Nameexact_genome_1512568488_42_6801_1
Workunit2605238
Created7 Dec 2017, 21:58:26 UTC
Sent7 Dec 2017, 22:04:23 UTC
Report deadline15 Dec 2017, 5:11:03 UTC
Received8 Dec 2017, 11:13:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55829
Run time3 hours 38 min 8 sec
CPU time3 hours 35 min 11 sec
Validate stateValid
Credit1,824.08
Device peak FLOPS2.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.38 MB
Peak swap size154.89 MB
Peak disk usage1.48 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
0.9245398045, propagate_forward_time: 46.4351997375, propagate_backward_time: 64.6810760498, weight_update_time: 0.2049589455, other_time: 3.6224517822
epoch time: 10.1491556168s, input_fired_time: 0.1403250694, output_fired_time: 0.0000000000, propagate_forward_time: 9.3805322647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6282987595
validation[          , genome  6801] predictions:    9640/  10000 (96.40%), best:    9702/10000 (97.02%), error:      1193.88379, best error:      1007.30420 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 117.5315170288s, input_fired_time: 1.2485665083, output_fired_time: 0.9435076714, propagate_forward_time: 46.7780532837, propagate_backward_time: 64.9529647827, weight_update_time: 0.1944859475, other_time: 3.6084289551
epoch time: 10.0901184082s, input_fired_time: 0.1404265016, output_fired_time: 0.0000000000, propagate_forward_time: 9.3132629395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6364288330
validation[          , genome  6801] predictions:    9675/  10000 (96.75%), best:    9702/10000 (97.02%), error:      1068.03235, best error:      1007.30420 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 117.4520874023s, input_fired_time: 1.2568259239, output_fired_time: 0.9484045506, propagate_forward_time: 46.7124633789, propagate_backward_time: 64.9654541016, weight_update_time: 0.1950535327, other_time: 3.5689392090
epoch time: 10.2036952972s, input_fired_time: 0.1457482427, output_fired_time: 0.0000000000, propagate_forward_time: 9.4373903275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6205568314
validation[          , genome  6801] predictions:    9675/  10000 (96.75%), best:    9702/10000 (97.02%), error:      1054.82178, best error:      1007.30420 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 117.3151016235s, input_fired_time: 1.2371836901, output_fired_time: 0.9246333241, propagate_forward_time: 46.9085578918, propagate_backward_time: 64.7060165405, weight_update_time: 0.1933144033, other_time: 3.5387039185
epoch time: 10.0982961655s, input_fired_time: 0.1402287334, output_fired_time: 0.0000000000, propagate_forward_time: 9.3137569427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6443109512
validation[          , genome  6801] predictions:    9623/  10000 (96.23%), best:    9702/10000 (97.02%), error:      1189.91467, best error:      1007.30420 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 117.4063339233s, input_fired_time: 1.2441884279, output_fired_time: 0.9378513098, propagate_forward_time: 46.5344734192, propagate_backward_time: 65.0470733643, weight_update_time: 0.1952470243, other_time: 3.6427459717
epoch time: 10.0538406372s, input_fired_time: 0.1404224187, output_fired_time: 0.0000000000, propagate_forward_time: 9.2935562134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6198616028
validation[          , genome  6801] predictions:    9661/  10000 (96.61%), best:    9702/10000 (97.02%), error:      1084.43848, best error:      1007.30420 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 117.9277038574s, input_fired_time: 1.2458888292, output_fired_time: 0.9318467379, propagate_forward_time: 46.7535514832, propagate_backward_time: 65.3700027466, weight_update_time: 0.2102357894, other_time: 3.6264114380
epoch time: 10.1256580353s, input_fired_time: 0.1523705274, output_fired_time: 0.0000000000, propagate_forward_time: 9.3307886124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6424989700
validation[          , genome  6801] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       997.24286, best error:       997.24286 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 117.9781723022s, input_fired_time: 1.2866252661, output_fired_time: 0.9175086617, propagate_forward_time: 46.9275550842, propagate_backward_time: 65.2264938354, weight_update_time: 0.1944484562, other_time: 3.6199874878
epoch time: 10.2015228271s, input_fired_time: 0.1395233721, output_fired_time: 0.0000000000, propagate_forward_time: 9.4238634109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6381359100
validation[          , genome  6801] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       984.97491, best error:       984.97491 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 117.5856323242s, input_fired_time: 1.2764890194, output_fired_time: 0.9273039103, propagate_forward_time: 46.6476593018, propagate_backward_time: 65.1151046753, weight_update_time: 0.1929468364, other_time: 3.6190719604
epoch time: 10.0411357880s, input_fired_time: 0.1421189010, output_fired_time: 0.0000000000, propagate_forward_time: 9.2760648727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229524612
validation[          , genome  6801] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       925.93219, best error:       925.93219 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 117.4176635742s, input_fired_time: 1.2562389374, output_fired_time: 0.9229633808, propagate_forward_time: 46.6806297302, propagate_backward_time: 64.9707336426, weight_update_time: 0.1964429170, other_time: 3.5870971680
epoch time: 10.1346035004s, input_fired_time: 0.1403888166, output_fired_time: 0.0000000000, propagate_forward_time: 9.3494672775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6447477341
validation[          , genome  6801] predictions:    9699/  10000 (96.99%), best:    9729/10000 (97.29%), error:       977.19666, best error:       925.93219 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 117.6235733032s, input_fired_time: 1.2614415884, output_fired_time: 0.9323542714, propagate_forward_time: 46.5457496643, propagate_backward_time: 65.2595977783, weight_update_time: 0.2007919699, other_time: 3.6244201660
epoch time: 10.0791177750s, input_fired_time: 0.1413449645, output_fired_time: 0.0000000000, propagate_forward_time: 9.3136844635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6240882874
validation[          , genome  6801] predictions:    9723/  10000 (97.23%), best:    9729/10000 (97.29%), error:       955.43909, best error:       925.93219 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 117.5548629761s, input_fired_time: 1.2516734600, output_fired_time: 0.9292674661, propagate_forward_time: 46.6530189514, propagate_backward_time: 65.1677322388, weight_update_time: 0.1952950358, other_time: 3.5531692505
epoch time: 10.0434465408s, input_fired_time: 0.1409987956, output_fired_time: 0.0000000000, propagate_forward_time: 9.2679462433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6345014572
validation[          , genome  6801] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       829.29315, best error:       829.29315 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 117.7668228149s, input_fired_time: 1.2517842054, output_fired_time: 0.9230489135, propagate_forward_time: 46.7656135559, propagate_backward_time: 65.2684402466, weight_update_time: 0.1938753277, other_time: 3.5579299927
epoch time: 10.0402860641s, input_fired_time: 0.1415511370, output_fired_time: 0.0000000000, propagate_forward_time: 9.2754964828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6232385635
validation[          , genome  6801] predictions:    9686/  10000 (96.86%), best:    9742/10000 (97.42%), error:      1013.11499, best error:       829.29315 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 118.0601882935s, input_fired_time: 1.2558469772, output_fired_time: 0.9204683304, propagate_forward_time: 46.6738128662, propagate_backward_time: 65.6375350952, weight_update_time: 0.1936395913, other_time: 3.5725250244
epoch time: 10.1835594177s, input_fired_time: 0.1483142674, output_fired_time: 0.0000000000, propagate_forward_time: 9.3740358353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6612091064
validation[          , genome  6801] predictions:    9688/  10000 (96.88%), best:    9742/10000 (97.42%), error:       962.53210, best error:       829.29315 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 119.2110214233s, input_fired_time: 1.2514518499, output_fired_time: 0.9237006903, propagate_forward_time: 47.1535987854, propagate_backward_time: 66.3030166626, weight_update_time: 0.1932021081, other_time: 3.5792617798
epoch time: 10.4220571518s, input_fired_time: 0.1519212276, output_fired_time: 0.0000000000, propagate_forward_time: 9.6189336777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6512022018
validation[          , genome  6801] predictions:    9701/  10000 (97.01%), best:    9742/10000 (97.42%), error:      1004.96014, best error:       829.29315 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 119.1244659424s, input_fired_time: 1.2702220678, output_fired_time: 0.9373204112, propagate_forward_time: 47.0286827087, propagate_backward_time: 66.2420425415, weight_update_time: 0.2011785805, other_time: 3.6462020874
epoch time: 10.0412855148s, input_fired_time: 0.1402231008, output_fired_time: 0.0000000000, propagate_forward_time: 9.2846384048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6164236069
validation[          , genome  6801] predictions:    9707/  10000 (97.07%), best:    9742/10000 (97.42%), error:       998.05603, best error:       829.29315 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 117.8712844849s, input_fired_time: 1.2602491379, output_fired_time: 0.9408937097, propagate_forward_time: 46.5966033936, propagate_backward_time: 65.4741134644, weight_update_time: 0.1938501000, other_time: 3.5994262695
epoch time: 10.1821861267s, input_fired_time: 0.1426586360, output_fired_time: 0.0000000000, propagate_forward_time: 9.4045133591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6350145340
validation[          , genome  6801] predictions:    9708/  10000 (97.08%), best:    9742/10000 (97.42%), error:       904.41260, best error:       829.29315 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 118.6717376709s, input_fired_time: 1.2761547565, output_fired_time: 0.9287165403, propagate_forward_time: 47.0333213806, propagate_backward_time: 65.8441009521, weight_update_time: 0.1989410967, other_time: 3.5894470215
epoch time: 10.1316242218s, input_fired_time: 0.1515390277, output_fired_time: 0.0000000000, propagate_forward_time: 9.3476428986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6324424744
validation[          , genome  6801] predictions:    9681/  10000 (96.81%), best:    9742/10000 (97.42%), error:      1060.92297, best error:       829.29315 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 118.1967315674s, input_fired_time: 1.2676430941, output_fired_time: 0.9565263987, propagate_forward_time: 46.6548538208, propagate_backward_time: 65.7243194580, weight_update_time: 0.1979305893, other_time: 3.5933837891
epoch time: 10.0859909058s, input_fired_time: 0.1495585889, output_fired_time: 0.0000000000, propagate_forward_time: 9.3101587296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6262731552
validation[          , genome  6801] predictions:    9662/  10000 (96.62%), best:    9742/10000 (97.42%), error:      1094.33630, best error:       829.29315 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 118.1127090454s, input_fired_time: 1.2717905045, output_fired_time: 0.9196131825, propagate_forward_time: 46.5236968994, propagate_backward_time: 65.7428131104, weight_update_time: 0.1926689446, other_time: 3.6547927856
epoch time: 10.0077419281s, input_fired_time: 0.1433170587, output_fired_time: 0.0000000000, propagate_forward_time: 9.2299976349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6344270706
validation[          , genome  6801] predictions:    9725/  10000 (97.25%), best:    9742/10000 (97.42%), error:       923.69678, best error:       829.29315 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 117.9082946777s, input_fired_time: 1.2660820484, output_fired_time: 0.9306875467, propagate_forward_time: 46.6589317322, propagate_backward_time: 65.5094833374, weight_update_time: 0.1935588419, other_time: 3.5431137085
epoch time: 10.2137765884s, input_fired_time: 0.1476327479, output_fired_time: 0.0000000000, propagate_forward_time: 9.3991003036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6670436859
validation[          , genome  6801] predictions:    9702/  10000 (97.02%), best:    9742/10000 (97.42%), error:       981.50946, best error:       829.29315 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 118.5809555054s, input_fired_time: 1.2777675390, output_fired_time: 0.9423767924, propagate_forward_time: 46.8645896912, propagate_backward_time: 65.9423904419, weight_update_time: 0.1954539418, other_time: 3.5538253784
epoch time: 10.0464239120s, input_fired_time: 0.1433080435, output_fired_time: 0.0000000000, propagate_forward_time: 9.2771368027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6259794235
validation[          , genome  6801] predictions:    9685/  10000 (96.85%), best:    9742/10000 (97.42%), error:       965.60284, best error:       829.29315 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 118.5015487671s, input_fired_time: 1.2648401260, output_fired_time: 0.9285328388, propagate_forward_time: 46.7408447266, propagate_backward_time: 65.9604034424, weight_update_time: 0.1991256773, other_time: 3.6069259644
epoch time: 10.0962295532s, input_fired_time: 0.1483188272, output_fired_time: 0.0000000000, propagate_forward_time: 9.3138942719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6340160370
validation[          , genome  6801] predictions:    9715/  10000 (97.15%), best:    9742/10000 (97.42%), error:       888.36340, best error:       829.29315 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 118.7846527100s, input_fired_time: 1.2921835184, output_fired_time: 0.9333445430, propagate_forward_time: 46.7764358521, propagate_backward_time: 66.1714935303, weight_update_time: 0.1955226809, other_time: 3.6111984253
epoch time: 10.1445894241s, input_fired_time: 0.1440751106, output_fired_time: 0.0000000000, propagate_forward_time: 9.3708419800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6296720505
validation[          , genome  6801] predictions:    9683/  10000 (96.83%), best:    9742/10000 (97.42%), error:      1003.61633, best error:       829.29315 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 118.3156585693s, input_fired_time: 1.3051743507, output_fired_time: 0.9353345037, propagate_forward_time: 46.5472984314, propagate_backward_time: 65.9466323853, weight_update_time: 0.2190181762, other_time: 3.5812149048
epoch time: 10.1745157242s, input_fired_time: 0.1424161047, output_fired_time: 0.0000000000, propagate_forward_time: 9.3995647430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6325349808
validation[          , genome  6801] predictions:    9678/  10000 (96.78%), best:    9742/10000 (97.42%), error:      1048.67859, best error:       829.29315 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 118.4867401123s, input_fired_time: 1.2598514557, output_fired_time: 0.9250636101, propagate_forward_time: 46.7582473755, propagate_backward_time: 65.8877792358, weight_update_time: 0.1946305782, other_time: 3.6557998657
epoch time: 10.2749729156s, input_fired_time: 0.1449020803, output_fired_time: 0.0000000000, propagate_forward_time: 9.4884014130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6416692734
validation[          , genome  6801] predictions:    9738/  10000 (97.38%), best:    9742/10000 (97.42%), error:       883.97687, best error:       829.29315 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 118.1096496582s, input_fired_time: 1.2469154596, output_fired_time: 0.9194630980, propagate_forward_time: 46.5626411438, propagate_backward_time: 65.8390197754, weight_update_time: 0.1934461892, other_time: 3.5416107178
epoch time: 10.0134344101s, input_fired_time: 0.1435868591, output_fired_time: 0.0000000000, propagate_forward_time: 9.2372579575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6325893402
validation[          , genome  6801] predictions:    9715/  10000 (97.15%), best:    9742/10000 (97.42%), error:       922.75262, best error:       829.29315 on epoch:    24, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 118.6525192261s, input_fired_time: 1.2832993269, output_fired_time: 0.9148915410, propagate_forward_time: 46.5471191406, propagate_backward_time: 66.3250427246, weight_update_time: 0.1931493729, other_time: 3.5821609497
epoch time: 10.0522289276s, input_fired_time: 0.1426658928, output_fired_time: 0.0000000000, propagate_forward_time: 9.2875623703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6220006943
validation[          , genome  6801] predictions:    9745/  10000 (97.45%), best:    9742/10000 (97.42%), error:       843.84625, best error:       829.29315 on epoch:    24, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 118.7590255737s, input_fired_time: 1.2839933634, output_fired_time: 0.9465375543, propagate_forward_time: 46.7741508484, propagate_backward_time: 66.1368637085, weight_update_time: 0.2253122628, other_time: 3.6174697876
epoch time: 10.1147642136s, input_fired_time: 0.1431295574, output_fired_time: 0.0000000000, propagate_forward_time: 9.3525075912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6191272736
validation[          , genome  6801] predictions:    9750/  10000 (97.50%), best:    9742/10000 (97.42%), error:       854.40820, best error:       829.29315 on epoch:    24, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 118.9920578003s, input_fired_time: 1.3061573505, output_fired_time: 0.9274637103, propagate_forward_time: 46.8096122742, propagate_backward_time: 66.3635635376, weight_update_time: 0.1948456466, other_time: 3.5852584839
epoch time: 10.0792856216s, input_fired_time: 0.1441525221, output_fired_time: 0.0000000000, propagate_forward_time: 9.2896184921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6455144882
validation[          , genome  6801] predictions:    9750/  10000 (97.50%), best:    9742/10000 (97.42%), error:       840.09125, best error:       829.29315 on epoch:    24, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 119.1107940674s, input_fired_time: 1.2586922646, output_fired_time: 0.9237941504, propagate_forward_time: 46.5632591248, propagate_backward_time: 66.7914505005, weight_update_time: 0.1974376738, other_time: 3.5736007690
epoch time: 10.1003828049s, input_fired_time: 0.1435083002, output_fired_time: 0.0000000000, propagate_forward_time: 9.3352527618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6216220856
validation[          , genome  6801] predictions:    9700/  10000 (97.00%), best:    9742/10000 (97.42%), error:       997.44220, best error:       829.29315 on epoch:    24, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 118.0546112061s, input_fired_time: 1.2728700638, output_fired_time: 0.9197127819, propagate_forward_time: 46.3961029053, propagate_backward_time: 65.9066619873, weight_update_time: 0.1973596811, other_time: 3.5592575073
epoch time: 10.1382112503s, input_fired_time: 0.1441070288, output_fired_time: 0.0000000000, propagate_forward_time: 9.3654699326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6286344528
validation[          , genome  6801] predictions:    9643/  10000 (96.43%), best:    9742/10000 (97.42%), error:      1126.44641, best error:       829.29315 on epoch:    24, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 118.7205581665s, input_fired_time: 1.3535398245, output_fired_time: 0.9485481977, propagate_forward_time: 46.6659889221, propagate_backward_time: 66.1392440796, weight_update_time: 0.1935371310, other_time: 3.6132431030
epoch time: 10.1050233841s, input_fired_time: 0.1455116719, output_fired_time: 0.0000000000, propagate_forward_time: 9.3316650391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6278467178
validation[          , genome  6801] predictions:    9735/  10000 (97.35%), best:    9742/10000 (97.42%), error:       912.84149, best error:       829.29315 on epoch:    24, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 119.1543884277s, input_fired_time: 1.2952536345, output_fired_time: 0.9405114055, propagate_forward_time: 46.7592544556, propagate_backward_time: 66.5964279175, weight_update_time: 0.1947190911, other_time: 3.5629425049
epoch time: 10.1851768494s, input_fired_time: 0.1500568241, output_fired_time: 0.0000000000, propagate_forward_time: 9.3865795135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6485404968
validation[          , genome  6801] predictions:    9705/  10000 (97.05%), best:    9742/10000 (97.42%), error:       959.12561, best error:       829.29315 on epoch:    24, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 119.1304702759s, input_fired_time: 1.2639029026, output_fired_time: 0.9366433024, propagate_forward_time: 46.5861282349, propagate_backward_time: 66.7784805298, weight_update_time: 0.1958609372, other_time: 3.5653152466
epoch time: 10.1856870651s, input_fired_time: 0.1501909941, output_fired_time: 0.0000000000, propagate_forward_time: 9.4136743546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6218214035
validation[          , genome  6801] predictions:    9733/  10000 (97.33%), best:    9742/10000 (97.42%), error:       868.96857, best error:       829.29315 on epoch:    24, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 119.0359878540s, input_fired_time: 1.2686793804, output_fired_time: 0.9204023480, propagate_forward_time: 46.6814918518, propagate_backward_time: 66.6093292236, weight_update_time: 0.1984712034, other_time: 3.5560913086
epoch time: 10.0768260956s, input_fired_time: 0.1451432109, output_fired_time: 0.0000000000, propagate_forward_time: 9.2974557877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6342267990
validation[          , genome  6801] predictions:    9691/  10000 (96.91%), best:    9742/10000 (97.42%), error:       954.68469, best error:       829.29315 on epoch:    24, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 119.4091262817s, input_fired_time: 1.2669845819, output_fired_time: 0.9202015996, propagate_forward_time: 47.0963859558, propagate_backward_time: 66.5204925537, weight_update_time: 0.1936881095, other_time: 3.6050567627
epoch time: 10.2080659866s, input_fired_time: 0.1469383538, output_fired_time: 0.0000000000, propagate_forward_time: 9.4177751541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6433525085
validation[          , genome  6801] predictions:    9713/  10000 (97.13%), best:    9742/10000 (97.42%), error:       956.31799, best error:       829.29315 on epoch:    24, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 118.9384536743s, input_fired_time: 1.2611483335, output_fired_time: 0.9235807061, propagate_forward_time: 46.5541343689, propagate_backward_time: 66.5814056396, weight_update_time: 0.1945619881, other_time: 3.6181793213
epoch time: 10.3509340286s, input_fired_time: 0.1497485489, output_fired_time: 0.0000000000, propagate_forward_time: 9.5413990021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6597862244
validation[          , genome  6801] predictions:    9722/  10000 (97.22%), best:    9742/10000 (97.42%), error:       934.84119, best error:       829.29315 on epoch:    24, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 118.9922561646s, input_fired_time: 1.2676326036, output_fired_time: 0.9263418913, propagate_forward_time: 46.8744277954, propagate_backward_time: 66.3332443237, weight_update_time: 0.1961107999, other_time: 3.5906143188
epoch time: 10.2407217026s, input_fired_time: 0.1442516297, output_fired_time: 0.0000000000, propagate_forward_time: 9.4508104324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6456594467
validation[          , genome  6801] predictions:    9739/  10000 (97.39%), best:    9742/10000 (97.42%), error:       861.09296, best error:       829.29315 on epoch:    24, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 119.1557006836s, input_fired_time: 1.2635917664, output_fired_time: 0.9300355911, propagate_forward_time: 46.9309577942, propagate_backward_time: 66.4736709595, weight_update_time: 0.1938235164, other_time: 3.5574417114
epoch time: 10.0957098007s, input_fired_time: 0.1441370398, output_fired_time: 0.0000000000, propagate_forward_time: 9.3207483292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6308240891
validation[          , genome  6801] predictions:    9692/  10000 (96.92%), best:    9742/10000 (97.42%), error:       985.74371, best error:       829.29315 on epoch:    24, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 119.2358551025s, input_fired_time: 1.2827146053, output_fired_time: 0.9260460138, propagate_forward_time: 46.7864456177, propagate_backward_time: 66.6582641602, weight_update_time: 0.1929960698, other_time: 3.5823822021
epoch time: 10.0999155045s, input_fired_time: 0.1470198035, output_fired_time: 0.0000000000, propagate_forward_time: 9.3094396591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6434564590
validation[          , genome  6801] predictions:    9655/  10000 (96.55%), best:    9742/10000 (97.42%), error:      1071.29724, best error:       829.29315 on epoch:    24, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 119.2221221924s, input_fired_time: 1.2785284519, output_fired_time: 0.9210122824, propagate_forward_time: 46.6343917847, propagate_backward_time: 66.8038864136, weight_update_time: 0.1964066029, other_time: 3.5843048096
epoch time: 10.2471265793s, input_fired_time: 0.1492324173, output_fired_time: 0.0000000000, propagate_forward_time: 9.4660329819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6318607330
validation[          , genome  6801] predictions:    9714/  10000 (97.14%), best:    9742/10000 (97.42%), error:       958.40991, best error:       829.29315 on epoch:    24, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 119.0878448486s, input_fired_time: 1.3299540281, output_fired_time: 0.9699380994, propagate_forward_time: 46.4522933960, propagate_backward_time: 66.7737655640, weight_update_time: 0.2108944058, other_time: 3.5618896484
epoch time: 10.0012092590s, input_fired_time: 0.1455967873, output_fired_time: 0.0000000000, propagate_forward_time: 9.2205610275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6350517273
validation[          , genome  6801] predictions:    9713/  10000 (97.13%), best:    9742/10000 (97.42%), error:       922.28351, best error:       829.29315 on epoch:    24, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 119.6067962646s, input_fired_time: 1.3042099476, output_fired_time: 0.9364501834, propagate_forward_time: 46.8249092102, propagate_backward_time: 66.9700927734, weight_update_time: 0.1972677112, other_time: 3.5711364746
epoch time: 10.1240739822s, input_fired_time: 0.1468834281, output_fired_time: 0.0000000000, propagate_forward_time: 9.3283987045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6487922668
validation[          , genome  6801] predictions:    9746/  10000 (97.46%), best:    9742/10000 (97.42%), error:       843.61481, best error:       829.29315 on epoch:    24, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 119.2987136841s, input_fired_time: 1.3003963232, output_fired_time: 0.9340607524, propagate_forward_time: 46.7626495361, propagate_backward_time: 66.6787261963, weight_update_time: 0.1946705580, other_time: 3.6228790283
epoch time: 10.1879196167s, input_fired_time: 0.1459251791, output_fired_time: 0.0000000000, propagate_forward_time: 9.4253053665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6166887283
validation[          , genome  6801] predictions:    9717/  10000 (97.17%), best:    9742/10000 (97.42%), error:       955.03662, best error:       829.29315 on epoch:    24, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 118.9816589355s, input_fired_time: 1.2738600969, output_fired_time: 0.9287399650, propagate_forward_time: 46.4464378357, propagate_backward_time: 66.7660980225, weight_update_time: 0.1953933239, other_time: 3.5665283203
epoch time: 10.2671813965s, input_fired_time: 0.1456450224, output_fired_time: 0.0000000000, propagate_forward_time: 9.4810733795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6404628754
validation[          , genome  6801] predictions:    9722/  10000 (97.22%), best:    9742/10000 (97.42%), error:       894.16156, best error:       829.29315 on epoch:    24, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 119.7143707275s, input_fired_time: 1.2913674116, output_fired_time: 0.9394878745, propagate_forward_time: 47.0048866272, propagate_backward_time: 66.9023742676, weight_update_time: 0.1966998726, other_time: 3.5762481689
epoch time: 10.0395174026s, input_fired_time: 0.1499285102, output_fired_time: 0.0000000000, propagate_forward_time: 9.2666530609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229362488
validation[          , genome  6801] predictions:    9739/  10000 (97.39%), best:    9742/10000 (97.42%), error:       877.86566, best error:       829.29315 on epoch:    24, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 119.2963256836s, input_fired_time: 1.2809714079, output_fired_time: 0.9263852835, propagate_forward_time: 46.4782066345, propagate_backward_time: 67.0069885254, weight_update_time: 0.1976805776, other_time: 3.6037750244
epoch time: 10.2162590027s, input_fired_time: 0.1471821666, output_fired_time: 0.0000000000, propagate_forward_time: 9.4262533188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6428232193
validation[          , genome  6801] predictions:    9717/  10000 (97.17%), best:    9742/10000 (97.42%), error:       921.65601, best error:       829.29315 on epoch:    24, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 119.2438812256s, input_fired_time: 1.2847297192, output_fired_time: 0.9337192178, propagate_forward_time: 46.7592468262, propagate_backward_time: 66.6785354614, weight_update_time: 0.1935253888, other_time: 3.5876541138
epoch time: 10.1018638611s, input_fired_time: 0.1480656862, output_fired_time: 0.0000000000, propagate_forward_time: 9.2798213959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6739768982
validation[          , genome  6801] predictions:    9643/  10000 (96.43%), best:    9742/10000 (97.42%), error:      1115.55579, best error:       829.29315 on epoch:    24, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 119.7434463501s, input_fired_time: 1.2916917801, output_fired_time: 0.9215908647, propagate_forward_time: 46.9397430420, propagate_backward_time: 66.9802627563, weight_update_time: 0.2043284625, other_time: 3.6101531982
epoch time: 10.1356353760s, input_fired_time: 0.1456418335, output_fired_time: 0.0000000000, propagate_forward_time: 9.3622589111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6277341843
validation[          , genome  6801] predictions:    9748/  10000 (97.48%), best:    9742/10000 (97.42%), error:       888.67206, best error:       829.29315 on epoch:    24, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 119.6713562012s, input_fired_time: 1.3225644827, output_fired_time: 0.9512178302, propagate_forward_time: 46.7103958130, propagate_backward_time: 67.1113204956, weight_update_time: 0.1944439113, other_time: 3.5758590698
epoch time: 10.1112747192s, input_fired_time: 0.1474251002, output_fired_time: 0.0000000000, propagate_forward_time: 9.3389492035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6249008179
validation[          , genome  6801] predictions:    9659/  10000 (96.59%), best:    9742/10000 (97.42%), error:      1106.28662, best error:       829.29315 on epoch:    24, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 119.0260543823s, input_fired_time: 1.3111342192, output_fired_time: 0.9338417649, propagate_forward_time: 46.5056076050, propagate_backward_time: 66.7132797241, weight_update_time: 0.1950208992, other_time: 3.5621871948
epoch time: 10.1141872406s, input_fired_time: 0.1485282034, output_fired_time: 0.0000000000, propagate_forward_time: 9.3060340881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6596250534
validation[          , genome  6801] predictions:    9739/  10000 (97.39%), best:    9742/10000 (97.42%), error:       882.26898, best error:       829.29315 on epoch:    24, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 119.2534713745s, input_fired_time: 1.3067157269, output_fired_time: 0.9266011119, propagate_forward_time: 46.5103683472, propagate_backward_time: 66.8798904419, weight_update_time: 0.1951803118, other_time: 3.6298980713
epoch time: 10.0727787018s, input_fired_time: 0.1468891948, output_fired_time: 0.0000000000, propagate_forward_time: 9.2839355469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6419544220
validation[          , genome  6801] predictions:    9707/  10000 (97.07%), best:    9742/10000 (97.42%), error:       925.16034, best error:       829.29315 on epoch:    24, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 119.2150268555s, input_fired_time: 1.3024321795, output_fired_time: 0.9322648048, propagate_forward_time: 46.7090454102, propagate_backward_time: 66.6827239990, weight_update_time: 0.2011659294, other_time: 3.5885620117
epoch time: 10.0137500763s, input_fired_time: 0.1466587931, output_fired_time: 0.0000000000, propagate_forward_time: 9.2359008789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6311903000
validation[          , genome  6801] predictions:    9661/  10000 (96.61%), best:    9742/10000 (97.42%), error:      1078.65332, best error:       829.29315 on epoch:    24, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 119.6879043579s, input_fired_time: 1.3188703060, output_fired_time: 0.9367961884, propagate_forward_time: 47.0235137939, propagate_backward_time: 66.8089141846, weight_update_time: 0.1939662099, other_time: 3.5998077393
epoch time: 10.1805734634s, input_fired_time: 0.1495964378, output_fired_time: 0.0000000000, propagate_forward_time: 9.3990783691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6318988800
validation[          , genome  6801] predictions:    9741/  10000 (97.41%), best:    9742/10000 (97.42%), error:       897.29834, best error:       829.29315 on epoch:    24, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 119.3879013062s, input_fired_time: 1.2995033264, output_fired_time: 0.9347171783, propagate_forward_time: 46.7887535095, propagate_backward_time: 66.7312088013, weight_update_time: 0.1976633668, other_time: 3.6337203979
epoch time: 10.1810121536s, input_fired_time: 0.1484824568, output_fired_time: 0.0000000000, propagate_forward_time: 9.3825254440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6500043869
validation[          , genome  6801] predictions:    9694/  10000 (96.94%), best:    9742/10000 (97.42%), error:       967.41040, best error:       829.29315 on epoch:    24, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 119.5481643677s, input_fired_time: 1.3126136065, output_fired_time: 0.9423691034, propagate_forward_time: 46.8923339844, propagate_backward_time: 66.7893676758, weight_update_time: 0.1963827014, other_time: 3.6114807129
epoch time: 10.1407318115s, input_fired_time: 0.1487409621, output_fired_time: 0.0000000000, propagate_forward_time: 9.3567857742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6352052689
validation[          , genome  6801] predictions:    9654/  10000 (96.54%), best:    9742/10000 (97.42%), error:      1165.25391, best error:       829.29315 on epoch:    24, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 119.6317062378s, input_fired_time: 1.3304589987, output_fired_time: 0.9404972196, propagate_forward_time: 46.8526649475, propagate_backward_time: 66.9069519043, weight_update_time: 0.1934139580, other_time: 3.6011352539
epoch time: 10.2757863998s, input_fired_time: 0.1571336985, output_fired_time: 0.0000000000, propagate_forward_time: 9.4729385376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6457138062
validation[          , genome  6801] predictions:    9715/  10000 (97.15%), best:    9742/10000 (97.42%), error:       913.41309, best error:       829.29315 on epoch:    24, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 119.3981933594s, input_fired_time: 1.2878358364, output_fired_time: 0.9478042126, propagate_forward_time: 46.8077621460, propagate_backward_time: 66.7159805298, weight_update_time: 0.1970343292, other_time: 3.6388092041
epoch time: 10.0496091843s, input_fired_time: 0.1528113782, output_fired_time: 0.0000000000, propagate_forward_time: 9.2395811081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6572170258
validation[          , genome  6801] predictions:    9707/  10000 (97.07%), best:    9742/10000 (97.42%), error:       983.99646, best error:       829.29315 on epoch:    24, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 120.0208358765s, input_fired_time: 1.2938178778, output_fired_time: 0.9400737286, propagate_forward_time: 46.8258857727, propagate_backward_time: 67.3723449707, weight_update_time: 0.1954935789, other_time: 3.5887145996
epoch time: 10.2227554321s, input_fired_time: 0.1474325657, output_fired_time: 0.0000000000, propagate_forward_time: 9.4273042679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6480188370
validation[          , genome  6801] predictions:    9626/  10000 (96.26%), best:    9742/10000 (97.42%), error:      1245.38879, best error:       829.29315 on epoch:    24, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 119.5186309814s, input_fired_time: 1.2865873575, output_fired_time: 0.9248833656, propagate_forward_time: 46.7242965698, propagate_backward_time: 66.9623336792, weight_update_time: 0.1966934055, other_time: 3.6205291748
epoch time: 10.2373132706s, input_fired_time: 0.1507135332, output_fired_time: 0.0000000000, propagate_forward_time: 9.4428205490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6437788010
validation[          , genome  6801] predictions:    9696/  10000 (96.96%), best:    9742/10000 (97.42%), error:       968.32343, best error:       829.29315 on epoch:    24, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 119.8359222412s, input_fired_time: 1.3161313534, output_fired_time: 0.9404821992, propagate_forward_time: 46.9072608948, propagate_backward_time: 66.9996643066, weight_update_time: 0.1981730014, other_time: 3.6723785400
epoch time: 10.0753555298s, input_fired_time: 0.1486361474, output_fired_time: 0.0000000000, propagate_forward_time: 9.2839441299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6427755356
validation[          , genome  6801] predictions:    9707/  10000 (97.07%), best:    9742/10000 (97.42%), error:       955.00385, best error:       829.29315 on epoch:    24, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 119.6228256226s, input_fired_time: 1.2925688028, output_fired_time: 0.9461149573, propagate_forward_time: 46.5459709167, propagate_backward_time: 67.2389755249, weight_update_time: 0.1997354776, other_time: 3.5991897583
epoch time: 10.3754510880s, input_fired_time: 0.1527586281, output_fired_time: 0.0000000000, propagate_forward_time: 9.5769891739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6457033157
validation[          , genome  6801] predictions:    9739/  10000 (97.39%), best:    9742/10000 (97.42%), error:       866.90906, best error:       829.29315 on epoch:    24, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 119.7987518311s, input_fired_time: 1.3674150705, output_fired_time: 0.9375594258, propagate_forward_time: 46.8314857483, propagate_backward_time: 67.0522842407, weight_update_time: 0.1991225779, other_time: 3.6100082397
epoch time: 10.1077175140s, input_fired_time: 0.1481824070, output_fired_time: 0.0000000000, propagate_forward_time: 9.3347625732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6247720718
validation[          , genome  6801] predictions:    9696/  10000 (96.96%), best:    9742/10000 (97.42%), error:      1044.67957, best error:       829.29315 on epoch:    24, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 119.9596862793s, input_fired_time: 1.3211805820, output_fired_time: 0.9423868060, propagate_forward_time: 46.9883270264, propagate_backward_time: 67.0483169556, weight_update_time: 0.1979947835, other_time: 3.6594696045
epoch time: 10.0666427612s, input_fired_time: 0.1491372883, output_fired_time: 0.0000000000, propagate_forward_time: 9.2834959030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6340093613
validation[          , genome  6801] predictions:    9719/  10000 (97.19%), best:    9742/10000 (97.42%), error:       966.11041, best error:       829.29315 on epoch:    24, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 119.2842483521s, input_fired_time: 1.2885984182, output_fired_time: 0.9469114542, propagate_forward_time: 46.6073913574, propagate_backward_time: 66.8221130371, weight_update_time: 0.2008205950, other_time: 3.6192321777
epoch time: 10.1362571716s, input_fired_time: 0.1485490054, output_fired_time: 0.0000000000, propagate_forward_time: 9.3675813675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6201267242
validation[          , genome  6801] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       807.35303, best error:       807.35303 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 119.7799987793s, input_fired_time: 1.3004747629, output_fired_time: 0.9527193904, propagate_forward_time: 46.8873443604, propagate_backward_time: 66.9916458130, weight_update_time: 0.1990840435, other_time: 3.6478118896
epoch time: 10.1767930984s, input_fired_time: 0.1491816789, output_fired_time: 0.0000000000, propagate_forward_time: 9.3849258423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6426858902
validation[          , genome  6801] predictions:    9693/  10000 (96.93%), best:    9750/10000 (97.50%), error:      1041.38391, best error:       807.35303 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 119.5100555420s, input_fired_time: 1.2924464941, output_fired_time: 0.9411111474, propagate_forward_time: 46.4090919495, propagate_backward_time: 67.2865982056, weight_update_time: 0.2009052187, other_time: 3.5808029175
epoch time: 10.1495409012s, input_fired_time: 0.1574545801, output_fired_time: 0.0000000000, propagate_forward_time: 9.3655443192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6265420914
validation[          , genome  6801] predictions:    9753/  10000 (97.53%), best:    9750/10000 (97.50%), error:       825.68317, best error:       807.35303 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 119.5992660522s, input_fired_time: 1.2810840607, output_fired_time: 0.9405279160, propagate_forward_time: 46.8822059631, propagate_backward_time: 66.8999938965, weight_update_time: 0.1948511750, other_time: 3.5954589844
epoch time: 10.0898628235s, input_fired_time: 0.1510112584, output_fired_time: 0.0000000000, propagate_forward_time: 9.3071184158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6317329407
validation[          , genome  6801] predictions:    9756/  10000 (97.56%), best:    9750/10000 (97.50%), error:       809.90881, best error:       807.35303 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 119.9115066528s, input_fired_time: 1.3094048500, output_fired_time: 0.9499339461, propagate_forward_time: 46.7727775574, propagate_backward_time: 67.2709960938, weight_update_time: 0.1986592412, other_time: 3.6083984375
epoch time: 10.0779924393s, input_fired_time: 0.1527157277, output_fired_time: 0.0000000000, propagate_forward_time: 9.2997999191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6254768372
validation[          , genome  6801] predictions:    9712/  10000 (97.12%), best:    9750/10000 (97.50%), error:       977.36163, best error:       807.35303 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 119.6274261475s, input_fired_time: 1.2925114632, output_fired_time: 0.9269149899, propagate_forward_time: 46.6240501404, propagate_backward_time: 67.2131805420, weight_update_time: 0.1969583035, other_time: 3.5707702637
epoch time: 10.0774688721s, input_fired_time: 0.1517706364, output_fired_time: 0.0000000000, propagate_forward_time: 9.3062162399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6194820404
validation[          , genome  6801] predictions:    9720/  10000 (97.20%), best:    9750/10000 (97.50%), error:       910.06506, best error:       807.35303 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 119.9507217407s, input_fired_time: 1.2931157351, output_fired_time: 0.9300343394, propagate_forward_time: 46.8850135803, propagate_backward_time: 67.1939697266, weight_update_time: 0.1973135918, other_time: 3.6485900879
epoch time: 10.1257724762s, input_fired_time: 0.1529761106, output_fired_time: 0.0000000000, propagate_forward_time: 9.3228111267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6499853134
validation[          , genome  6801] predictions:    9738/  10000 (97.38%), best:    9750/10000 (97.50%), error:       855.91412, best error:       807.35303 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 119.6272201538s, input_fired_time: 1.3076109886, output_fired_time: 0.9401817918, propagate_forward_time: 46.5388336182, propagate_backward_time: 67.1899642944, weight_update_time: 0.2001416385, other_time: 3.6506271362
epoch time: 10.0527124405s, input_fired_time: 0.1525934190, output_fired_time: 0.0000000000, propagate_forward_time: 9.2688131332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6313056946
validation[          , genome  6801] predictions:    9710/  10000 (97.10%), best:    9750/10000 (97.50%), error:       934.27045, best error:       807.35303 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 119.6837615967s, input_fired_time: 1.2978152037, output_fired_time: 0.9843243957, propagate_forward_time: 46.7559509277, propagate_backward_time: 67.0381927490, weight_update_time: 0.1975084841, other_time: 3.6074829102
epoch time: 10.1761875153s, input_fired_time: 0.1488237083, output_fired_time: 0.0000000000, propagate_forward_time: 9.3718271255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6555366516
validation[          , genome  6801] predictions:    9743/  10000 (97.43%), best:    9750/10000 (97.50%), error:       854.76752, best error:       807.35303 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 119.2981262207s, input_fired_time: 1.3668297529, output_fired_time: 0.9525436163, propagate_forward_time: 46.8088645935, propagate_backward_time: 66.5524826050, weight_update_time: 0.2023010850, other_time: 3.6174087524
epoch time: 10.0004577637s, input_fired_time: 0.1512501985, output_fired_time: 0.0000000000, propagate_forward_time: 9.2129564285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6362514496
validation[          , genome  6801] predictions:    9747/  10000 (97.47%), best:    9750/10000 (97.50%), error:       848.96472, best error:       807.35303 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 119.3762741089s, input_fired_time: 1.2930215597, output_fired_time: 0.9336031079, propagate_forward_time: 46.4809494019, propagate_backward_time: 67.0609970093, weight_update_time: 0.2129880637, other_time: 3.6077041626
epoch time: 10.1443634033s, input_fired_time: 0.1532679796, output_fired_time: 0.0000000000, propagate_forward_time: 9.3529930115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6381025314
validation[          , genome  6801] predictions:    9726/  10000 (97.26%), best:    9750/10000 (97.50%), error:       862.94635, best error:       807.35303 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 119.8364944458s, input_fired_time: 1.3058825731, output_fired_time: 0.9330376387, propagate_forward_time: 46.8249320984, propagate_backward_time: 67.1406936646, weight_update_time: 0.2401463389, other_time: 3.6319503784
epoch time: 10.1141519547s, input_fired_time: 0.1577724814, output_fired_time: 0.0000000000, propagate_forward_time: 9.3174800873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6388998032
validation[          , genome  6801] predictions:    9712/  10000 (97.12%), best:    9750/10000 (97.50%), error:       964.89539, best error:       807.35303 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 119.3698883057s, input_fired_time: 1.2880250216, output_fired_time: 0.9403458834, propagate_forward_time: 46.6400222778, propagate_backward_time: 66.8891220093, weight_update_time: 0.2035761029, other_time: 3.6123733521
epoch time: 10.0701751709s, input_fired_time: 0.1516337991, output_fired_time: 0.0000000000, propagate_forward_time: 9.2950429916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6234979630
validation[          , genome  6801] predictions:    9694/  10000 (96.94%), best:    9750/10000 (97.50%), error:      1004.18073, best error:       807.35303 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 119.0682601929s, input_fired_time: 1.3167452812, output_fired_time: 0.9564029574, propagate_forward_time: 46.4874610901, propagate_backward_time: 66.7047271729, weight_update_time: 0.2000336200, other_time: 3.6029205322
epoch time: 10.0613803864s, input_fired_time: 0.1494390368, output_fired_time: 0.0000000000, propagate_forward_time: 9.2872772217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6246643066
validation[          , genome  6801] predictions:    9711/  10000 (97.11%), best:    9750/10000 (97.50%), error:       924.99860, best error:       807.35303 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 119.7583694458s, input_fired_time: 1.3045208454, output_fired_time: 0.9399098158, propagate_forward_time: 46.7566719055, propagate_backward_time: 67.1285781860, weight_update_time: 0.1974719316, other_time: 3.6286849976
epoch time: 10.1879568100s, input_fired_time: 0.1527568102, output_fired_time: 0.0000000000, propagate_forward_time: 9.3846120834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6505880356
validation[          , genome  6801] predictions:    9733/  10000 (97.33%), best:    9750/10000 (97.50%), error:       915.77594, best error:       807.35303 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 119.2790222168s, input_fired_time: 1.2964074612, output_fired_time: 0.9263594151, propagate_forward_time: 46.4333038330, propagate_backward_time: 67.0461273193, weight_update_time: 0.2104877383, other_time: 3.5768203735
epoch time: 10.1702699661s, input_fired_time: 0.1500537843, output_fired_time: 0.0000000000, propagate_forward_time: 9.3921222687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6280937195
validation[          , genome  6801] predictions:    9707/  10000 (97.07%), best:    9750/10000 (97.50%), error:       958.25604, best error:       807.35303 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 119.7324447632s, input_fired_time: 1.3180074692, output_fired_time: 0.9352948666, propagate_forward_time: 46.7580528259, propagate_backward_time: 67.0841064453, weight_update_time: 0.2002542317, other_time: 3.6369781494
epoch time: 10.1808357239s, input_fired_time: 0.1536260247, output_fired_time: 0.0000000000, propagate_forward_time: 9.3793182373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6478910446
validation[          , genome  6801] predictions:    9711/  10000 (97.11%), best:    9750/10000 (97.50%), error:       978.12500, best error:       807.35303 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 120.0570373535s, input_fired_time: 1.3073205948, output_fired_time: 0.9438456893, propagate_forward_time: 46.9724769592, propagate_backward_time: 67.2009963989, weight_update_time: 0.2017365098, other_time: 3.6323928833
epoch time: 10.1843214035s, input_fired_time: 0.1921903044, output_fired_time: 0.0000000000, propagate_forward_time: 9.3462104797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6459207535
validation[          , genome  6801] predictions:    9698/  10000 (96.98%), best:    9750/10000 (97.50%), error:       971.72369, best error:       807.35303 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 119.4091033936s, input_fired_time: 1.3091590405, output_fired_time: 0.9328459501, propagate_forward_time: 46.6985816956, propagate_backward_time: 66.8619079590, weight_update_time: 0.1987650841, other_time: 3.6066131592
epoch time: 10.1702747345s, input_fired_time: 0.1593729109, output_fired_time: 0.0000000000, propagate_forward_time: 9.3687477112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6421537399
validation[          , genome  6801] predictions:    9741/  10000 (97.41%), best:    9750/10000 (97.50%), error:       905.53467, best error:       807.35303 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 119.5953826904s, input_fired_time: 1.3068437576, output_fired_time: 0.9662679434, propagate_forward_time: 46.7414703369, propagate_backward_time: 67.0228424072, weight_update_time: 0.2006823868, other_time: 3.5579528809
epoch time: 10.1392698288s, input_fired_time: 0.1544319242, output_fired_time: 0.0000000000, propagate_forward_time: 9.3530664444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6317710876
validation[          , genome  6801] predictions:    9716/  10000 (97.16%), best:    9750/10000 (97.50%), error:       906.11945, best error:       807.35303 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 119.9602966309s, input_fired_time: 1.3245393038, output_fired_time: 0.9427570105, propagate_forward_time: 47.1403884888, propagate_backward_time: 66.9599990845, weight_update_time: 0.2001527548, other_time: 3.5926132202
epoch time: 10.0754489899s, input_fired_time: 0.1573818326, output_fired_time: 0.0000000000, propagate_forward_time: 9.2614736557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6565933228
validation[          , genome  6801] predictions:    9749/  10000 (97.49%), best:    9750/10000 (97.50%), error:       837.58197, best error:       807.35303 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 119.1361465454s, input_fired_time: 1.3371522427, output_fired_time: 0.9337829351, propagate_forward_time: 46.5453262329, propagate_backward_time: 66.7143325806, weight_update_time: 0.2003145665, other_time: 3.6055526733
epoch time: 10.2313661575s, input_fired_time: 0.1511821747, output_fired_time: 0.0000000000, propagate_forward_time: 9.4344930649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6456909180
validation[          , genome  6801] predictions:    9710/  10000 (97.10%), best:    9750/10000 (97.50%), error:       926.98035, best error:       807.35303 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 119.9587249756s, input_fired_time: 1.3800810575, output_fired_time: 0.9532440305, propagate_forward_time: 46.7670974731, propagate_backward_time: 67.2455978394, weight_update_time: 0.2009657323, other_time: 3.6127014160
epoch time: 9.9985723495s, input_fired_time: 0.1535411328, output_fired_time: 0.0000000000, propagate_forward_time: 9.2189931870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6260375977
validation[          , genome  6801] predictions:    9706/  10000 (97.06%), best:    9750/10000 (97.50%), error:       968.91656, best error:       807.35303 on epoch:    78, 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: 50.6171836853s, input_fired_time: 0.7911073565, output_fired_time: 0.0000000000, propagate_forward_time: 46.6622772217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1637992859
best training[          , genome  6801] predictions:   49621/  50000 (99.24%), best:    9750/10000 (97.50%), error:      1571.41199, best error:       807.35303 on epoch:    78, 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: 10.5073280334s, input_fired_time: 0.1498939693, output_fired_time: 0.0000000000, propagate_forward_time: 9.4609012604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8965330124
   testing[          , genome  6801] predictions:    9772/  10000 (97.72%), best:    9750/10000 (97.50%), error:       762.19373, best error:       807.35303 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:54:07 (20015): called boinc_finish(0)

</stderr_txt>
]]>