Nameexact_genome_1512568488_42_7081_1
Workunit2606638
Created7 Dec 2017, 23:40:40 UTC
Sent7 Dec 2017, 23:49:00 UTC
Report deadline14 Dec 2017, 2:00:58 UTC
Received8 Dec 2017, 9:03:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 51 min 25 sec
CPU time1 hours 51 min 25 sec
Validate stateValid
Credit1,522.91
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.20 MB
Peak swap size153.04 MB
Peak disk usage1.29 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: 59.4264106750s, input_fired_time: 0.5789065957, output_fired_time: 0.3546548784, propagate_forward_time: 24.4946899414, propagate_backward_time: 32.4176483154, weight_update_time: 0.0814951733, other_time: 1.5805091858
epoch time: 5.1974115372s, input_fired_time: 0.0612319559, output_fired_time: 0.0000000000, propagate_forward_time: 4.8715519905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2646274567
validation[          , genome  7081] predictions:    9689/  10000 (96.89%), best:    9697/10000 (96.97%), error:      1036.88782, best error:       965.75104 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 59.1148033142s, input_fired_time: 0.5795813799, output_fired_time: 0.3533003032, propagate_forward_time: 24.3709239960, propagate_backward_time: 32.2550048828, weight_update_time: 0.0810108036, other_time: 1.5559921265
epoch time: 5.2353334427s, input_fired_time: 0.0646745190, output_fired_time: 0.0000000000, propagate_forward_time: 4.9013237953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2693352699
validation[          , genome  7081] predictions:    9593/  10000 (95.93%), best:    9697/10000 (96.97%), error:      1430.54333, best error:       965.75104 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 59.2051162720s, input_fired_time: 0.5796369910, output_fired_time: 0.3542046249, propagate_forward_time: 24.3918628693, propagate_backward_time: 32.3284263611, weight_update_time: 0.0807078555, other_time: 1.5509834290
epoch time: 5.1992979050s, input_fired_time: 0.0614447668, output_fired_time: 0.0000000000, propagate_forward_time: 4.8737716675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640814781
validation[          , genome  7081] predictions:    9700/  10000 (97.00%), best:    9697/10000 (96.97%), error:      1050.05957, best error:       965.75104 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 59.4469985962s, input_fired_time: 0.5792780519, output_fired_time: 0.3550244570, propagate_forward_time: 24.4987316132, propagate_backward_time: 32.4477119446, weight_update_time: 0.0813540667, other_time: 1.5662498474
epoch time: 5.1942110062s, input_fired_time: 0.0608865395, output_fired_time: 0.0000000000, propagate_forward_time: 4.8708949089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2624297142
validation[          , genome  7081] predictions:    9714/  10000 (97.14%), best:    9697/10000 (96.97%), error:       985.60840, best error:       965.75104 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 59.5112762451s, input_fired_time: 0.5812363625, output_fired_time: 0.3556512892, propagate_forward_time: 24.5135440826, propagate_backward_time: 32.4973068237, weight_update_time: 0.0815751329, other_time: 1.5635375977
epoch time: 5.1970081329s, input_fired_time: 0.0610757507, output_fired_time: 0.0000000000, propagate_forward_time: 4.8722319603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2637004852
validation[          , genome  7081] predictions:    9631/  10000 (96.31%), best:    9697/10000 (96.97%), error:      1212.19421, best error:       965.75104 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 59.3043708801s, input_fired_time: 0.5779129863, output_fired_time: 0.3540847003, propagate_forward_time: 24.4017391205, propagate_backward_time: 32.3990058899, weight_update_time: 0.0816744938, other_time: 1.5716285706
epoch time: 5.1936655045s, input_fired_time: 0.0609972551, output_fired_time: 0.0000000000, propagate_forward_time: 4.8709745407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2616934776
validation[          , genome  7081] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       941.53845, best error:       941.53845 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 59.8439826965s, input_fired_time: 0.5827946663, output_fired_time: 0.3573439419, propagate_forward_time: 24.6146507263, propagate_backward_time: 32.6681060791, weight_update_time: 0.0822433010, other_time: 1.6210861206
epoch time: 5.2165274620s, input_fired_time: 0.0619522817, output_fired_time: 0.0000000000, propagate_forward_time: 4.8783731461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2762022018
validation[          , genome  7081] predictions:    9705/  10000 (97.05%), best:    9719/10000 (97.19%), error:       946.81049, best error:       941.53845 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 59.9777603149s, input_fired_time: 0.5893718600, output_fired_time: 0.3591381907, propagate_forward_time: 24.6683883667, propagate_backward_time: 32.6782531738, weight_update_time: 0.0825228468, other_time: 1.6826095581
epoch time: 5.2212190628s, input_fired_time: 0.0636670291, output_fired_time: 0.0000000000, propagate_forward_time: 4.8794713020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2780809402
validation[          , genome  7081] predictions:    9710/  10000 (97.10%), best:    9719/10000 (97.19%), error:       949.02002, best error:       941.53845 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 59.9983444214s, input_fired_time: 0.5889404416, output_fired_time: 0.3596621156, propagate_forward_time: 24.6303825378, propagate_backward_time: 32.7387466431, weight_update_time: 0.0820877329, other_time: 1.6806144714
epoch time: 5.2932529449s, input_fired_time: 0.0642364249, output_fired_time: 0.0000000000, propagate_forward_time: 4.9470367432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2819795609
validation[          , genome  7081] predictions:    9707/  10000 (97.07%), best:    9719/10000 (97.19%), error:       946.90814, best error:       941.53845 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 59.5428619385s, input_fired_time: 0.5846819282, output_fired_time: 0.3585690856, propagate_forward_time: 24.4468021393, propagate_backward_time: 32.5162773132, weight_update_time: 0.0816989541, other_time: 1.6365318298
epoch time: 5.2034955025s, input_fired_time: 0.0624130145, output_fired_time: 0.0000000000, propagate_forward_time: 4.8739027977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2671794891
validation[          , genome  7081] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       928.10254, best error:       928.10254 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 59.2905120850s, input_fired_time: 0.5807248950, output_fired_time: 0.3534646928, propagate_forward_time: 24.3794670105, propagate_backward_time: 32.4151039124, weight_update_time: 0.0807609260, other_time: 1.5617485046
epoch time: 5.2262387276s, input_fired_time: 0.0611328930, output_fired_time: 0.0000000000, propagate_forward_time: 4.9012460709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2638597488
validation[          , genome  7081] predictions:    9710/  10000 (97.10%), best:    9714/10000 (97.14%), error:       976.27203, best error:       928.10254 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 59.7809867859s, input_fired_time: 0.5762479305, output_fired_time: 0.3570135236, propagate_forward_time: 24.5148143768, propagate_backward_time: 32.7686233521, weight_update_time: 0.0811419860, other_time: 1.5642852783
epoch time: 5.1918272972s, input_fired_time: 0.0605713576, output_fired_time: 0.0000000000, propagate_forward_time: 4.8701634407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2610926628
validation[          , genome  7081] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       904.10242, best error:       904.10242 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 59.4176330566s, input_fired_time: 0.5718898177, output_fired_time: 0.3549024463, propagate_forward_time: 24.3502578735, propagate_backward_time: 32.6021537781, weight_update_time: 0.0806585103, other_time: 1.5384292603
epoch time: 5.1934084892s, input_fired_time: 0.0604320951, output_fired_time: 0.0000000000, propagate_forward_time: 4.8734078407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2595686913
validation[          , genome  7081] predictions:    9706/  10000 (97.06%), best:    9719/10000 (97.19%), error:       948.70184, best error:       904.10242 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 59.6187973022s, input_fired_time: 0.5746987462, output_fired_time: 0.3540640473, propagate_forward_time: 24.4733181000, propagate_backward_time: 32.6711578369, weight_update_time: 0.0807029381, other_time: 1.5455551147
epoch time: 5.2056736946s, input_fired_time: 0.0612156354, output_fired_time: 0.0000000000, propagate_forward_time: 4.8831286430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2613296509
validation[          , genome  7081] predictions:    9705/  10000 (97.05%), best:    9719/10000 (97.19%), error:       962.76746, best error:       904.10242 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 59.3557014465s, input_fired_time: 0.5768213272, output_fired_time: 0.3528148234, propagate_forward_time: 24.3613243103, propagate_backward_time: 32.5183372498, weight_update_time: 0.0805948451, other_time: 1.5464057922
epoch time: 5.1944646835s, input_fired_time: 0.0620428324, output_fired_time: 0.0000000000, propagate_forward_time: 4.8703889847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2620329857
validation[          , genome  7081] predictions:    9695/  10000 (96.95%), best:    9719/10000 (97.19%), error:       949.89325, best error:       904.10242 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 59.3558158875s, input_fired_time: 0.5763317943, output_fired_time: 0.3521818221, propagate_forward_time: 24.3549804688, propagate_backward_time: 32.5383262634, weight_update_time: 0.0804471970, other_time: 1.5339965820
epoch time: 5.1920490265s, input_fired_time: 0.0611079112, output_fired_time: 0.0000000000, propagate_forward_time: 4.8713426590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2595982552
validation[          , genome  7081] predictions:    9695/  10000 (96.95%), best:    9719/10000 (97.19%), error:       997.60181, best error:       904.10242 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 62.1863403320s, input_fired_time: 0.5931438208, output_fired_time: 0.3666282296, propagate_forward_time: 25.5371723175, propagate_backward_time: 34.0592918396, weight_update_time: 0.0832783505, other_time: 1.6301078796
epoch time: 5.3010511398s, input_fired_time: 0.0620846152, output_fired_time: 0.0000000000, propagate_forward_time: 4.9658799171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2730865479
validation[          , genome  7081] predictions:    9668/  10000 (96.68%), best:    9719/10000 (97.19%), error:      1043.96045, best error:       904.10242 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 59.8323440552s, input_fired_time: 0.5843845010, output_fired_time: 0.3566513658, propagate_forward_time: 24.4581432343, propagate_backward_time: 32.8107604980, weight_update_time: 0.0809813514, other_time: 1.6224060059
epoch time: 5.2221751213s, input_fired_time: 0.0612764619, output_fired_time: 0.0000000000, propagate_forward_time: 4.8907852173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2701134682
validation[          , genome  7081] predictions:    9672/  10000 (96.72%), best:    9719/10000 (97.19%), error:      1039.25830, best error:       904.10242 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 59.8717193604s, input_fired_time: 0.5813342333, output_fired_time: 0.3570543826, propagate_forward_time: 24.5258483887, propagate_backward_time: 32.8408203125, weight_update_time: 0.0790310428, other_time: 1.5666618347
epoch time: 5.2637648582s, input_fired_time: 0.0614838153, output_fired_time: 0.0000000000, propagate_forward_time: 4.9402823448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2619986534
validation[          , genome  7081] predictions:    9685/  10000 (96.85%), best:    9719/10000 (97.19%), error:      1071.82532, best error:       904.10242 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 60.5700531006s, input_fired_time: 0.5907297730, output_fired_time: 0.3588730097, propagate_forward_time: 24.9108905792, propagate_backward_time: 33.1694717407, weight_update_time: 0.0774772316, other_time: 1.5400924683
epoch time: 5.2216839790s, input_fired_time: 0.0636264235, output_fired_time: 0.0000000000, propagate_forward_time: 4.8905158043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675418854
validation[          , genome  7081] predictions:    9706/  10000 (97.06%), best:    9719/10000 (97.19%), error:       980.84399, best error:       904.10242 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 59.8542976379s, input_fired_time: 0.5854798555, output_fired_time: 0.3549378216, propagate_forward_time: 24.5044517517, propagate_backward_time: 32.8511543274, weight_update_time: 0.0788425654, other_time: 1.5582733154
epoch time: 5.2029104233s, input_fired_time: 0.0616512746, output_fired_time: 0.0000000000, propagate_forward_time: 4.8753714561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658877373
validation[          , genome  7081] predictions:    9718/  10000 (97.18%), best:    9719/10000 (97.19%), error:       925.42285, best error:       904.10242 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 59.6115036011s, input_fired_time: 0.5858141780, output_fired_time: 0.3532287180, propagate_forward_time: 24.3816032410, propagate_backward_time: 32.7472763062, weight_update_time: 0.0784800351, other_time: 1.5435791016
epoch time: 5.2019062042s, input_fired_time: 0.0631890893, output_fired_time: 0.0000000000, propagate_forward_time: 4.8763008118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2624163628
validation[          , genome  7081] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       893.55750, best error:       893.55750 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 59.7266197205s, input_fired_time: 0.5806695819, output_fired_time: 0.3532682955, propagate_forward_time: 24.4358596802, propagate_backward_time: 32.8325195312, weight_update_time: 0.0777122676, other_time: 1.5243034363
epoch time: 5.1996479034s, input_fired_time: 0.0600456521, output_fired_time: 0.0000000000, propagate_forward_time: 4.8818321228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2577700615
validation[          , genome  7081] predictions:    9685/  10000 (96.85%), best:    9739/10000 (97.39%), error:      1009.89917, best error:       893.55750 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 60.2520065308s, input_fired_time: 0.5782211423, output_fired_time: 0.3571452498, propagate_forward_time: 24.6408233643, propagate_backward_time: 33.1503601074, weight_update_time: 0.0778149813, other_time: 1.5254592896
epoch time: 5.1885075569s, input_fired_time: 0.0597153604, output_fired_time: 0.0000000000, propagate_forward_time: 4.8728685379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2559237480
validation[          , genome  7081] predictions:    9701/  10000 (97.01%), best:    9739/10000 (97.39%), error:      1010.26855, best error:       893.55750 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 61.8083267212s, input_fired_time: 0.5860625505, output_fired_time: 0.3646922708, propagate_forward_time: 25.3047618866, propagate_backward_time: 33.9655952454, weight_update_time: 0.0790310726, other_time: 1.5872154236
epoch time: 5.3984589577s, input_fired_time: 0.0636987239, output_fired_time: 0.0000000000, propagate_forward_time: 5.0626549721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2721052170
validation[          , genome  7081] predictions:    9718/  10000 (97.18%), best:    9739/10000 (97.39%), error:       902.87555, best error:       893.55750 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 61.4376068115s, input_fired_time: 0.5896798968, output_fired_time: 0.3609670997, propagate_forward_time: 25.1307258606, propagate_backward_time: 33.7652931213, weight_update_time: 0.0796406716, other_time: 1.5909423828
epoch time: 5.1969523430s, input_fired_time: 0.0614259951, output_fired_time: 0.0000000000, propagate_forward_time: 4.8724298477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2630963326
validation[          , genome  7081] predictions:    9709/  10000 (97.09%), best:    9739/10000 (97.39%), error:       960.25439, best error:       893.55750 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 61.3869400024s, input_fired_time: 0.5937421918, output_fired_time: 0.3614775836, propagate_forward_time: 25.0967559814, propagate_backward_time: 33.7214736938, weight_update_time: 0.0803402886, other_time: 1.6134910583
epoch time: 5.2100162506s, input_fired_time: 0.0625936985, output_fired_time: 0.0000000000, propagate_forward_time: 4.8797669411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2676558495
validation[          , genome  7081] predictions:    9663/  10000 (96.63%), best:    9739/10000 (97.39%), error:      1087.72400, best error:       893.55750 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 61.9171524048s, input_fired_time: 0.5950759649, output_fired_time: 0.3624965847, propagate_forward_time: 25.2827625275, propagate_backward_time: 34.0582237244, weight_update_time: 0.0813968107, other_time: 1.6185951233
epoch time: 5.8703107834s, input_fired_time: 0.0667290762, output_fired_time: 0.0000000000, propagate_forward_time: 5.5179100037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2856717110
validation[          , genome  7081] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       884.67944, best error:       884.67944 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 62.5777893066s, input_fired_time: 0.6013759375, output_fired_time: 0.3664608896, propagate_forward_time: 25.5992927551, propagate_backward_time: 34.3858757019, weight_update_time: 0.0819577053, other_time: 1.6247825623
epoch time: 5.2167444229s, input_fired_time: 0.0622054674, output_fired_time: 0.0000000000, propagate_forward_time: 4.8917951584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2627439499
validation[          , genome  7081] predictions:    9701/  10000 (97.01%), best:    9726/10000 (97.26%), error:       961.92712, best error:       884.67944 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 60.4140243530s, input_fired_time: 0.5893971324, output_fired_time: 0.3561159372, propagate_forward_time: 24.6491813660, propagate_backward_time: 33.2608642578, weight_update_time: 0.0794268623, other_time: 1.5584640503
epoch time: 5.4788951874s, input_fired_time: 0.0662421361, output_fired_time: 0.0000000000, propagate_forward_time: 5.1392192841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2734336853
validation[          , genome  7081] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       838.65405, best error:       838.65405 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 60.2596511841s, input_fired_time: 0.5915740132, output_fired_time: 0.3554278612, propagate_forward_time: 24.5595092773, propagate_backward_time: 33.1946144104, weight_update_time: 0.0792957768, other_time: 1.5585250854
epoch time: 5.2026600838s, input_fired_time: 0.0626621321, output_fired_time: 0.0000000000, propagate_forward_time: 4.8752436638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647542953
validation[          , genome  7081] predictions:    9689/  10000 (96.89%), best:    9737/10000 (97.37%), error:       986.76459, best error:       838.65405 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 59.8952369690s, input_fired_time: 0.5906622410, output_fired_time: 0.3536429405, propagate_forward_time: 24.4066867828, propagate_backward_time: 32.9930419922, weight_update_time: 0.0789994672, other_time: 1.5512008667
epoch time: 5.2008113861s, input_fired_time: 0.0634225383, output_fired_time: 0.0000000000, propagate_forward_time: 4.8749566078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2624320984
validation[          , genome  7081] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       827.43652, best error:       827.43652 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 59.9550895691s, input_fired_time: 0.5894874930, output_fired_time: 0.3539004624, propagate_forward_time: 24.4106731415, propagate_backward_time: 33.0578155518, weight_update_time: 0.0790267363, other_time: 1.5432128906
epoch time: 5.1972551346s, input_fired_time: 0.0629052818, output_fired_time: 0.0000000000, propagate_forward_time: 4.8733801842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2609696388
validation[          , genome  7081] predictions:    9753/  10000 (97.53%), best:    9737/10000 (97.37%), error:       833.11517, best error:       827.43652 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 60.2458343506s, input_fired_time: 0.5920719504, output_fired_time: 0.3548332453, propagate_forward_time: 24.5288810730, propagate_backward_time: 33.2106285095, weight_update_time: 0.0793632567, other_time: 1.5594215393
epoch time: 5.1981244087s, input_fired_time: 0.0631252751, output_fired_time: 0.0000000000, propagate_forward_time: 4.8732590675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2617402077
validation[          , genome  7081] predictions:    9720/  10000 (97.20%), best:    9737/10000 (97.37%), error:       930.03424, best error:       827.43652 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 62.2409820557s, input_fired_time: 0.5954819322, output_fired_time: 0.3639807999, propagate_forward_time: 25.3833007812, propagate_backward_time: 34.3182029724, weight_update_time: 0.0801009834, other_time: 1.5800170898
epoch time: 5.2069878578s, input_fired_time: 0.0650039017, output_fired_time: 0.0000000000, propagate_forward_time: 4.8795189857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2624650002
validation[          , genome  7081] predictions:    9739/  10000 (97.39%), best:    9737/10000 (97.37%), error:       835.78424, best error:       827.43652 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 60.9391822815s, input_fired_time: 0.5911529660, output_fired_time: 0.3574703336, propagate_forward_time: 24.8357543945, propagate_backward_time: 33.5906524658, weight_update_time: 0.0799454302, other_time: 1.5641517639
epoch time: 5.2018795013s, input_fired_time: 0.0633135289, output_fired_time: 0.0000000000, propagate_forward_time: 4.8784394264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2601265907
validation[          , genome  7081] predictions:    9723/  10000 (97.23%), best:    9737/10000 (97.37%), error:       926.26862, best error:       827.43652 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 60.9228057861s, input_fired_time: 0.5912181735, output_fired_time: 0.3571583927, propagate_forward_time: 24.8062896729, propagate_backward_time: 33.5798339844, weight_update_time: 0.0804075077, other_time: 1.5883064270
epoch time: 5.2010650635s, input_fired_time: 0.0633189082, output_fired_time: 0.0000000000, propagate_forward_time: 4.8739891052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2637572289
validation[          , genome  7081] predictions:    9747/  10000 (97.47%), best:    9737/10000 (97.37%), error:       853.67590, best error:       827.43652 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 61.2795028687s, input_fired_time: 0.5968663096, output_fired_time: 0.3584728539, propagate_forward_time: 24.9198093414, propagate_backward_time: 33.8137435913, weight_update_time: 0.0803523585, other_time: 1.5906066895
epoch time: 5.1941995621s, input_fired_time: 0.0622964874, output_fired_time: 0.0000000000, propagate_forward_time: 4.8726320267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2592711449
validation[          , genome  7081] predictions:    9680/  10000 (96.80%), best:    9737/10000 (97.37%), error:      1065.90491, best error:       827.43652 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 61.4393882751s, input_fired_time: 0.5960960984, output_fired_time: 0.3601249456, propagate_forward_time: 25.0030803680, propagate_backward_time: 33.8938789368, weight_update_time: 0.0805712044, other_time: 1.5862083435
epoch time: 5.2031264305s, input_fired_time: 0.0631560013, output_fired_time: 0.0000000000, propagate_forward_time: 4.8798222542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2601480484
validation[          , genome  7081] predictions:    9719/  10000 (97.19%), best:    9737/10000 (97.37%), error:       906.05420, best error:       827.43652 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 62.3183326721s, input_fired_time: 0.5970587730, output_fired_time: 0.3625673950, propagate_forward_time: 25.3678264618, propagate_backward_time: 34.4253158569, weight_update_time: 0.0814730301, other_time: 1.5655670166
epoch time: 5.2696490288s, input_fired_time: 0.0634721220, output_fired_time: 0.0000000000, propagate_forward_time: 4.9463019371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2598748207
validation[          , genome  7081] predictions:    9717/  10000 (97.17%), best:    9737/10000 (97.37%), error:       924.22668, best error:       827.43652 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 60.0191955566s, input_fired_time: 0.5863220692, output_fired_time: 0.3517542183, propagate_forward_time: 24.3753700256, propagate_backward_time: 33.1970252991, weight_update_time: 0.0789677352, other_time: 1.5087242126
epoch time: 5.1940999031s, input_fired_time: 0.0631926954, output_fired_time: 0.0000000000, propagate_forward_time: 4.8715605736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2593464851
validation[          , genome  7081] predictions:    9715/  10000 (97.15%), best:    9737/10000 (97.37%), error:       959.63226, best error:       827.43652 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 60.0174484253s, input_fired_time: 0.5875153542, output_fired_time: 0.3514244258, propagate_forward_time: 24.3752689362, propagate_backward_time: 33.2068901062, weight_update_time: 0.0789972544, other_time: 1.4963493347
epoch time: 5.1906547546s, input_fired_time: 0.0634072050, output_fired_time: 0.0000000000, propagate_forward_time: 4.8714275360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2558197975
validation[          , genome  7081] predictions:    9722/  10000 (97.22%), best:    9737/10000 (97.37%), error:       904.94696, best error:       827.43652 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 60.1871299744s, input_fired_time: 0.5882861614, output_fired_time: 0.3525415957, propagate_forward_time: 24.4482288361, propagate_backward_time: 33.2707061768, weight_update_time: 0.0794907808, other_time: 1.5273666382
epoch time: 5.1983346939s, input_fired_time: 0.0638590455, output_fired_time: 0.0000000000, propagate_forward_time: 4.8742156029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2602601051
validation[          , genome  7081] predictions:    9720/  10000 (97.20%), best:    9737/10000 (97.37%), error:       904.48981, best error:       827.43652 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 60.5703697205s, input_fired_time: 0.5842460990, output_fired_time: 0.3547599912, propagate_forward_time: 24.6214427948, propagate_backward_time: 33.5141181946, weight_update_time: 0.0741428956, other_time: 1.4958000183
epoch time: 5.2020659447s, input_fired_time: 0.0614793077, output_fired_time: 0.0000000000, propagate_forward_time: 4.8816542625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2589325905
validation[          , genome  7081] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       816.69983, best error:       816.69983 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 62.2561569214s, input_fired_time: 0.5924914479, output_fired_time: 0.3642912507, propagate_forward_time: 25.3089618683, propagate_backward_time: 34.4476280212, weight_update_time: 0.0773032904, other_time: 1.5427818298
epoch time: 5.6707801819s, input_fired_time: 0.0666047260, output_fired_time: 0.0000000000, propagate_forward_time: 5.3263649940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2778105736
validation[          , genome  7081] predictions:    9730/  10000 (97.30%), best:    9732/10000 (97.32%), error:       883.97070, best error:       816.69983 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 61.7893409729s, input_fired_time: 0.6018919945, output_fired_time: 0.3615513146, propagate_forward_time: 25.1197032928, propagate_backward_time: 34.1273422241, weight_update_time: 0.0806077793, other_time: 1.5788497925
epoch time: 5.1969838142s, input_fired_time: 0.0631440729, output_fired_time: 0.0000000000, propagate_forward_time: 4.8742408752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2595987320
validation[          , genome  7081] predictions:    9750/  10000 (97.50%), best:    9732/10000 (97.32%), error:       831.26984, best error:       816.69983 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 61.6898460388s, input_fired_time: 0.5969867110, output_fired_time: 0.3607965410, propagate_forward_time: 25.0543346405, propagate_backward_time: 34.0927696228, weight_update_time: 0.0801984146, other_time: 1.5849571228
epoch time: 5.4002156258s, input_fired_time: 0.0651224777, output_fired_time: 0.0000000000, propagate_forward_time: 5.0663762093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2687168121
validation[          , genome  7081] predictions:    9717/  10000 (97.17%), best:    9732/10000 (97.32%), error:       877.84857, best error:       816.69983 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 61.3946990967s, input_fired_time: 0.5970371366, output_fired_time: 0.3591219485, propagate_forward_time: 24.9469833374, propagate_backward_time: 33.9252319336, weight_update_time: 0.0798486322, other_time: 1.5663223267
epoch time: 5.1989002228s, input_fired_time: 0.0636652410, output_fired_time: 0.0000000000, propagate_forward_time: 4.8766913414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2585434914
validation[          , genome  7081] predictions:    9723/  10000 (97.23%), best:    9732/10000 (97.32%), error:       898.95978, best error:       816.69983 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 60.8845863342s, input_fired_time: 0.5935205817, output_fired_time: 0.3592060208, propagate_forward_time: 24.7070846558, propagate_backward_time: 33.6583938599, weight_update_time: 0.0804931298, other_time: 1.5663795471
epoch time: 5.2127737999s, input_fired_time: 0.0643969849, output_fired_time: 0.0000000000, propagate_forward_time: 4.8833546638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2650222778
validation[          , genome  7081] predictions:    9703/  10000 (97.03%), best:    9732/10000 (97.32%), error:       911.94513, best error:       816.69983 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 61.0717697144s, input_fired_time: 0.5927835107, output_fired_time: 0.3570621014, propagate_forward_time: 24.7755451202, propagate_backward_time: 33.7992897034, weight_update_time: 0.0796350315, other_time: 1.5470848083
epoch time: 5.3202705383s, input_fired_time: 0.0645578727, output_fired_time: 0.0000000000, propagate_forward_time: 4.9936871529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2620253563
validation[          , genome  7081] predictions:    9733/  10000 (97.33%), best:    9732/10000 (97.32%), error:       919.88239, best error:       816.69983 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 61.1098365784s, input_fired_time: 0.5981418490, output_fired_time: 0.3600546122, propagate_forward_time: 24.7509117126, propagate_backward_time: 33.8503608704, weight_update_time: 0.0799402967, other_time: 1.5503692627
epoch time: 5.1965446472s, input_fired_time: 0.0639793053, output_fired_time: 0.0000000000, propagate_forward_time: 4.8731150627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2594504356
validation[          , genome  7081] predictions:    9662/  10000 (96.62%), best:    9732/10000 (97.32%), error:      1063.74597, best error:       816.69983 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 60.6893768311s, input_fired_time: 0.5933679938, output_fired_time: 0.3548089266, propagate_forward_time: 24.6046104431, propagate_backward_time: 33.6095657349, weight_update_time: 0.0798821226, other_time: 1.5270233154
epoch time: 5.1930155754s, input_fired_time: 0.0638756528, output_fired_time: 0.0000000000, propagate_forward_time: 4.8716101646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2575297356
validation[          , genome  7081] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       812.78552, best error:       812.78552 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 60.2754287720s, input_fired_time: 0.5915806890, output_fired_time: 0.3529801965, propagate_forward_time: 24.4338588715, propagate_backward_time: 33.3740539551, weight_update_time: 0.0793401971, other_time: 1.5229568481
epoch time: 5.1935563087s, input_fired_time: 0.0635600984, output_fired_time: 0.0000000000, propagate_forward_time: 4.8731622696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2568340302
validation[          , genome  7081] predictions:    9738/  10000 (97.38%), best:    9754/10000 (97.54%), error:       879.58881, best error:       812.78552 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 60.3404808044s, input_fired_time: 0.5951136351, output_fired_time: 0.3532109559, propagate_forward_time: 24.4351043701, propagate_backward_time: 33.4191780090, weight_update_time: 0.0795749798, other_time: 1.5378761292
epoch time: 5.2900962830s, input_fired_time: 0.0672036037, output_fired_time: 0.0000000000, propagate_forward_time: 4.9562335014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2666592598
validation[          , genome  7081] predictions:    9728/  10000 (97.28%), best:    9754/10000 (97.54%), error:       879.79425, best error:       812.78552 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 61.2490653992s, input_fired_time: 0.5922201276, output_fired_time: 0.3580415547, propagate_forward_time: 24.8224391937, propagate_backward_time: 33.9521484375, weight_update_time: 0.0760255978, other_time: 1.5242156982
epoch time: 5.2859067917s, input_fired_time: 0.0636359379, output_fired_time: 0.0000000000, propagate_forward_time: 4.9607205391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2615504265
validation[          , genome  7081] predictions:    9712/  10000 (97.12%), best:    9754/10000 (97.54%), error:       938.81604, best error:       812.78552 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 63.7726097107s, input_fired_time: 0.6087088585, output_fired_time: 0.3691967130, propagate_forward_time: 25.9298534393, propagate_backward_time: 35.2679901123, weight_update_time: 0.0811390355, other_time: 1.5968627930
epoch time: 5.3708629608s, input_fired_time: 0.0650519207, output_fired_time: 0.0000000000, propagate_forward_time: 5.0389943123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2668166161
validation[          , genome  7081] predictions:    9675/  10000 (96.75%), best:    9754/10000 (97.54%), error:      1143.85864, best error:       812.78552 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 62.1494903564s, input_fired_time: 0.6039990783, output_fired_time: 0.3630768955, propagate_forward_time: 25.2605991364, propagate_backward_time: 34.3342018127, weight_update_time: 0.0803289115, other_time: 1.5876121521
epoch time: 5.2503461838s, input_fired_time: 0.0651865825, output_fired_time: 0.0000000000, propagate_forward_time: 4.9227333069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2624263763
validation[          , genome  7081] predictions:    9742/  10000 (97.42%), best:    9754/10000 (97.54%), error:       836.75366, best error:       812.78552 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 63.1104087830s, input_fired_time: 0.6116390228, output_fired_time: 0.3663789332, propagate_forward_time: 25.6323051453, propagate_backward_time: 34.8666534424, weight_update_time: 0.0816828161, other_time: 1.6334342957
epoch time: 5.3174276352s, input_fired_time: 0.0661122054, output_fired_time: 0.0000000000, propagate_forward_time: 4.9828386307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2684769630
validation[          , genome  7081] predictions:    9723/  10000 (97.23%), best:    9754/10000 (97.54%), error:       917.05609, best error:       812.78552 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 62.2788543701s, input_fired_time: 0.6096208692, output_fired_time: 0.3622630239, propagate_forward_time: 25.2910251617, propagate_backward_time: 34.4135627747, weight_update_time: 0.0806170553, other_time: 1.6023826599
epoch time: 5.1980314255s, input_fired_time: 0.0637787282, output_fired_time: 0.0000000000, propagate_forward_time: 4.8744320869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2598204613
validation[          , genome  7081] predictions:    9743/  10000 (97.43%), best:    9754/10000 (97.54%), error:       817.52014, best error:       812.78552 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 61.0754203796s, input_fired_time: 0.6016255617, output_fired_time: 0.3572064042, propagate_forward_time: 24.7094860077, propagate_backward_time: 33.8226280212, weight_update_time: 0.0807537064, other_time: 1.5844688416
epoch time: 5.2021536827s, input_fired_time: 0.0632110909, output_fired_time: 0.0000000000, propagate_forward_time: 4.8761291504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2628135681
validation[          , genome  7081] predictions:    9676/  10000 (96.76%), best:    9754/10000 (97.54%), error:      1047.44946, best error:       812.78552 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 61.3253135681s, input_fired_time: 0.6031232476, output_fired_time: 0.3583036065, propagate_forward_time: 24.8309345245, propagate_backward_time: 33.9754066467, weight_update_time: 0.0808492303, other_time: 1.5575447083
epoch time: 5.2005548477s, input_fired_time: 0.0629887506, output_fired_time: 0.0000000000, propagate_forward_time: 4.8755822182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2619838715
validation[          , genome  7081] predictions:    9689/  10000 (96.89%), best:    9754/10000 (97.54%), error:      1016.53241, best error:       812.78552 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 60.4252243042s, input_fired_time: 0.5989841819, output_fired_time: 0.3537842929, propagate_forward_time: 24.4517860413, propagate_backward_time: 33.4702606201, weight_update_time: 0.0801081806, other_time: 1.5504112244
epoch time: 5.3246974945s, input_fired_time: 0.0661948174, output_fired_time: 0.0000000000, propagate_forward_time: 4.9858169556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2726855278
validation[          , genome  7081] predictions:    9743/  10000 (97.43%), best:    9754/10000 (97.54%), error:       843.56488, best error:       812.78552 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 60.2964515686s, input_fired_time: 0.5958220363, output_fired_time: 0.3526947498, propagate_forward_time: 24.4046306610, propagate_backward_time: 33.4141883850, weight_update_time: 0.0799506828, other_time: 1.5291175842
epoch time: 5.2208094597s, input_fired_time: 0.0656483546, output_fired_time: 0.0000000000, propagate_forward_time: 4.8934569359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2617039680
validation[          , genome  7081] predictions:    9724/  10000 (97.24%), best:    9754/10000 (97.54%), error:       883.76312, best error:       812.78552 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 60.4331283569s, input_fired_time: 0.5987501144, output_fired_time: 0.3528639972, propagate_forward_time: 24.4508514404, propagate_backward_time: 33.4834899902, weight_update_time: 0.0803780779, other_time: 1.5471725464
epoch time: 5.2007331848s, input_fired_time: 0.0651334152, output_fired_time: 0.0000000000, propagate_forward_time: 4.8739604950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2616391182
validation[          , genome  7081] predictions:    9717/  10000 (97.17%), best:    9754/10000 (97.54%), error:       922.89746, best error:       812.78552 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 60.3405494690s, input_fired_time: 0.5966058373, output_fired_time: 0.3522786498, propagate_forward_time: 24.4161853790, propagate_backward_time: 33.4453201294, weight_update_time: 0.0804842040, other_time: 1.5301589966
epoch time: 5.1999721527s, input_fired_time: 0.0660291612, output_fired_time: 0.0000000000, propagate_forward_time: 4.8746581078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2592849731
validation[          , genome  7081] predictions:    9736/  10000 (97.36%), best:    9754/10000 (97.54%), error:       923.00269, best error:       812.78552 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 63.5754928589s, input_fired_time: 0.6140362024, output_fired_time: 0.3684847057, propagate_forward_time: 25.8160896301, propagate_backward_time: 35.1625747681, weight_update_time: 0.0827920139, other_time: 1.6143074036
epoch time: 5.2256169319s, input_fired_time: 0.0650516152, output_fired_time: 0.0000000000, propagate_forward_time: 4.8992409706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2613244057
validation[          , genome  7081] predictions:    9737/  10000 (97.37%), best:    9754/10000 (97.54%), error:       828.99915, best error:       812.78552 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 62.1339874268s, input_fired_time: 0.6077201366, output_fired_time: 0.3616510034, propagate_forward_time: 25.1459617615, propagate_backward_time: 34.4231948853, weight_update_time: 0.0815487355, other_time: 1.5954589844
epoch time: 5.2123637199s, input_fired_time: 0.0673285052, output_fired_time: 0.0000000000, propagate_forward_time: 4.8753156662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2697196007
validation[          , genome  7081] predictions:    9695/  10000 (96.95%), best:    9754/10000 (97.54%), error:       969.34882, best error:       812.78552 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 61.6984176636s, input_fired_time: 0.6081313491, output_fired_time: 0.3582888246, propagate_forward_time: 25.0076045990, propagate_backward_time: 34.1127700806, weight_update_time: 0.0814202726, other_time: 1.6116256714
epoch time: 5.2151308060s, input_fired_time: 0.0646282136, output_fired_time: 0.0000000000, propagate_forward_time: 4.8880581856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2624444962
validation[          , genome  7081] predictions:    9666/  10000 (96.66%), best:    9754/10000 (97.54%), error:      1073.25940, best error:       812.78552 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 61.5405044556s, input_fired_time: 0.6092108488, output_fired_time: 0.3591267467, propagate_forward_time: 24.8848457336, propagate_backward_time: 34.0876731873, weight_update_time: 0.0813940614, other_time: 1.5996475220
epoch time: 5.2013325691s, input_fired_time: 0.0660712346, output_fired_time: 0.0000000000, propagate_forward_time: 4.8744864464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2607750893
validation[          , genome  7081] predictions:    9703/  10000 (97.03%), best:    9754/10000 (97.54%), error:       990.24017, best error:       812.78552 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 60.7910575867s, input_fired_time: 0.6066365838, output_fired_time: 0.3551941216, propagate_forward_time: 24.5938835144, propagate_backward_time: 33.6592025757, weight_update_time: 0.0804371759, other_time: 1.5761413574
epoch time: 5.1990237236s, input_fired_time: 0.0656496510, output_fired_time: 0.0000000000, propagate_forward_time: 4.8743290901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2590451241
validation[          , genome  7081] predictions:    9750/  10000 (97.50%), best:    9754/10000 (97.54%), error:       832.89612, best error:       812.78552 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 60.5630111694s, input_fired_time: 0.6003534794, output_fired_time: 0.3533353508, propagate_forward_time: 24.4854869843, propagate_backward_time: 33.5787963867, weight_update_time: 0.0807095543, other_time: 1.5450363159
epoch time: 5.3243389130s, input_fired_time: 0.0654397309, output_fired_time: 0.0000000000, propagate_forward_time: 4.9927892685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661099434
validation[          , genome  7081] predictions:    9695/  10000 (96.95%), best:    9754/10000 (97.54%), error:       998.79346, best error:       812.78552 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 60.8013191223s, input_fired_time: 0.6020318866, output_fired_time: 0.3548151553, propagate_forward_time: 24.5794258118, propagate_backward_time: 33.7290954590, weight_update_time: 0.0808533281, other_time: 1.5359497070
epoch time: 5.2001266479s, input_fired_time: 0.0654364228, output_fired_time: 0.0000000000, propagate_forward_time: 4.8760027885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2586874962
validation[          , genome  7081] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       809.40509, best error:       809.40509 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 60.3209419250s, input_fired_time: 0.5964882970, output_fired_time: 0.3525968492, propagate_forward_time: 24.3881607056, propagate_backward_time: 33.4790802002, weight_update_time: 0.0800093412, other_time: 1.5046157837
epoch time: 5.1945829391s, input_fired_time: 0.0641415194, output_fired_time: 0.0000000000, propagate_forward_time: 4.8723354340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2581057549
validation[          , genome  7081] predictions:    9711/  10000 (97.11%), best:    9741/10000 (97.41%), error:       910.41541, best error:       809.40509 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 60.4408531189s, input_fired_time: 0.6010369062, output_fired_time: 0.3525095582, propagate_forward_time: 24.4225997925, propagate_backward_time: 33.5440444946, weight_update_time: 0.0802870914, other_time: 1.5206642151
epoch time: 5.1958618164s, input_fired_time: 0.0654931292, output_fired_time: 0.0000000000, propagate_forward_time: 4.8722734451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2580952644
validation[          , genome  7081] predictions:    9743/  10000 (97.43%), best:    9741/10000 (97.41%), error:       817.91364, best error:       809.40509 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 60.6373062134s, input_fired_time: 0.6007931232, output_fired_time: 0.3539265096, propagate_forward_time: 24.5171527863, propagate_backward_time: 33.6443786621, weight_update_time: 0.0796125457, other_time: 1.5210571289
epoch time: 5.1929121017s, input_fired_time: 0.0643919632, output_fired_time: 0.0000000000, propagate_forward_time: 4.8723330498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2561869621
validation[          , genome  7081] predictions:    9720/  10000 (97.20%), best:    9741/10000 (97.41%), error:      1011.09241, best error:       809.40509 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 63.0720405579s, input_fired_time: 0.6133907437, output_fired_time: 0.3650331497, propagate_forward_time: 25.5466651917, propagate_backward_time: 34.9613494873, weight_update_time: 0.0827504620, other_time: 1.5856018066
epoch time: 5.2010664940s, input_fired_time: 0.0669799149, output_fired_time: 0.0000000000, propagate_forward_time: 4.8738350868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2602515221
validation[          , genome  7081] predictions:    9742/  10000 (97.42%), best:    9741/10000 (97.41%), error:       825.99481, best error:       809.40509 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 62.2054939270s, input_fired_time: 0.6095530391, output_fired_time: 0.3612415493, propagate_forward_time: 25.1746940613, propagate_backward_time: 34.4492874146, weight_update_time: 0.0819019824, other_time: 1.6107177734
epoch time: 5.2070856094s, input_fired_time: 0.0657327324, output_fired_time: 0.0000000000, propagate_forward_time: 4.8779535294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633991241
validation[          , genome  7081] predictions:    9729/  10000 (97.29%), best:    9741/10000 (97.41%), error:       877.04742, best error:       809.40509 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 60.9537086487s, input_fired_time: 0.6007549763, output_fired_time: 0.3546855152, propagate_forward_time: 24.6734924316, propagate_backward_time: 33.7834548950, weight_update_time: 0.0813030750, other_time: 1.5413208008
epoch time: 5.1945409775s, input_fired_time: 0.0642350540, output_fired_time: 0.0000000000, propagate_forward_time: 4.8735194206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2567863464
validation[          , genome  7081] predictions:    9725/  10000 (97.25%), best:    9741/10000 (97.41%), error:       864.65369, best error:       809.40509 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 61.1848564148s, input_fired_time: 0.5991254449, output_fired_time: 0.3560068905, propagate_forward_time: 24.7676181793, propagate_backward_time: 33.9182090759, weight_update_time: 0.0812018588, other_time: 1.5438957214
epoch time: 5.1916527748s, input_fired_time: 0.0639396086, output_fired_time: 0.0000000000, propagate_forward_time: 4.8715071678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2562060356
validation[          , genome  7081] predictions:    9719/  10000 (97.19%), best:    9741/10000 (97.41%), error:       894.40692, best error:       809.40509 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 60.7165451050s, input_fired_time: 0.5991438031, output_fired_time: 0.3551856875, propagate_forward_time: 24.5308151245, propagate_backward_time: 33.6986999512, weight_update_time: 0.0810123608, other_time: 1.5326995850
epoch time: 5.1969108582s, input_fired_time: 0.0650309026, output_fired_time: 0.0000000000, propagate_forward_time: 4.8747076988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2571721077
validation[          , genome  7081] predictions:    9719/  10000 (97.19%), best:    9741/10000 (97.41%), error:       905.55450, best error:       809.40509 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 60.3399200439s, input_fired_time: 0.5988597274, output_fired_time: 0.3525788784, propagate_forward_time: 24.3941707611, propagate_backward_time: 33.4838562012, weight_update_time: 0.0808389708, other_time: 1.5104598999
epoch time: 5.2487359047s, input_fired_time: 0.0676322952, output_fired_time: 0.0000000000, propagate_forward_time: 4.9174213409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636823654
validation[          , genome  7081] predictions:    9732/  10000 (97.32%), best:    9741/10000 (97.41%), error:       876.34253, best error:       809.40509 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 60.3647575378s, input_fired_time: 0.5963531733, output_fired_time: 0.3519025147, propagate_forward_time: 24.3721637726, propagate_backward_time: 33.5334625244, weight_update_time: 0.0807818323, other_time: 1.5108795166
epoch time: 5.1987133026s, input_fired_time: 0.0639091432, output_fired_time: 0.0000000000, propagate_forward_time: 4.8721971512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2626070976
validation[          , genome  7081] predictions:    9722/  10000 (97.22%), best:    9741/10000 (97.41%), error:       900.98676, best error:       809.40509 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 60.4362373352s, input_fired_time: 0.5996786356, output_fired_time: 0.3530675173, propagate_forward_time: 24.3963470459, propagate_backward_time: 33.5794029236, weight_update_time: 0.0813534036, other_time: 1.5077400208
epoch time: 5.1971006393s, input_fired_time: 0.0645231530, output_fired_time: 0.0000000000, propagate_forward_time: 4.8734564781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2591209412
validation[          , genome  7081] predictions:    9709/  10000 (97.09%), best:    9741/10000 (97.41%), error:       881.91388, best error:       809.40509 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 60.4742698669s, input_fired_time: 0.5984554291, output_fired_time: 0.3529712558, propagate_forward_time: 24.4267902374, propagate_backward_time: 33.5787010193, weight_update_time: 0.0816273689, other_time: 1.5173530579
epoch time: 5.1960005760s, input_fired_time: 0.0641292185, output_fired_time: 0.0000000000, propagate_forward_time: 4.8733358383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2585353851
validation[          , genome  7081] predictions:    9726/  10000 (97.26%), best:    9741/10000 (97.41%), error:       878.82019, best error:       809.40509 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 60.9726600647s, input_fired_time: 0.6016520858, output_fired_time: 0.3547063768, propagate_forward_time: 24.6499290466, propagate_backward_time: 33.8247947693, weight_update_time: 0.0819803104, other_time: 1.5415802002
epoch time: 5.1957640648s, input_fired_time: 0.0648936704, output_fired_time: 0.0000000000, propagate_forward_time: 4.8724784851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583918571
validation[          , genome  7081] predictions:    9706/  10000 (97.06%), best:    9741/10000 (97.41%), error:       960.37970, best error:       809.40509 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 61.6405830383s, input_fired_time: 0.6047765613, output_fired_time: 0.3581495285, propagate_forward_time: 24.9227466583, propagate_backward_time: 34.1961669922, weight_update_time: 0.0826630667, other_time: 1.5587387085
epoch time: 5.2054076195s, input_fired_time: 0.0660930723, output_fired_time: 0.0000000000, propagate_forward_time: 4.8774042130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2619104385
validation[          , genome  7081] predictions:    9736/  10000 (97.36%), best:    9741/10000 (97.41%), error:       886.50513, best error:       809.40509 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 60.5104866028s, input_fired_time: 0.5995764136, output_fired_time: 0.3528275490, propagate_forward_time: 24.4232311249, propagate_backward_time: 33.5788955688, weight_update_time: 0.0813334137, other_time: 1.5559539795
epoch time: 5.2033352852s, input_fired_time: 0.0656713322, output_fired_time: 0.0000000000, propagate_forward_time: 4.8760390282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2616248131
validation[          , genome  7081] predictions:    9728/  10000 (97.28%), best:    9741/10000 (97.41%), error:       892.26135, best error:       809.40509 on epoch:    85, 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: 26.3505268097s, input_fired_time: 0.3292565346, output_fired_time: 0.0000000000, propagate_forward_time: 24.6207237244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4005470276
best training[          , genome  7081] predictions:   49616/  50000 (99.23%), best:    9741/10000 (97.41%), error:      1559.74377, best error:       809.40509 on epoch:    85, 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: 5.2073087692s, input_fired_time: 0.0634016693, output_fired_time: 0.0000000000, propagate_forward_time: 4.8741421700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2697649002
   testing[          , genome  7081] predictions:    9777/  10000 (97.77%), best:    9741/10000 (97.41%), error:       815.39294, best error:       809.40509 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:03:34 (5875): called boinc_finish(0)

</stderr_txt>
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