Nameexact_genome_1512568488_41_6575_1
Workunit2604127
Created7 Dec 2017, 20:40:00 UTC
Sent7 Dec 2017, 20:45:45 UTC
Report deadline15 Dec 2017, 20:38:34 UTC
Received8 Dec 2017, 14:05:17 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66479
Run time5 hours 7 min 6 sec
CPU time5 hours 2 min 39 sec
Validate stateValid
Credit1,998.75
Device peak FLOPS2.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.30 MB
Peak swap size153.62 MB
Peak disk usage1.79 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000 (95.49%), best:    9650/10000 (96.50%), error:      1427.54602, best error:      1256.55676 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 165.7089080811s, input_fired_time: 1.7395739555, output_fired_time: 1.6977729797, propagate_forward_time: 61.6808319092, propagate_backward_time: 96.8398284912, weight_update_time: 0.2156988084, other_time: 3.7509002686
epoch time: 13.3175821304s, input_fired_time: 0.2185667604, output_fired_time: 0.0000000000, propagate_forward_time: 12.4391975403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6598176956
validation[          , genome  6575] predictions:    9641/  10000 (96.41%), best:    9641/10000 (96.41%), error:      1184.89990, best error:      1184.89990 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 165.5455474854s, input_fired_time: 1.7349729538, output_fired_time: 1.7056382895, propagate_forward_time: 61.5586128235, propagate_backward_time: 96.9136199951, weight_update_time: 0.2140726000, other_time: 3.6327056885
epoch time: 13.5893564224s, input_fired_time: 0.2229084671, output_fired_time: 0.0000000000, propagate_forward_time: 12.6993598938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6670885086
validation[          , genome  6575] predictions:    9587/  10000 (95.87%), best:    9641/10000 (96.41%), error:      1371.33228, best error:      1184.89990 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 166.7730255127s, input_fired_time: 1.7447272539, output_fired_time: 1.7064470053, propagate_forward_time: 62.0914955139, propagate_backward_time: 97.5475692749, weight_update_time: 0.2149367332, other_time: 3.6827926636
epoch time: 12.9497718811s, input_fired_time: 0.2157175094, output_fired_time: 0.0000000000, propagate_forward_time: 12.0902919769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6437625885
validation[          , genome  6575] predictions:    9665/  10000 (96.65%), best:    9665/10000 (96.65%), error:      1125.09277, best error:      1125.09277 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 166.4931488037s, input_fired_time: 1.7549042702, output_fired_time: 1.7100546360, propagate_forward_time: 62.1885986328, propagate_backward_time: 97.1838684082, weight_update_time: 0.2148962617, other_time: 3.6557312012
epoch time: 13.3663091660s, input_fired_time: 0.2201553136, output_fired_time: 0.0000000000, propagate_forward_time: 12.4787149429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6674385071
validation[          , genome  6575] predictions:    9650/  10000 (96.50%), best:    9665/10000 (96.65%), error:      1170.18262, best error:      1125.09277 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 165.6278839111s, input_fired_time: 1.7413535118, output_fired_time: 1.6968932152, propagate_forward_time: 61.8128433228, propagate_backward_time: 96.7379455566, weight_update_time: 0.2138651162, other_time: 3.6388473511
epoch time: 13.5043048859s, input_fired_time: 0.2205293030, output_fired_time: 0.0000000000, propagate_forward_time: 12.6268682480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6569070816
validation[          , genome  6575] predictions:    9684/  10000 (96.84%), best:    9684/10000 (96.84%), error:      1120.77319, best error:      1120.77319 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 164.6271667480s, input_fired_time: 1.7377068996, output_fired_time: 1.6846199036, propagate_forward_time: 61.3702278137, propagate_backward_time: 96.1888809204, weight_update_time: 0.2136874348, other_time: 3.6457443237
epoch time: 13.5634412766s, input_fired_time: 0.2208779007, output_fired_time: 0.0000000000, propagate_forward_time: 12.6901731491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6523904800
validation[          , genome  6575] predictions:    9650/  10000 (96.50%), best:    9684/10000 (96.84%), error:      1157.54443, best error:      1120.77319 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 165.2515869141s, input_fired_time: 1.7445133924, output_fired_time: 1.7058860064, propagate_forward_time: 61.6564826965, propagate_backward_time: 96.4658508301, weight_update_time: 0.2143450230, other_time: 3.6788635254
epoch time: 13.4628276825s, input_fired_time: 0.2233982533, output_fired_time: 0.0000000000, propagate_forward_time: 12.5833339691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6560955048
validation[          , genome  6575] predictions:    9372/  10000 (93.72%), best:    9684/10000 (96.84%), error:      2011.14160, best error:      1120.77319 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 165.2437591553s, input_fired_time: 1.7443152666, output_fired_time: 1.6990197897, propagate_forward_time: 61.5307464600, propagate_backward_time: 96.5574111938, weight_update_time: 0.2148601264, other_time: 3.7122726440
epoch time: 12.6288251877s, input_fired_time: 0.2223047763, output_fired_time: 0.0000000000, propagate_forward_time: 11.7761936188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6303272247
validation[          , genome  6575] predictions:    9647/  10000 (96.47%), best:    9684/10000 (96.84%), error:      1130.34314, best error:      1120.77319 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 166.1069641113s, input_fired_time: 1.7436885834, output_fired_time: 1.7034043074, propagate_forward_time: 61.4966583252, propagate_backward_time: 97.4286041260, weight_update_time: 0.2158133835, other_time: 3.7346191406
epoch time: 13.0968132019s, input_fired_time: 0.2173010856, output_fired_time: 0.0000000000, propagate_forward_time: 12.2213077545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6582040787
validation[          , genome  6575] predictions:    9620/  10000 (96.20%), best:    9684/10000 (96.84%), error:      1190.69763, best error:      1120.77319 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 164.7637176514s, input_fired_time: 1.7358909845, output_fired_time: 1.6923955679, propagate_forward_time: 61.4561195374, propagate_backward_time: 96.2307510376, weight_update_time: 0.2139825672, other_time: 3.6485671997
epoch time: 13.2715787888s, input_fired_time: 0.2195547372, output_fired_time: 0.0000000000, propagate_forward_time: 12.3727588654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6792650223
validation[          , genome  6575] predictions:    9637/  10000 (96.37%), best:    9684/10000 (96.84%), error:      1143.03784, best error:      1120.77319 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 165.5987548828s, input_fired_time: 1.7422920465, output_fired_time: 1.7010959387, propagate_forward_time: 61.5627899170, propagate_backward_time: 96.9334182739, weight_update_time: 0.2146318704, other_time: 3.6591567993
epoch time: 12.9820890427s, input_fired_time: 0.2181269526, output_fired_time: 0.0000000000, propagate_forward_time: 12.0978717804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6660900116
validation[          , genome  6575] predictions:    9537/  10000 (95.37%), best:    9684/10000 (96.84%), error:      1501.52173, best error:      1120.77319 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 165.9308929443s, input_fired_time: 1.7427220345, output_fired_time: 1.7081098557, propagate_forward_time: 61.5124359131, propagate_backward_time: 97.2638397217, weight_update_time: 0.2140916139, other_time: 3.7037811279
epoch time: 12.2516956329s, input_fired_time: 0.2110770941, output_fired_time: 0.0000000000, propagate_forward_time: 11.3938760757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6467428207
validation[          , genome  6575] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1116.37329, best error:      1116.37329 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 165.1261901855s, input_fired_time: 1.7423235178, output_fired_time: 1.6881355047, propagate_forward_time: 61.2636451721, propagate_backward_time: 96.6574172974, weight_update_time: 0.2164231986, other_time: 3.7746658325
epoch time: 13.1810693741s, input_fired_time: 0.2189261168, output_fired_time: 0.0000000000, propagate_forward_time: 12.2697725296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6923704147
validation[          , genome  6575] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1059.11511, best error:      1059.11511 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 165.7320098877s, input_fired_time: 1.7556015253, output_fired_time: 1.6977516413, propagate_forward_time: 61.9315261841, propagate_backward_time: 96.6782226563, weight_update_time: 0.2157278657, other_time: 3.6689071655
epoch time: 13.2876253128s, input_fired_time: 0.2194046676, output_fired_time: 0.0000000000, propagate_forward_time: 12.4142112732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6540098190
validation[          , genome  6575] predictions:    9665/  10000 (96.65%), best:    9672/10000 (96.72%), error:      1113.84839, best error:      1059.11511 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 167.8160095215s, input_fired_time: 1.7594848871, output_fired_time: 1.7152216434, propagate_forward_time: 62.4788513184, propagate_backward_time: 98.2099456787, weight_update_time: 0.2155964822, other_time: 3.6524963379
epoch time: 13.4161109924s, input_fired_time: 0.2239987701, output_fired_time: 0.0000000000, propagate_forward_time: 12.5416927338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6504192352
validation[          , genome  6575] predictions:    9678/  10000 (96.78%), best:    9672/10000 (96.72%), error:      1076.95264, best error:      1059.11511 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 165.3008728027s, input_fired_time: 1.7395676374, output_fired_time: 1.6857877970, propagate_forward_time: 61.3176803589, propagate_backward_time: 96.8795852661, weight_update_time: 0.2147643417, other_time: 3.6782531738
epoch time: 13.6122179031s, input_fired_time: 0.2249110043, output_fired_time: 0.0000000000, propagate_forward_time: 12.7345209122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6527862549
validation[          , genome  6575] predictions:    9668/  10000 (96.68%), best:    9672/10000 (96.72%), error:      1108.60620, best error:      1059.11511 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 167.4651336670s, input_fired_time: 1.7815088034, output_fired_time: 1.7145322561, propagate_forward_time: 62.5831108093, propagate_backward_time: 97.6968078613, weight_update_time: 0.2157283425, other_time: 3.6891632080
epoch time: 13.2802734375s, input_fired_time: 0.2220661193, output_fired_time: 0.0000000000, propagate_forward_time: 12.4151678085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6430397034
validation[          , genome  6575] predictions:    9657/  10000 (96.57%), best:    9672/10000 (96.72%), error:      1107.17371, best error:      1059.11511 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 165.8933410645s, input_fired_time: 1.7498385906, output_fired_time: 1.6967447996, propagate_forward_time: 61.6831970215, propagate_backward_time: 97.1125335693, weight_update_time: 0.2145176381, other_time: 3.6510314941
epoch time: 13.3222227097s, input_fired_time: 0.2222246081, output_fired_time: 0.0000000000, propagate_forward_time: 12.4339361191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6660623550
validation[          , genome  6575] predictions:    9663/  10000 (96.63%), best:    9672/10000 (96.72%), error:      1148.41870, best error:      1059.11511 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 164.6085510254s, input_fired_time: 1.7496936321, output_fired_time: 1.6985886097, propagate_forward_time: 61.3516349792, propagate_backward_time: 96.0887680054, weight_update_time: 0.2147102505, other_time: 3.7198562622
epoch time: 13.4544029236s, input_fired_time: 0.2250931263, output_fired_time: 0.0000000000, propagate_forward_time: 12.5730161667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6562938690
validation[          , genome  6575] predictions:    9630/  10000 (96.30%), best:    9672/10000 (96.72%), error:      1163.84644, best error:      1059.11511 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 167.1543579102s, input_fired_time: 1.7593972683, output_fired_time: 1.7150660753, propagate_forward_time: 62.1053504944, propagate_backward_time: 97.8546066284, weight_update_time: 0.2174916118, other_time: 3.7199325562
epoch time: 12.9813871384s, input_fired_time: 0.2213787138, output_fired_time: 0.0000000000, propagate_forward_time: 12.0822534561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6777553558
validation[          , genome  6575] predictions:    9667/  10000 (96.67%), best:    9672/10000 (96.72%), error:      1112.14673, best error:      1059.11511 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 164.7975158691s, input_fired_time: 1.7512692213, output_fired_time: 1.6912025213, propagate_forward_time: 61.1573410034, propagate_backward_time: 96.4678955078, weight_update_time: 0.2132440954, other_time: 3.7298049927
epoch time: 13.3479709625s, input_fired_time: 0.2256553322, output_fired_time: 0.0000000000, propagate_forward_time: 12.4515542984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6707611084
validation[          , genome  6575] predictions:    9679/  10000 (96.79%), best:    9672/10000 (96.72%), error:      1063.18738, best error:      1059.11511 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 165.5474548340s, input_fired_time: 1.7504082918, output_fired_time: 1.7000695467, propagate_forward_time: 61.4145050049, propagate_backward_time: 97.0122299194, weight_update_time: 0.2137671560, other_time: 3.6702346802
epoch time: 12.9830389023s, input_fired_time: 0.2181518376, output_fired_time: 0.0000000000, propagate_forward_time: 12.1063241959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6585626602
validation[          , genome  6575] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1045.02649, best error:      1045.02649 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 165.2319793701s, input_fired_time: 1.7509783506, output_fired_time: 1.7037514448, propagate_forward_time: 61.4306221008, propagate_backward_time: 96.6728820801, weight_update_time: 0.2137846500, other_time: 3.6737518311
epoch time: 13.5889101028s, input_fired_time: 0.2251878828, output_fired_time: 0.0000000000, propagate_forward_time: 12.7021236420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6615982056
validation[          , genome  6575] predictions:    9660/  10000 (96.60%), best:    9686/10000 (96.86%), error:      1094.35327, best error:      1045.02649 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 163.5579528809s, input_fired_time: 1.7482254505, output_fired_time: 1.6763502359, propagate_forward_time: 60.9249343872, propagate_backward_time: 95.5066680908, weight_update_time: 0.2134828568, other_time: 3.7017745972
epoch time: 12.9313478470s, input_fired_time: 0.2194772214, output_fired_time: 0.0000000000, propagate_forward_time: 12.0478744507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6639957428
validation[          , genome  6575] predictions:    9651/  10000 (96.51%), best:    9686/10000 (96.86%), error:      1097.76746, best error:      1045.02649 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 164.7123565674s, input_fired_time: 1.7521278858, output_fired_time: 1.6911927462, propagate_forward_time: 61.2251739502, propagate_backward_time: 96.3633880615, weight_update_time: 0.2149625719, other_time: 3.6804809570
epoch time: 13.3720293045s, input_fired_time: 0.2226890177, output_fired_time: 0.0000000000, propagate_forward_time: 12.5002279282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6491127014
validation[          , genome  6575] predictions:    9632/  10000 (96.32%), best:    9686/10000 (96.86%), error:      1216.82031, best error:      1045.02649 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 166.1705169678s, input_fired_time: 1.7573918104, output_fired_time: 1.7094606161, propagate_forward_time: 61.7909660339, propagate_backward_time: 97.1872940063, weight_update_time: 0.2159032822, other_time: 3.7254104614
epoch time: 12.6909942627s, input_fired_time: 0.2170089930, output_fired_time: 0.0000000000, propagate_forward_time: 11.8259744644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6480112076
validation[          , genome  6575] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       990.37201, best error:       990.37201 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 166.3851318359s, input_fired_time: 1.7589379549, output_fired_time: 1.7127155066, propagate_forward_time: 61.6536178589, propagate_backward_time: 97.5473709106, weight_update_time: 0.2153945714, other_time: 3.7124786377
epoch time: 13.2635183334s, input_fired_time: 0.2211370170, output_fired_time: 0.0000000000, propagate_forward_time: 12.3897352219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6526460648
validation[          , genome  6575] predictions:    9696/  10000 (96.96%), best:    9704/10000 (97.04%), error:      1032.91443, best error:       990.37201 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 165.8361053467s, input_fired_time: 1.7575912476, output_fired_time: 1.7022194862, propagate_forward_time: 61.5655517578, propagate_backward_time: 97.0874252319, weight_update_time: 0.2155636847, other_time: 3.7233200073
epoch time: 13.1759881973s, input_fired_time: 0.2219339013, output_fired_time: 0.0000000000, propagate_forward_time: 12.2992591858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6547946930
validation[          , genome  6575] predictions:    9674/  10000 (96.74%), best:    9704/10000 (97.04%), error:      1000.12213, best error:       990.37201 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 166.4844970703s, input_fired_time: 1.7658710480, output_fired_time: 1.7134828568, propagate_forward_time: 61.8566741943, propagate_backward_time: 97.3886184692, weight_update_time: 0.2162737250, other_time: 3.7598495483
epoch time: 13.4623308182s, input_fired_time: 0.2270898819, output_fired_time: 0.0000000000, propagate_forward_time: 12.5801963806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6550445557
validation[          , genome  6575] predictions:    9658/  10000 (96.58%), best:    9704/10000 (97.04%), error:      1116.96912, best error:       990.37201 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 166.6070861816s, input_fired_time: 1.7671239376, output_fired_time: 1.7032606602, propagate_forward_time: 61.9499168396, propagate_backward_time: 97.4843292236, weight_update_time: 0.2153066993, other_time: 3.7024536133
epoch time: 13.2214841843s, input_fired_time: 0.2248094529, output_fired_time: 0.0000000000, propagate_forward_time: 12.3045616150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6921129227
validation[          , genome  6575] predictions:    9691/  10000 (96.91%), best:    9704/10000 (97.04%), error:      1042.35962, best error:       990.37201 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 165.9773254395s, input_fired_time: 1.7614686489, output_fired_time: 1.6966501474, propagate_forward_time: 61.5421257019, propagate_backward_time: 97.2210998535, weight_update_time: 0.2175046653, other_time: 3.7559661865
epoch time: 13.0637540817s, input_fired_time: 0.2194087207, output_fired_time: 0.0000000000, propagate_forward_time: 12.2015457153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6427993774
validation[          , genome  6575] predictions:    9681/  10000 (96.81%), best:    9704/10000 (97.04%), error:      1058.06689, best error:       990.37201 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 165.2641143799s, input_fired_time: 1.7588447332, output_fired_time: 1.6940352917, propagate_forward_time: 61.4024009705, propagate_backward_time: 96.7339935303, weight_update_time: 0.2145654857, other_time: 3.6748352051
epoch time: 13.3097143173s, input_fired_time: 0.2250352651, output_fired_time: 0.0000000000, propagate_forward_time: 12.4107198715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6739587784
validation[          , genome  6575] predictions:    9680/  10000 (96.80%), best:    9704/10000 (97.04%), error:      1062.92810, best error:       990.37201 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 165.1260223389s, input_fired_time: 1.7595472336, output_fired_time: 1.6979502439, propagate_forward_time: 61.4261550903, propagate_backward_time: 96.5710601807, weight_update_time: 0.2127502859, other_time: 3.6713027954
epoch time: 13.3695344925s, input_fired_time: 0.2243797928, output_fired_time: 0.0000000000, propagate_forward_time: 12.4890537262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6561012268
validation[          , genome  6575] predictions:    9685/  10000 (96.85%), best:    9704/10000 (97.04%), error:      1039.76563, best error:       990.37201 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 166.3133850098s, input_fired_time: 1.7761635780, output_fired_time: 1.7121783495, propagate_forward_time: 61.8448066711, propagate_backward_time: 97.2864074707, weight_update_time: 0.2144800723, other_time: 3.6938323975
epoch time: 13.1640310287s, input_fired_time: 0.2238104492, output_fired_time: 0.0000000000, propagate_forward_time: 12.2857885361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6544322968
validation[          , genome  6575] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:       961.53595, best error:       961.53595 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 166.1589965820s, input_fired_time: 1.7710819244, output_fired_time: 1.7106184959, propagate_forward_time: 61.9763488770, propagate_backward_time: 97.0501556396, weight_update_time: 0.2139438242, other_time: 3.6507873535
epoch time: 13.1221714020s, input_fired_time: 0.2234819233, output_fired_time: 0.0000000000, propagate_forward_time: 12.2278223038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6708669662
validation[          , genome  6575] predictions:    9687/  10000 (96.87%), best:    9693/10000 (96.93%), error:      1032.84058, best error:       961.53595 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 167.0291137695s, input_fired_time: 1.7801787853, output_fired_time: 1.7183402777, propagate_forward_time: 62.2506752014, propagate_backward_time: 97.5667266846, weight_update_time: 0.2161819786, other_time: 3.7131958008
epoch time: 13.0053491592s, input_fired_time: 0.2207095921, output_fired_time: 0.0000000000, propagate_forward_time: 12.1490573883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6355819702
validation[          , genome  6575] predictions:    9700/  10000 (97.00%), best:    9693/10000 (96.93%), error:      1022.47058, best error:       961.53595 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 165.4006958008s, input_fired_time: 1.7657537460, output_fired_time: 1.6994763613, propagate_forward_time: 61.5449562073, propagate_backward_time: 96.6907730103, weight_update_time: 0.2147203684, other_time: 3.6997451782
epoch time: 12.7777128220s, input_fired_time: 0.2195123583, output_fired_time: 0.0000000000, propagate_forward_time: 11.9078273773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6503734589
validation[          , genome  6575] predictions:    9644/  10000 (96.44%), best:    9693/10000 (96.93%), error:      1134.65564, best error:       961.53595 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 166.6487121582s, input_fired_time: 1.7735354900, output_fired_time: 1.7021230459, propagate_forward_time: 61.8882255554, propagate_backward_time: 97.6119461060, weight_update_time: 0.2160180360, other_time: 3.6728897095
epoch time: 12.5342359543s, input_fired_time: 0.2170477062, output_fired_time: 0.0000000000, propagate_forward_time: 11.6601428986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6570453644
validation[          , genome  6575] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       960.28204, best error:       960.28204 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 167.3763885498s, input_fired_time: 1.7755270004, output_fired_time: 1.7175376415, propagate_forward_time: 62.1543807983, propagate_backward_time: 98.0350875854, weight_update_time: 0.2162522525, other_time: 3.6938476563
epoch time: 13.0576257706s, input_fired_time: 0.2239862978, output_fired_time: 0.0000000000, propagate_forward_time: 12.1928377151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6408014297
validation[          , genome  6575] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       959.24866, best error:       959.24866 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 165.5694274902s, input_fired_time: 1.7725342512, output_fired_time: 1.7015792131, propagate_forward_time: 61.5061416626, propagate_backward_time: 96.9099960327, weight_update_time: 0.2143708169, other_time: 3.6791687012
epoch time: 13.0259332657s, input_fired_time: 0.2208226770, output_fired_time: 0.0000000000, propagate_forward_time: 12.1310939789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6740169525
validation[          , genome  6575] predictions:    9614/  10000 (96.14%), best:    9713/10000 (97.13%), error:      1258.73047, best error:       959.24866 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 165.8930969238s, input_fired_time: 1.7609935999, output_fired_time: 1.6915010214, propagate_forward_time: 61.3798637390, propagate_backward_time: 97.3688888550, weight_update_time: 0.2153739184, other_time: 3.6918563843
epoch time: 13.4028882980s, input_fired_time: 0.2255819887, output_fired_time: 0.0000000000, propagate_forward_time: 12.5114574432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6658487320
validation[          , genome  6575] predictions:    9699/  10000 (96.99%), best:    9713/10000 (97.13%), error:      1003.51245, best error:       959.24866 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 167.2507171631s, input_fired_time: 1.7722034454, output_fired_time: 1.7105386257, propagate_forward_time: 62.0999946594, propagate_backward_time: 97.9989013672, weight_update_time: 0.2155226171, other_time: 3.6690826416
epoch time: 12.9450664520s, input_fired_time: 0.2221961468, output_fired_time: 0.0000000000, propagate_forward_time: 12.0699920654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6528778076
validation[          , genome  6575] predictions:    9697/  10000 (96.97%), best:    9713/10000 (97.13%), error:       990.81848, best error:       959.24866 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 167.5998382568s, input_fired_time: 1.7800185680, output_fired_time: 1.7127736807, propagate_forward_time: 62.3956489563, propagate_backward_time: 98.0458984375, weight_update_time: 0.2171169519, other_time: 3.6655120850
epoch time: 12.7863130569s, input_fired_time: 0.2204794139, output_fired_time: 0.0000000000, propagate_forward_time: 11.9083652496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6574687958
validation[          , genome  6575] predictions:    9705/  10000 (97.05%), best:    9713/10000 (97.13%), error:      1005.14429, best error:       959.24866 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 166.3176116943s, input_fired_time: 1.7738078833, output_fired_time: 1.6988979578, propagate_forward_time: 61.9751243591, propagate_backward_time: 97.1853485107, weight_update_time: 0.2150247544, other_time: 3.6844329834
epoch time: 13.6945991516s, input_fired_time: 0.2291601151, output_fired_time: 0.0000000000, propagate_forward_time: 12.8224697113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6429691315
validation[          , genome  6575] predictions:    9706/  10000 (97.06%), best:    9713/10000 (97.13%), error:      1009.85510, best error:       959.24866 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 165.4266357422s, input_fired_time: 1.7711436749, output_fired_time: 1.6956105232, propagate_forward_time: 61.4121131897, propagate_backward_time: 96.8522567749, weight_update_time: 0.2138258964, other_time: 3.6955032349
epoch time: 13.2306480408s, input_fired_time: 0.2243598253, output_fired_time: 0.0000000000, propagate_forward_time: 12.3330183029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6732702255
validation[          , genome  6575] predictions:    9684/  10000 (96.84%), best:    9713/10000 (97.13%), error:      1044.24658, best error:       959.24866 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 168.0245666504s, input_fired_time: 1.7853747606, output_fired_time: 1.7071570158, propagate_forward_time: 62.6504211426, propagate_backward_time: 98.1914215088, weight_update_time: 0.2157750279, other_time: 3.6902008057
epoch time: 13.4001150131s, input_fired_time: 0.2270492911, output_fired_time: 0.0000000000, propagate_forward_time: 12.5084476471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6646184921
validation[          , genome  6575] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       937.92474, best error:       937.92474 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 165.6713562012s, input_fired_time: 1.7799756527, output_fired_time: 1.7067744732, propagate_forward_time: 61.7926788330, propagate_backward_time: 96.6841964722, weight_update_time: 0.2154602259, other_time: 3.7077407837
epoch time: 13.2658843994s, input_fired_time: 0.2262813598, output_fired_time: 0.0000000000, propagate_forward_time: 12.3707790375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6688241959
validation[          , genome  6575] predictions:    9628/  10000 (96.28%), best:    9713/10000 (97.13%), error:      1139.36218, best error:       937.92474 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 165.7456359863s, input_fired_time: 1.7707946301, output_fired_time: 1.7095155716, propagate_forward_time: 61.4191627502, propagate_backward_time: 97.1348190308, weight_update_time: 0.2155995369, other_time: 3.7113418579
epoch time: 13.2139739990s, input_fired_time: 0.2248548567, output_fired_time: 0.0000000000, propagate_forward_time: 12.3410634995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6480560303
validation[          , genome  6575] predictions:    9707/  10000 (97.07%), best:    9713/10000 (97.13%), error:       970.05237, best error:       937.92474 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 164.9107513428s, input_fired_time: 1.7616561651, output_fired_time: 1.6796251535, propagate_forward_time: 61.2024002075, propagate_backward_time: 96.6391448975, weight_update_time: 0.2145212740, other_time: 3.6279220581
epoch time: 13.0231847763s, input_fired_time: 0.2228363305, output_fired_time: 0.0000000000, propagate_forward_time: 12.1486835480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6516647339
validation[          , genome  6575] predictions:    9692/  10000 (96.92%), best:    9713/10000 (97.13%), error:      1011.67096, best error:       937.92474 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 166.5425720215s, input_fired_time: 1.7805336714, output_fired_time: 1.7179092169, propagate_forward_time: 61.7904624939, propagate_backward_time: 97.4605255127, weight_update_time: 0.2158626467, other_time: 3.7931365967
epoch time: 13.2107973099s, input_fired_time: 0.2257546484, output_fired_time: 0.0000000000, propagate_forward_time: 12.3103580475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6746845245
validation[          , genome  6575] predictions:    9684/  10000 (96.84%), best:    9713/10000 (97.13%), error:      1042.35693, best error:       937.92474 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 166.0435943604s, input_fired_time: 1.7829402685, output_fired_time: 1.7085167170, propagate_forward_time: 61.8929290771, propagate_backward_time: 97.0261383057, weight_update_time: 0.2136010528, other_time: 3.6330718994
epoch time: 13.1704320908s, input_fired_time: 0.2231061310, output_fired_time: 0.0000000000, propagate_forward_time: 12.3120012283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6353244781
validation[          , genome  6575] predictions:    9720/  10000 (97.20%), best:    9713/10000 (97.13%), error:       971.99200, best error:       937.92474 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 165.7499389648s, input_fired_time: 1.7819173336, output_fired_time: 1.6937828064, propagate_forward_time: 61.4853897095, propagate_backward_time: 97.0940475464, weight_update_time: 0.2160849571, other_time: 3.6947937012
epoch time: 13.1317501068s, input_fired_time: 0.2244950682, output_fired_time: 0.0000000000, propagate_forward_time: 12.2615003586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6457548141
validation[          , genome  6575] predictions:    9715/  10000 (97.15%), best:    9713/10000 (97.13%), error:       940.71497, best error:       937.92474 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 163.8521423340s, input_fired_time: 1.7712934017, output_fired_time: 1.6969947815, propagate_forward_time: 60.8696365356, propagate_backward_time: 95.8310623169, weight_update_time: 0.2131851912, other_time: 3.6831665039
epoch time: 13.4372558594s, input_fired_time: 0.2278039455, output_fired_time: 0.0000000000, propagate_forward_time: 12.5613527298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6480989456
validation[          , genome  6575] predictions:    9683/  10000 (96.83%), best:    9713/10000 (97.13%), error:      1096.07556, best error:       937.92474 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 165.2919158936s, input_fired_time: 1.7747430801, output_fired_time: 1.6964573860, propagate_forward_time: 61.5004997253, propagate_backward_time: 96.6863632202, weight_update_time: 0.2139732391, other_time: 3.6338424683
epoch time: 13.5208921432s, input_fired_time: 0.2283934355, output_fired_time: 0.0000000000, propagate_forward_time: 12.5523662567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7401323318
validation[          , genome  6575] predictions:    9663/  10000 (96.63%), best:    9713/10000 (97.13%), error:      1104.45862, best error:       937.92474 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 168.5886535645s, input_fired_time: 1.7929543257, output_fired_time: 1.7284113169, propagate_forward_time: 62.7703514099, propagate_backward_time: 98.5918731689, weight_update_time: 0.2167719305, other_time: 3.7050628662
epoch time: 13.5012083054s, input_fired_time: 0.2288488597, output_fired_time: 0.0000000000, propagate_forward_time: 12.6247558594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6476039886
validation[          , genome  6575] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       927.22778, best error:       927.22778 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 166.4873962402s, input_fired_time: 1.7811625004, output_fired_time: 1.7055829763, propagate_forward_time: 61.6583290100, propagate_backward_time: 97.5906829834, weight_update_time: 0.2186461240, other_time: 3.7516479492
epoch time: 13.3731298447s, input_fired_time: 0.2292406559, output_fired_time: 0.0000000000, propagate_forward_time: 12.4493389130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6945505142
validation[          , genome  6575] predictions:    9703/  10000 (97.03%), best:    9721/10000 (97.21%), error:       984.81488, best error:       927.22778 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 167.8590393066s, input_fired_time: 1.7919735909, output_fired_time: 1.7200864553, propagate_forward_time: 62.4082450867, propagate_backward_time: 98.2197723389, weight_update_time: 0.2168007791, other_time: 3.7189483643
epoch time: 13.1528015137s, input_fired_time: 0.2265804708, output_fired_time: 0.0000000000, propagate_forward_time: 12.2327861786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6934347153
validation[          , genome  6575] predictions:    9710/  10000 (97.10%), best:    9721/10000 (97.21%), error:       945.55194, best error:       927.22778 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 166.9846343994s, input_fired_time: 1.7878175974, output_fired_time: 1.7040050030, propagate_forward_time: 62.0289344788, propagate_backward_time: 97.8139038086, weight_update_time: 0.2165074944, other_time: 3.6499786377
epoch time: 12.3524703979s, input_fired_time: 0.2179199010, output_fired_time: 0.0000000000, propagate_forward_time: 11.4978933334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6366567612
validation[          , genome  6575] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       970.53784, best error:       927.22778 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 164.9490814209s, input_fired_time: 1.7839847803, output_fired_time: 1.6900333166, propagate_forward_time: 61.4384765625, propagate_backward_time: 96.3350448608, weight_update_time: 0.2151268870, other_time: 3.7015457153
epoch time: 12.9452314377s, input_fired_time: 0.2262252420, output_fired_time: 0.0000000000, propagate_forward_time: 12.0734148026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6455917358
validation[          , genome  6575] predictions:    9714/  10000 (97.14%), best:    9721/10000 (97.21%), error:       954.46265, best error:       927.22778 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 164.5075073242s, input_fired_time: 1.7761447430, output_fired_time: 1.6919332743, propagate_forward_time: 61.3417358398, propagate_backward_time: 96.0747604370, weight_update_time: 0.2137640566, other_time: 3.6229324341
epoch time: 13.6884183884s, input_fired_time: 0.2321073562, output_fired_time: 0.0000000000, propagate_forward_time: 12.8021306992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6541805267
validation[          , genome  6575] predictions:    9703/  10000 (97.03%), best:    9721/10000 (97.21%), error:      1027.26453, best error:       927.22778 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 166.1644439697s, input_fired_time: 1.7865751982, output_fired_time: 1.6979353428, propagate_forward_time: 62.0487899780, propagate_backward_time: 96.9523162842, weight_update_time: 0.2153334916, other_time: 3.6788253784
epoch time: 13.4277801514s, input_fired_time: 0.2289717793, output_fired_time: 0.0000000000, propagate_forward_time: 12.5014142990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6973943710
validation[          , genome  6575] predictions:    9705/  10000 (97.05%), best:    9721/10000 (97.21%), error:       997.96930, best error:       927.22778 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 165.1647186279s, input_fired_time: 1.7891211510, output_fired_time: 1.6975839138, propagate_forward_time: 61.7628021240, propagate_backward_time: 96.2436599731, weight_update_time: 0.2139514685, other_time: 3.6715469360
epoch time: 13.2945461273s, input_fired_time: 0.2285402566, output_fired_time: 0.0000000000, propagate_forward_time: 12.4135332108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6524724960
validation[          , genome  6575] predictions:    9659/  10000 (96.59%), best:    9721/10000 (97.21%), error:      1039.13220, best error:       927.22778 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 165.3675384521s, input_fired_time: 1.7851451635, output_fired_time: 1.6853693724, propagate_forward_time: 61.4881477356, propagate_backward_time: 96.7568740845, weight_update_time: 0.2142190784, other_time: 3.6520156860
epoch time: 13.5704250336s, input_fired_time: 0.2295103818, output_fired_time: 0.0000000000, propagate_forward_time: 12.6560039520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6849107742
validation[          , genome  6575] predictions:    9705/  10000 (97.05%), best:    9721/10000 (97.21%), error:       990.53668, best error:       927.22778 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 165.8691101074s, input_fired_time: 1.7824898958, output_fired_time: 1.7041238546, propagate_forward_time: 61.5275039673, propagate_backward_time: 97.1180572510, weight_update_time: 0.2145289779, other_time: 3.7369461060
epoch time: 13.4873962402s, input_fired_time: 0.2291391194, output_fired_time: 0.0000000000, propagate_forward_time: 12.5524511337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7058057785
validation[          , genome  6575] predictions:    9704/  10000 (97.04%), best:    9721/10000 (97.21%), error:       995.96863, best error:       927.22778 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 167.6160278320s, input_fired_time: 1.7903344631, output_fired_time: 1.7122290134, propagate_forward_time: 62.1818962097, propagate_backward_time: 98.3017730713, weight_update_time: 0.2157002389, other_time: 3.6297912598
epoch time: 13.0717611313s, input_fired_time: 0.2283858359, output_fired_time: 0.0000000000, propagate_forward_time: 12.1881322861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6552429199
validation[          , genome  6575] predictions:    9726/  10000 (97.26%), best:    9721/10000 (97.21%), error:       959.99713, best error:       927.22778 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 165.3418884277s, input_fired_time: 1.7932052612, output_fired_time: 1.7050828934, propagate_forward_time: 61.6163368225, propagate_backward_time: 96.4678878784, weight_update_time: 0.2140845805, other_time: 3.7593765259
epoch time: 13.4065198898s, input_fired_time: 0.2302151471, output_fired_time: 0.0000000000, propagate_forward_time: 12.5040397644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6722650528
validation[          , genome  6575] predictions:    9709/  10000 (97.09%), best:    9721/10000 (97.21%), error:       967.33661, best error:       927.22778 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 165.2790832520s, input_fired_time: 1.7824726105, output_fired_time: 1.6891644001, propagate_forward_time: 61.3568191528, propagate_backward_time: 96.7689132690, weight_update_time: 0.2143854499, other_time: 3.6817169189
epoch time: 13.5441017151s, input_fired_time: 0.2316001803, output_fired_time: 0.0000000000, propagate_forward_time: 12.6674318314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6450700760
validation[          , genome  6575] predictions:    9717/  10000 (97.17%), best:    9721/10000 (97.21%), error:       970.98584, best error:       927.22778 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 164.7550811768s, input_fired_time: 1.7863535881, output_fired_time: 1.6942076683, propagate_forward_time: 61.3640327454, propagate_backward_time: 96.2006607056, weight_update_time: 0.2145227045, other_time: 3.7098312378
epoch time: 13.3061208725s, input_fired_time: 0.2294600904, output_fired_time: 0.0000000000, propagate_forward_time: 12.4281196594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6485414505
validation[          , genome  6575] predictions:    9697/  10000 (96.97%), best:    9721/10000 (97.21%), error:      1070.86157, best error:       927.22778 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 163.9699707031s, input_fired_time: 1.7801852226, output_fired_time: 1.6949398518, propagate_forward_time: 60.7939071655, propagate_backward_time: 96.0426559448, weight_update_time: 0.2132547647, other_time: 3.6582794189
epoch time: 13.0788259506s, input_fired_time: 0.2277514637, output_fired_time: 0.0000000000, propagate_forward_time: 12.1990594864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6520147324
validation[          , genome  6575] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       912.00262, best error:       912.00262 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 165.5156250000s, input_fired_time: 1.7903673649, output_fired_time: 1.7354583740, propagate_forward_time: 61.4539375305, propagate_backward_time: 96.8335800171, weight_update_time: 0.2149688005, other_time: 3.7022781372
epoch time: 13.3161153793s, input_fired_time: 0.2299494445, output_fired_time: 0.0000000000, propagate_forward_time: 12.4444885254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6416778564
validation[          , genome  6575] predictions:    9709/  10000 (97.09%), best:    9730/10000 (97.30%), error:       976.63446, best error:       912.00262 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 167.5297088623s, input_fired_time: 1.7985631227, output_fired_time: 1.7205133438, propagate_forward_time: 62.3862342834, propagate_backward_time: 97.9451217651, weight_update_time: 0.2162466347, other_time: 3.6792678833
epoch time: 13.5292243958s, input_fired_time: 0.2317333370, output_fired_time: 0.0000000000, propagate_forward_time: 12.6269330978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6705579758
validation[          , genome  6575] predictions:    9710/  10000 (97.10%), best:    9730/10000 (97.30%), error:       991.69946, best error:       912.00262 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 167.3584289551s, input_fired_time: 1.8052755594, output_fired_time: 1.7145282030, propagate_forward_time: 62.2995834351, propagate_backward_time: 97.8939285278, weight_update_time: 0.2157199085, other_time: 3.6451110840
epoch time: 13.2922105789s, input_fired_time: 0.2298100591, output_fired_time: 0.0000000000, propagate_forward_time: 12.3598613739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7025394440
validation[          , genome  6575] predictions:    9724/  10000 (97.24%), best:    9730/10000 (97.30%), error:       963.82825, best error:       912.00262 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 165.5787200928s, input_fired_time: 1.7915670872, output_fired_time: 1.6948820353, propagate_forward_time: 61.5847587585, propagate_backward_time: 96.8387756348, weight_update_time: 0.2153168917, other_time: 3.6687316895
epoch time: 12.7940530777s, input_fired_time: 0.2282731831, output_fired_time: 0.0000000000, propagate_forward_time: 11.9020576477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6637220383
validation[          , genome  6575] predictions:    9688/  10000 (96.88%), best:    9730/10000 (97.30%), error:      1029.04126, best error:       912.00262 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 168.1252288818s, input_fired_time: 1.8084394932, output_fired_time: 1.7156305313, propagate_forward_time: 62.4990997314, propagate_backward_time: 98.4100036621, weight_update_time: 0.2174797058, other_time: 3.6920471191
epoch time: 13.6910505295s, input_fired_time: 0.2338913232, output_fired_time: 0.0000000000, propagate_forward_time: 12.8052110672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6519479752
validation[          , genome  6575] predictions:    9728/  10000 (97.28%), best:    9730/10000 (97.30%), error:       932.89685, best error:       912.00262 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 166.3867187500s, input_fired_time: 1.7960655689, output_fired_time: 1.7092431784, propagate_forward_time: 61.9154052734, propagate_backward_time: 97.3275909424, weight_update_time: 0.2131790221, other_time: 3.6384124756
epoch time: 13.2974281311s, input_fired_time: 0.2281810194, output_fired_time: 0.0000000000, propagate_forward_time: 12.4362525940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6329946518
validation[          , genome  6575] predictions:    9707/  10000 (97.07%), best:    9730/10000 (97.30%), error:       998.17236, best error:       912.00262 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 164.4535980225s, input_fired_time: 1.7864271402, output_fired_time: 1.6868684292, propagate_forward_time: 61.1123504639, propagate_backward_time: 96.2537078857, weight_update_time: 0.2131630927, other_time: 3.6142425537
epoch time: 13.4791898727s, input_fired_time: 0.2332109660, output_fired_time: 0.0000000000, propagate_forward_time: 12.5246744156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7213048935
validation[          , genome  6575] predictions:    9711/  10000 (97.11%), best:    9730/10000 (97.30%), error:       969.07928, best error:       912.00262 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 166.4075622559s, input_fired_time: 1.7996782064, output_fired_time: 1.7131451368, propagate_forward_time: 61.9272689819, propagate_backward_time: 97.2081375122, weight_update_time: 0.2161970139, other_time: 3.7593231201
epoch time: 12.5740423203s, input_fired_time: 0.2237004787, output_fired_time: 0.0000000000, propagate_forward_time: 11.7125082016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6378335953
validation[          , genome  6575] predictions:    9701/  10000 (97.01%), best:    9730/10000 (97.30%), error:      1005.60974, best error:       912.00262 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 164.4812622070s, input_fired_time: 1.7894399166, output_fired_time: 1.6822714806, propagate_forward_time: 60.9685935974, propagate_backward_time: 96.2900466919, weight_update_time: 0.2132984102, other_time: 3.7509078979
epoch time: 13.2898054123s, input_fired_time: 0.2301755548, output_fired_time: 0.0000000000, propagate_forward_time: 12.4086933136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6509361267
validation[          , genome  6575] predictions:    9717/  10000 (97.17%), best:    9730/10000 (97.30%), error:       963.73267, best error:       912.00262 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 163.8634185791s, input_fired_time: 1.7921943665, output_fired_time: 1.6792750359, propagate_forward_time: 61.0491447449, propagate_backward_time: 95.6925811768, weight_update_time: 0.2127763331, other_time: 3.6502227783
epoch time: 13.3307132721s, input_fired_time: 0.2344313413, output_fired_time: 0.0000000000, propagate_forward_time: 12.4118471146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6844348907
validation[          , genome  6575] predictions:    9700/  10000 (97.00%), best:    9730/10000 (97.30%), error:      1030.30457, best error:       912.00262 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 164.7708587646s, input_fired_time: 1.7966253757, output_fired_time: 1.6786496639, propagate_forward_time: 61.3678550720, propagate_backward_time: 96.2035140991, weight_update_time: 0.2152631283, other_time: 3.7242050171
epoch time: 12.8997249603s, input_fired_time: 0.2262653708, output_fired_time: 0.0000000000, propagate_forward_time: 12.0296630859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6437969208
validation[          , genome  6575] predictions:    9719/  10000 (97.19%), best:    9730/10000 (97.30%), error:       940.73871, best error:       912.00262 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 165.9304962158s, input_fired_time: 1.8012329340, output_fired_time: 1.7093687057, propagate_forward_time: 61.8086395264, propagate_backward_time: 96.8802337646, weight_update_time: 0.2154933363, other_time: 3.7310180664
epoch time: 12.9719190598s, input_fired_time: 0.2263948619, output_fired_time: 0.0000000000, propagate_forward_time: 12.0729799271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6725444794
validation[          , genome  6575] predictions:    9720/  10000 (97.20%), best:    9730/10000 (97.30%), error:       944.85120, best error:       912.00262 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 163.5718536377s, input_fired_time: 1.7983403206, output_fired_time: 1.6853597164, propagate_forward_time: 60.6905174255, propagate_backward_time: 95.6065521240, weight_update_time: 0.2136808187, other_time: 3.7910766602
epoch time: 13.4568605423s, input_fired_time: 0.2344277650, output_fired_time: 0.0000000000, propagate_forward_time: 12.5662279129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6562051773
validation[          , genome  6575] predictions:    9691/  10000 (96.91%), best:    9730/10000 (97.30%), error:      1056.34119, best error:       912.00262 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 166.5880737305s, input_fired_time: 1.8033893108, output_fired_time: 1.6941114664, propagate_forward_time: 61.8211975098, propagate_backward_time: 97.6120834351, weight_update_time: 0.2146325558, other_time: 3.6572952271
epoch time: 13.0573825836s, input_fired_time: 0.2288073301, output_fired_time: 0.0000000000, propagate_forward_time: 12.1464195251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6821556091
validation[          , genome  6575] predictions:    9721/  10000 (97.21%), best:    9730/10000 (97.30%), error:       942.65222, best error:       912.00262 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 166.0900268555s, input_fired_time: 1.8053597212, output_fired_time: 1.7221262455, propagate_forward_time: 61.4908866882, propagate_backward_time: 97.4372863770, weight_update_time: 0.2133754045, other_time: 3.6343688965
epoch time: 13.1436443329s, input_fired_time: 0.2299938351, output_fired_time: 0.0000000000, propagate_forward_time: 12.1963176727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7173328400
validation[          , genome  6575] predictions:    9663/  10000 (96.63%), best:    9730/10000 (97.30%), error:      1064.59119, best error:       912.00262 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 161.7222900391s, input_fired_time: 1.7788809538, output_fired_time: 1.6560223103, propagate_forward_time: 59.8727607727, propagate_backward_time: 94.7519836426, weight_update_time: 0.2108397931, other_time: 3.6626434326
epoch time: 13.3787565231s, input_fired_time: 0.2324950844, output_fired_time: 0.0000000000, propagate_forward_time: 12.4630985260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6831626892
validation[          , genome  6575] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       910.97015, best error:       910.97015 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 167.3785247803s, input_fired_time: 1.8183310032, output_fired_time: 1.7120338678, propagate_forward_time: 62.4062995911, propagate_backward_time: 97.7909393311, weight_update_time: 0.2164753675, other_time: 3.6509246826
epoch time: 13.2090320587s, input_fired_time: 0.2309921235, output_fired_time: 0.0000000000, propagate_forward_time: 12.3249092102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6531305313
validation[          , genome  6575] predictions:    9690/  10000 (96.90%), best:    9723/10000 (97.23%), error:       984.11011, best error:       910.97015 on epoch:    99, 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: 66.7721252441s, input_fired_time: 1.1650655270, output_fired_time: 0.0000000000, propagate_forward_time: 62.2497253418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3573379517
best training[          , genome  6575] predictions:   49423/  50000 (98.85%), best:    9723/10000 (97.23%), error:      2187.29272, best error:       910.97015 on epoch:    99, 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: 13.1196432114s, input_fired_time: 0.2287015319, output_fired_time: 0.0000000000, propagate_forward_time: 12.2325096130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6584320068
   testing[          , genome  6575] predictions:    9764/  10000 (97.64%), best:    9723/10000 (97.23%), error:       787.73706, best error:       910.97015 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:04:56 (5340): called boinc_finish(0)

</stderr_txt>
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