Nameexact_genome_1512568488_41_5711_0
Workunit2599823
Created7 Dec 2017, 16:06:40 UTC
Sent7 Dec 2017, 16:08:51 UTC
Report deadline11 Dec 2017, 17:07:44 UTC
Received7 Dec 2017, 22:45:28 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 10 min 51 sec
CPU time1 hours 10 min 49 sec
Validate stateValid
Credit1,010.23
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.99 MB
Peak swap size150.69 MB
Peak disk usage0.93 MB

Stderr output

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

epoch time: 42.6401214600s, input_fired_time: 0.4745456874, output_fired_time: 0.3008889854, propagate_forward_time: 16.5489139557, propagate_backward_time: 23.7563457489, weight_update_time: 0.0627708882, other_time: 1.5594291687
epoch time: 3.2134635448s, input_fired_time: 0.0459873825, output_fired_time: 0.0000000000, propagate_forward_time: 2.9178273678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2496488094
validation[          , genome  5711] predictions:    9591/  10000 (95.91%), best:    9611/10000 (96.11%), error:      1386.55750, best error:      1334.72498 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 40.2544441223s, input_fired_time: 0.4656972587, output_fired_time: 0.2863996029, propagate_forward_time: 15.5616521835, propagate_backward_time: 22.4323616028, weight_update_time: 0.0593695380, other_time: 1.5083312988
epoch time: 3.1968147755s, input_fired_time: 0.0458095372, output_fired_time: 0.0000000000, propagate_forward_time: 2.9138984680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2371068001
validation[          , genome  5711] predictions:    9386/  10000 (93.86%), best:    9611/10000 (96.11%), error:      2016.99695, best error:      1334.72498 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 39.3427467346s, input_fired_time: 0.4567272067, output_fired_time: 0.2816855609, propagate_forward_time: 15.1592254639, propagate_backward_time: 21.8961696625, weight_update_time: 0.0580109879, other_time: 1.5489406586
epoch time: 3.4636113644s, input_fired_time: 0.0469843857, output_fired_time: 0.0000000000, propagate_forward_time: 3.1681108475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2485160828
validation[          , genome  5711] predictions:    9529/  10000 (95.29%), best:    9611/10000 (96.11%), error:      1602.56641, best error:      1334.72498 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 41.0774650574s, input_fired_time: 0.4711331427, output_fired_time: 0.2918520570, propagate_forward_time: 15.9020776749, propagate_backward_time: 22.8939533234, weight_update_time: 0.0609102622, other_time: 1.5184497833
epoch time: 3.2466661930s, input_fired_time: 0.0462905988, output_fired_time: 0.0000000000, propagate_forward_time: 2.9666988850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2336766720
validation[          , genome  5711] predictions:    9523/  10000 (95.23%), best:    9611/10000 (96.11%), error:      1548.43262, best error:      1334.72498 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 40.2300758362s, input_fired_time: 0.4597904980, output_fired_time: 0.2860341668, propagate_forward_time: 15.5896682739, propagate_backward_time: 22.4729804993, weight_update_time: 0.0595483035, other_time: 1.4216041565
epoch time: 3.1857123375s, input_fired_time: 0.0449103899, output_fired_time: 0.0000000000, propagate_forward_time: 2.9149234295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2258784771
validation[          , genome  5711] predictions:    9518/  10000 (95.18%), best:    9611/10000 (96.11%), error:      1521.74341, best error:      1334.72498 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 39.4442176819s, input_fired_time: 0.4531925023, output_fired_time: 0.2816576958, propagate_forward_time: 15.2683048248, propagate_backward_time: 22.0591449738, weight_update_time: 0.0586321615, other_time: 1.3819160461
epoch time: 3.1948809624s, input_fired_time: 0.0465057194, output_fired_time: 0.0000000000, propagate_forward_time: 2.9139008522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2344744205
validation[          , genome  5711] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1241.79724, best error:      1241.79724 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 37.7020378113s, input_fired_time: 0.4457595348, output_fired_time: 0.2709560990, propagate_forward_time: 14.5804710388, propagate_backward_time: 21.0570049286, weight_update_time: 0.0558497794, other_time: 1.3478450775
epoch time: 3.1887772083s, input_fired_time: 0.0460649133, output_fired_time: 0.0000000000, propagate_forward_time: 2.9139881134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2287242413
validation[          , genome  5711] predictions:    9609/  10000 (96.09%), best:    9655/10000 (96.55%), error:      1253.75012, best error:      1241.79724 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 37.6454772949s, input_fired_time: 0.4429959655, output_fired_time: 0.2706710696, propagate_forward_time: 14.5665464401, propagate_backward_time: 21.0497856140, weight_update_time: 0.0555854924, other_time: 1.3154754639
epoch time: 3.1865019798s, input_fired_time: 0.0458479486, output_fired_time: 0.0000000000, propagate_forward_time: 2.9128944874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2277595997
validation[          , genome  5711] predictions:    9634/  10000 (96.34%), best:    9634/10000 (96.34%), error:      1214.96814, best error:      1214.96814 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 37.6638908386s, input_fired_time: 0.4455499947, output_fired_time: 0.2706953883, propagate_forward_time: 14.5637102127, propagate_backward_time: 21.0587120056, weight_update_time: 0.0558374673, other_time: 1.3252258301
epoch time: 3.1886312962s, input_fired_time: 0.0465656482, output_fired_time: 0.0000000000, propagate_forward_time: 2.9126737118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2293920517
validation[          , genome  5711] predictions:    9557/  10000 (95.57%), best:    9634/10000 (96.34%), error:      1406.45728, best error:      1214.96814 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 40.8552932739s, input_fired_time: 0.4675964117, output_fired_time: 0.2912951112, propagate_forward_time: 15.8218488693, propagate_backward_time: 22.8406696320, weight_update_time: 0.0605798475, other_time: 1.4338817596
epoch time: 3.1995000839s, input_fired_time: 0.0461532846, output_fired_time: 0.0000000000, propagate_forward_time: 2.9227859974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2305607796
validation[          , genome  5711] predictions:    9654/  10000 (96.54%), best:    9654/10000 (96.54%), error:      1179.08276, best error:      1179.08276 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 38.5399475098s, input_fired_time: 0.4536381364, output_fired_time: 0.2776676416, propagate_forward_time: 14.8916044235, propagate_backward_time: 21.5513229370, weight_update_time: 0.0569851547, other_time: 1.3657112122
epoch time: 3.2729978561s, input_fired_time: 0.0489743128, output_fired_time: 0.0000000000, propagate_forward_time: 2.9856629372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2383606434
validation[          , genome  5711] predictions:    9622/  10000 (96.22%), best:    9654/10000 (96.54%), error:      1283.05334, best error:      1179.08276 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 38.7315406799s, input_fired_time: 0.4518102705, output_fired_time: 0.2795297503, propagate_forward_time: 15.0009546280, propagate_backward_time: 21.6409969330, weight_update_time: 0.0570412725, other_time: 1.3582515717
epoch time: 3.1898539066s, input_fired_time: 0.0459978916, output_fired_time: 0.0000000000, propagate_forward_time: 2.9146111012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2292449474
validation[          , genome  5711] predictions:    9624/  10000 (96.24%), best:    9654/10000 (96.54%), error:      1268.36414, best error:      1179.08276 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 39.1331367493s, input_fired_time: 0.4534974098, output_fired_time: 0.2829250097, propagate_forward_time: 15.1485996246, propagate_backward_time: 21.8821334839, weight_update_time: 0.0574406125, other_time: 1.3659801483
epoch time: 3.1875422001s, input_fired_time: 0.0450840555, output_fired_time: 0.0000000000, propagate_forward_time: 2.9146597385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2277984619
validation[          , genome  5711] predictions:    9549/  10000 (95.49%), best:    9654/10000 (96.54%), error:      1457.55530, best error:      1179.08276 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 39.1866836548s, input_fired_time: 0.4555819631, output_fired_time: 0.2887959480, propagate_forward_time: 15.1667070389, propagate_backward_time: 21.9170780182, weight_update_time: 0.0576909333, other_time: 1.3585224152
epoch time: 3.1872849464s, input_fired_time: 0.0458814688, output_fired_time: 0.0000000000, propagate_forward_time: 2.9140188694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2273845673
validation[          , genome  5711] predictions:    9633/  10000 (96.33%), best:    9654/10000 (96.54%), error:      1268.76672, best error:      1179.08276 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 38.6951866150s, input_fired_time: 0.4538494945, output_fired_time: 0.2771398127, propagate_forward_time: 14.9784374237, propagate_backward_time: 21.6193065643, weight_update_time: 0.0571866110, other_time: 1.3664512634
epoch time: 3.1917259693s, input_fired_time: 0.0463824980, output_fired_time: 0.0000000000, propagate_forward_time: 2.9141066074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2312369347
validation[          , genome  5711] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1159.54199, best error:      1159.54199 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 37.9067153931s, input_fired_time: 0.4496935904, output_fired_time: 0.2727874219, propagate_forward_time: 14.6369628906, propagate_backward_time: 21.1380996704, weight_update_time: 0.0558471158, other_time: 1.4091720581
epoch time: 3.9985549450s, input_fired_time: 0.0564586818, output_fired_time: 0.0000000000, propagate_forward_time: 3.6530070305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890892029
validation[          , genome  5711] predictions:    9638/  10000 (96.38%), best:    9661/10000 (96.61%), error:      1185.99255, best error:      1159.54199 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 41.5715560913s, input_fired_time: 0.4732288420, output_fired_time: 0.2962950766, propagate_forward_time: 16.1104564667, propagate_backward_time: 23.1756000519, weight_update_time: 0.0609523579, other_time: 1.5159759521
epoch time: 4.1269664764s, input_fired_time: 0.0573855676, output_fired_time: 0.0000000000, propagate_forward_time: 3.7767603397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2928206921
validation[          , genome  5711] predictions:    9653/  10000 (96.53%), best:    9661/10000 (96.61%), error:      1195.44714, best error:      1159.54199 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 43.0630569458s, input_fired_time: 0.4905835092, output_fired_time: 0.3043745458, propagate_forward_time: 16.7290287018, propagate_backward_time: 23.9829826355, weight_update_time: 0.0646780282, other_time: 1.5560855865
epoch time: 3.3109667301s, input_fired_time: 0.0482237563, output_fired_time: 0.0000000000, propagate_forward_time: 3.0169301033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2458128929
validation[          , genome  5711] predictions:    9650/  10000 (96.50%), best:    9661/10000 (96.61%), error:      1203.60010, best error:      1159.54199 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 40.4568557739s, input_fired_time: 0.4646870792, output_fired_time: 0.2889007330, propagate_forward_time: 15.6848306656, propagate_backward_time: 22.5466690063, weight_update_time: 0.0599076748, other_time: 1.4717674255
epoch time: 3.7489945889s, input_fired_time: 0.0533087701, output_fired_time: 0.0000000000, propagate_forward_time: 3.4297428131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659430504
validation[          , genome  5711] predictions:    9677/  10000 (96.77%), best:    9661/10000 (96.61%), error:      1170.77661, best error:      1159.54199 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 43.3805580139s, input_fired_time: 0.4841760397, output_fired_time: 0.3047915399, propagate_forward_time: 16.8647327423, propagate_backward_time: 24.1874027252, weight_update_time: 0.0645187646, other_time: 1.5394554138
epoch time: 3.2572932243s, input_fired_time: 0.0482578278, output_fired_time: 0.0000000000, propagate_forward_time: 2.9718756676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2371597290
validation[          , genome  5711] predictions:    9634/  10000 (96.34%), best:    9661/10000 (96.61%), error:      1225.78870, best error:      1159.54199 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 41.8621826172s, input_fired_time: 0.4772251844, output_fired_time: 0.2983153164, propagate_forward_time: 16.2617092133, propagate_backward_time: 23.3541698456, weight_update_time: 0.0626896247, other_time: 1.4707603455
epoch time: 3.1901192665s, input_fired_time: 0.0458396263, output_fired_time: 0.0000000000, propagate_forward_time: 2.9136309624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2306487560
validation[          , genome  5711] predictions:    9630/  10000 (96.30%), best:    9661/10000 (96.61%), error:      1267.38184, best error:      1159.54199 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 39.0843276978s, input_fired_time: 0.4607042670, output_fired_time: 0.2801611722, propagate_forward_time: 15.1145877838, propagate_backward_time: 21.8301849365, weight_update_time: 0.0585705340, other_time: 1.3986873627
epoch time: 3.1999261379s, input_fired_time: 0.0484848544, output_fired_time: 0.0000000000, propagate_forward_time: 2.9143278599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2371134758
validation[          , genome  5711] predictions:    9619/  10000 (96.19%), best:    9661/10000 (96.61%), error:      1195.19983, best error:      1159.54199 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 37.7178001404s, input_fired_time: 0.4489911795, output_fired_time: 0.2717483342, propagate_forward_time: 14.5754041672, propagate_backward_time: 21.0957508087, weight_update_time: 0.0558472723, other_time: 1.3259067535
epoch time: 3.1894533634s, input_fired_time: 0.0468140990, output_fired_time: 0.0000000000, propagate_forward_time: 2.9138548374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2287843227
validation[          , genome  5711] predictions:    9646/  10000 (96.46%), best:    9661/10000 (96.61%), error:      1222.19373, best error:      1159.54199 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 37.6540412903s, input_fired_time: 0.4476491511, output_fired_time: 0.2708300352, propagate_forward_time: 14.5660152435, propagate_backward_time: 21.0721263885, weight_update_time: 0.0551116653, other_time: 1.2974205017
epoch time: 3.1851513386s, input_fired_time: 0.0465689786, output_fired_time: 0.0000000000, propagate_forward_time: 2.9126865864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2258958817
validation[          , genome  5711] predictions:    9638/  10000 (96.38%), best:    9661/10000 (96.61%), error:      1257.56970, best error:      1159.54199 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 37.6587448120s, input_fired_time: 0.4497923851, output_fired_time: 0.2705924809, propagate_forward_time: 14.5771684647, propagate_backward_time: 21.0694770813, weight_update_time: 0.0550714135, other_time: 1.2917175293
epoch time: 3.1902260780s, input_fired_time: 0.0471239761, output_fired_time: 0.0000000000, propagate_forward_time: 2.9133388996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2297632694
validation[          , genome  5711] predictions:    9633/  10000 (96.33%), best:    9661/10000 (96.61%), error:      1235.02759, best error:      1159.54199 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 37.6610221863s, input_fired_time: 0.4486674666, output_fired_time: 0.2713349164, propagate_forward_time: 14.5808753967, propagate_backward_time: 21.0669059753, weight_update_time: 0.0550318323, other_time: 1.2932395935
epoch time: 3.1873126030s, input_fired_time: 0.0461075045, output_fired_time: 0.0000000000, propagate_forward_time: 2.9124710560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2287340164
validation[          , genome  5711] predictions:    9587/  10000 (95.87%), best:    9661/10000 (96.61%), error:      1395.63306, best error:      1159.54199 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 37.8432121277s, input_fired_time: 0.4503434598, output_fired_time: 0.2721290588, propagate_forward_time: 14.6342926025, propagate_backward_time: 21.1877460480, weight_update_time: 0.0552870557, other_time: 1.2987003326
epoch time: 3.1868910789s, input_fired_time: 0.0462310687, output_fired_time: 0.0000000000, propagate_forward_time: 2.9125907421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2280693054
validation[          , genome  5711] predictions:    9663/  10000 (96.63%), best:    9663/10000 (96.63%), error:      1150.85205, best error:      1150.85205 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 38.4819030762s, input_fired_time: 0.4570066035, output_fired_time: 0.2759599984, propagate_forward_time: 14.8612689972, propagate_backward_time: 21.5526294708, weight_update_time: 0.0567096844, other_time: 1.3350372314
epoch time: 3.1970856190s, input_fired_time: 0.0469688959, output_fired_time: 0.0000000000, propagate_forward_time: 2.9217197895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2283968925
validation[          , genome  5711] predictions:    9673/  10000 (96.73%), best:    9673/10000 (96.73%), error:      1090.30042, best error:      1090.30042 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 39.2118072510s, input_fired_time: 0.4612179697, output_fired_time: 0.2806930542, propagate_forward_time: 15.1648187637, propagate_backward_time: 21.9517917633, weight_update_time: 0.0573483147, other_time: 1.3532848358
epoch time: 3.1884365082s, input_fired_time: 0.0466486476, output_fired_time: 0.0000000000, propagate_forward_time: 2.9135854244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2282023430
validation[          , genome  5711] predictions:    9670/  10000 (96.70%), best:    9673/10000 (96.73%), error:      1105.63562, best error:      1090.30042 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 39.0530624390s, input_fired_time: 0.4599236250, output_fired_time: 0.2798455954, propagate_forward_time: 15.1163911819, propagate_backward_time: 21.8353557587, weight_update_time: 0.0572445020, other_time: 1.3615474701
epoch time: 3.2317302227s, input_fired_time: 0.0497980379, output_fired_time: 0.0000000000, propagate_forward_time: 2.9404950142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2414371967
validation[          , genome  5711] predictions:    9673/  10000 (96.73%), best:    9673/10000 (96.73%), error:      1100.58508, best error:      1090.30042 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 37.7244796753s, input_fired_time: 0.4504754841, output_fired_time: 0.2714795768, propagate_forward_time: 14.5926609039, propagate_backward_time: 21.1005878448, weight_update_time: 0.0553402379, other_time: 1.3092765808
epoch time: 3.1928205490s, input_fired_time: 0.0469868891, output_fired_time: 0.0000000000, propagate_forward_time: 2.9146189690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2312147617
validation[          , genome  5711] predictions:    9629/  10000 (96.29%), best:    9673/10000 (96.73%), error:      1234.02075, best error:      1090.30042 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 37.6160469055s, input_fired_time: 0.4476422668, output_fired_time: 0.2700595856, propagate_forward_time: 14.5581483841, propagate_backward_time: 21.0526123047, weight_update_time: 0.0551286601, other_time: 1.2875862122
epoch time: 3.1923615932s, input_fired_time: 0.0466246419, output_fired_time: 0.0000000000, propagate_forward_time: 2.9160926342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2296442986
validation[          , genome  5711] predictions:    9646/  10000 (96.46%), best:    9673/10000 (96.73%), error:      1190.63379, best error:      1090.30042 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 37.7463188171s, input_fired_time: 0.4489919841, output_fired_time: 0.2706406713, propagate_forward_time: 14.6112928391, propagate_backward_time: 21.1202697754, weight_update_time: 0.0552244112, other_time: 1.2951202393
epoch time: 3.6698815823s, input_fired_time: 0.0525143109, output_fired_time: 0.0000000000, propagate_forward_time: 3.3578732014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2594940662
validation[          , genome  5711] predictions:    9609/  10000 (96.09%), best:    9673/10000 (96.73%), error:      1308.93091, best error:      1090.30042 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 37.8436203003s, input_fired_time: 0.4509165287, output_fired_time: 0.2716478109, propagate_forward_time: 14.6536865234, propagate_backward_time: 21.1592426300, weight_update_time: 0.0556056052, other_time: 1.3081264496
epoch time: 3.1876218319s, input_fired_time: 0.0462519191, output_fired_time: 0.0000000000, propagate_forward_time: 2.9139823914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2273874283
validation[          , genome  5711] predictions:    9677/  10000 (96.77%), best:    9673/10000 (96.73%), error:      1116.30518, best error:      1090.30042 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 37.8283882141s, input_fired_time: 0.4514301121, output_fired_time: 0.2718731761, propagate_forward_time: 14.6446523666, propagate_backward_time: 21.1507816315, weight_update_time: 0.0556230322, other_time: 1.3096485138
epoch time: 3.1919519901s, input_fired_time: 0.0476839840, output_fired_time: 0.0000000000, propagate_forward_time: 2.9124193192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2318487167
validation[          , genome  5711] predictions:    9629/  10000 (96.29%), best:    9673/10000 (96.73%), error:      1272.42383, best error:      1090.30042 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 37.9298477173s, input_fired_time: 0.4614841342, output_fired_time: 0.2730152607, propagate_forward_time: 14.6674766541, propagate_backward_time: 21.2134647369, weight_update_time: 0.0558301546, other_time: 1.3144092560
epoch time: 3.2015299797s, input_fired_time: 0.0472691059, output_fired_time: 0.0000000000, propagate_forward_time: 2.9197959900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2344648838
validation[          , genome  5711] predictions:    9668/  10000 (96.68%), best:    9673/10000 (96.73%), error:      1174.66492, best error:      1090.30042 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 37.7159118652s, input_fired_time: 0.4509995282, output_fired_time: 0.2718962729, propagate_forward_time: 14.5979652405, propagate_backward_time: 21.0872249603, weight_update_time: 0.0556379072, other_time: 1.3078250885
epoch time: 3.1897959709s, input_fired_time: 0.0466309935, output_fired_time: 0.0000000000, propagate_forward_time: 2.9131877422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2299771309
validation[          , genome  5711] predictions:    9622/  10000 (96.22%), best:    9673/10000 (96.73%), error:      1272.56519, best error:      1090.30042 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 37.7762527466s, input_fired_time: 0.4505872428, output_fired_time: 0.2720423639, propagate_forward_time: 14.6175031662, propagate_backward_time: 21.1270446777, weight_update_time: 0.0555481762, other_time: 1.3090744019
epoch time: 3.2032561302s, input_fired_time: 0.0488396138, output_fired_time: 0.0000000000, propagate_forward_time: 2.9176578522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2367587090
validation[          , genome  5711] predictions:    9677/  10000 (96.77%), best:    9673/10000 (96.73%), error:      1099.04041, best error:      1090.30042 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 37.7251014709s, input_fired_time: 0.4498630464, output_fired_time: 0.2714846432, propagate_forward_time: 14.5980587006, propagate_backward_time: 21.0994491577, weight_update_time: 0.0553799607, other_time: 1.3062458038
epoch time: 3.1893649101s, input_fired_time: 0.0466090180, output_fired_time: 0.0000000000, propagate_forward_time: 2.9135417938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2292141914
validation[          , genome  5711] predictions:    9620/  10000 (96.20%), best:    9673/10000 (96.73%), error:      1289.54358, best error:      1090.30042 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 37.6760826111s, input_fired_time: 0.4506440759, output_fired_time: 0.2718166709, propagate_forward_time: 14.5795230865, propagate_backward_time: 21.0833530426, weight_update_time: 0.0553222820, other_time: 1.2907447815
epoch time: 3.1838901043s, input_fired_time: 0.0462687276, output_fired_time: 0.0000000000, propagate_forward_time: 2.9122002125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2254211903
validation[          , genome  5711] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1055.14673, best error:      1055.14673 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 37.7145423889s, input_fired_time: 0.4499292970, output_fired_time: 0.2725887299, propagate_forward_time: 14.5824251175, propagate_backward_time: 21.1164093018, weight_update_time: 0.0550711118, other_time: 1.2931938171
epoch time: 3.2089757919s, input_fired_time: 0.0480959564, output_fired_time: 0.0000000000, propagate_forward_time: 2.9276816845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2331981659
validation[          , genome  5711] predictions:    9644/  10000 (96.44%), best:    9672/10000 (96.72%), error:      1214.11621, best error:      1055.14673 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 37.6098747253s, input_fired_time: 0.4470820129, output_fired_time: 0.2710583806, propagate_forward_time: 14.5585775375, propagate_backward_time: 21.0535812378, weight_update_time: 0.0549662411, other_time: 1.2795753479
epoch time: 3.1873786449s, input_fired_time: 0.0471596457, output_fired_time: 0.0000000000, propagate_forward_time: 2.9124581814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2277607918
validation[          , genome  5711] predictions:    9660/  10000 (96.60%), best:    9672/10000 (96.72%), error:      1133.65210, best error:      1055.14673 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 37.6475028992s, input_fired_time: 0.4488977790, output_fired_time: 0.2709032893, propagate_forward_time: 14.5723085403, propagate_backward_time: 21.0669841766, weight_update_time: 0.0550403371, other_time: 1.2884082794
epoch time: 3.1869409084s, input_fired_time: 0.0472762175, output_fired_time: 0.0000000000, propagate_forward_time: 2.9120812416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2275834084
validation[          , genome  5711] predictions:    9605/  10000 (96.05%), best:    9672/10000 (96.72%), error:      1325.40063, best error:      1055.14673 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 37.7420539856s, input_fired_time: 0.4527436495, output_fired_time: 0.2714923024, propagate_forward_time: 14.5891580582, propagate_backward_time: 21.1251640320, weight_update_time: 0.0552665293, other_time: 1.3034973145
epoch time: 3.1898756027s, input_fired_time: 0.0473644137, output_fired_time: 0.0000000000, propagate_forward_time: 2.9144015312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2281095982
validation[          , genome  5711] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:      1017.91669, best error:      1017.91669 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 38.8814430237s, input_fired_time: 0.4603546858, output_fired_time: 0.2794348001, propagate_forward_time: 15.0360069275, propagate_backward_time: 21.7461528778, weight_update_time: 0.0574196167, other_time: 1.3594951630
epoch time: 3.1884784698s, input_fired_time: 0.0473170578, output_fired_time: 0.0000000000, propagate_forward_time: 2.9128432274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2283182144
validation[          , genome  5711] predictions:    9477/  10000 (94.77%), best:    9701/10000 (97.01%), error:      1734.45081, best error:      1017.91669 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 37.8163414001s, input_fired_time: 0.4514157772, output_fired_time: 0.2729226649, propagate_forward_time: 14.6200819016, propagate_backward_time: 21.1690578461, weight_update_time: 0.0550307222, other_time: 1.3028621674
epoch time: 3.2822163105s, input_fired_time: 0.0505653471, output_fired_time: 0.0000000000, propagate_forward_time: 2.9904334545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2412176132
validation[          , genome  5711] predictions:    9660/  10000 (96.60%), best:    9701/10000 (97.01%), error:      1177.55237, best error:      1017.91669 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 38.8376884460s, input_fired_time: 0.4617505372, output_fired_time: 0.2780479491, propagate_forward_time: 15.0172414780, propagate_backward_time: 21.7122020721, weight_update_time: 0.0569399297, other_time: 1.3684444427
epoch time: 3.1912703514s, input_fired_time: 0.0470825732, output_fired_time: 0.0000000000, propagate_forward_time: 2.9131209850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2310667038
validation[          , genome  5711] predictions:    9675/  10000 (96.75%), best:    9701/10000 (97.01%), error:      1112.69104, best error:      1017.91669 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 37.6496238708s, input_fired_time: 0.4499885738, output_fired_time: 0.2707651854, propagate_forward_time: 14.5702075958, propagate_backward_time: 21.0638256073, weight_update_time: 0.0552198216, other_time: 1.2948379517
epoch time: 3.1873168945s, input_fired_time: 0.0472230688, output_fired_time: 0.0000000000, propagate_forward_time: 2.9133098125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2267839909
validation[          , genome  5711] predictions:    9690/  10000 (96.90%), best:    9701/10000 (97.01%), error:      1078.75964, best error:      1017.91669 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 37.8591346741s, input_fired_time: 0.4587854445, output_fired_time: 0.2721012235, propagate_forward_time: 14.6423711777, propagate_backward_time: 21.1804656982, weight_update_time: 0.0556134805, other_time: 1.3054084778
epoch time: 3.2007327080s, input_fired_time: 0.0482708216, output_fired_time: 0.0000000000, propagate_forward_time: 2.9150471687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2374148369
validation[          , genome  5711] predictions:    9688/  10000 (96.88%), best:    9701/10000 (97.01%), error:      1098.47815, best error:      1017.91669 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 37.6896286011s, input_fired_time: 0.4537262917, output_fired_time: 0.2713752687, propagate_forward_time: 14.5746221542, propagate_backward_time: 21.0883522034, weight_update_time: 0.0554184504, other_time: 1.3015518188
epoch time: 3.1922585964s, input_fired_time: 0.0475330316, output_fired_time: 0.0000000000, propagate_forward_time: 2.9153728485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2293527126
validation[          , genome  5711] predictions:    9686/  10000 (96.86%), best:    9701/10000 (97.01%), error:      1068.86365, best error:      1017.91669 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 37.7115554810s, input_fired_time: 0.4534330666, output_fired_time: 0.2711683214, propagate_forward_time: 14.5922813416, propagate_backward_time: 21.0934543610, weight_update_time: 0.0553648509, other_time: 1.3012180328
epoch time: 3.1914255619s, input_fired_time: 0.0474245250, output_fired_time: 0.0000000000, propagate_forward_time: 2.9160554409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2279455662
validation[          , genome  5711] predictions:    9660/  10000 (96.60%), best:    9701/10000 (97.01%), error:      1171.82349, best error:      1017.91669 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 39.5802116394s, input_fired_time: 0.4677279890, output_fired_time: 0.2876561582, propagate_forward_time: 15.3428039551, propagate_backward_time: 22.1191864014, weight_update_time: 0.0579998381, other_time: 1.3628387451
epoch time: 3.1887876987s, input_fired_time: 0.0470884480, output_fired_time: 0.0000000000, propagate_forward_time: 2.9123806953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2293186188
validation[          , genome  5711] predictions:    9485/  10000 (94.85%), best:    9701/10000 (97.01%), error:      1581.71704, best error:      1017.91669 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 37.6309776306s, input_fired_time: 0.4538888335, output_fired_time: 0.2706815004, propagate_forward_time: 14.5613822937, propagate_backward_time: 21.0481281281, weight_update_time: 0.0551946051, other_time: 1.2968959808
epoch time: 3.1888713837s, input_fired_time: 0.0481317081, output_fired_time: 0.0000000000, propagate_forward_time: 2.9121751785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2285645008
validation[          , genome  5711] predictions:    9629/  10000 (96.29%), best:    9701/10000 (97.01%), error:      1207.31836, best error:      1017.91669 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 37.6354713440s, input_fired_time: 0.4539369643, output_fired_time: 0.2704371810, propagate_forward_time: 14.5631742477, propagate_backward_time: 21.0518074036, weight_update_time: 0.0553293116, other_time: 1.2961158752
epoch time: 3.2152721882s, input_fired_time: 0.0493742302, output_fired_time: 0.0000000000, propagate_forward_time: 2.9202160835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2456817627
validation[          , genome  5711] predictions:    9699/  10000 (96.99%), best:    9701/10000 (97.01%), error:      1029.55249, best error:      1017.91669 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 39.6812133789s, input_fired_time: 0.4683091342, output_fired_time: 0.2845613658, propagate_forward_time: 15.3959283829, propagate_backward_time: 22.1499919891, weight_update_time: 0.0578421019, other_time: 1.3824253082
epoch time: 3.4032876492s, input_fired_time: 0.0495303646, output_fired_time: 0.0000000000, propagate_forward_time: 3.1109678745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2427895069
validation[          , genome  5711] predictions:    9684/  10000 (96.84%), best:    9701/10000 (97.01%), error:      1137.04297, best error:      1017.91669 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 40.4602928162s, input_fired_time: 0.4692710936, output_fired_time: 0.2913276553, propagate_forward_time: 15.6842784882, propagate_backward_time: 22.6492843628, weight_update_time: 0.0584624223, other_time: 1.3661289215
epoch time: 3.2984945774s, input_fired_time: 0.0493364893, output_fired_time: 0.0000000000, propagate_forward_time: 3.0134272575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2357308865
validation[          , genome  5711] predictions:    9689/  10000 (96.89%), best:    9701/10000 (97.01%), error:      1065.51062, best error:      1017.91669 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 40.1453018188s, input_fired_time: 0.4704346359, output_fired_time: 0.2887842953, propagate_forward_time: 15.5456190109, propagate_backward_time: 22.4699020386, weight_update_time: 0.0583827496, other_time: 1.3705596924
epoch time: 3.5502710342s, input_fired_time: 0.0523115098, output_fired_time: 0.0000000000, propagate_forward_time: 3.2447183132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2532413006
validation[          , genome  5711] predictions:    9668/  10000 (96.68%), best:    9701/10000 (97.01%), error:      1109.99976, best error:      1017.91669 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 40.3004684448s, input_fired_time: 0.4726319313, output_fired_time: 0.2910259366, propagate_forward_time: 15.6293525696, propagate_backward_time: 22.5239944458, weight_update_time: 0.0582394414, other_time: 1.3834609985
epoch time: 3.3705778122s, input_fired_time: 0.0495014712, output_fired_time: 0.0000000000, propagate_forward_time: 3.0836958885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2373805046
validation[          , genome  5711] predictions:    9596/  10000 (95.96%), best:    9701/10000 (97.01%), error:      1285.66309, best error:      1017.91669 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 40.3550987244s, input_fired_time: 0.4723785222, output_fired_time: 0.2900438011, propagate_forward_time: 15.6783838272, propagate_backward_time: 22.5358715057, weight_update_time: 0.0581367277, other_time: 1.3784236908
epoch time: 3.3413467407s, input_fired_time: 0.0490850843, output_fired_time: 0.0000000000, propagate_forward_time: 3.0568661690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2353954315
validation[          , genome  5711] predictions:    9663/  10000 (96.63%), best:    9701/10000 (97.01%), error:      1078.98938, best error:      1017.91669 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 39.0586547852s, input_fired_time: 0.4609869421, output_fired_time: 0.2807523012, propagate_forward_time: 15.1384248734, propagate_backward_time: 21.8545074463, weight_update_time: 0.0569823273, other_time: 1.3239822388
epoch time: 3.1876564026s, input_fired_time: 0.0477629900, output_fired_time: 0.0000000000, propagate_forward_time: 2.9118881226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2280054092
validation[          , genome  5711] predictions:    9685/  10000 (96.85%), best:    9701/10000 (97.01%), error:      1057.90503, best error:      1017.91669 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 38.1065444946s, input_fired_time: 0.4581460357, output_fired_time: 0.2740572095, propagate_forward_time: 14.7537794113, propagate_backward_time: 21.3059425354, weight_update_time: 0.0557458475, other_time: 1.3146209717
epoch time: 3.2107319832s, input_fired_time: 0.0506600775, output_fired_time: 0.0000000000, propagate_forward_time: 2.9204931259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2395787239
validation[          , genome  5711] predictions:    9606/  10000 (96.06%), best:    9701/10000 (97.01%), error:      1274.88428, best error:      1017.91669 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 39.5938911438s, input_fired_time: 0.4669107199, output_fired_time: 0.2828400135, propagate_forward_time: 15.3227930069, propagate_backward_time: 22.1556072235, weight_update_time: 0.0576415174, other_time: 1.3657398224
epoch time: 3.1882014275s, input_fired_time: 0.0483464822, output_fired_time: 0.0000000000, propagate_forward_time: 2.9119551182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2278997898
validation[          , genome  5711] predictions:    9633/  10000 (96.33%), best:    9701/10000 (97.01%), error:      1204.83984, best error:      1017.91669 on epoch:    57, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 38.0503044128s, input_fired_time: 0.4589939117, output_fired_time: 0.2734060287, propagate_forward_time: 14.7303075790, propagate_backward_time: 21.2638549805, weight_update_time: 0.0555853918, other_time: 1.3237380981
epoch time: 3.1934087276s, input_fired_time: 0.0482636429, output_fired_time: 0.0000000000, propagate_forward_time: 2.9136114120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2315337658
validation[          , genome  5711] predictions:    9672/  10000 (96.72%), best:    9701/10000 (97.01%), error:      1057.94275, best error:      1017.91669 on epoch:    57, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 38.1843376160s, input_fired_time: 0.4631303549, output_fired_time: 0.2744110823, propagate_forward_time: 14.7654685974, propagate_backward_time: 21.3547687531, weight_update_time: 0.0561032705, other_time: 1.3265590668
epoch time: 3.1931908131s, input_fired_time: 0.0483233668, output_fired_time: 0.0000000000, propagate_forward_time: 2.9142134190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2306540012
validation[          , genome  5711] predictions:    9702/  10000 (97.02%), best:    9701/10000 (97.01%), error:      1033.42566, best error:      1017.91669 on epoch:    57, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 38.1879234314s, input_fired_time: 0.4659448266, output_fired_time: 0.2742981017, propagate_forward_time: 14.7780637741, propagate_backward_time: 21.3516559601, weight_update_time: 0.0560987666, other_time: 1.3179569244
epoch time: 3.1941676140s, input_fired_time: 0.0484154895, output_fired_time: 0.0000000000, propagate_forward_time: 2.9147469997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2310051918
validation[          , genome  5711] predictions:    9663/  10000 (96.63%), best:    9701/10000 (97.01%), error:      1123.36462, best error:      1017.91669 on epoch:    57, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 39.7265129089s, input_fired_time: 0.4702057242, output_fired_time: 0.2842305005, propagate_forward_time: 15.3796463013, propagate_backward_time: 22.2259101868, weight_update_time: 0.0579794236, other_time: 1.3665199280
epoch time: 3.2058696747s, input_fired_time: 0.0505189411, output_fired_time: 0.0000000000, propagate_forward_time: 2.9137427807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2416079044
validation[          , genome  5711] predictions:    9683/  10000 (96.83%), best:    9701/10000 (97.01%), error:      1089.53455, best error:      1017.91669 on epoch:    57, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 38.2261314392s, input_fired_time: 0.4621437192, output_fired_time: 0.2753751576, propagate_forward_time: 14.7807674408, propagate_backward_time: 21.3798198700, weight_update_time: 0.0557518490, other_time: 1.3280258179
epoch time: 3.1960775852s, input_fired_time: 0.0484453626, output_fired_time: 0.0000000000, propagate_forward_time: 2.9157309532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2319011688
validation[          , genome  5711] predictions:    9682/  10000 (96.82%), best:    9701/10000 (97.01%), error:      1052.00586, best error:      1017.91669 on epoch:    57, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 37.7657661438s, input_fired_time: 0.4571314752, output_fired_time: 0.2750884295, propagate_forward_time: 14.5836620331, propagate_backward_time: 21.1452445984, weight_update_time: 0.0550698452, other_time: 1.3046398163
epoch time: 3.1921284199s, input_fired_time: 0.0484146364, output_fired_time: 0.0000000000, propagate_forward_time: 2.9131107330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2306029797
validation[          , genome  5711] predictions:    9626/  10000 (96.26%), best:    9701/10000 (97.01%), error:      1290.51123, best error:      1017.91669 on epoch:    57, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 38.0739135742s, input_fired_time: 0.4593271315, output_fired_time: 0.2757190764, propagate_forward_time: 14.7141609192, propagate_backward_time: 21.3181152344, weight_update_time: 0.0555380769, other_time: 1.3065910339
epoch time: 3.4205005169s, input_fired_time: 0.0509341024, output_fired_time: 0.0000000000, propagate_forward_time: 3.1267993450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2427670956
validation[          , genome  5711] predictions:    9685/  10000 (96.85%), best:    9701/10000 (97.01%), error:      1039.58813, best error:      1017.91669 on epoch:    57, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 38.2040443420s, input_fired_time: 0.4586748779, output_fired_time: 0.2744202614, propagate_forward_time: 14.7845067978, propagate_backward_time: 21.3681507111, weight_update_time: 0.0554456227, other_time: 1.3182888031
epoch time: 3.2003645897s, input_fired_time: 0.0479469374, output_fired_time: 0.0000000000, propagate_forward_time: 2.9224829674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2299346924
validation[          , genome  5711] predictions:    9637/  10000 (96.37%), best:    9701/10000 (97.01%), error:      1185.63171, best error:      1017.91669 on epoch:    57, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 37.7152175903s, input_fired_time: 0.4558740258, output_fired_time: 0.2717554867, propagate_forward_time: 14.5972690582, propagate_backward_time: 21.1070098877, weight_update_time: 0.0549947582, other_time: 1.2833080292
epoch time: 3.4777822495s, input_fired_time: 0.0515949763, output_fired_time: 0.0000000000, propagate_forward_time: 3.1813316345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2448556423
validation[          , genome  5711] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       983.86432, best error:       983.86432 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 37.7115249634s, input_fired_time: 0.4552468956, output_fired_time: 0.2709903717, propagate_forward_time: 14.6040143967, propagate_backward_time: 21.0899486542, weight_update_time: 0.0550447516, other_time: 1.2913265228
epoch time: 3.1879687309s, input_fired_time: 0.0480758399, output_fired_time: 0.0000000000, propagate_forward_time: 2.9119575024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2279353142
validation[          , genome  5711] predictions:    9694/  10000 (96.94%), best:    9711/10000 (97.11%), error:      1041.47302, best error:       983.86432 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 37.6065101624s, input_fired_time: 0.4551094770, output_fired_time: 0.2705685794, propagate_forward_time: 14.5584259033, propagate_backward_time: 21.0380020142, weight_update_time: 0.0548430905, other_time: 1.2844047546
epoch time: 3.1877431870s, input_fired_time: 0.0483018644, output_fired_time: 0.0000000000, propagate_forward_time: 2.9123013020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2271399498
validation[          , genome  5711] predictions:    9659/  10000 (96.59%), best:    9711/10000 (97.11%), error:      1128.41223, best error:       983.86432 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 37.6470451355s, input_fired_time: 0.4577159286, output_fired_time: 0.2710511684, propagate_forward_time: 14.5717716217, propagate_backward_time: 21.0603485107, weight_update_time: 0.0550253317, other_time: 1.2861614227
epoch time: 3.2090075016s, input_fired_time: 0.0494688340, output_fired_time: 0.0000000000, propagate_forward_time: 2.9229767323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2365620136
validation[          , genome  5711] predictions:    9692/  10000 (96.92%), best:    9711/10000 (97.11%), error:      1058.55432, best error:       983.86432 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 38.1579666138s, input_fired_time: 0.4590592980, output_fired_time: 0.2737349868, propagate_forward_time: 14.7764387131, propagate_backward_time: 21.3522129059, weight_update_time: 0.0557312742, other_time: 1.2965183258
epoch time: 3.4555139542s, input_fired_time: 0.0521705486, output_fired_time: 0.0000000000, propagate_forward_time: 3.1568984985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2464449406
validation[          , genome  5711] predictions:    9672/  10000 (96.72%), best:    9711/10000 (97.11%), error:      1038.67456, best error:       983.86432 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 37.6751518250s, input_fired_time: 0.4572906792, output_fired_time: 0.2714077234, propagate_forward_time: 14.5860509872, propagate_backward_time: 21.0726165771, weight_update_time: 0.0551739745, other_time: 1.2877845764
epoch time: 3.1861550808s, input_fired_time: 0.0481802858, output_fired_time: 0.0000000000, propagate_forward_time: 2.9114706516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2265040874
validation[          , genome  5711] predictions:    9672/  10000 (96.72%), best:    9711/10000 (97.11%), error:      1053.49512, best error:       983.86432 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 40.9299697876s, input_fired_time: 0.4797660410, output_fired_time: 0.2909424305, propagate_forward_time: 15.8738746643, propagate_backward_time: 22.8786735535, weight_update_time: 0.0593653768, other_time: 1.4067115784
epoch time: 3.1859509945s, input_fired_time: 0.0481795184, output_fired_time: 0.0000000000, propagate_forward_time: 2.9104337692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2273375988
validation[          , genome  5711] predictions:    9652/  10000 (96.52%), best:    9711/10000 (97.11%), error:      1184.93628, best error:       983.86432 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 38.6667098999s, input_fired_time: 0.4656739235, output_fired_time: 0.2776290774, propagate_forward_time: 14.9731426239, propagate_backward_time: 21.5948734283, weight_update_time: 0.0563248172, other_time: 1.3553886414
epoch time: 3.1976120472s, input_fired_time: 0.0493167304, output_fired_time: 0.0000000000, propagate_forward_time: 2.9174802303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2308151722
validation[          , genome  5711] predictions:    9703/  10000 (97.03%), best:    9711/10000 (97.11%), error:      1027.36157, best error:       983.86432 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 37.7513771057s, input_fired_time: 0.4592872262, output_fired_time: 0.2723423243, propagate_forward_time: 14.6029615402, propagate_backward_time: 21.1096134186, weight_update_time: 0.0550136715, other_time: 1.3071727753
epoch time: 3.2080829144s, input_fired_time: 0.0517385937, output_fired_time: 0.0000000000, propagate_forward_time: 2.9211194515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2352249622
validation[          , genome  5711] predictions:    9638/  10000 (96.38%), best:    9711/10000 (97.11%), error:      1191.44421, best error:       983.86432 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 37.7172508240s, input_fired_time: 0.4602189660, output_fired_time: 0.2737877369, propagate_forward_time: 14.5905485153, propagate_backward_time: 21.0879802704, weight_update_time: 0.0551415943, other_time: 1.3047122955
epoch time: 3.1962890625s, input_fired_time: 0.0491672494, output_fired_time: 0.0000000000, propagate_forward_time: 2.9138410091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2332808971
validation[          , genome  5711] predictions:    9663/  10000 (96.63%), best:    9711/10000 (97.11%), error:      1156.12756, best error:       983.86432 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 37.7168350220s, input_fired_time: 0.4592869580, output_fired_time: 0.2742467225, propagate_forward_time: 14.5895843506, propagate_backward_time: 21.0867938995, weight_update_time: 0.0548708811, other_time: 1.3069248199
epoch time: 3.1952717304s, input_fired_time: 0.0490767509, output_fired_time: 0.0000000000, propagate_forward_time: 2.9133698940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2328250408
validation[          , genome  5711] predictions:    9682/  10000 (96.82%), best:    9711/10000 (97.11%), error:      1030.06665, best error:       983.86432 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 37.9772338867s, input_fired_time: 0.4639572501, output_fired_time: 0.2819840312, propagate_forward_time: 14.6848831177, propagate_backward_time: 21.2248077393, weight_update_time: 0.0552942082, other_time: 1.3216018677
epoch time: 3.1989114285s, input_fired_time: 0.0498071052, output_fired_time: 0.0000000000, propagate_forward_time: 2.9176623821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2314419746
validation[          , genome  5711] predictions:    9618/  10000 (96.18%), best:    9711/10000 (97.11%), error:      1239.83716, best error:       983.86432 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 37.7936820984s, input_fired_time: 0.4611221552, output_fired_time: 0.2724406421, propagate_forward_time: 14.6307048798, propagate_backward_time: 21.1232013702, weight_update_time: 0.0551258512, other_time: 1.3062133789
epoch time: 3.1996848583s, input_fired_time: 0.0495255180, output_fired_time: 0.0000000000, propagate_forward_time: 2.9196591377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2305002213
validation[          , genome  5711] predictions:    9701/  10000 (97.01%), best:    9711/10000 (97.11%), error:      1061.14221, best error:       983.86432 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 37.7025146484s, input_fired_time: 0.4605397582, output_fired_time: 0.2720930278, propagate_forward_time: 14.5911598206, propagate_backward_time: 21.0844306946, weight_update_time: 0.0549533740, other_time: 1.2942886353
epoch time: 3.1928038597s, input_fired_time: 0.0494756326, output_fired_time: 0.0000000000, propagate_forward_time: 2.9140744209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2292537689
validation[          , genome  5711] predictions:    9699/  10000 (96.99%), best:    9711/10000 (97.11%), error:      1024.24133, best error:       983.86432 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 38.0001525879s, input_fired_time: 0.4667747319, output_fired_time: 0.2738654017, propagate_forward_time: 14.7123832703, propagate_backward_time: 21.2239627838, weight_update_time: 0.0555365011, other_time: 1.3231678009
epoch time: 3.1945924759s, input_fired_time: 0.0493001640, output_fired_time: 0.0000000000, propagate_forward_time: 2.9140703678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2312219143
validation[          , genome  5711] predictions:    9694/  10000 (96.94%), best:    9711/10000 (97.11%), error:      1034.00806, best error:       983.86432 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 38.7558059692s, input_fired_time: 0.4685289860, output_fired_time: 0.2785379887, propagate_forward_time: 14.9898548126, propagate_backward_time: 21.6768054962, weight_update_time: 0.0563827045, other_time: 1.3420791626
epoch time: 3.1942229271s, input_fired_time: 0.0490556061, output_fired_time: 0.0000000000, propagate_forward_time: 2.9156017303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2295656204
validation[          , genome  5711] predictions:    9698/  10000 (96.98%), best:    9711/10000 (97.11%), error:      1007.80609, best error:       983.86432 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 37.7655029297s, input_fired_time: 0.4612969458, output_fired_time: 0.2728142440, propagate_forward_time: 14.6103143692, propagate_backward_time: 21.1228866577, weight_update_time: 0.0548377782, other_time: 1.2981910706
epoch time: 3.2112307549s, input_fired_time: 0.0517019555, output_fired_time: 0.0000000000, propagate_forward_time: 2.9227688313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2367599010
validation[          , genome  5711] predictions:    9688/  10000 (96.88%), best:    9711/10000 (97.11%), error:      1039.02039, best error:       983.86432 on epoch:    84, 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: 15.9986324310s, input_fired_time: 0.2466800809, output_fired_time: 0.0000000000, propagate_forward_time: 14.5681667328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1837854385
best training[          , genome  5711] predictions:   49256/  50000 (98.51%), best:    9711/10000 (97.11%), error:      2860.45410, best error:       983.86432 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 3.5632059574s, input_fired_time: 0.0517094769, output_fired_time: 0.0000000000, propagate_forward_time: 3.2524456978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2590508461
   testing[          , genome  5711] predictions:    9725/  10000 (97.25%), best:    9711/10000 (97.11%), error:       880.58667, best error:       983.86432 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:45:13 (5565): called boinc_finish(0)

</stderr_txt>
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