Nameexact_genome_1512568488_43_1232_1
Workunit2577458
Created6 Dec 2017, 18:38:46 UTC
Sent6 Dec 2017, 18:44:20 UTC
Report deadline11 Dec 2017, 3:23:18 UTC
Received7 Dec 2017, 21:53:50 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time1 hours 41 min 37 sec
CPU time1 hours 41 min 35 sec
Validate stateValid
Credit1,090.10
Device peak FLOPS3.77 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.96 MB
Peak swap size150.62 MB
Peak disk usage0.97 MB

Stderr output

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

epoch time: 55.9693069458s, input_fired_time: 0.4843348563, output_fired_time: 0.3318396509, propagate_forward_time: 22.8567523956, propagate_backward_time: 30.5447578430, weight_update_time: 0.0768684074, other_time: 1.7516212463
epoch time: 4.7429761887s, input_fired_time: 0.0513803437, output_fired_time: 0.0000000000, propagate_forward_time: 4.4053454399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2862505913
validation[          , genome  1232] predictions:    9554/  10000 (95.54%), best:    9606/10000 (96.06%), error:      1500.33008, best error:      1294.04565 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 52.9264221191s, input_fired_time: 0.4691816866, output_fired_time: 0.3101931512, propagate_forward_time: 21.6182117462, propagate_backward_time: 28.8766632080, weight_update_time: 0.0740495622, other_time: 1.6521739960
epoch time: 4.6237554550s, input_fired_time: 0.0517054312, output_fired_time: 0.0000000000, propagate_forward_time: 4.2830262184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890238762
validation[          , genome  1232] predictions:    9563/  10000 (95.63%), best:    9606/10000 (96.06%), error:      1421.87610, best error:      1294.04565 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 52.3232231140s, input_fired_time: 0.4658169150, output_fired_time: 0.3070959151, propagate_forward_time: 21.4177837372, propagate_backward_time: 28.5106048584, weight_update_time: 0.0735060573, other_time: 1.6219234467
epoch time: 4.5644636154s, input_fired_time: 0.0520599745, output_fired_time: 0.0000000000, propagate_forward_time: 4.2250580788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2873454094
validation[          , genome  1232] predictions:    9550/  10000 (95.50%), best:    9606/10000 (96.06%), error:      1472.94373, best error:      1294.04565 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 56.0459632874s, input_fired_time: 0.4855487347, output_fired_time: 0.3224025369, propagate_forward_time: 23.0028247833, propagate_backward_time: 30.5371398926, weight_update_time: 0.0773579180, other_time: 1.6980438232
epoch time: 4.5756440163s, input_fired_time: 0.0517240204, output_fired_time: 0.0000000000, propagate_forward_time: 4.2397398949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2841801643
validation[          , genome  1232] predictions:    9578/  10000 (95.78%), best:    9606/10000 (96.06%), error:      1419.42029, best error:      1294.04565 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 52.6739006042s, input_fired_time: 0.4643048346, output_fired_time: 0.3083083332, propagate_forward_time: 21.5392971039, propagate_backward_time: 28.7577590942, weight_update_time: 0.0733340606, other_time: 1.6042308807
epoch time: 4.7306413651s, input_fired_time: 0.0536905676, output_fired_time: 0.0000000000, propagate_forward_time: 4.3887991905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2881517410
validation[          , genome  1232] predictions:    9601/  10000 (96.01%), best:    9606/10000 (96.06%), error:      1309.11316, best error:      1294.04565 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 52.8669586182s, input_fired_time: 0.4689578116, output_fired_time: 0.3085642457, propagate_forward_time: 21.6593494415, propagate_backward_time: 28.7979946136, weight_update_time: 0.0739681944, other_time: 1.6320953369
epoch time: 4.6337075233s, input_fired_time: 0.0514115505, output_fired_time: 0.0000000000, propagate_forward_time: 4.3021345139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2801613808
validation[          , genome  1232] predictions:    9567/  10000 (95.67%), best:    9606/10000 (96.06%), error:      1419.05847, best error:      1294.04565 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 52.0455589294s, input_fired_time: 0.4638858438, output_fired_time: 0.3035659194, propagate_forward_time: 21.3096637726, propagate_backward_time: 28.3643875122, weight_update_time: 0.0731954575, other_time: 1.6040554047
epoch time: 4.6408805847s, input_fired_time: 0.0507877655, output_fired_time: 0.0000000000, propagate_forward_time: 4.3142704964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2758221626
validation[          , genome  1232] predictions:    9568/  10000 (95.68%), best:    9606/10000 (96.06%), error:      1407.72522, best error:      1294.04565 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 52.3416595459s, input_fired_time: 0.4644543529, output_fired_time: 0.3041135967, propagate_forward_time: 21.3899841309, propagate_backward_time: 28.5820369720, weight_update_time: 0.0732596815, other_time: 1.6010684967
epoch time: 4.4127821922s, input_fired_time: 0.0488375984, output_fired_time: 0.0000000000, propagate_forward_time: 4.0993881226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2645564079
validation[          , genome  1232] predictions:    9537/  10000 (95.37%), best:    9606/10000 (96.06%), error:      1522.11548, best error:      1294.04565 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 51.6467056274s, input_fired_time: 0.4652405083, output_fired_time: 0.3033729792, propagate_forward_time: 21.0088443756, propagate_backward_time: 28.2956123352, weight_update_time: 0.0717488304, other_time: 1.5736370087
epoch time: 4.5167469978s, input_fired_time: 0.0501071922, output_fired_time: 0.0000000000, propagate_forward_time: 4.1946463585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2719936371
validation[          , genome  1232] predictions:    9617/  10000 (96.17%), best:    9606/10000 (96.06%), error:      1308.13501, best error:      1294.04565 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 55.0750579834s, input_fired_time: 0.4880203307, output_fired_time: 0.3198806643, propagate_forward_time: 22.5094509125, propagate_backward_time: 30.0957469940, weight_update_time: 0.0761408806, other_time: 1.6619567871
epoch time: 4.4582018852s, input_fired_time: 0.0501617268, output_fired_time: 0.0000000000, propagate_forward_time: 4.1383066177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2697334290
validation[          , genome  1232] predictions:    9630/  10000 (96.30%), best:    9630/10000 (96.30%), error:      1270.13916, best error:      1270.13916 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 52.0820884705s, input_fired_time: 0.4734656811, output_fired_time: 0.3051637709, propagate_forward_time: 21.2292861938, propagate_backward_time: 28.4595317841, weight_update_time: 0.0734795704, other_time: 1.6146411896
epoch time: 4.5558509827s, input_fired_time: 0.0513760261, output_fired_time: 0.0000000000, propagate_forward_time: 4.2312169075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732582092
validation[          , genome  1232] predictions:    9618/  10000 (96.18%), best:    9630/10000 (96.30%), error:      1321.30322, best error:      1270.13916 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 53.6855812073s, input_fired_time: 0.4824441075, output_fired_time: 0.3126023114, propagate_forward_time: 21.9128398895, propagate_backward_time: 29.3425750732, weight_update_time: 0.0750745088, other_time: 1.6351184845
epoch time: 6.6628704071s, input_fired_time: 0.0685078055, output_fired_time: 0.0000000000, propagate_forward_time: 6.2217197418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726429939
validation[          , genome  1232] predictions:    9551/  10000 (95.51%), best:    9630/10000 (96.30%), error:      1384.16089, best error:      1270.13916 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 56.3227157593s, input_fired_time: 0.4935993850, output_fired_time: 0.3239337206, propagate_forward_time: 23.0858802795, propagate_backward_time: 30.7183265686, weight_update_time: 0.0779957697, other_time: 1.7009773254
epoch time: 4.5111742020s, input_fired_time: 0.0503276214, output_fired_time: 0.0000000000, propagate_forward_time: 4.1904449463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2704014778
validation[          , genome  1232] predictions:    9577/  10000 (95.77%), best:    9630/10000 (96.30%), error:      1375.24365, best error:      1270.13916 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 57.2493209839s, input_fired_time: 0.4974072576, output_fired_time: 0.3294844329, propagate_forward_time: 23.4563713074, propagate_backward_time: 31.2749652863, weight_update_time: 0.0781586394, other_time: 1.6910953522
epoch time: 6.6187672615s, input_fired_time: 0.0678211078, output_fired_time: 0.0000000000, propagate_forward_time: 6.1800928116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708534241
validation[          , genome  1232] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1172.36536, best error:      1172.36536 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 53.2803115845s, input_fired_time: 0.4767786860, output_fired_time: 0.3077759743, propagate_forward_time: 21.7931118011, propagate_backward_time: 29.0928268433, weight_update_time: 0.0741659179, other_time: 1.6098155975
epoch time: 4.5938644409s, input_fired_time: 0.0504936688, output_fired_time: 0.0000000000, propagate_forward_time: 4.2670907974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2762799263
validation[          , genome  1232] predictions:    9603/  10000 (96.03%), best:    9651/10000 (96.51%), error:      1299.58093, best error:      1172.36536 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 57.1153984070s, input_fired_time: 0.4988411069, output_fired_time: 0.3271040320, propagate_forward_time: 23.3941764832, propagate_backward_time: 31.1725425720, weight_update_time: 0.0791227147, other_time: 1.7227363586
epoch time: 4.6247997284s, input_fired_time: 0.0515993163, output_fired_time: 0.0000000000, propagate_forward_time: 4.2936038971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2795963287
validation[          , genome  1232] predictions:    9533/  10000 (95.33%), best:    9651/10000 (96.51%), error:      1539.71484, best error:      1172.36536 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 53.1130256653s, input_fired_time: 0.4761124253, output_fired_time: 0.3089814782, propagate_forward_time: 21.7099914551, propagate_backward_time: 29.0002307892, weight_update_time: 0.0739309788, other_time: 1.6177082062
epoch time: 4.5757389069s, input_fired_time: 0.0510785803, output_fired_time: 0.0000000000, propagate_forward_time: 4.2519555092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727046013
validation[          , genome  1232] predictions:    9585/  10000 (95.85%), best:    9651/10000 (96.51%), error:      1345.97913, best error:      1172.36536 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 53.5031471252s, input_fired_time: 0.4790232480, output_fired_time: 0.3102692664, propagate_forward_time: 21.8878135681, propagate_backward_time: 29.1944160461, weight_update_time: 0.0749658421, other_time: 1.6316261292
epoch time: 4.6213717461s, input_fired_time: 0.0516509488, output_fired_time: 0.0000000000, propagate_forward_time: 4.2860665321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2836542130
validation[          , genome  1232] predictions:    9616/  10000 (96.16%), best:    9651/10000 (96.51%), error:      1223.08838, best error:      1172.36536 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 54.1976509094s, input_fired_time: 0.4807474911, output_fired_time: 0.3171640933, propagate_forward_time: 22.1248874664, propagate_backward_time: 29.6387004852, weight_update_time: 0.0751932412, other_time: 1.6361503601
epoch time: 4.5149531364s, input_fired_time: 0.0508954115, output_fired_time: 0.0000000000, propagate_forward_time: 4.1907200813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733378410
validation[          , genome  1232] predictions:    9639/  10000 (96.39%), best:    9651/10000 (96.51%), error:      1224.36890, best error:      1172.36536 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 53.7096481323s, input_fired_time: 0.4796058536, output_fired_time: 0.3105570674, propagate_forward_time: 21.9759140015, propagate_backward_time: 29.2978992462, weight_update_time: 0.0753443688, other_time: 1.6456699371
epoch time: 4.6005139351s, input_fired_time: 0.0522344895, output_fired_time: 0.0000000000, propagate_forward_time: 4.2719583511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2763209343
validation[          , genome  1232] predictions:    9602/  10000 (96.02%), best:    9651/10000 (96.51%), error:      1253.40894, best error:      1172.36536 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 52.8425788879s, input_fired_time: 0.4751420617, output_fired_time: 0.3089813590, propagate_forward_time: 21.5953407288, propagate_backward_time: 28.8447666168, weight_update_time: 0.0745049566, other_time: 1.6183452606
epoch time: 4.5094304085s, input_fired_time: 0.0507245250, output_fired_time: 0.0000000000, propagate_forward_time: 4.1855640411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2731418610
validation[          , genome  1232] predictions:    9589/  10000 (95.89%), best:    9651/10000 (96.51%), error:      1261.85352, best error:      1172.36536 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 53.6033477783s, input_fired_time: 0.4799269438, output_fired_time: 0.3117816448, propagate_forward_time: 21.9552612305, propagate_backward_time: 29.2194480896, weight_update_time: 0.0742798671, other_time: 1.6369285583
epoch time: 4.5539240837s, input_fired_time: 0.0512276217, output_fired_time: 0.0000000000, propagate_forward_time: 4.2243828773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2783136368
validation[          , genome  1232] predictions:    9636/  10000 (96.36%), best:    9651/10000 (96.51%), error:      1271.18787, best error:      1172.36536 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 53.2257995605s, input_fired_time: 0.4776651561, output_fired_time: 0.3114539683, propagate_forward_time: 21.7832355499, propagate_backward_time: 29.0049037933, weight_update_time: 0.0737823844, other_time: 1.6485404968
epoch time: 4.5163059235s, input_fired_time: 0.0513736196, output_fired_time: 0.0000000000, propagate_forward_time: 4.1901559830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747764587
validation[          , genome  1232] predictions:    9535/  10000 (95.35%), best:    9651/10000 (96.51%), error:      1510.71936, best error:      1172.36536 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 53.3428840637s, input_fired_time: 0.4785865247, output_fired_time: 0.3105393946, propagate_forward_time: 21.7925243378, propagate_backward_time: 29.0919036865, weight_update_time: 0.0740715638, other_time: 1.6693286896
epoch time: 4.5575103760s, input_fired_time: 0.0532226562, output_fired_time: 0.0000000000, propagate_forward_time: 4.2229971886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2812905312
validation[          , genome  1232] predictions:    9605/  10000 (96.05%), best:    9651/10000 (96.51%), error:      1233.76648, best error:      1172.36536 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 53.9930305481s, input_fired_time: 0.4811501801, output_fired_time: 0.3145299554, propagate_forward_time: 22.1275691986, propagate_backward_time: 29.4314613342, weight_update_time: 0.0748912990, other_time: 1.6383190155
epoch time: 4.7357902527s, input_fired_time: 0.0556090809, output_fired_time: 0.0000000000, propagate_forward_time: 4.3846521378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2955288887
validation[          , genome  1232] predictions:    9579/  10000 (95.79%), best:    9651/10000 (96.51%), error:      1418.94238, best error:      1172.36536 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 53.0636978149s, input_fired_time: 0.4753009379, output_fired_time: 0.3126051128, propagate_forward_time: 21.7549324036, propagate_backward_time: 28.8890094757, weight_update_time: 0.0739193708, other_time: 1.6318492889
epoch time: 4.7432627678s, input_fired_time: 0.0551083907, output_fired_time: 0.0000000000, propagate_forward_time: 4.3979496956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2902045250
validation[          , genome  1232] predictions:    9607/  10000 (96.07%), best:    9651/10000 (96.51%), error:      1275.51501, best error:      1172.36536 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 51.3087997437s, input_fired_time: 0.4671845436, output_fired_time: 0.3015746176, propagate_forward_time: 20.8427219391, propagate_backward_time: 28.0845394135, weight_update_time: 0.0726139471, other_time: 1.6127777100
epoch time: 4.5598311424s, input_fired_time: 0.0516758189, output_fired_time: 0.0000000000, propagate_forward_time: 4.2313294411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2768259048
validation[          , genome  1232] predictions:    9622/  10000 (96.22%), best:    9651/10000 (96.51%), error:      1225.59106, best error:      1172.36536 on epoch:    27, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 52.9153060913s, input_fired_time: 0.4743193090, output_fired_time: 0.3143051267, propagate_forward_time: 21.5911502838, propagate_backward_time: 28.9029560089, weight_update_time: 0.0744718537, other_time: 1.6325759888
epoch time: 6.5117063522s, input_fired_time: 0.0672224611, output_fired_time: 0.0000000000, propagate_forward_time: 6.0783195496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661642075
validation[          , genome  1232] predictions:    9626/  10000 (96.26%), best:    9651/10000 (96.51%), error:      1204.24475, best error:      1172.36536 on epoch:    27, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 52.1175384521s, input_fired_time: 0.4703842700, output_fired_time: 0.3040115833, propagate_forward_time: 21.2549953461, propagate_backward_time: 28.4565334320, weight_update_time: 0.0733933672, other_time: 1.6316146851
epoch time: 4.5616731644s, input_fired_time: 0.0511259437, output_fired_time: 0.0000000000, propagate_forward_time: 4.2353863716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2751607895
validation[          , genome  1232] predictions:    9610/  10000 (96.10%), best:    9651/10000 (96.51%), error:      1257.75452, best error:      1172.36536 on epoch:    27, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 52.2794570923s, input_fired_time: 0.4696852565, output_fired_time: 0.3057566583, propagate_forward_time: 21.2791042328, propagate_backward_time: 28.6164283752, weight_update_time: 0.0736060143, other_time: 1.6084842682
epoch time: 4.7042970657s, input_fired_time: 0.0526158437, output_fired_time: 0.0000000000, propagate_forward_time: 4.3729500771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2787313461
validation[          , genome  1232] predictions:    9592/  10000 (95.92%), best:    9651/10000 (96.51%), error:      1240.26819, best error:      1172.36536 on epoch:    27, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 61.4189643860s, input_fired_time: 0.5206511617, output_fired_time: 0.3490320444, propagate_forward_time: 25.3083972931, propagate_backward_time: 33.4422492981, weight_update_time: 0.0839929804, other_time: 1.7986335754
epoch time: 4.5129895210s, input_fired_time: 0.0508551188, output_fired_time: 0.0000000000, propagate_forward_time: 4.1890578270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2730765343
validation[          , genome  1232] predictions:    9588/  10000 (95.88%), best:    9651/10000 (96.51%), error:      1273.47668, best error:      1172.36536 on epoch:    27, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 56.8535079956s, input_fired_time: 0.4994513094, output_fired_time: 0.3276427984, propagate_forward_time: 23.3087959290, propagate_backward_time: 31.0260562897, weight_update_time: 0.0787714198, other_time: 1.6915607452
epoch time: 4.6308903694s, input_fired_time: 0.0526415668, output_fired_time: 0.0000000000, propagate_forward_time: 4.2986240387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2796249390
validation[          , genome  1232] predictions:    9585/  10000 (95.85%), best:    9651/10000 (96.51%), error:      1324.71680, best error:      1172.36536 on epoch:    27, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 52.6534652710s, input_fired_time: 0.4772797823, output_fired_time: 0.3084585667, propagate_forward_time: 21.4550647736, propagate_backward_time: 28.7854709625, weight_update_time: 0.0738937780, other_time: 1.6271896362
epoch time: 4.4784297943s, input_fired_time: 0.0508178025, output_fired_time: 0.0000000000, propagate_forward_time: 4.1583442688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2692675591
validation[          , genome  1232] predictions:    9611/  10000 (96.11%), best:    9651/10000 (96.51%), error:      1267.73010, best error:      1172.36536 on epoch:    27, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 53.7477607727s, input_fired_time: 0.4839973450, output_fired_time: 0.3116120100, propagate_forward_time: 21.9063796997, propagate_backward_time: 29.4172649384, weight_update_time: 0.0749842376, other_time: 1.6285076141
epoch time: 5.2603321075s, input_fired_time: 0.0579033159, output_fired_time: 0.0000000000, propagate_forward_time: 4.8941674232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3082613945
validation[          , genome  1232] predictions:    9625/  10000 (96.25%), best:    9651/10000 (96.51%), error:      1202.08789, best error:      1172.36536 on epoch:    27, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 63.3749809265s, input_fired_time: 0.5367896557, output_fired_time: 0.3571964800, propagate_forward_time: 26.1138229370, propagate_backward_time: 34.5260276794, weight_update_time: 0.0858378038, other_time: 1.8411445618
epoch time: 4.9204196930s, input_fired_time: 0.0577067360, output_fired_time: 0.0000000000, propagate_forward_time: 4.5654559135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2972569466
validation[          , genome  1232] predictions:    9587/  10000 (95.87%), best:    9651/10000 (96.51%), error:      1263.05078, best error:      1172.36536 on epoch:    27, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 53.2137565613s, input_fired_time: 0.4845742881, output_fired_time: 0.3105256557, propagate_forward_time: 21.7771625519, propagate_backward_time: 29.0220336914, weight_update_time: 0.0741215870, other_time: 1.6194629669
epoch time: 4.8265299797s, input_fired_time: 0.0561635904, output_fired_time: 0.0000000000, propagate_forward_time: 4.4771981239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2931680679
validation[          , genome  1232] predictions:    9617/  10000 (96.17%), best:    9651/10000 (96.51%), error:      1232.00256, best error:      1172.36536 on epoch:    27, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 52.6012344360s, input_fired_time: 0.4813081920, output_fired_time: 0.3055622876, propagate_forward_time: 21.5171947479, propagate_backward_time: 28.6692466736, weight_update_time: 0.0742783025, other_time: 1.6279239655
epoch time: 4.6418213844s, input_fired_time: 0.0530291572, output_fired_time: 0.0000000000, propagate_forward_time: 4.3069877625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2818045616
validation[          , genome  1232] predictions:    9635/  10000 (96.35%), best:    9651/10000 (96.51%), error:      1217.85657, best error:      1172.36536 on epoch:    27, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 52.9273414612s, input_fired_time: 0.4859289229, output_fired_time: 0.3096319437, propagate_forward_time: 21.5494384766, propagate_backward_time: 28.9596023560, weight_update_time: 0.0741505101, other_time: 1.6227416992
epoch time: 4.7340521812s, input_fired_time: 0.0542858094, output_fired_time: 0.0000000000, propagate_forward_time: 4.3944411278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2853250504
validation[          , genome  1232] predictions:    9614/  10000 (96.14%), best:    9651/10000 (96.51%), error:      1247.23450, best error:      1172.36536 on epoch:    27, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 57.0349960327s, input_fired_time: 0.5068879128, output_fired_time: 0.3272118866, propagate_forward_time: 23.4617557526, propagate_backward_time: 31.0266609192, weight_update_time: 0.0783182904, other_time: 1.7124748230
epoch time: 6.6415796280s, input_fired_time: 0.0701758116, output_fired_time: 0.0000000000, propagate_forward_time: 6.2024388313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689651489
validation[          , genome  1232] predictions:    9649/  10000 (96.49%), best:    9651/10000 (96.51%), error:      1174.39026, best error:      1172.36536 on epoch:    27, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 55.6136589050s, input_fired_time: 0.4977541566, output_fired_time: 0.3201380372, propagate_forward_time: 22.8961429596, propagate_backward_time: 30.2211360931, weight_update_time: 0.0773791745, other_time: 1.6784896851
epoch time: 4.6885628700s, input_fired_time: 0.0544439070, output_fired_time: 0.0000000000, propagate_forward_time: 4.3501944542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2839245796
validation[          , genome  1232] predictions:    9629/  10000 (96.29%), best:    9651/10000 (96.51%), error:      1244.37537, best error:      1172.36536 on epoch:    27, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 58.9288444519s, input_fired_time: 0.5143217444, output_fired_time: 0.3413396478, propagate_forward_time: 24.2364139557, propagate_backward_time: 32.0974693298, weight_update_time: 0.0807090402, other_time: 1.7392997742
epoch time: 4.8163619041s, input_fired_time: 0.0571536943, output_fired_time: 0.0000000000, propagate_forward_time: 4.4704613686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2887468338
validation[          , genome  1232] predictions:    9529/  10000 (95.29%), best:    9651/10000 (96.51%), error:      1532.22754, best error:      1172.36536 on epoch:    27, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 52.4835128784s, input_fired_time: 0.4807305336, output_fired_time: 0.3067264855, propagate_forward_time: 21.4113578796, propagate_backward_time: 28.6783657074, weight_update_time: 0.0732834712, other_time: 1.6063289642
epoch time: 4.6484398842s, input_fired_time: 0.0550499819, output_fired_time: 0.0000000000, propagate_forward_time: 4.3107028008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2826871872
validation[          , genome  1232] predictions:    9596/  10000 (95.96%), best:    9651/10000 (96.51%), error:      1234.26355, best error:      1172.36536 on epoch:    27, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 52.0968933105s, input_fired_time: 0.4771789312, output_fired_time: 0.3054292798, propagate_forward_time: 21.2086582184, propagate_backward_time: 28.5123062134, weight_update_time: 0.0726905391, other_time: 1.5933208466
epoch time: 4.5880727768s, input_fired_time: 0.0528521426, output_fired_time: 0.0000000000, propagate_forward_time: 4.2621221542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2730984688
validation[          , genome  1232] predictions:    9590/  10000 (95.90%), best:    9651/10000 (96.51%), error:      1347.44702, best error:      1172.36536 on epoch:    27, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 54.6321487427s, input_fired_time: 0.4885554910, output_fired_time: 0.3177144229, propagate_forward_time: 22.3827323914, propagate_backward_time: 29.8044681549, weight_update_time: 0.0753119290, other_time: 1.6386775970
epoch time: 4.5569386482s, input_fired_time: 0.0522920303, output_fired_time: 0.0000000000, propagate_forward_time: 4.2300405502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2746062279
validation[          , genome  1232] predictions:    9641/  10000 (96.41%), best:    9641/10000 (96.41%), error:      1157.58643, best error:      1157.58643 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 53.3964691162s, input_fired_time: 0.4815464914, output_fired_time: 0.3119347990, propagate_forward_time: 21.7746372223, propagate_backward_time: 29.1633739471, weight_update_time: 0.0746562183, other_time: 1.6649742126
epoch time: 4.5019254684s, input_fired_time: 0.0525493100, output_fired_time: 0.0000000000, propagate_forward_time: 4.1755499840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2738261223
validation[          , genome  1232] predictions:    9610/  10000 (96.10%), best:    9641/10000 (96.41%), error:      1231.02783, best error:      1157.58643 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 54.6375122070s, input_fired_time: 0.4937929809, output_fired_time: 0.3168838620, propagate_forward_time: 22.4227180481, propagate_backward_time: 29.6942119598, weight_update_time: 0.0756331012, other_time: 1.7099056244
epoch time: 4.5092492104s, input_fired_time: 0.0527086668, output_fired_time: 0.0000000000, propagate_forward_time: 4.1847047806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2718358040
validation[          , genome  1232] predictions:    9603/  10000 (96.03%), best:    9641/10000 (96.41%), error:      1299.00757, best error:      1157.58643 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 52.9048767090s, input_fired_time: 0.4856831133, output_fired_time: 0.3100034893, propagate_forward_time: 21.7394084930, propagate_backward_time: 28.7418174744, weight_update_time: 0.0737915188, other_time: 1.6279621124
epoch time: 4.6027736664s, input_fired_time: 0.0532810017, output_fired_time: 0.0000000000, propagate_forward_time: 4.2671031952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2823896408
validation[          , genome  1232] predictions:    9626/  10000 (96.26%), best:    9641/10000 (96.41%), error:      1211.79309, best error:      1157.58643 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 53.5452995300s, input_fired_time: 0.4885662198, output_fired_time: 0.3121944964, propagate_forward_time: 21.9096183777, propagate_backward_time: 29.1900367737, weight_update_time: 0.0743418783, other_time: 1.6448822021
epoch time: 4.4888658524s, input_fired_time: 0.0523582324, output_fired_time: 0.0000000000, propagate_forward_time: 4.1633138657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2731938362
validation[          , genome  1232] predictions:    9605/  10000 (96.05%), best:    9641/10000 (96.41%), error:      1297.09973, best error:      1157.58643 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 55.6644248962s, input_fired_time: 0.4975732863, output_fired_time: 0.3282266557, propagate_forward_time: 22.7950248718, propagate_backward_time: 30.3517322540, weight_update_time: 0.0771172419, other_time: 1.6918659210
epoch time: 4.5516648293s, input_fired_time: 0.0533730015, output_fired_time: 0.0000000000, propagate_forward_time: 4.2224507332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2758412361
validation[          , genome  1232] predictions:    9628/  10000 (96.28%), best:    9641/10000 (96.41%), error:      1245.84180, best error:      1157.58643 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 52.5932159424s, input_fired_time: 0.4873302877, output_fired_time: 0.3072201312, propagate_forward_time: 21.4940357208, propagate_backward_time: 28.7015819550, weight_update_time: 0.0731627867, other_time: 1.6030464172
epoch time: 4.5435023308s, input_fired_time: 0.0526834168, output_fired_time: 0.0000000000, propagate_forward_time: 4.2174472809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733716965
validation[          , genome  1232] predictions:    9624/  10000 (96.24%), best:    9641/10000 (96.41%), error:      1220.42017, best error:      1157.58643 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 54.1417999268s, input_fired_time: 0.4903633296, output_fired_time: 0.3146170378, propagate_forward_time: 22.1520175934, propagate_backward_time: 29.5296745300, weight_update_time: 0.0753752366, other_time: 1.6551265717
epoch time: 6.0173220634s, input_fired_time: 0.0649061054, output_fired_time: 0.0000000000, propagate_forward_time: 5.6095776558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428382874
validation[          , genome  1232] predictions:    9619/  10000 (96.19%), best:    9641/10000 (96.41%), error:      1224.33411, best error:      1157.58643 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 55.8011016846s, input_fired_time: 0.5002648830, output_fired_time: 0.3225499988, propagate_forward_time: 22.8781700134, propagate_backward_time: 30.4373970032, weight_update_time: 0.0768907741, other_time: 1.6627197266
epoch time: 4.5357551575s, input_fired_time: 0.0526039340, output_fired_time: 0.0000000000, propagate_forward_time: 4.2083563805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747950554
validation[          , genome  1232] predictions:    9620/  10000 (96.20%), best:    9641/10000 (96.41%), error:      1177.55737, best error:      1157.58643 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 53.8468170166s, input_fired_time: 0.4926228821, output_fired_time: 0.3140806556, propagate_forward_time: 21.9609146118, propagate_backward_time: 29.4454803467, weight_update_time: 0.0750607103, other_time: 1.6337203979
epoch time: 4.5848584175s, input_fired_time: 0.0537551902, output_fired_time: 0.0000000000, propagate_forward_time: 4.2559905052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2751126289
validation[          , genome  1232] predictions:    9607/  10000 (96.07%), best:    9641/10000 (96.41%), error:      1238.58362, best error:      1157.58643 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 57.5265235901s, input_fired_time: 0.5131576061, output_fired_time: 0.3310781121, propagate_forward_time: 23.6338748932, propagate_backward_time: 31.3301486969, weight_update_time: 0.0793251023, other_time: 1.7182674408
epoch time: 4.6359534264s, input_fired_time: 0.0534830727, output_fired_time: 0.0000000000, propagate_forward_time: 4.3041853905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2782850266
validation[          , genome  1232] predictions:    9637/  10000 (96.37%), best:    9641/10000 (96.41%), error:      1229.32898, best error:      1157.58643 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 58.3573570251s, input_fired_time: 0.5141324997, output_fired_time: 0.3329338133, propagate_forward_time: 23.9436912537, propagate_backward_time: 31.8337154388, weight_update_time: 0.0807657316, other_time: 1.7328815460
epoch time: 4.6175971031s, input_fired_time: 0.0542740300, output_fired_time: 0.0000000000, propagate_forward_time: 4.2869262695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2763967514
validation[          , genome  1232] predictions:    9595/  10000 (95.95%), best:    9641/10000 (96.41%), error:      1282.07141, best error:      1157.58643 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 53.9640083313s, input_fired_time: 0.4926847517, output_fired_time: 0.3156851232, propagate_forward_time: 22.0742778778, propagate_backward_time: 29.4717903137, weight_update_time: 0.0746489018, other_time: 1.6095714569
epoch time: 4.5491642952s, input_fired_time: 0.0527323261, output_fired_time: 0.0000000000, propagate_forward_time: 4.2264866829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2699451447
validation[          , genome  1232] predictions:    9625/  10000 (96.25%), best:    9641/10000 (96.41%), error:      1183.80591, best error:      1157.58643 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 51.6748237610s, input_fired_time: 0.4775554836, output_fired_time: 0.3044292331, propagate_forward_time: 21.1047782898, propagate_backward_time: 28.2120914459, weight_update_time: 0.0724682212, other_time: 1.5759716034
epoch time: 4.5705709457s, input_fired_time: 0.0534521416, output_fired_time: 0.0000000000, propagate_forward_time: 4.2418627739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2752561569
validation[          , genome  1232] predictions:    9621/  10000 (96.21%), best:    9641/10000 (96.41%), error:      1178.56384, best error:      1157.58643 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 52.3338546753s, input_fired_time: 0.4849126339, output_fired_time: 0.3071395159, propagate_forward_time: 21.4579181671, propagate_backward_time: 28.4944801331, weight_update_time: 0.0729001462, other_time: 1.5894031525
epoch time: 5.2061791420s, input_fired_time: 0.0588811114, output_fired_time: 0.0000000000, propagate_forward_time: 4.8459835052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013143539
validation[          , genome  1232] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1144.45007, best error:      1144.45007 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 66.7320022583s, input_fired_time: 0.5611351132, output_fired_time: 0.3710487485, propagate_forward_time: 27.5403213501, propagate_backward_time: 36.3408737183, weight_update_time: 0.0896500573, other_time: 1.9186248779
epoch time: 5.0927128792s, input_fired_time: 0.0575971045, output_fired_time: 0.0000000000, propagate_forward_time: 4.7370967865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2980189323
validation[          , genome  1232] predictions:    9612/  10000 (96.12%), best:    9653/10000 (96.53%), error:      1243.62549, best error:      1144.45007 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 53.5037994385s, input_fired_time: 0.4923172891, output_fired_time: 0.3112561405, propagate_forward_time: 21.7376880646, propagate_backward_time: 29.3228664398, weight_update_time: 0.0749856830, other_time: 1.6396713257
epoch time: 4.5886030197s, input_fired_time: 0.0529578291, output_fired_time: 0.0000000000, propagate_forward_time: 4.2614712715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2741737366
validation[          , genome  1232] predictions:    9599/  10000 (95.99%), best:    9653/10000 (96.53%), error:      1295.44299, best error:      1144.45007 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 58.5288772583s, input_fired_time: 0.5154621601, output_fired_time: 0.3323791921, propagate_forward_time: 24.0818405151, propagate_backward_time: 31.8666629791, weight_update_time: 0.0798708946, other_time: 1.7325344086
epoch time: 4.8712744713s, input_fired_time: 0.0543018505, output_fired_time: 0.0000000000, propagate_forward_time: 4.5314755440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2854971886
validation[          , genome  1232] predictions:    9524/  10000 (95.24%), best:    9653/10000 (96.53%), error:      1576.07532, best error:      1144.45007 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 55.2234649658s, input_fired_time: 0.4997636080, output_fired_time: 0.3243986368, propagate_forward_time: 22.6787185669, propagate_backward_time: 30.0746154785, weight_update_time: 0.0758648291, other_time: 1.6459693909
epoch time: 4.6142187119s, input_fired_time: 0.0535319783, output_fired_time: 0.0000000000, propagate_forward_time: 4.2856440544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2750425339
validation[          , genome  1232] predictions:    9584/  10000 (95.84%), best:    9653/10000 (96.53%), error:      1328.07373, best error:      1144.45007 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 59.9022750854s, input_fired_time: 0.5255678296, output_fired_time: 0.3403373361, propagate_forward_time: 24.6010723114, propagate_backward_time: 32.6629409790, weight_update_time: 0.0823258907, other_time: 1.7723617554
epoch time: 4.4302048683s, input_fired_time: 0.0539892092, output_fired_time: 0.0000000000, propagate_forward_time: 4.1013569832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2748584747
validation[          , genome  1232] predictions:    9642/  10000 (96.42%), best:    9653/10000 (96.53%), error:      1173.09705, best error:      1144.45007 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 64.7414321899s, input_fired_time: 0.5501757264, output_fired_time: 0.3635431826, propagate_forward_time: 26.7055683136, propagate_backward_time: 35.2574806213, weight_update_time: 0.0871469080, other_time: 1.8646583557
epoch time: 4.5245709419s, input_fired_time: 0.0531926341, output_fired_time: 0.0000000000, propagate_forward_time: 4.1991519928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2722263336
validation[          , genome  1232] predictions:    9642/  10000 (96.42%), best:    9653/10000 (96.53%), error:      1158.91357, best error:      1144.45007 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 52.5865287781s, input_fired_time: 0.4865554571, output_fired_time: 0.3070935607, propagate_forward_time: 21.4675941467, propagate_backward_time: 28.7447490692, weight_update_time: 0.0732645392, other_time: 1.5805339813
epoch time: 4.5650172234s, input_fired_time: 0.0544035658, output_fired_time: 0.0000000000, propagate_forward_time: 4.2346792221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2759342194
validation[          , genome  1232] predictions:    9601/  10000 (96.01%), best:    9653/10000 (96.53%), error:      1218.28186, best error:      1144.45007 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 56.5131301880s, input_fired_time: 0.5080633759, output_fired_time: 0.3255026937, propagate_forward_time: 23.2355823517, propagate_backward_time: 30.7566566467, weight_update_time: 0.0775964335, other_time: 1.6873207092
epoch time: 5.3055601120s, input_fired_time: 0.0595949218, output_fired_time: 0.0000000000, propagate_forward_time: 4.9360108376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3099541664
validation[          , genome  1232] predictions:    9627/  10000 (96.27%), best:    9653/10000 (96.53%), error:      1214.74438, best error:      1144.45007 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 57.3529129028s, input_fired_time: 0.5123229623, output_fired_time: 0.3290420473, propagate_forward_time: 23.4815654755, propagate_backward_time: 31.2802467346, weight_update_time: 0.0786227286, other_time: 1.7497367859
epoch time: 4.4779353142s, input_fired_time: 0.0536302887, output_fired_time: 0.0000000000, propagate_forward_time: 4.1552662849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2690386772
validation[          , genome  1232] predictions:    9631/  10000 (96.31%), best:    9653/10000 (96.53%), error:      1191.36633, best error:      1144.45007 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 53.5298309326s, input_fired_time: 0.4937701821, output_fired_time: 0.3154045045, propagate_forward_time: 21.8334217072, propagate_backward_time: 29.2141838074, weight_update_time: 0.0732707530, other_time: 1.6730518341
epoch time: 4.5181331635s, input_fired_time: 0.0533202440, output_fired_time: 0.0000000000, propagate_forward_time: 4.1937594414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2710533142
validation[          , genome  1232] predictions:    9645/  10000 (96.45%), best:    9653/10000 (96.53%), error:      1146.12756, best error:      1144.45007 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 51.8395652771s, input_fired_time: 0.4832797348, output_fired_time: 0.3038918376, propagate_forward_time: 21.1588535309, propagate_backward_time: 28.3097705841, weight_update_time: 0.0725883096, other_time: 1.5837707520
epoch time: 6.1493091583s, input_fired_time: 0.0675363913, output_fired_time: 0.0000000000, propagate_forward_time: 5.7247662544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570065498
validation[          , genome  1232] predictions:    9594/  10000 (95.94%), best:    9653/10000 (96.53%), error:      1332.72034, best error:      1144.45007 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 55.6532096863s, input_fired_time: 0.5055691600, output_fired_time: 0.3221445680, propagate_forward_time: 22.8222446442, propagate_backward_time: 30.3120040894, weight_update_time: 0.0764897093, other_time: 1.6912460327
epoch time: 4.4163713455s, input_fired_time: 0.0537355468, output_fired_time: 0.0000000000, propagate_forward_time: 4.0918707848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2707648277
validation[          , genome  1232] predictions:    9610/  10000 (96.10%), best:    9653/10000 (96.53%), error:      1288.37390, best error:      1144.45007 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 56.9279899597s, input_fired_time: 0.5079716444, output_fired_time: 0.3263284266, propagate_forward_time: 23.2357292175, propagate_backward_time: 31.1672458649, weight_update_time: 0.0788146853, other_time: 1.6907138824
epoch time: 4.5331020355s, input_fired_time: 0.0535209216, output_fired_time: 0.0000000000, propagate_forward_time: 4.2044219971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2751588821
validation[          , genome  1232] predictions:    9626/  10000 (96.26%), best:    9653/10000 (96.53%), error:      1264.90320, best error:      1144.45007 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 52.0531272888s, input_fired_time: 0.4872895777, output_fired_time: 0.3041917980, propagate_forward_time: 21.2513160706, propagate_backward_time: 28.4091072083, weight_update_time: 0.0731029212, other_time: 1.6012229919
epoch time: 4.6439905167s, input_fired_time: 0.0570421554, output_fired_time: 0.0000000000, propagate_forward_time: 4.3020782471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2848701477
validation[          , genome  1232] predictions:    9626/  10000 (96.26%), best:    9653/10000 (96.53%), error:      1251.52271, best error:      1144.45007 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 52.3587341309s, input_fired_time: 0.4958954453, output_fired_time: 0.3045439422, propagate_forward_time: 21.3821201324, propagate_backward_time: 28.5715808868, weight_update_time: 0.0735941157, other_time: 1.6045951843
epoch time: 4.5715241432s, input_fired_time: 0.0558168478, output_fired_time: 0.0000000000, propagate_forward_time: 4.2328848839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2828226089
validation[          , genome  1232] predictions:    9579/  10000 (95.79%), best:    9653/10000 (96.53%), error:      1362.90344, best error:      1144.45007 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 51.8532791138s, input_fired_time: 0.4875648022, output_fired_time: 0.3037953675, propagate_forward_time: 21.0832195282, propagate_backward_time: 28.3737716675, weight_update_time: 0.0730382502, other_time: 1.6049289703
epoch time: 4.6413745880s, input_fired_time: 0.0554467291, output_fired_time: 0.0000000000, propagate_forward_time: 4.3088865280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2770414352
validation[          , genome  1232] predictions:    9652/  10000 (96.52%), best:    9653/10000 (96.53%), error:      1146.64734, best error:      1144.45007 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 51.5434913635s, input_fired_time: 0.4870043993, output_fired_time: 0.3035513759, propagate_forward_time: 21.0376071930, propagate_backward_time: 28.1348056793, weight_update_time: 0.0724342018, other_time: 1.5805244446
epoch time: 4.2180609703s, input_fired_time: 0.0513547808, output_fired_time: 0.0000000000, propagate_forward_time: 3.9095621109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2571439743
validation[          , genome  1232] predictions:    9585/  10000 (95.85%), best:    9653/10000 (96.53%), error:      1322.02344, best error:      1144.45007 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 53.1306190491s, input_fired_time: 0.4951479733, output_fired_time: 0.3094129562, propagate_forward_time: 21.8188171387, propagate_backward_time: 28.9060478210, weight_update_time: 0.0741544664, other_time: 1.6011924744
epoch time: 5.5302939415s, input_fired_time: 0.0618415624, output_fired_time: 0.0000000000, propagate_forward_time: 5.1531643867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3152880669
validation[          , genome  1232] predictions:    9595/  10000 (95.95%), best:    9653/10000 (96.53%), error:      1275.20398, best error:      1144.45007 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 57.0250167847s, input_fired_time: 0.5116413236, output_fired_time: 0.3262836039, propagate_forward_time: 23.3785057068, propagate_backward_time: 31.1255016327, weight_update_time: 0.0780923441, other_time: 1.6830844879
epoch time: 4.5128660202s, input_fired_time: 0.0528918281, output_fired_time: 0.0000000000, propagate_forward_time: 4.1900072098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2699670792
validation[          , genome  1232] predictions:    9616/  10000 (96.16%), best:    9653/10000 (96.53%), error:      1230.94470, best error:      1144.45007 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 56.8727073669s, input_fired_time: 0.5131756067, output_fired_time: 0.3259197474, propagate_forward_time: 23.3909759521, propagate_backward_time: 30.9603195190, weight_update_time: 0.0782652944, other_time: 1.6823158264
epoch time: 4.4469418526s, input_fired_time: 0.0530912839, output_fired_time: 0.0000000000, propagate_forward_time: 4.1278328896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660179138
validation[          , genome  1232] predictions:    9621/  10000 (96.21%), best:    9653/10000 (96.53%), error:      1221.42749, best error:      1144.45007 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 54.2564163208s, input_fired_time: 0.4979094863, output_fired_time: 0.3136003315, propagate_forward_time: 22.1992397308, propagate_backward_time: 29.6014347076, weight_update_time: 0.0761991516, other_time: 1.6442337036
epoch time: 4.4625988007s, input_fired_time: 0.0534371994, output_fired_time: 0.0000000000, propagate_forward_time: 4.1375937462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2715678215
validation[          , genome  1232] predictions:    9629/  10000 (96.29%), best:    9653/10000 (96.53%), error:      1173.57019, best error:      1144.45007 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 52.6991462708s, input_fired_time: 0.4900112450, output_fired_time: 0.3083972931, propagate_forward_time: 21.5151786804, propagate_backward_time: 28.7746143341, weight_update_time: 0.0738874450, other_time: 1.6109409332
epoch time: 4.5719861984s, input_fired_time: 0.0540197566, output_fired_time: 0.0000000000, propagate_forward_time: 4.2422728539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2756934166
validation[          , genome  1232] predictions:    9624/  10000 (96.24%), best:    9653/10000 (96.53%), error:      1206.72681, best error:      1144.45007 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 52.5967254639s, input_fired_time: 0.4906974435, output_fired_time: 0.3056997061, propagate_forward_time: 21.5008792877, propagate_backward_time: 28.6806449890, weight_update_time: 0.0741255432, other_time: 1.6188068390
epoch time: 4.6436033249s, input_fired_time: 0.0549690127, output_fired_time: 0.0000000000, propagate_forward_time: 4.3098001480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2788343430
validation[          , genome  1232] predictions:    9607/  10000 (96.07%), best:    9653/10000 (96.53%), error:      1286.10059, best error:      1144.45007 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 53.3227996826s, input_fired_time: 0.4940867722, output_fired_time: 0.3084654510, propagate_forward_time: 21.7657203674, propagate_backward_time: 29.1359653473, weight_update_time: 0.0749910772, other_time: 1.6185626984
epoch time: 4.6481647491s, input_fired_time: 0.0552118421, output_fired_time: 0.0000000000, propagate_forward_time: 4.3158330917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2771196365
validation[          , genome  1232] predictions:    9606/  10000 (96.06%), best:    9653/10000 (96.53%), error:      1307.51831, best error:      1144.45007 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 57.2337875366s, input_fired_time: 0.5129825473, output_fired_time: 0.3289189339, propagate_forward_time: 23.4785079956, propagate_backward_time: 31.2285060883, weight_update_time: 0.0782830119, other_time: 1.6848735809
epoch time: 4.6637649536s, input_fired_time: 0.0547320880, output_fired_time: 0.0000000000, propagate_forward_time: 4.3271808624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2818517685
validation[          , genome  1232] predictions:    9617/  10000 (96.17%), best:    9653/10000 (96.53%), error:      1250.54358, best error:      1144.45007 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 67.1915893555s, input_fired_time: 0.5635681152, output_fired_time: 0.3756142557, propagate_forward_time: 27.7422103882, propagate_backward_time: 36.6032485962, weight_update_time: 0.0900541469, other_time: 1.9069442749
epoch time: 4.7015738487s, input_fired_time: 0.0572989807, output_fired_time: 0.0000000000, propagate_forward_time: 4.3591604233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2851142883
validation[          , genome  1232] predictions:    9626/  10000 (96.26%), best:    9653/10000 (96.53%), error:      1242.48535, best error:      1144.45007 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 63.5512084961s, input_fired_time: 0.5433089733, output_fired_time: 0.3567412794, propagate_forward_time: 26.2089977264, propagate_backward_time: 34.6265945435, weight_update_time: 0.0848196968, other_time: 1.8155670166
epoch time: 4.5810837746s, input_fired_time: 0.0552098081, output_fired_time: 0.0000000000, propagate_forward_time: 4.2541484833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2717256546
validation[          , genome  1232] predictions:    9566/  10000 (95.66%), best:    9653/10000 (96.53%), error:      1383.38037, best error:      1144.45007 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 52.8480529785s, input_fired_time: 0.4896431565, output_fired_time: 0.3079771698, propagate_forward_time: 21.5774364471, propagate_backward_time: 28.8940162659, weight_update_time: 0.0734912455, other_time: 1.5789813995
epoch time: 4.6607470512s, input_fired_time: 0.0555206798, output_fired_time: 0.0000000000, propagate_forward_time: 4.3195724487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2856540680
validation[          , genome  1232] predictions:    9630/  10000 (96.30%), best:    9653/10000 (96.53%), error:      1195.95203, best error:      1144.45007 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 52.9061317444s, input_fired_time: 0.4883530438, output_fired_time: 0.3076115251, propagate_forward_time: 21.6069431305, propagate_backward_time: 28.9106788635, weight_update_time: 0.0739463419, other_time: 1.5925426483
epoch time: 4.6000852585s, input_fired_time: 0.0558188558, output_fired_time: 0.0000000000, propagate_forward_time: 4.2637686729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2804975510
validation[          , genome  1232] predictions:    9583/  10000 (95.83%), best:    9653/10000 (96.53%), error:      1350.65173, best error:      1144.45007 on epoch:    71, 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: 23.5264396667s, input_fired_time: 0.2716175914, output_fired_time: 0.0000000000, propagate_forward_time: 21.8099269867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4448947906
best training[          , genome  1232] predictions:   49105/  50000 (98.21%), best:    9653/10000 (96.53%), error:      3279.09253, best error:      1144.45007 on epoch:    71, 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: 5.1424651146s, input_fired_time: 0.0577209592, output_fired_time: 0.0000000000, propagate_forward_time: 4.7628464699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3218975067
   testing[          , genome  1232] predictions:    9707/  10000 (97.07%), best:    9653/10000 (96.53%), error:      1018.96210, best error:      1144.45007 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:53:36 (40373): called boinc_finish(0)

</stderr_txt>
]]>