Nameexact_genome_1512568488_42_5974_0
Workunit2601131
Created7 Dec 2017, 17:22:10 UTC
Sent7 Dec 2017, 17:25:35 UTC
Report deadline12 Dec 2017, 12:20:57 UTC
Received9 Dec 2017, 1:39:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time2 hours 34 min 53 sec
CPU time2 hours 34 min 30 sec
Validate stateValid
Credit1,197.12
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.57 MB
Peak swap size160.18 MB
Peak disk usage2.11 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1402506381, output_fired_time: 0.0000000000, propagate_forward_time: 5.9716677666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5076107979
validation[          , genome  5974] predictions:    9632/  10000 (96.32%), best:    9670/10000 (96.70%), error:      1178.10791, best error:      1085.69043 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 82.8390884399s, input_fired_time: 1.1710761786, output_fired_time: 1.0816440582, propagate_forward_time: 30.9685153961, propagate_backward_time: 46.7753753662, weight_update_time: 0.1434480101, other_time: 2.8424835205
epoch time: 6.8435597420s, input_fired_time: 0.1459564120, output_fired_time: 0.0000000000, propagate_forward_time: 6.1794400215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5181632042
validation[          , genome  5974] predictions:    9558/  10000 (95.58%), best:    9670/10000 (96.70%), error:      1398.76550, best error:      1085.69043 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 83.4421005249s, input_fired_time: 1.1816015244, output_fired_time: 1.0902243853, propagate_forward_time: 31.2351322174, propagate_backward_time: 47.0538444519, weight_update_time: 0.1450521797, other_time: 2.8812980652
epoch time: 6.9146385193s, input_fired_time: 0.1483330578, output_fired_time: 0.0000000000, propagate_forward_time: 6.2626791000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5036263466
validation[          , genome  5974] predictions:    9603/  10000 (96.03%), best:    9670/10000 (96.70%), error:      1296.42944, best error:      1085.69043 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 83.3449325562s, input_fired_time: 1.1785738468, output_fired_time: 1.0875123739, propagate_forward_time: 31.1269874573, propagate_backward_time: 47.0975227356, weight_update_time: 0.1440824121, other_time: 2.8543395996
epoch time: 6.9597949982s, input_fired_time: 0.1471697837, output_fired_time: 0.0000000000, propagate_forward_time: 6.2867321968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5258932114
validation[          , genome  5974] predictions:    9616/  10000 (96.16%), best:    9670/10000 (96.70%), error:      1282.78186, best error:      1085.69043 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 83.5294723511s, input_fired_time: 1.1801147461, output_fired_time: 1.0897421837, propagate_forward_time: 31.2168884277, propagate_backward_time: 47.1986885071, weight_update_time: 0.1437470764, other_time: 2.8440361023
epoch time: 6.9808602333s, input_fired_time: 0.1501593441, output_fired_time: 0.0000000000, propagate_forward_time: 6.3017988205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5289020538
validation[          , genome  5974] predictions:    9431/  10000 (94.31%), best:    9670/10000 (96.70%), error:      1764.18311, best error:      1085.69043 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 83.9588546753s, input_fired_time: 1.1796149015, output_fired_time: 1.0934329033, propagate_forward_time: 31.2962722778, propagate_backward_time: 47.5506858826, weight_update_time: 0.1439641565, other_time: 2.8388557434
epoch time: 6.9566044807s, input_fired_time: 0.1472399384, output_fired_time: 0.0000000000, propagate_forward_time: 6.3162951469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4930691719
validation[          , genome  5974] predictions:    9616/  10000 (96.16%), best:    9670/10000 (96.70%), error:      1299.57666, best error:      1085.69043 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 83.6409988403s, input_fired_time: 1.1821173429, output_fired_time: 1.0931355953, propagate_forward_time: 31.1230907440, propagate_backward_time: 47.3725852966, weight_update_time: 0.1451213062, other_time: 2.8700752258
epoch time: 6.8298816681s, input_fired_time: 0.1456271410, output_fired_time: 0.0000000000, propagate_forward_time: 6.1934099197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4908447266
validation[          , genome  5974] predictions:    9584/  10000 (95.84%), best:    9670/10000 (96.70%), error:      1423.86670, best error:      1085.69043 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 83.3025970459s, input_fired_time: 1.1800200939, output_fired_time: 1.0840222836, propagate_forward_time: 30.9561748505, propagate_backward_time: 47.1993064880, weight_update_time: 0.1449236572, other_time: 2.8830680847
epoch time: 6.9307312965s, input_fired_time: 0.1469890773, output_fired_time: 0.0000000000, propagate_forward_time: 6.2895383835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942040443
validation[          , genome  5974] predictions:    9659/  10000 (96.59%), best:    9670/10000 (96.70%), error:      1202.45496, best error:      1085.69043 on epoch:    11, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 83.8453826904s, input_fired_time: 1.1800197363, output_fired_time: 1.0900095701, propagate_forward_time: 31.2030563354, propagate_backward_time: 47.5234069824, weight_update_time: 0.1440649927, other_time: 2.8488845825
epoch time: 6.8905591965s, input_fired_time: 0.1440317631, output_fired_time: 0.0000000000, propagate_forward_time: 6.2539100647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4926176071
validation[          , genome  5974] predictions:    9623/  10000 (96.23%), best:    9670/10000 (96.70%), error:      1211.29614, best error:      1085.69043 on epoch:    11, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 82.4495544434s, input_fired_time: 1.1744821072, output_fired_time: 1.0708657503, propagate_forward_time: 30.6811695099, propagate_backward_time: 46.6724510193, weight_update_time: 0.1435904354, other_time: 2.8505821228
epoch time: 6.9683589935s, input_fired_time: 0.1498245150, output_fired_time: 0.0000000000, propagate_forward_time: 6.3096127510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5089216232
validation[          , genome  5974] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1081.08350, best error:      1081.08350 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 83.6546325684s, input_fired_time: 1.1751160622, output_fired_time: 1.0892405510, propagate_forward_time: 31.0789871216, propagate_backward_time: 47.5064086914, weight_update_time: 0.1419177204, other_time: 2.8048782349
epoch time: 6.7526865005s, input_fired_time: 0.1469563097, output_fired_time: 0.0000000000, propagate_forward_time: 6.1080121994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977178574
validation[          , genome  5974] predictions:    9561/  10000 (95.61%), best:    9666/10000 (96.66%), error:      1456.54114, best error:      1081.08350 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 84.3886032104s, input_fired_time: 1.1946525574, output_fired_time: 1.0962544680, propagate_forward_time: 31.3630409241, propagate_backward_time: 47.8430938721, weight_update_time: 0.1466833651, other_time: 2.8915672302
epoch time: 6.9507603645s, input_fired_time: 0.1465876400, output_fired_time: 0.0000000000, propagate_forward_time: 6.2967562675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5074162483
validation[          , genome  5974] predictions:    9649/  10000 (96.49%), best:    9666/10000 (96.66%), error:      1168.17957, best error:      1081.08350 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 82.9660720825s, input_fired_time: 1.1803013086, output_fired_time: 1.0830351114, propagate_forward_time: 30.8290386200, propagate_backward_time: 47.0134391785, weight_update_time: 0.1440599263, other_time: 2.8602561951
epoch time: 6.7783842087s, input_fired_time: 0.1467202604, output_fired_time: 0.0000000000, propagate_forward_time: 6.1365437508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951200485
validation[          , genome  5974] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1052.80908, best error:      1052.80908 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 83.7958145142s, input_fired_time: 1.1915000677, output_fired_time: 1.0877901316, propagate_forward_time: 31.1668930054, propagate_backward_time: 47.4851760864, weight_update_time: 0.1448744684, other_time: 2.8644561768
epoch time: 6.9799189568s, input_fired_time: 0.1479818374, output_fired_time: 0.0000000000, propagate_forward_time: 6.3227534294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091838837
validation[          , genome  5974] predictions:    9578/  10000 (95.78%), best:    9686/10000 (96.86%), error:      1341.58167, best error:      1052.80908 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 83.7363510132s, input_fired_time: 1.1916191578, output_fired_time: 1.0860849619, propagate_forward_time: 31.0980739594, propagate_backward_time: 47.4830665588, weight_update_time: 0.1451842636, other_time: 2.8775062561
epoch time: 6.9872779846s, input_fired_time: 0.1511705518, output_fired_time: 0.0000000000, propagate_forward_time: 6.3094339371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5266733170
validation[          , genome  5974] predictions:    9465/  10000 (94.65%), best:    9686/10000 (96.86%), error:      1666.31848, best error:      1052.80908 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 84.2547607422s, input_fired_time: 1.1866461039, output_fired_time: 1.0906910896, propagate_forward_time: 31.3062820435, propagate_backward_time: 47.7951011658, weight_update_time: 0.1474063694, other_time: 2.8760414124
epoch time: 6.8722114563s, input_fired_time: 0.1494604945, output_fired_time: 0.0000000000, propagate_forward_time: 6.2116231918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111279488
validation[          , genome  5974] predictions:    9650/  10000 (96.50%), best:    9686/10000 (96.86%), error:      1139.71509, best error:      1052.80908 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 83.9103240967s, input_fired_time: 1.1881520748, output_fired_time: 1.0876915455, propagate_forward_time: 31.0516395569, propagate_backward_time: 47.7224998474, weight_update_time: 0.1443635523, other_time: 2.8603439331
epoch time: 6.8979997635s, input_fired_time: 0.1519109309, output_fired_time: 0.0000000000, propagate_forward_time: 6.2281193733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5179696083
validation[          , genome  5974] predictions:    9489/  10000 (94.89%), best:    9686/10000 (96.86%), error:      1698.05505, best error:      1052.80908 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 84.4367218018s, input_fired_time: 1.1964712143, output_fired_time: 1.0938391685, propagate_forward_time: 31.3251342773, propagate_backward_time: 47.9330291748, weight_update_time: 0.1462778598, other_time: 2.8882446289
epoch time: 6.9741473198s, input_fired_time: 0.1522841752, output_fired_time: 0.0000000000, propagate_forward_time: 6.3131413460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087218285
validation[          , genome  5974] predictions:    9660/  10000 (96.60%), best:    9686/10000 (96.86%), error:      1167.01831, best error:      1052.80908 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 84.2760162354s, input_fired_time: 1.1920770407, output_fired_time: 1.0895603895, propagate_forward_time: 31.1734466553, propagate_backward_time: 47.9815979004, weight_update_time: 0.1430645436, other_time: 2.8393325806
epoch time: 6.9058613777s, input_fired_time: 0.1524449289, output_fired_time: 0.0000000000, propagate_forward_time: 6.2408342361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125823021
validation[          , genome  5974] predictions:    9376/  10000 (93.76%), best:    9686/10000 (96.86%), error:      1918.63831, best error:      1052.80908 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 84.4724426270s, input_fired_time: 1.1912796497, output_fired_time: 1.0939575434, propagate_forward_time: 31.3193721771, propagate_backward_time: 48.0249824524, weight_update_time: 0.1444101185, other_time: 2.8428535461
epoch time: 6.8743300438s, input_fired_time: 0.1465241909, output_fired_time: 0.0000000000, propagate_forward_time: 6.2207961082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070099831
validation[          , genome  5974] predictions:    9647/  10000 (96.47%), best:    9686/10000 (96.86%), error:      1242.29382, best error:      1052.80908 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 84.0521774292s, input_fired_time: 1.1895252466, output_fired_time: 1.0851873159, propagate_forward_time: 31.0808105469, propagate_backward_time: 47.8572845459, weight_update_time: 0.1441428959, other_time: 2.8393707275
epoch time: 6.9512410164s, input_fired_time: 0.1548518389, output_fired_time: 0.0000000000, propagate_forward_time: 6.2755503654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5208387375
validation[          , genome  5974] predictions:    9520/  10000 (95.20%), best:    9686/10000 (96.86%), error:      1711.31018, best error:      1052.80908 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 84.8080978394s, input_fired_time: 1.1917599440, output_fired_time: 1.0968993902, propagate_forward_time: 31.3771743774, propagate_backward_time: 48.2704162598, weight_update_time: 0.1468406171, other_time: 2.8718490601
epoch time: 6.9243807793s, input_fired_time: 0.1489981711, output_fired_time: 0.0000000000, propagate_forward_time: 6.2749390602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5004434586
validation[          , genome  5974] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       976.53271, best error:       976.53271 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 84.1550521851s, input_fired_time: 1.2010048628, output_fired_time: 1.0885756016, propagate_forward_time: 31.0907974243, propagate_backward_time: 47.9010848999, weight_update_time: 0.1451719850, other_time: 2.8735885620
epoch time: 6.8916268349s, input_fired_time: 0.1471615881, output_fired_time: 0.0000000000, propagate_forward_time: 6.2408108711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5036544800
validation[          , genome  5974] predictions:    9638/  10000 (96.38%), best:    9713/10000 (97.13%), error:      1178.40625, best error:       976.53271 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 84.6192169189s, input_fired_time: 1.2016973495, output_fired_time: 1.0961662531, propagate_forward_time: 31.3214473724, propagate_backward_time: 48.1288185120, weight_update_time: 0.1456460059, other_time: 2.8710823059
epoch time: 6.8690671921s, input_fired_time: 0.1469327807, output_fired_time: 0.0000000000, propagate_forward_time: 6.2257351875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963994026
validation[          , genome  5974] predictions:    9697/  10000 (96.97%), best:    9713/10000 (97.13%), error:      1034.47021, best error:       976.53271 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 84.5788803101s, input_fired_time: 1.1949154139, output_fired_time: 1.0924659967, propagate_forward_time: 31.2400875092, propagate_backward_time: 48.1942176819, weight_update_time: 0.1454080045, other_time: 2.8571891785
epoch time: 6.9587073326s, input_fired_time: 0.1532984227, output_fired_time: 0.0000000000, propagate_forward_time: 6.2928042412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5126047134
validation[          , genome  5974] predictions:    9657/  10000 (96.57%), best:    9713/10000 (97.13%), error:      1137.81421, best error:       976.53271 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 84.6399078369s, input_fired_time: 1.1935324669, output_fired_time: 1.0932244062, propagate_forward_time: 31.2538776398, propagate_backward_time: 48.2509689331, weight_update_time: 0.1443614811, other_time: 2.8483047485
epoch time: 6.9963121414s, input_fired_time: 0.1476945877, output_fired_time: 0.0000000000, propagate_forward_time: 6.3490328789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995846748
validation[          , genome  5974] predictions:    9656/  10000 (96.56%), best:    9713/10000 (97.13%), error:      1100.18298, best error:       976.53271 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 84.8759384155s, input_fired_time: 1.2084505558, output_fired_time: 1.0961365700, propagate_forward_time: 31.3039855957, propagate_backward_time: 48.3330154419, weight_update_time: 0.1475486755, other_time: 2.9343490601
epoch time: 6.8931050301s, input_fired_time: 0.1526998729, output_fired_time: 0.0000000000, propagate_forward_time: 6.2311339378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5092711449
validation[          , genome  5974] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       952.64282, best error:       952.64282 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 84.3053054810s, input_fired_time: 1.2132935524, output_fired_time: 1.0991154909, propagate_forward_time: 31.0163326263, propagate_backward_time: 48.0481910706, weight_update_time: 0.1468185782, other_time: 2.9283714294
epoch time: 6.9534034729s, input_fired_time: 0.1549931467, output_fired_time: 0.0000000000, propagate_forward_time: 6.2824840546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5159263611
validation[          , genome  5974] predictions:    9685/  10000 (96.85%), best:    9705/10000 (97.05%), error:      1025.78271, best error:       952.64282 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 83.9145736694s, input_fired_time: 1.2138874531, output_fired_time: 1.0860084295, propagate_forward_time: 30.9894409180, propagate_backward_time: 47.6793327332, weight_update_time: 0.1484104246, other_time: 2.9459037781
epoch time: 6.5637693405s, input_fired_time: 0.1488614231, output_fired_time: 0.0000000000, propagate_forward_time: 5.9169325829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4979753494
validation[          , genome  5974] predictions:    9674/  10000 (96.74%), best:    9705/10000 (97.05%), error:      1026.71191, best error:       952.64282 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 85.0533905029s, input_fired_time: 1.2067638636, output_fired_time: 1.0983893871, propagate_forward_time: 31.3680496216, propagate_backward_time: 48.5032539368, weight_update_time: 0.1465369463, other_time: 2.8769340515
epoch time: 6.9611749649s, input_fired_time: 0.1472819746, output_fired_time: 0.0000000000, propagate_forward_time: 6.3118610382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5020318031
validation[          , genome  5974] predictions:    9640/  10000 (96.40%), best:    9705/10000 (97.05%), error:      1236.35217, best error:       952.64282 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 85.1829910278s, input_fired_time: 1.2186411619, output_fired_time: 1.1003850698, propagate_forward_time: 31.3870220184, propagate_backward_time: 48.5512580872, weight_update_time: 0.1470224112, other_time: 2.9256782532
epoch time: 6.9384469986s, input_fired_time: 0.1529159099, output_fired_time: 0.0000000000, propagate_forward_time: 6.2764668465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5090641975
validation[          , genome  5974] predictions:    9707/  10000 (97.07%), best:    9705/10000 (97.05%), error:       969.97375, best error:       952.64282 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 84.7727203369s, input_fired_time: 1.2079300880, output_fired_time: 1.0913898945, propagate_forward_time: 31.2251605988, propagate_backward_time: 48.3710098267, weight_update_time: 0.1453009844, other_time: 2.8772277832
epoch time: 6.9623713493s, input_fired_time: 0.1541212350, output_fired_time: 0.0000000000, propagate_forward_time: 6.2928195000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5154304504
validation[          , genome  5974] predictions:    9682/  10000 (96.82%), best:    9705/10000 (97.05%), error:      1056.29785, best error:       952.64282 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 84.1347427368s, input_fired_time: 1.1995799541, output_fired_time: 1.0846024752, propagate_forward_time: 30.9604949951, propagate_backward_time: 48.0195808411, weight_update_time: 0.1451945454, other_time: 2.8704872131
epoch time: 6.9834165573s, input_fired_time: 0.1548267007, output_fired_time: 0.0000000000, propagate_forward_time: 6.3042669296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243229866
validation[          , genome  5974] predictions:    9678/  10000 (96.78%), best:    9705/10000 (97.05%), error:      1036.74817, best error:       952.64282 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 84.8757476807s, input_fired_time: 1.2058761120, output_fired_time: 1.0953921080, propagate_forward_time: 31.2727394104, propagate_backward_time: 48.4463882446, weight_update_time: 0.1450741589, other_time: 2.8553504944
epoch time: 6.9316124916s, input_fired_time: 0.1535667032, output_fired_time: 0.0000000000, propagate_forward_time: 6.2684531212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5095925331
validation[          , genome  5974] predictions:    9672/  10000 (96.72%), best:    9705/10000 (97.05%), error:      1081.25940, best error:       952.64282 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 84.6455459595s, input_fired_time: 1.2124570608, output_fired_time: 1.0876380205, propagate_forward_time: 31.1112899780, propagate_backward_time: 48.3172760010, weight_update_time: 0.1465723217, other_time: 2.9168853760
epoch time: 6.9608407021s, input_fired_time: 0.1524346769, output_fired_time: 0.0000000000, propagate_forward_time: 6.3010635376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5073423386
validation[          , genome  5974] predictions:    9552/  10000 (95.52%), best:    9705/10000 (97.05%), error:      1320.74329, best error:       952.64282 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 85.0763397217s, input_fired_time: 1.2119698524, output_fired_time: 1.0911792517, propagate_forward_time: 31.3298034668, propagate_backward_time: 48.5516090393, weight_update_time: 0.1449241340, other_time: 2.8917808533
epoch time: 6.8622469902s, input_fired_time: 0.1554585844, output_fired_time: 0.0000000000, propagate_forward_time: 6.1794476509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5273408890
validation[          , genome  5974] predictions:    9620/  10000 (96.20%), best:    9705/10000 (97.05%), error:      1263.26575, best error:       952.64282 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 84.6427917480s, input_fired_time: 1.2076778412, output_fired_time: 1.0863853693, propagate_forward_time: 31.1422271729, propagate_backward_time: 48.3492507935, weight_update_time: 0.1454274803, other_time: 2.8572463989
epoch time: 6.9189825058s, input_fired_time: 0.1536839753, output_fired_time: 0.0000000000, propagate_forward_time: 6.2561907768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091075897
validation[          , genome  5974] predictions:    9635/  10000 (96.35%), best:    9705/10000 (97.05%), error:      1139.79651, best error:       952.64282 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 84.8356552124s, input_fired_time: 1.2080193758, output_fired_time: 1.0919976234, propagate_forward_time: 31.0862655640, propagate_backward_time: 48.5788383484, weight_update_time: 0.1444715410, other_time: 2.8705329895
epoch time: 6.4275460243s, input_fired_time: 0.1475972980, output_fired_time: 0.0000000000, propagate_forward_time: 5.7742805481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5056681633
validation[          , genome  5974] predictions:    9697/  10000 (96.97%), best:    9705/10000 (97.05%), error:      1045.71692, best error:       952.64282 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 85.0289840698s, input_fired_time: 1.2201944590, output_fired_time: 1.0938416719, propagate_forward_time: 31.3087062836, propagate_backward_time: 48.4966773987, weight_update_time: 0.1460674554, other_time: 2.9095649719
epoch time: 6.8800902367s, input_fired_time: 0.1562342197, output_fired_time: 0.0000000000, propagate_forward_time: 6.2041707039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5196852684
validation[          , genome  5974] predictions:    9690/  10000 (96.90%), best:    9705/10000 (97.05%), error:      1037.25854, best error:       952.64282 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 84.7142944336s, input_fired_time: 1.2150306702, output_fired_time: 1.0919858217, propagate_forward_time: 31.0904998779, propagate_backward_time: 48.4241180420, weight_update_time: 0.1457838863, other_time: 2.8926620483
epoch time: 6.9540514946s, input_fired_time: 0.1581705809, output_fired_time: 0.0000000000, propagate_forward_time: 6.2754139900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5204668045
validation[          , genome  5974] predictions:    9691/  10000 (96.91%), best:    9705/10000 (97.05%), error:       994.49878, best error:       952.64282 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 84.9132308960s, input_fired_time: 1.2216165066, output_fired_time: 1.0933517218, propagate_forward_time: 31.2390384674, propagate_backward_time: 48.4322090149, weight_update_time: 0.1474299431, other_time: 2.9270133972
epoch time: 6.8969330788s, input_fired_time: 0.1528919041, output_fired_time: 0.0000000000, propagate_forward_time: 6.2539167404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4901242256
validation[          , genome  5974] predictions:    9685/  10000 (96.85%), best:    9705/10000 (97.05%), error:      1013.49127, best error:       952.64282 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 84.7363891602s, input_fired_time: 1.2152264118, output_fired_time: 1.0888311863, propagate_forward_time: 31.0769405365, propagate_backward_time: 48.4567909241, weight_update_time: 0.1459348798, other_time: 2.8986015320
epoch time: 6.8639192581s, input_fired_time: 0.1514802873, output_fired_time: 0.0000000000, propagate_forward_time: 6.2132101059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4992289543
validation[          , genome  5974] predictions:    9686/  10000 (96.86%), best:    9705/10000 (97.05%), error:       998.41754, best error:       952.64282 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 85.2947463989s, input_fired_time: 1.2237654924, output_fired_time: 1.0946240425, propagate_forward_time: 31.3239765167, propagate_backward_time: 48.7122917175, weight_update_time: 0.1468908191, other_time: 2.9400901794
epoch time: 6.9317731857s, input_fired_time: 0.1531376690, output_fired_time: 0.0000000000, propagate_forward_time: 6.2827372551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4958982468
validation[          , genome  5974] predictions:    9703/  10000 (97.03%), best:    9705/10000 (97.05%), error:       963.13342, best error:       952.64282 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 84.8638610840s, input_fired_time: 1.2167098522, output_fired_time: 1.0911993980, propagate_forward_time: 31.2489185333, propagate_backward_time: 48.4181747437, weight_update_time: 0.1461412758, other_time: 2.8888549805
epoch time: 6.6385645866s, input_fired_time: 0.1514219493, output_fired_time: 0.0000000000, propagate_forward_time: 5.9719581604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151844025
validation[          , genome  5974] predictions:    9669/  10000 (96.69%), best:    9705/10000 (97.05%), error:      1057.70190, best error:       952.64282 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 85.4119033813s, input_fired_time: 1.2198987007, output_fired_time: 1.0993276834, propagate_forward_time: 31.4490756989, propagate_backward_time: 48.7860908508, weight_update_time: 0.1454823166, other_time: 2.8575096130
epoch time: 6.9305834770s, input_fired_time: 0.1548083276, output_fired_time: 0.0000000000, propagate_forward_time: 6.2596807480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5160942078
validation[          , genome  5974] predictions:    9715/  10000 (97.15%), best:    9705/10000 (97.05%), error:       972.49878, best error:       952.64282 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 85.2217788696s, input_fired_time: 1.2207045555, output_fired_time: 1.0940639973, propagate_forward_time: 31.3343048096, propagate_backward_time: 48.6739273071, weight_update_time: 0.1450542659, other_time: 2.8987808228
epoch time: 6.9055166245s, input_fired_time: 0.1548339725, output_fired_time: 0.0000000000, propagate_forward_time: 6.2456755638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5050072670
validation[          , genome  5974] predictions:    9708/  10000 (97.08%), best:    9705/10000 (97.05%), error:       970.63586, best error:       952.64282 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 84.8821105957s, input_fired_time: 1.2161446810, output_fired_time: 1.0863534212, propagate_forward_time: 31.2316532135, propagate_backward_time: 48.4896202087, weight_update_time: 0.1448688954, other_time: 2.8583335876
epoch time: 6.8911390305s, input_fired_time: 0.1524843425, output_fired_time: 0.0000000000, propagate_forward_time: 6.2313885689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5072660446
validation[          , genome  5974] predictions:    9666/  10000 (96.66%), best:    9705/10000 (97.05%), error:      1057.72083, best error:       952.64282 on epoch:    40, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 84.4929428101s, input_fired_time: 1.2117854357, output_fired_time: 1.0816795826, propagate_forward_time: 31.0539951324, propagate_backward_time: 48.2973442078, weight_update_time: 0.1448044777, other_time: 2.8481407166
epoch time: 6.9187026024s, input_fired_time: 0.1541616768, output_fired_time: 0.0000000000, propagate_forward_time: 6.2619152069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5026259422
validation[          , genome  5974] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       949.67603, best error:       949.67603 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 84.5448150635s, input_fired_time: 1.2170249224, output_fired_time: 1.0852435827, propagate_forward_time: 31.0445919037, propagate_backward_time: 48.3216857910, weight_update_time: 0.1449539661, other_time: 2.8762664795
epoch time: 6.7999897003s, input_fired_time: 0.1527705193, output_fired_time: 0.0000000000, propagate_forward_time: 6.1524190903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4948000908
validation[          , genome  5974] predictions:    9717/  10000 (97.17%), best:    9706/10000 (97.06%), error:       967.49524, best error:       949.67603 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 85.4217300415s, input_fired_time: 1.2166948318, output_fired_time: 1.0935549736, propagate_forward_time: 31.3766593933, propagate_backward_time: 48.9008598328, weight_update_time: 0.1441859305, other_time: 2.8339614868
epoch time: 6.7937097549s, input_fired_time: 0.1511096656, output_fired_time: 0.0000000000, propagate_forward_time: 6.1327681541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5098319054
validation[          , genome  5974] predictions:    9671/  10000 (96.71%), best:    9706/10000 (97.06%), error:      1038.46082, best error:       949.67603 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 85.0901565552s, input_fired_time: 1.2130641937, output_fired_time: 1.0925521851, propagate_forward_time: 31.2773704529, propagate_backward_time: 48.6808395386, weight_update_time: 0.1440902203, other_time: 2.8263282776
epoch time: 6.9643664360s, input_fired_time: 0.1538227499, output_fired_time: 0.0000000000, propagate_forward_time: 6.3058619499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5046815872
validation[          , genome  5974] predictions:    9682/  10000 (96.82%), best:    9706/10000 (97.06%), error:      1073.89441, best error:       949.67603 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 85.5100326538s, input_fired_time: 1.2193771601, output_fired_time: 1.0934319496, propagate_forward_time: 31.4863891602, propagate_backward_time: 48.8812332153, weight_update_time: 0.1446011513, other_time: 2.8296051025
epoch time: 6.8391919136s, input_fired_time: 0.1541524380, output_fired_time: 0.0000000000, propagate_forward_time: 6.1891665459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4958729744
validation[          , genome  5974] predictions:    9669/  10000 (96.69%), best:    9706/10000 (97.06%), error:      1029.16040, best error:       949.67603 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 85.0568695068s, input_fired_time: 1.2178335190, output_fired_time: 1.0909662247, propagate_forward_time: 31.2405490875, propagate_backward_time: 48.6773452759, weight_update_time: 0.1435592622, other_time: 2.8301773071
epoch time: 6.9488658905s, input_fired_time: 0.1556700319, output_fired_time: 0.0000000000, propagate_forward_time: 6.2873263359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5058693886
validation[          , genome  5974] predictions:    9683/  10000 (96.83%), best:    9706/10000 (97.06%), error:      1052.33264, best error:       949.67603 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 85.3578948975s, input_fired_time: 1.2267371416, output_fired_time: 1.0949690342, propagate_forward_time: 31.3040008545, propagate_backward_time: 48.8499450684, weight_update_time: 0.1455504447, other_time: 2.8822402954
epoch time: 6.9159359932s, input_fired_time: 0.1539225727, output_fired_time: 0.0000000000, propagate_forward_time: 6.2597627640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5022506714
validation[          , genome  5974] predictions:    9625/  10000 (96.25%), best:    9706/10000 (97.06%), error:      1186.45947, best error:       949.67603 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 85.1065292358s, input_fired_time: 1.2155966759, output_fired_time: 1.0889759064, propagate_forward_time: 31.3386859894, propagate_backward_time: 48.6557273865, weight_update_time: 0.1439002603, other_time: 2.8075447083
epoch time: 6.8911175728s, input_fired_time: 0.1547053754, output_fired_time: 0.0000000000, propagate_forward_time: 6.2307248116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5056872368
validation[          , genome  5974] predictions:    9677/  10000 (96.77%), best:    9706/10000 (97.06%), error:      1017.70221, best error:       949.67603 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 84.5913009644s, input_fired_time: 1.2118104696, output_fired_time: 1.0815265179, propagate_forward_time: 31.0541381836, propagate_backward_time: 48.4398727417, weight_update_time: 0.1429935396, other_time: 2.8039550781
epoch time: 6.8579945564s, input_fired_time: 0.1550392359, output_fired_time: 0.0000000000, propagate_forward_time: 6.1988701820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040850639
validation[          , genome  5974] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       926.37238, best error:       926.37238 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 83.9807281494s, input_fired_time: 1.2108255625, output_fired_time: 1.0762780905, propagate_forward_time: 30.8228874207, propagate_backward_time: 48.0318107605, weight_update_time: 0.1434722096, other_time: 2.8389282227
epoch time: 6.8655142784s, input_fired_time: 0.1551369727, output_fired_time: 0.0000000000, propagate_forward_time: 6.2038855553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064916611
validation[          , genome  5974] predictions:    9703/  10000 (97.03%), best:    9715/10000 (97.15%), error:       980.81390, best error:       926.37238 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 84.9219741821s, input_fired_time: 1.2168140411, output_fired_time: 1.0879220963, propagate_forward_time: 31.2138690948, propagate_backward_time: 48.5939216614, weight_update_time: 0.1435536891, other_time: 2.8094520569
epoch time: 6.8915081024s, input_fired_time: 0.1536604017, output_fired_time: 0.0000000000, propagate_forward_time: 6.2336506844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5041971207
validation[          , genome  5974] predictions:    9691/  10000 (96.91%), best:    9715/10000 (97.15%), error:       989.32056, best error:       926.37238 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 84.9604034424s, input_fired_time: 1.2210563421, output_fired_time: 1.0862152576, propagate_forward_time: 31.2147922516, propagate_backward_time: 48.5800018311, weight_update_time: 0.1451797634, other_time: 2.8583450317
epoch time: 6.9463572502s, input_fired_time: 0.1550950110, output_fired_time: 0.0000000000, propagate_forward_time: 6.2880148888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5032472610
validation[          , genome  5974] predictions:    9705/  10000 (97.05%), best:    9715/10000 (97.15%), error:       985.85626, best error:       926.37238 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 85.2152786255s, input_fired_time: 1.2200883627, output_fired_time: 1.0885410309, propagate_forward_time: 31.2975807190, propagate_backward_time: 48.7896499634, weight_update_time: 0.1443401277, other_time: 2.8194236755
epoch time: 6.9712367058s, input_fired_time: 0.1574184597, output_fired_time: 0.0000000000, propagate_forward_time: 6.3086705208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5051479340
validation[          , genome  5974] predictions:    9707/  10000 (97.07%), best:    9715/10000 (97.15%), error:       955.81006, best error:       926.37238 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 84.0109405518s, input_fired_time: 1.2125737667, output_fired_time: 1.0756433010, propagate_forward_time: 30.7225131989, propagate_backward_time: 48.1961364746, weight_update_time: 0.1427135319, other_time: 2.8040771484
epoch time: 6.9458327293s, input_fired_time: 0.1556536257, output_fired_time: 0.0000000000, propagate_forward_time: 6.3014512062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4887280464
validation[          , genome  5974] predictions:    9709/  10000 (97.09%), best:    9715/10000 (97.15%), error:       964.06421, best error:       926.37238 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 84.9303283691s, input_fired_time: 1.2189309597, output_fired_time: 1.0835758448, propagate_forward_time: 31.1345481873, propagate_backward_time: 48.6569519043, weight_update_time: 0.1445946246, other_time: 2.8363227844
epoch time: 6.9190115929s, input_fired_time: 0.1548973918, output_fired_time: 0.0000000000, propagate_forward_time: 6.2594151497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5046992302
validation[          , genome  5974] predictions:    9668/  10000 (96.68%), best:    9715/10000 (97.15%), error:      1019.15155, best error:       926.37238 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 85.4288024902s, input_fired_time: 1.2263021469, output_fired_time: 1.0896326303, propagate_forward_time: 31.3971462250, propagate_backward_time: 48.8662605286, weight_update_time: 0.1454081833, other_time: 2.8494606018
epoch time: 6.9313650131s, input_fired_time: 0.1566678882, output_fired_time: 0.0000000000, propagate_forward_time: 6.2690234184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5056738853
validation[          , genome  5974] predictions:    9704/  10000 (97.04%), best:    9715/10000 (97.15%), error:       935.68726, best error:       926.37238 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 84.6360321045s, input_fired_time: 1.2199263573, output_fired_time: 1.0825586319, propagate_forward_time: 31.0852489471, propagate_backward_time: 48.4121971130, weight_update_time: 0.1436786950, other_time: 2.8361015320
epoch time: 6.9057240486s, input_fired_time: 0.1563335806, output_fired_time: 0.0000000000, propagate_forward_time: 6.2437205315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5056700706
validation[          , genome  5974] predictions:    9687/  10000 (96.87%), best:    9715/10000 (97.15%), error:      1012.91998, best error:       926.37238 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 84.5448760986s, input_fired_time: 1.2179386616, output_fired_time: 1.0818581581, propagate_forward_time: 30.9424209595, propagate_backward_time: 48.4757614136, weight_update_time: 0.1440273076, other_time: 2.8268966675
epoch time: 6.9135651588s, input_fired_time: 0.1570120007, output_fired_time: 0.0000000000, propagate_forward_time: 6.2469654083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5095877647
validation[          , genome  5974] predictions:    9682/  10000 (96.82%), best:    9715/10000 (97.15%), error:      1044.02417, best error:       926.37238 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 85.2294387817s, input_fired_time: 1.2243655920, output_fired_time: 1.0884077549, propagate_forward_time: 31.3276767731, propagate_backward_time: 48.7648620605, weight_update_time: 0.1449146867, other_time: 2.8241271973
epoch time: 6.9485721588s, input_fired_time: 0.1546060294, output_fired_time: 0.0000000000, propagate_forward_time: 6.3025350571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4914312363
validation[          , genome  5974] predictions:    9660/  10000 (96.60%), best:    9715/10000 (97.15%), error:      1072.68848, best error:       926.37238 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 85.0704498291s, input_fired_time: 1.2189795971, output_fired_time: 1.0889921188, propagate_forward_time: 31.2808189392, propagate_backward_time: 48.6857566833, weight_update_time: 0.1437862366, other_time: 2.7959060669
epoch time: 6.9554715157s, input_fired_time: 0.1565997601, output_fired_time: 0.0000000000, propagate_forward_time: 6.2958707809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5030012131
validation[          , genome  5974] predictions:    9706/  10000 (97.06%), best:    9715/10000 (97.15%), error:       940.81403, best error:       926.37238 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 84.6321716309s, input_fired_time: 1.2175327539, output_fired_time: 1.0792769194, propagate_forward_time: 31.0188674927, propagate_backward_time: 48.5061454773, weight_update_time: 0.1443898529, other_time: 2.8103523254
epoch time: 6.9103593826s, input_fired_time: 0.1558942497, output_fired_time: 0.0000000000, propagate_forward_time: 6.2554817200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989833832
validation[          , genome  5974] predictions:    9679/  10000 (96.79%), best:    9715/10000 (97.15%), error:      1042.08447, best error:       926.37238 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 85.4310684204s, input_fired_time: 1.2246340513, output_fired_time: 1.0900938511, propagate_forward_time: 31.3602218628, propagate_backward_time: 48.9438514709, weight_update_time: 0.1442424208, other_time: 2.8122673035
epoch time: 6.8692078590s, input_fired_time: 0.1572367400, output_fired_time: 0.0000000000, propagate_forward_time: 6.2044086456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5075626373
validation[          , genome  5974] predictions:    9692/  10000 (96.92%), best:    9715/10000 (97.15%), error:      1024.29456, best error:       926.37238 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 84.4346160889s, input_fired_time: 1.2186269760, output_fired_time: 1.0790200233, propagate_forward_time: 30.8588523865, propagate_backward_time: 48.4470787048, weight_update_time: 0.1452213824, other_time: 2.8310394287
epoch time: 6.9896225929s, input_fired_time: 0.1578715593, output_fired_time: 0.0000000000, propagate_forward_time: 6.3210515976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5106992722
validation[          , genome  5974] predictions:    9690/  10000 (96.90%), best:    9715/10000 (97.15%), error:       997.49481, best error:       926.37238 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 84.6408004761s, input_fired_time: 1.2186317444, output_fired_time: 1.0808873177, propagate_forward_time: 31.0315246582, propagate_backward_time: 48.4983215332, weight_update_time: 0.1439730972, other_time: 2.8114318848
epoch time: 6.8306941986s, input_fired_time: 0.1551149786, output_fired_time: 0.0000000000, propagate_forward_time: 6.1834540367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921250343
validation[          , genome  5974] predictions:    9696/  10000 (96.96%), best:    9715/10000 (97.15%), error:       944.68164, best error:       926.37238 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 85.2244720459s, input_fired_time: 1.2224817276, output_fired_time: 1.0877478123, propagate_forward_time: 31.2882251740, propagate_backward_time: 48.8135070801, weight_update_time: 0.1452270597, other_time: 2.8125152588
epoch time: 6.8871545792s, input_fired_time: 0.1559076160, output_fired_time: 0.0000000000, propagate_forward_time: 6.2271690369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040779114
validation[          , genome  5974] predictions:    9705/  10000 (97.05%), best:    9715/10000 (97.15%), error:       926.56805, best error:       926.37238 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 85.6382369995s, input_fired_time: 1.2257908583, output_fired_time: 1.0923392773, propagate_forward_time: 31.3845100403, propagate_backward_time: 49.1392402649, weight_update_time: 0.1445839703, other_time: 2.7963562012
epoch time: 6.8090715408s, input_fired_time: 0.1547100097, output_fired_time: 0.0000000000, propagate_forward_time: 6.1487770081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5055847168
validation[          , genome  5974] predictions:    9716/  10000 (97.16%), best:    9715/10000 (97.15%), error:       942.96649, best error:       926.37238 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 85.2525024414s, input_fired_time: 1.2248127460, output_fired_time: 1.0921239853, propagate_forward_time: 31.2367973328, propagate_backward_time: 48.8730773926, weight_update_time: 0.1451640576, other_time: 2.8256874084
epoch time: 6.9531893730s, input_fired_time: 0.1582597196, output_fired_time: 0.0000000000, propagate_forward_time: 6.2892351151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5056943893
validation[          , genome  5974] predictions:    9705/  10000 (97.05%), best:    9715/10000 (97.15%), error:       968.33246, best error:       926.37238 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 85.0598678589s, input_fired_time: 1.2302341461, output_fired_time: 1.0855473280, propagate_forward_time: 31.1170616150, propagate_backward_time: 48.7780609131, weight_update_time: 0.1461676061, other_time: 2.8489646912
epoch time: 6.9366421700s, input_fired_time: 0.1573882550, output_fired_time: 0.0000000000, propagate_forward_time: 6.2855796814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936742783
validation[          , genome  5974] predictions:    9703/  10000 (97.03%), best:    9715/10000 (97.15%), error:       945.78748, best error:       926.37238 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 85.1803207397s, input_fired_time: 1.2265783548, output_fired_time: 1.0864959955, propagate_forward_time: 31.1911678314, propagate_backward_time: 48.8563041687, weight_update_time: 0.1454359442, other_time: 2.8197746277
epoch time: 6.9495668411s, input_fired_time: 0.1592094600, output_fired_time: 0.0000000000, propagate_forward_time: 6.2748055458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5155520439
validation[          , genome  5974] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       917.05078, best error:       917.05078 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 84.6409378052s, input_fired_time: 1.2247439623, output_fired_time: 1.0801544189, propagate_forward_time: 31.0580253601, propagate_backward_time: 48.4936065674, weight_update_time: 0.1436619163, other_time: 2.7844047546
epoch time: 6.9233827591s, input_fired_time: 0.1573846936, output_fired_time: 0.0000000000, propagate_forward_time: 6.2671346664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988632202
validation[          , genome  5974] predictions:    9716/  10000 (97.16%), best:    9722/10000 (97.22%), error:       942.06836, best error:       917.05078 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 85.4845657349s, input_fired_time: 1.2261079550, output_fired_time: 1.0911916494, propagate_forward_time: 31.3678627014, propagate_backward_time: 49.0186119080, weight_update_time: 0.1449895501, other_time: 2.7807922363
epoch time: 6.6975455284s, input_fired_time: 0.1534182280, output_fired_time: 0.0000000000, propagate_forward_time: 6.0401110649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040163994
validation[          , genome  5974] predictions:    9679/  10000 (96.79%), best:    9722/10000 (97.22%), error:      1041.05347, best error:       917.05078 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 84.6956863403s, input_fired_time: 1.2244578600, output_fired_time: 1.0797905922, propagate_forward_time: 31.0153083801, propagate_backward_time: 48.5636787415, weight_update_time: 0.1455286890, other_time: 2.8124542236
epoch time: 6.9402394295s, input_fired_time: 0.1576801538, output_fired_time: 0.0000000000, propagate_forward_time: 6.2747831345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077762604
validation[          , genome  5974] predictions:    9714/  10000 (97.14%), best:    9722/10000 (97.22%), error:       924.42627, best error:       917.05078 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 84.8691482544s, input_fired_time: 1.2256557941, output_fired_time: 1.0843385458, propagate_forward_time: 31.1378936768, propagate_backward_time: 48.6036758423, weight_update_time: 0.1461149156, other_time: 2.8175888062
epoch time: 6.8850097656s, input_fired_time: 0.1579642594, output_fired_time: 0.0000000000, propagate_forward_time: 6.2181148529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5089306831
validation[          , genome  5974] predictions:    9707/  10000 (97.07%), best:    9722/10000 (97.22%), error:       997.72949, best error:       917.05078 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 85.2859344482s, input_fired_time: 1.2282186747, output_fired_time: 1.0884139538, propagate_forward_time: 31.3201160431, propagate_backward_time: 48.8695144653, weight_update_time: 0.1459506303, other_time: 2.7796707153
epoch time: 6.9314351082s, input_fired_time: 0.1563657969, output_fired_time: 0.0000000000, propagate_forward_time: 6.2786216736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964475632
validation[          , genome  5974] predictions:    9661/  10000 (96.61%), best:    9722/10000 (97.22%), error:      1133.63953, best error:       917.05078 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 85.2681808472s, input_fired_time: 1.2295101881, output_fired_time: 1.0859860182, propagate_forward_time: 31.2712287903, propagate_backward_time: 48.8954429626, weight_update_time: 0.1462997794, other_time: 2.7860183716
epoch time: 6.9642658234s, input_fired_time: 0.1569761187, output_fired_time: 0.0000000000, propagate_forward_time: 6.3108882904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964013100
validation[          , genome  5974] predictions:    9691/  10000 (96.91%), best:    9722/10000 (97.22%), error:       979.48676, best error:       917.05078 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 83.7992401123s, input_fired_time: 1.2181946039, output_fired_time: 1.0681022406, propagate_forward_time: 30.7273769379, propagate_backward_time: 48.0014190674, weight_update_time: 0.1454877555, other_time: 2.7841491699
epoch time: 6.8931341171s, input_fired_time: 0.1568373740, output_fired_time: 0.0000000000, propagate_forward_time: 6.2378845215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984121323
validation[          , genome  5974] predictions:    9666/  10000 (96.66%), best:    9722/10000 (97.22%), error:      1089.99084, best error:       917.05078 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 84.4745025635s, input_fired_time: 1.2265704870, output_fired_time: 1.0795640945, propagate_forward_time: 30.9096240997, propagate_backward_time: 48.4585533142, weight_update_time: 0.1466457993, other_time: 2.8001899719
epoch time: 6.8499159813s, input_fired_time: 0.1551129222, output_fired_time: 0.0000000000, propagate_forward_time: 6.1930069923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017962456
validation[          , genome  5974] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       914.94324, best error:       914.94324 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 85.4294357300s, input_fired_time: 1.2343385220, output_fired_time: 1.0916752815, propagate_forward_time: 31.3994579315, propagate_backward_time: 48.9120635986, weight_update_time: 0.1476283520, other_time: 2.7919006348
epoch time: 6.9239902496s, input_fired_time: 0.1576222777, output_fired_time: 0.0000000000, propagate_forward_time: 6.2617835999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045843124
validation[          , genome  5974] predictions:    9713/  10000 (97.13%), best:    9727/10000 (97.27%), error:       948.05164, best error:       914.94324 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 85.2101821899s, input_fired_time: 1.2335522175, output_fired_time: 1.0862916708, propagate_forward_time: 31.2176399231, propagate_backward_time: 48.8511505127, weight_update_time: 0.1485064030, other_time: 2.8215522766
epoch time: 6.8889737129s, input_fired_time: 0.1566453129, output_fired_time: 0.0000000000, propagate_forward_time: 6.2306528091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5016756058
validation[          , genome  5974] predictions:    9680/  10000 (96.80%), best:    9727/10000 (97.27%), error:      1045.09045, best error:       914.94324 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 85.3757171631s, input_fired_time: 1.2326138020, output_fired_time: 1.0922338963, propagate_forward_time: 31.3455772400, propagate_backward_time: 48.8995094299, weight_update_time: 0.1489348859, other_time: 2.8057861328
epoch time: 6.9103031158s, input_fired_time: 0.1557396054, output_fired_time: 0.0000000000, propagate_forward_time: 6.2690253258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4855380058
validation[          , genome  5974] predictions:    9704/  10000 (97.04%), best:    9727/10000 (97.27%), error:       952.02307, best error:       914.94324 on epoch:    97, 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: 34.7676277161s, input_fired_time: 0.7921578884, output_fired_time: 0.0000000000, propagate_forward_time: 31.3162498474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6592216492
best training[          , genome  5974] predictions:   49512/  50000 (99.02%), best:    9727/10000 (97.27%), error:      2106.09692, best error:       914.94324 on epoch:    97, 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: 6.9174132347s, input_fired_time: 0.1555788815, output_fired_time: 0.0000000000, propagate_forward_time: 6.2768754959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4849586487
   testing[          , genome  5974] predictions:    9757/  10000 (97.57%), best:    9727/10000 (97.27%), error:       775.36584, best error:       914.94324 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:38:28 (3972): called boinc_finish(0)

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