Nameexact_genome_1512568488_44_3921_0
Workunit2590889
Created7 Dec 2017, 7:18:48 UTC
Sent7 Dec 2017, 7:26:32 UTC
Report deadline9 Dec 2017, 11:34:10 UTC
Received7 Dec 2017, 8:39:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 12 min 21 sec
CPU time1 hours 11 min 57 sec
Validate stateValid
Credit542.99
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.54 MB
Peak swap size156.14 MB
Peak disk usage1.53 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0410035178, output_fired_time: 0.0000000000, propagate_forward_time: 2.9298415184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981876373
validation[          , genome  3921] predictions:    9429/  10000 (94.29%), best:    9505/10000 (95.05%), error:      1848.43738, best error:      1628.34094 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 39.1344757080s, input_fired_time: 0.3181004226, output_fired_time: 0.2903752923, propagate_forward_time: 14.5247774124, propagate_backward_time: 21.7883243561, weight_update_time: 0.1142898649, other_time: 2.2129001617
epoch time: 3.1052007675s, input_fired_time: 0.0389232598, output_fired_time: 0.0000000000, propagate_forward_time: 2.6990840435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671934605
validation[          , genome  3921] predictions:    9466/  10000 (94.66%), best:    9505/10000 (95.05%), error:      1765.00403, best error:      1628.34094 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 39.2730445862s, input_fired_time: 0.3245658278, output_fired_time: 0.2910568714, propagate_forward_time: 14.5419607162, propagate_backward_time: 21.8161678314, weight_update_time: 0.1166752353, other_time: 2.2992916107
epoch time: 3.3567841053s, input_fired_time: 0.0413598828, output_fired_time: 0.0000000000, propagate_forward_time: 2.9224998951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929243088
validation[          , genome  3921] predictions:    9485/  10000 (94.85%), best:    9505/10000 (95.05%), error:      1719.92529, best error:      1628.34094 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 39.1970176697s, input_fired_time: 0.3224718571, output_fired_time: 0.2909093499, propagate_forward_time: 14.5399389267, propagate_backward_time: 21.7420272827, weight_update_time: 0.1167484820, other_time: 2.3016700745
epoch time: 3.3757815361s, input_fired_time: 0.0416752622, output_fired_time: 0.0000000000, propagate_forward_time: 2.9407496452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933565617
validation[          , genome  3921] predictions:    9513/  10000 (95.13%), best:    9513/10000 (95.13%), error:      1625.14221, best error:      1625.14221 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 39.1011886597s, input_fired_time: 0.3199446797, output_fired_time: 0.2886086106, propagate_forward_time: 14.4973211288, propagate_backward_time: 21.7545852661, weight_update_time: 0.1151714921, other_time: 2.2407264709
epoch time: 3.3536117077s, input_fired_time: 0.0407869481, output_fired_time: 0.0000000000, propagate_forward_time: 2.9217634201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910613060
validation[          , genome  3921] predictions:    9506/  10000 (95.06%), best:    9513/10000 (95.13%), error:      1686.27454, best error:      1625.14221 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 39.0773277283s, input_fired_time: 0.3202832639, output_fired_time: 0.2892336547, propagate_forward_time: 14.4916973114, propagate_backward_time: 21.7399539948, weight_update_time: 0.1150839254, other_time: 2.2361602783
epoch time: 3.3334393501s, input_fired_time: 0.0409640968, output_fired_time: 0.0000000000, propagate_forward_time: 2.9027383327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3897368908
validation[          , genome  3921] predictions:    9505/  10000 (95.05%), best:    9513/10000 (95.13%), error:      1683.12512, best error:      1625.14221 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 38.6656150818s, input_fired_time: 0.3183072507, output_fired_time: 0.2864673436, propagate_forward_time: 14.3384275436, propagate_backward_time: 21.4917812347, weight_update_time: 0.1145647764, other_time: 2.2306308746
epoch time: 3.3513653278s, input_fired_time: 0.0412180461, output_fired_time: 0.0000000000, propagate_forward_time: 2.9155027866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3946444988
validation[          , genome  3921] predictions:    9425/  10000 (94.25%), best:    9513/10000 (95.13%), error:      1856.71118, best error:      1625.14221 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 39.0908813477s, input_fired_time: 0.3217622340, output_fired_time: 0.2904638052, propagate_forward_time: 14.4715566635, propagate_backward_time: 21.7484111786, weight_update_time: 0.1151131168, other_time: 2.2586879730
epoch time: 3.3800697327s, input_fired_time: 0.0414597280, output_fired_time: 0.0000000000, propagate_forward_time: 2.9404647350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981451988
validation[          , genome  3921] predictions:    9493/  10000 (94.93%), best:    9513/10000 (95.13%), error:      1650.12549, best error:      1625.14221 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 39.2305755615s, input_fired_time: 0.3223977685, output_fired_time: 0.2906586528, propagate_forward_time: 14.5073223114, propagate_backward_time: 21.8062057495, weight_update_time: 0.1166916341, other_time: 2.3039913177
epoch time: 3.3332169056s, input_fired_time: 0.0406492203, output_fired_time: 0.0000000000, propagate_forward_time: 2.9073169231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852508068
validation[          , genome  3921] predictions:    9488/  10000 (94.88%), best:    9513/10000 (95.13%), error:      1696.93115, best error:      1625.14221 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 38.2101745605s, input_fired_time: 0.3158998489, output_fired_time: 0.2836463451, propagate_forward_time: 14.1519975662, propagate_backward_time: 21.2716026306, weight_update_time: 0.1120298356, other_time: 2.1870307922
epoch time: 3.3497171402s, input_fired_time: 0.0415539294, output_fired_time: 0.0000000000, propagate_forward_time: 2.9133346081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3948285580
validation[          , genome  3921] predictions:    9432/  10000 (94.32%), best:    9513/10000 (95.13%), error:      1869.92712, best error:      1625.14221 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 39.3270225525s, input_fired_time: 0.3254783452, output_fired_time: 0.2908875942, propagate_forward_time: 14.5539445877, propagate_backward_time: 21.8418331146, weight_update_time: 0.1173249707, other_time: 2.3148822784
epoch time: 3.3524680138s, input_fired_time: 0.0413859934, output_fired_time: 0.0000000000, propagate_forward_time: 2.9173161983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937659264
validation[          , genome  3921] predictions:    9509/  10000 (95.09%), best:    9513/10000 (95.13%), error:      1633.38928, best error:      1625.14221 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 39.0227546692s, input_fired_time: 0.3219310343, output_fired_time: 0.2892239690, propagate_forward_time: 14.4951047897, propagate_backward_time: 21.6809101105, weight_update_time: 0.1149185970, other_time: 2.2355861664
epoch time: 3.3753702641s, input_fired_time: 0.0407449603, output_fired_time: 0.0000000000, propagate_forward_time: 2.9520635605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825616837
validation[          , genome  3921] predictions:    9528/  10000 (95.28%), best:    9528/10000 (95.28%), error:      1564.85095, best error:      1564.85095 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 39.0164146423s, input_fired_time: 0.3213942647, output_fired_time: 0.2897905707, propagate_forward_time: 14.4496307373, propagate_backward_time: 21.6928901672, weight_update_time: 0.1149365231, other_time: 2.2627067566
epoch time: 3.2704501152s, input_fired_time: 0.0404116362, output_fired_time: 0.0000000000, propagate_forward_time: 2.8484721184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815662861
validation[          , genome  3921] predictions:    9549/  10000 (95.49%), best:    9549/10000 (95.49%), error:      1530.53076, best error:      1530.53076 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 39.0505867004s, input_fired_time: 0.3238635063, output_fired_time: 0.2894467413, propagate_forward_time: 14.4035329819, propagate_backward_time: 21.7285671234, weight_update_time: 0.1165503263, other_time: 2.3051738739
epoch time: 3.0726840496s, input_fired_time: 0.0377354287, output_fired_time: 0.0000000000, propagate_forward_time: 2.6738543510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610942364
validation[          , genome  3921] predictions:    9311/  10000 (93.11%), best:    9549/10000 (95.49%), error:      2203.94482, best error:      1530.53076 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 39.1901626587s, input_fired_time: 0.3209504485, output_fired_time: 0.2898977995, propagate_forward_time: 14.4823865891, propagate_backward_time: 21.8423175812, weight_update_time: 0.1156374142, other_time: 2.2546100616
epoch time: 3.3654053211s, input_fired_time: 0.0409175195, output_fired_time: 0.0000000000, propagate_forward_time: 2.9376652241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868224621
validation[          , genome  3921] predictions:    9480/  10000 (94.80%), best:    9549/10000 (95.49%), error:      1727.71179, best error:      1530.53076 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 38.9835281372s, input_fired_time: 0.3212414384, output_fired_time: 0.2883274853, propagate_forward_time: 14.4122114182, propagate_backward_time: 21.6814384460, weight_update_time: 0.1161140651, other_time: 2.2803077698
epoch time: 3.1227447987s, input_fired_time: 0.0391869433, output_fired_time: 0.0000000000, propagate_forward_time: 2.7166295052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669283390
validation[          , genome  3921] predictions:    9543/  10000 (95.43%), best:    9549/10000 (95.49%), error:      1556.21667, best error:      1530.53076 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 39.0574836731s, input_fired_time: 0.3250503540, output_fired_time: 0.2883576751, propagate_forward_time: 14.4874973297, propagate_backward_time: 21.6638736725, weight_update_time: 0.1171052754, other_time: 2.2927055359
epoch time: 3.3106937408s, input_fired_time: 0.0414018556, output_fired_time: 0.0000000000, propagate_forward_time: 2.8766987324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925931454
validation[          , genome  3921] predictions:    9541/  10000 (95.41%), best:    9549/10000 (95.49%), error:      1567.35352, best error:      1530.53076 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 39.1156959534s, input_fired_time: 0.3236914873, output_fired_time: 0.2893862128, propagate_forward_time: 14.5128784180, propagate_backward_time: 21.6808090210, weight_update_time: 0.1169092432, other_time: 2.3089294434
epoch time: 3.3356118202s, input_fired_time: 0.0412963890, output_fired_time: 0.0000000000, propagate_forward_time: 2.9008548260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934605122
validation[          , genome  3921] predictions:    9466/  10000 (94.66%), best:    9549/10000 (95.49%), error:      1670.13281, best error:      1530.53076 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 39.1688232422s, input_fired_time: 0.3268269598, output_fired_time: 0.2900692225, propagate_forward_time: 14.4070892334, propagate_backward_time: 21.7940673828, weight_update_time: 0.1180991679, other_time: 2.3507690430
epoch time: 3.3573222160s, input_fired_time: 0.0414592177, output_fired_time: 0.0000000000, propagate_forward_time: 2.9231834412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926794529
validation[          , genome  3921] predictions:    9548/  10000 (95.48%), best:    9548/10000 (95.48%), error:      1514.28577, best error:      1514.28577 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 38.8288459778s, input_fired_time: 0.3219055831, output_fired_time: 0.2896121144, propagate_forward_time: 14.3395566940, propagate_backward_time: 21.5910892487, weight_update_time: 0.1164986044, other_time: 2.2866802216
epoch time: 3.3842921257s, input_fired_time: 0.0421370976, output_fired_time: 0.0000000000, propagate_forward_time: 2.9474704266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3946845531
validation[          , genome  3921] predictions:    9492/  10000 (94.92%), best:    9548/10000 (95.48%), error:      1604.62537, best error:      1514.28577 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 39.1242370605s, input_fired_time: 0.3237306476, output_fired_time: 0.2897732258, propagate_forward_time: 14.4990568161, propagate_backward_time: 21.7242641449, weight_update_time: 0.1164279729, other_time: 2.2874126434
epoch time: 3.3677973747s, input_fired_time: 0.0420951061, output_fired_time: 0.0000000000, propagate_forward_time: 2.9228525162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4028496742
validation[          , genome  3921] predictions:    9475/  10000 (94.75%), best:    9548/10000 (95.48%), error:      1736.12866, best error:      1514.28577 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 39.2267494202s, input_fired_time: 0.3260497153, output_fired_time: 0.2899883687, propagate_forward_time: 14.5366735458, propagate_backward_time: 21.7663574219, weight_update_time: 0.1175707281, other_time: 2.3076782227
epoch time: 3.3625354767s, input_fired_time: 0.0416522250, output_fired_time: 0.0000000000, propagate_forward_time: 2.9255769253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953063488
validation[          , genome  3921] predictions:    9543/  10000 (95.43%), best:    9543/10000 (95.43%), error:      1514.15735, best error:      1514.15735 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 39.2438888550s, input_fired_time: 0.3247683942, output_fired_time: 0.2903310061, propagate_forward_time: 14.5642757416, propagate_backward_time: 21.7769889832, weight_update_time: 0.1166066453, other_time: 2.2875232697
epoch time: 3.3215155602s, input_fired_time: 0.0419184826, output_fired_time: 0.0000000000, propagate_forward_time: 2.8818054199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3977916241
validation[          , genome  3921] predictions:    9551/  10000 (95.51%), best:    9543/10000 (95.43%), error:      1518.70313, best error:      1514.15735 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 39.2168540955s, input_fired_time: 0.3251912892, output_fired_time: 0.2918365598, propagate_forward_time: 14.5145673752, propagate_backward_time: 21.8116359711, weight_update_time: 0.1166138202, other_time: 2.2736225128
epoch time: 3.3506293297s, input_fired_time: 0.0414643176, output_fired_time: 0.0000000000, propagate_forward_time: 2.9181704521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909945488
validation[          , genome  3921] predictions:    9513/  10000 (95.13%), best:    9543/10000 (95.43%), error:      1578.91614, best error:      1514.15735 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 39.1556739807s, input_fired_time: 0.3264175057, output_fired_time: 0.2895412147, propagate_forward_time: 14.4989509583, propagate_backward_time: 21.7411022186, weight_update_time: 0.1171934009, other_time: 2.2996654510
epoch time: 3.3251142502s, input_fired_time: 0.0413317345, output_fired_time: 0.0000000000, propagate_forward_time: 2.8995375633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842449188
validation[          , genome  3921] predictions:    9516/  10000 (95.16%), best:    9543/10000 (95.43%), error:      1560.29651, best error:      1514.15735 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 39.1319732666s, input_fired_time: 0.3256935477, output_fired_time: 0.2902191877, propagate_forward_time: 14.5029039383, propagate_backward_time: 21.7278366089, weight_update_time: 0.1163700819, other_time: 2.2853202820
epoch time: 3.3252046108s, input_fired_time: 0.0408535227, output_fired_time: 0.0000000000, propagate_forward_time: 2.8999624252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3843886852
validation[          , genome  3921] predictions:    9542/  10000 (95.42%), best:    9543/10000 (95.43%), error:      1570.44934, best error:      1514.15735 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 39.3362197876s, input_fired_time: 0.3247069120, output_fired_time: 0.2913005948, propagate_forward_time: 14.5673122406, propagate_backward_time: 21.8752365112, weight_update_time: 0.1168687567, other_time: 2.2776622772
epoch time: 3.3738551140s, input_fired_time: 0.0423311442, output_fired_time: 0.0000000000, propagate_forward_time: 2.9301886559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4013352394
validation[          , genome  3921] predictions:    9476/  10000 (94.76%), best:    9543/10000 (95.43%), error:      1679.39221, best error:      1514.15735 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 39.2128601074s, input_fired_time: 0.3300669491, output_fired_time: 0.2910988629, propagate_forward_time: 14.4675884247, propagate_backward_time: 21.7646923065, weight_update_time: 0.1189721003, other_time: 2.3594131470
epoch time: 3.3578696251s, input_fired_time: 0.0416675992, output_fired_time: 0.0000000000, propagate_forward_time: 2.9273753166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3888266087
validation[          , genome  3921] predictions:    9531/  10000 (95.31%), best:    9543/10000 (95.43%), error:      1569.86707, best error:      1514.15735 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 39.3432197571s, input_fired_time: 0.3269910216, output_fired_time: 0.2911312580, propagate_forward_time: 14.5210990906, propagate_backward_time: 21.8855457306, weight_update_time: 0.1185973063, other_time: 2.3184528351
epoch time: 3.3144893646s, input_fired_time: 0.0411023460, output_fired_time: 0.0000000000, propagate_forward_time: 2.8803217411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930652142
validation[          , genome  3921] predictions:    9558/  10000 (95.58%), best:    9558/10000 (95.58%), error:      1461.49805, best error:      1461.49805 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 39.0117568970s, input_fired_time: 0.3256350458, output_fired_time: 0.2895438075, propagate_forward_time: 14.4268188477, propagate_backward_time: 21.6828842163, weight_update_time: 0.1163956895, other_time: 2.2868766785
epoch time: 3.3891999722s, input_fired_time: 0.0428441614, output_fired_time: 0.0000000000, propagate_forward_time: 2.9387874603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4075684547
validation[          , genome  3921] predictions:    9539/  10000 (95.39%), best:    9558/10000 (95.58%), error:      1511.81567, best error:      1461.49805 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 38.7506370544s, input_fired_time: 0.3256565928, output_fired_time: 0.2885645628, propagate_forward_time: 14.3231925964, propagate_backward_time: 21.5408554077, weight_update_time: 0.1154223979, other_time: 2.2723693848
epoch time: 3.3481583595s, input_fired_time: 0.0418447405, output_fired_time: 0.0000000000, propagate_forward_time: 2.9110605717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952529430
validation[          , genome  3921] predictions:    9550/  10000 (95.50%), best:    9558/10000 (95.58%), error:      1497.43896, best error:      1461.49805 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 38.8547286987s, input_fired_time: 0.3247604370, output_fired_time: 0.2867852449, propagate_forward_time: 14.3397130966, propagate_backward_time: 21.6129360199, weight_update_time: 0.1164904088, other_time: 2.2905330658
epoch time: 3.3768825531s, input_fired_time: 0.0435292274, output_fired_time: 0.0000000000, propagate_forward_time: 2.9248509407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4085023403
validation[          , genome  3921] predictions:    9462/  10000 (94.62%), best:    9558/10000 (95.58%), error:      1820.79077, best error:      1461.49805 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 39.3276596069s, input_fired_time: 0.3289678097, output_fired_time: 0.2918289602, propagate_forward_time: 14.5026855469, propagate_backward_time: 21.8463020325, weight_update_time: 0.1192347556, other_time: 2.3578758240
epoch time: 3.3560540676s, input_fired_time: 0.0426972173, output_fired_time: 0.0000000000, propagate_forward_time: 2.9098162651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035406113
validation[          , genome  3921] predictions:    9571/  10000 (95.71%), best:    9571/10000 (95.71%), error:      1447.57935, best error:      1447.57935 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 39.3761520386s, input_fired_time: 0.3291420639, output_fired_time: 0.2920885384, propagate_forward_time: 14.5664281845, propagate_backward_time: 21.8752059937, weight_update_time: 0.1181508377, other_time: 2.3132858276
epoch time: 3.2535934448s, input_fired_time: 0.0410706028, output_fired_time: 0.0000000000, propagate_forward_time: 2.8293302059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3831925392
validation[          , genome  3921] predictions:    9525/  10000 (95.25%), best:    9571/10000 (95.71%), error:      1626.08118, best error:      1447.57935 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 39.2846908569s, input_fired_time: 0.3299404979, output_fired_time: 0.2912520766, propagate_forward_time: 14.5054712296, propagate_backward_time: 21.8106498718, weight_update_time: 0.1195737123, other_time: 2.3473777771
epoch time: 3.3445904255s, input_fired_time: 0.0417643636, output_fired_time: 0.0000000000, propagate_forward_time: 2.9122490883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905770779
validation[          , genome  3921] predictions:    9545/  10000 (95.45%), best:    9545/10000 (95.45%), error:      1436.42566, best error:      1436.42566 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 38.8709526062s, input_fired_time: 0.3261122704, output_fired_time: 0.2872653604, propagate_forward_time: 14.3720493317, propagate_backward_time: 21.5770301819, weight_update_time: 0.1171621382, other_time: 2.3084964752
epoch time: 3.3706829548s, input_fired_time: 0.0421939269, output_fired_time: 0.0000000000, propagate_forward_time: 2.9347007275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937883377
validation[          , genome  3921] predictions:    9557/  10000 (95.57%), best:    9545/10000 (95.45%), error:      1491.49561, best error:      1436.42566 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 38.9415130615s, input_fired_time: 0.3276445270, output_fired_time: 0.2889878750, propagate_forward_time: 14.3777236938, propagate_backward_time: 21.6181449890, weight_update_time: 0.1172076911, other_time: 2.3290138245
epoch time: 3.2760596275s, input_fired_time: 0.0409303010, output_fired_time: 0.0000000000, propagate_forward_time: 2.8533313274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817980289
validation[          , genome  3921] predictions:    9543/  10000 (95.43%), best:    9545/10000 (95.45%), error:      1502.14124, best error:      1436.42566 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 39.1375503540s, input_fired_time: 0.3286952078, output_fired_time: 0.2911050022, propagate_forward_time: 14.4586181641, propagate_backward_time: 21.7494354248, weight_update_time: 0.1173388436, other_time: 2.3097000122
epoch time: 3.3686144352s, input_fired_time: 0.0428293236, output_fired_time: 0.0000000000, propagate_forward_time: 2.9182791710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4075059891
validation[          , genome  3921] predictions:    9559/  10000 (95.59%), best:    9545/10000 (95.45%), error:      1450.23035, best error:      1436.42566 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 39.2296371460s, input_fired_time: 0.3283487558, output_fired_time: 0.2908561528, propagate_forward_time: 14.5438632965, propagate_backward_time: 21.7680015564, weight_update_time: 0.1173403561, other_time: 2.2985668182
epoch time: 3.3273415565s, input_fired_time: 0.0419466421, output_fired_time: 0.0000000000, propagate_forward_time: 2.8900997639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952951431
validation[          , genome  3921] predictions:    9511/  10000 (95.11%), best:    9545/10000 (95.45%), error:      1547.39709, best error:      1436.42566 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 39.2330932617s, input_fired_time: 0.3285750449, output_fired_time: 0.2918839753, propagate_forward_time: 14.5140132904, propagate_backward_time: 21.7699851990, weight_update_time: 0.1184523851, other_time: 2.3286342621
epoch time: 3.3880324364s, input_fired_time: 0.0425210968, output_fired_time: 0.0000000000, propagate_forward_time: 2.9426271915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4028842449
validation[          , genome  3921] predictions:    9559/  10000 (95.59%), best:    9545/10000 (95.45%), error:      1483.70813, best error:      1436.42566 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 39.2904205322s, input_fired_time: 0.3304744661, output_fired_time: 0.2910481691, propagate_forward_time: 14.5081214905, propagate_backward_time: 21.8362140656, weight_update_time: 0.1178420782, other_time: 2.3245601654
epoch time: 3.2032270432s, input_fired_time: 0.0410158187, output_fired_time: 0.0000000000, propagate_forward_time: 2.7707834244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3914277554
validation[          , genome  3921] predictions:    9555/  10000 (95.55%), best:    9545/10000 (95.45%), error:      1479.11572, best error:      1436.42566 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 39.1138877869s, input_fired_time: 0.3279794753, output_fired_time: 0.2901766300, propagate_forward_time: 14.4530591965, propagate_backward_time: 21.7154979706, weight_update_time: 0.1174704283, other_time: 2.3271732330
epoch time: 3.3628211021s, input_fired_time: 0.0415831059, output_fired_time: 0.0000000000, propagate_forward_time: 2.9294161797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918218613
validation[          , genome  3921] predictions:    9496/  10000 (94.96%), best:    9545/10000 (95.45%), error:      1751.21301, best error:      1436.42566 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 39.2029800415s, input_fired_time: 0.3308446407, output_fired_time: 0.2910329103, propagate_forward_time: 14.4652681351, propagate_backward_time: 21.7722625732, weight_update_time: 0.1188875884, other_time: 2.3435707092
epoch time: 3.3978333473s, input_fired_time: 0.0433413163, output_fired_time: 0.0000000000, propagate_forward_time: 2.9452002048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4092917442
validation[          , genome  3921] predictions:    9488/  10000 (94.88%), best:    9545/10000 (95.45%), error:      1636.54639, best error:      1436.42566 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 39.0748748779s, input_fired_time: 0.3288221061, output_fired_time: 0.2897256613, propagate_forward_time: 14.3901004791, propagate_backward_time: 21.7560596466, weight_update_time: 0.1183955744, other_time: 2.3101654053
epoch time: 3.2632892132s, input_fired_time: 0.0415907875, output_fired_time: 0.0000000000, propagate_forward_time: 2.8236002922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3980982304
validation[          , genome  3921] predictions:    9552/  10000 (95.52%), best:    9545/10000 (95.45%), error:      1520.21484, best error:      1436.42566 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 38.8356285095s, input_fired_time: 0.3276712596, output_fired_time: 0.2872979343, propagate_forward_time: 14.3710165024, propagate_backward_time: 21.5565719604, weight_update_time: 0.1164899021, other_time: 2.2930717468
epoch time: 3.3821778297s, input_fired_time: 0.0431134813, output_fired_time: 0.0000000000, propagate_forward_time: 2.9300510883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4090132713
validation[          , genome  3921] predictions:    9582/  10000 (95.82%), best:    9545/10000 (95.45%), error:      1449.97034, best error:      1436.42566 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 39.5282592773s, input_fired_time: 0.3336947262, output_fired_time: 0.2939673960, propagate_forward_time: 14.6091623306, propagate_backward_time: 21.9246902466, weight_update_time: 0.1195168421, other_time: 2.3667449951
epoch time: 3.3027071953s, input_fired_time: 0.0427330695, output_fired_time: 0.0000000000, propagate_forward_time: 2.8589520454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010221958
validation[          , genome  3921] predictions:    9550/  10000 (95.50%), best:    9545/10000 (95.45%), error:      1465.95349, best error:      1436.42566 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 39.4056015015s, input_fired_time: 0.3314655125, output_fired_time: 0.2914387882, propagate_forward_time: 14.5880184174, propagate_backward_time: 21.8964138031, weight_update_time: 0.1175896600, other_time: 2.2982635498
epoch time: 3.3645765781s, input_fired_time: 0.0428129397, output_fired_time: 0.0000000000, propagate_forward_time: 2.9190242290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4027395248
validation[          , genome  3921] predictions:    9574/  10000 (95.74%), best:    9545/10000 (95.45%), error:      1444.33557, best error:      1436.42566 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 39.4821815491s, input_fired_time: 0.3309526443, output_fired_time: 0.2920146585, propagate_forward_time: 14.6148805618, propagate_backward_time: 21.9192790985, weight_update_time: 0.1182511821, other_time: 2.3250560760
epoch time: 3.3414113522s, input_fired_time: 0.0417740904, output_fired_time: 0.0000000000, propagate_forward_time: 2.9062244892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934128284
validation[          , genome  3921] predictions:    9494/  10000 (94.94%), best:    9545/10000 (95.45%), error:      1628.06860, best error:      1436.42566 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 39.2355079651s, input_fired_time: 0.3307603896, output_fired_time: 0.2909443378, propagate_forward_time: 14.4744806290, propagate_backward_time: 21.8023529053, weight_update_time: 0.1181815490, other_time: 2.3369712830
epoch time: 3.3356657028s, input_fired_time: 0.0433300585, output_fired_time: 0.0000000000, propagate_forward_time: 2.8893067837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030289650
validation[          , genome  3921] predictions:    9537/  10000 (95.37%), best:    9545/10000 (95.45%), error:      1543.30359, best error:      1436.42566 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 38.9181022644s, input_fired_time: 0.3293240666, output_fired_time: 0.2879025340, propagate_forward_time: 14.3628091812, propagate_backward_time: 21.6195049286, weight_update_time: 0.1173259988, other_time: 2.3185634613
epoch time: 3.3944263458s, input_fired_time: 0.0434283651, output_fired_time: 0.0000000000, propagate_forward_time: 2.9452900887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4057078362
validation[          , genome  3921] predictions:    9557/  10000 (95.57%), best:    9545/10000 (95.45%), error:      1460.08765, best error:      1436.42566 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 39.2904319763s, input_fired_time: 0.3302531242, output_fired_time: 0.2910591364, propagate_forward_time: 14.5531730652, propagate_backward_time: 21.8065872192, weight_update_time: 0.1173510998, other_time: 2.3093605042
epoch time: 3.3649284840s, input_fired_time: 0.0424617082, output_fired_time: 0.0000000000, propagate_forward_time: 2.9273083210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951585293
validation[          , genome  3921] predictions:    9483/  10000 (94.83%), best:    9545/10000 (95.45%), error:      1769.46436, best error:      1436.42566 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 39.1702651978s, input_fired_time: 0.3293950558, output_fired_time: 0.2908776104, propagate_forward_time: 14.4910430908, propagate_backward_time: 21.7685699463, weight_update_time: 0.1166583151, other_time: 2.2903785706
epoch time: 3.3298046589s, input_fired_time: 0.0420382693, output_fired_time: 0.0000000000, propagate_forward_time: 2.8879632950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998031616
validation[          , genome  3921] predictions:    9553/  10000 (95.53%), best:    9545/10000 (95.45%), error:      1468.17090, best error:      1436.42566 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 38.8084716797s, input_fired_time: 0.3252853751, output_fired_time: 0.2872921824, propagate_forward_time: 14.3604383469, propagate_backward_time: 21.5646781921, weight_update_time: 0.1161351204, other_time: 2.2707748413
epoch time: 3.2154483795s, input_fired_time: 0.0410291255, output_fired_time: 0.0000000000, propagate_forward_time: 2.7886073589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3858118057
validation[          , genome  3921] predictions:    9564/  10000 (95.64%), best:    9545/10000 (95.45%), error:      1511.00684, best error:      1436.42566 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 39.1036796570s, input_fired_time: 0.3313709795, output_fired_time: 0.2918737531, propagate_forward_time: 14.4432840347, propagate_backward_time: 21.6956691742, weight_update_time: 0.1188087836, other_time: 2.3414821625
epoch time: 3.1414098740s, input_fired_time: 0.0404439121, output_fired_time: 0.0000000000, propagate_forward_time: 2.7246346474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763313293
validation[          , genome  3921] predictions:    9548/  10000 (95.48%), best:    9545/10000 (95.45%), error:      1501.09741, best error:      1436.42566 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 39.0153312683s, input_fired_time: 0.3308691084, output_fired_time: 0.2893311381, propagate_forward_time: 14.3806724548, propagate_backward_time: 21.6778202057, weight_update_time: 0.1183203384, other_time: 2.3366413116
epoch time: 3.3387935162s, input_fired_time: 0.0424929336, output_fired_time: 0.0000000000, propagate_forward_time: 2.9015483856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3947522640
validation[          , genome  3921] predictions:    9517/  10000 (95.17%), best:    9545/10000 (95.45%), error:      1584.63684, best error:      1436.42566 on epoch:    48, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 39.4249649048s, input_fired_time: 0.3301346898, output_fired_time: 0.2910258174, propagate_forward_time: 14.5900163651, propagate_backward_time: 21.9060497284, weight_update_time: 0.1176711097, other_time: 2.3077373505
epoch time: 3.3479619026s, input_fired_time: 0.0427806899, output_fired_time: 0.0000000000, propagate_forward_time: 2.9069554806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3982257843
validation[          , genome  3921] predictions:    9552/  10000 (95.52%), best:    9545/10000 (95.45%), error:      1500.32520, best error:      1436.42566 on epoch:    48, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 39.3498802185s, input_fired_time: 0.3318637609, output_fired_time: 0.2915581167, propagate_forward_time: 14.5312185287, propagate_backward_time: 21.8445034027, weight_update_time: 0.1192879826, other_time: 2.3507366180
epoch time: 3.3605744839s, input_fired_time: 0.0433694720, output_fired_time: 0.0000000000, propagate_forward_time: 2.9118735790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053313732
validation[          , genome  3921] predictions:    9545/  10000 (95.45%), best:    9545/10000 (95.45%), error:      1557.44324, best error:      1436.42566 on epoch:    48, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 39.4050750732s, input_fired_time: 0.3339203894, output_fired_time: 0.2933477461, propagate_forward_time: 14.5365285873, propagate_backward_time: 21.8687381744, weight_update_time: 0.1201271564, other_time: 2.3725414276
epoch time: 3.3618671894s, input_fired_time: 0.0419425368, output_fired_time: 0.0000000000, propagate_forward_time: 2.9339823723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859422207
validation[          , genome  3921] predictions:    9496/  10000 (94.96%), best:    9545/10000 (95.45%), error:      1687.30383, best error:      1436.42566 on epoch:    48, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 39.1492080688s, input_fired_time: 0.3312808871, output_fired_time: 0.2901133895, propagate_forward_time: 14.4856395721, propagate_backward_time: 21.7208023071, weight_update_time: 0.1183279976, other_time: 2.3213748932
epoch time: 3.2971956730s, input_fired_time: 0.0423152745, output_fired_time: 0.0000000000, propagate_forward_time: 2.8667716980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3881087303
validation[          , genome  3921] predictions:    9550/  10000 (95.50%), best:    9545/10000 (95.45%), error:      1487.50659, best error:      1436.42566 on epoch:    48, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 38.2166061401s, input_fired_time: 0.3253095150, output_fired_time: 0.2840865850, propagate_forward_time: 14.1115417480, propagate_backward_time: 21.2511291504, weight_update_time: 0.1145371422, other_time: 2.2445373535
epoch time: 3.2172777653s, input_fired_time: 0.0413393974, output_fired_time: 0.0000000000, propagate_forward_time: 2.7923848629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835535049
validation[          , genome  3921] predictions:    9536/  10000 (95.36%), best:    9545/10000 (95.45%), error:      1486.17676, best error:      1436.42566 on epoch:    48, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 39.4836540222s, input_fired_time: 0.3353261650, output_fired_time: 0.2931051254, propagate_forward_time: 14.5835132599, propagate_backward_time: 21.9154853821, weight_update_time: 0.1201251373, other_time: 2.3562221527
epoch time: 3.3405694962s, input_fired_time: 0.0429578237, output_fired_time: 0.0000000000, propagate_forward_time: 2.8982853889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993263245
validation[          , genome  3921] predictions:    9540/  10000 (95.40%), best:    9545/10000 (95.45%), error:      1504.07251, best error:      1436.42566 on epoch:    48, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 39.0029716492s, input_fired_time: 0.3311565816, output_fired_time: 0.2884356081, propagate_forward_time: 14.4178075790, propagate_backward_time: 21.6288623810, weight_update_time: 0.1182829216, other_time: 2.3367061615
epoch time: 3.3554761410s, input_fired_time: 0.0430453978, output_fired_time: 0.0000000000, propagate_forward_time: 2.9173707962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950600624
validation[          , genome  3921] predictions:    9551/  10000 (95.51%), best:    9545/10000 (95.45%), error:      1457.04077, best error:      1436.42566 on epoch:    48, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 39.1411132813s, input_fired_time: 0.3330744505, output_fired_time: 0.2907974124, propagate_forward_time: 14.4410524368, propagate_backward_time: 21.7606544495, weight_update_time: 0.1174765453, other_time: 2.3155364990
epoch time: 3.4659814835s, input_fired_time: 0.0455034859, output_fired_time: 0.0000000000, propagate_forward_time: 3.0140964985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063816071
validation[          , genome  3921] predictions:    9454/  10000 (94.54%), best:    9545/10000 (95.45%), error:      1779.46558, best error:      1436.42566 on epoch:    48, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 38.9777450562s, input_fired_time: 0.3324793577, output_fired_time: 0.2896658778, propagate_forward_time: 14.3907804489, propagate_backward_time: 21.6128101349, weight_update_time: 0.1182947159, other_time: 2.3520107269
epoch time: 3.3659546375s, input_fired_time: 0.0433034226, output_fired_time: 0.0000000000, propagate_forward_time: 2.9219546318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4006965160
validation[          , genome  3921] predictions:    9570/  10000 (95.70%), best:    9545/10000 (95.45%), error:      1453.55347, best error:      1436.42566 on epoch:    48, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 39.0130004883s, input_fired_time: 0.3307597041, output_fired_time: 0.2893118858, propagate_forward_time: 14.3811788559, propagate_backward_time: 21.6834068298, weight_update_time: 0.1179214567, other_time: 2.3283424377
epoch time: 3.3363616467s, input_fired_time: 0.0425036810, output_fired_time: 0.0000000000, propagate_forward_time: 2.8989224434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949356079
validation[          , genome  3921] predictions:    9540/  10000 (95.40%), best:    9545/10000 (95.45%), error:      1546.69556, best error:      1436.42566 on epoch:    48, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 39.3579444885s, input_fired_time: 0.3313843012, output_fired_time: 0.2907455564, propagate_forward_time: 14.5898418427, propagate_backward_time: 21.8803710938, weight_update_time: 0.1154054925, other_time: 2.2656040192
epoch time: 3.3187470436s, input_fired_time: 0.0423357561, output_fired_time: 0.0000000000, propagate_forward_time: 2.8899419308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864693642
validation[          , genome  3921] predictions:    9562/  10000 (95.62%), best:    9545/10000 (95.45%), error:      1488.94849, best error:      1436.42566 on epoch:    48, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 39.2713241577s, input_fired_time: 0.3304713070, output_fired_time: 0.2902382016, propagate_forward_time: 14.5835332870, propagate_backward_time: 21.8126716614, weight_update_time: 0.1147828996, other_time: 2.2544097900
epoch time: 3.3202109337s, input_fired_time: 0.0420034863, output_fired_time: 0.0000000000, propagate_forward_time: 2.8936853409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3845221996
validation[          , genome  3921] predictions:    9548/  10000 (95.48%), best:    9545/10000 (95.45%), error:      1510.29285, best error:      1436.42566 on epoch:    48, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 38.9101638794s, input_fired_time: 0.3282236755, output_fired_time: 0.2872645855, propagate_forward_time: 14.4578952789, propagate_backward_time: 21.6354351044, weight_update_time: 0.1128731444, other_time: 2.2013435364
epoch time: 3.2560293674s, input_fired_time: 0.0420121737, output_fired_time: 0.0000000000, propagate_forward_time: 2.8382349014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757822514
validation[          , genome  3921] predictions:    9549/  10000 (95.49%), best:    9545/10000 (95.45%), error:      1538.31848, best error:      1436.42566 on epoch:    48, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 39.5278511047s, input_fired_time: 0.3342329860, output_fired_time: 0.2925690413, propagate_forward_time: 14.6573505402, propagate_backward_time: 21.9454193115, weight_update_time: 0.1164013520, other_time: 2.2982807159
epoch time: 3.4027705193s, input_fired_time: 0.0423920900, output_fired_time: 0.0000000000, propagate_forward_time: 2.9700682163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3903102875
validation[          , genome  3921] predictions:    9545/  10000 (95.45%), best:    9545/10000 (95.45%), error:      1532.52649, best error:      1436.42566 on epoch:    48, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 39.9360466003s, input_fired_time: 0.3399219215, output_fired_time: 0.2969998121, propagate_forward_time: 14.7863254547, propagate_backward_time: 22.1839656830, weight_update_time: 0.1177499965, other_time: 2.3288345337
epoch time: 3.3757112026s, input_fired_time: 0.0428718105, output_fired_time: 0.0000000000, propagate_forward_time: 2.9461479187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3866915703
validation[          , genome  3921] predictions:    9540/  10000 (95.40%), best:    9545/10000 (95.45%), error:      1519.77356, best error:      1436.42566 on epoch:    48, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 39.5072555542s, input_fired_time: 0.3341491818, output_fired_time: 0.2921215892, propagate_forward_time: 14.6252212524, propagate_backward_time: 21.9706420898, weight_update_time: 0.1171724647, other_time: 2.2851219177
epoch time: 3.2947573662s, input_fired_time: 0.0424478836, output_fired_time: 0.0000000000, propagate_forward_time: 2.8617770672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905324936
validation[          , genome  3921] predictions:    9552/  10000 (95.52%), best:    9545/10000 (95.45%), error:      1493.29968, best error:      1436.42566 on epoch:    48, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 39.2822036743s, input_fired_time: 0.3314140439, output_fired_time: 0.2939153612, propagate_forward_time: 14.5217447281, propagate_backward_time: 21.8819541931, weight_update_time: 0.1153711826, other_time: 2.2531776428
epoch time: 3.3695907593s, input_fired_time: 0.0441287868, output_fired_time: 0.0000000000, propagate_forward_time: 2.9326560497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928058147
validation[          , genome  3921] predictions:    9532/  10000 (95.32%), best:    9545/10000 (95.45%), error:      1539.92712, best error:      1436.42566 on epoch:    48, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 39.4626884460s, input_fired_time: 0.3336620331, output_fired_time: 0.2917380035, propagate_forward_time: 14.6127023697, propagate_backward_time: 21.9451427460, weight_update_time: 0.1153527945, other_time: 2.2794475555
epoch time: 3.3787355423s, input_fired_time: 0.0433961041, output_fired_time: 0.0000000000, propagate_forward_time: 2.9366245270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3987150192
validation[          , genome  3921] predictions:    9564/  10000 (95.64%), best:    9545/10000 (95.45%), error:      1528.26074, best error:      1436.42566 on epoch:    48, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 39.8876533508s, input_fired_time: 0.3455225527, output_fired_time: 0.2953378260, propagate_forward_time: 14.7728128433, propagate_backward_time: 22.1185264587, weight_update_time: 0.1171426922, other_time: 2.3554534912
epoch time: 3.4206871986s, input_fired_time: 0.0430213287, output_fired_time: 0.0000000000, propagate_forward_time: 2.9878418446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3898239136
validation[          , genome  3921] predictions:    9517/  10000 (95.17%), best:    9545/10000 (95.45%), error:      1564.50977, best error:      1436.42566 on epoch:    48, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 40.1668395996s, input_fired_time: 0.3349514306, output_fired_time: 0.3245099187, propagate_forward_time: 14.8378572464, propagate_backward_time: 22.3790645599, weight_update_time: 0.1143896878, other_time: 2.2904567719
epoch time: 3.4051184654s, input_fired_time: 0.0433377214, output_fired_time: 0.0000000000, propagate_forward_time: 2.9594686031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023120403
validation[          , genome  3921] predictions:    9518/  10000 (95.18%), best:    9545/10000 (95.45%), error:      1581.50317, best error:      1436.42566 on epoch:    48, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 39.4769592285s, input_fired_time: 0.3355562091, output_fired_time: 0.2919963598, propagate_forward_time: 14.5995569229, propagate_backward_time: 22.0042495728, weight_update_time: 0.1147885472, other_time: 2.2456016541
epoch time: 3.4150526524s, input_fired_time: 0.0433269814, output_fired_time: 0.0000000000, propagate_forward_time: 2.9829854965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887400627
validation[          , genome  3921] predictions:    9555/  10000 (95.55%), best:    9545/10000 (95.45%), error:      1514.69360, best error:      1436.42566 on epoch:    48, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 39.0274581909s, input_fired_time: 0.3298632205, output_fired_time: 0.2884184718, propagate_forward_time: 14.4722423553, propagate_backward_time: 21.7162799835, weight_update_time: 0.1135771349, other_time: 2.2206535339
epoch time: 3.3492751122s, input_fired_time: 0.0426142886, output_fired_time: 0.0000000000, propagate_forward_time: 2.9207742214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3858866692
validation[          , genome  3921] predictions:    9286/  10000 (92.86%), best:    9545/10000 (95.45%), error:      2270.30273, best error:      1436.42566 on epoch:    48, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 39.3363571167s, input_fired_time: 0.3314556479, output_fired_time: 0.2903170288, propagate_forward_time: 14.6044721603, propagate_backward_time: 21.8817253113, weight_update_time: 0.1139790267, other_time: 2.2283859253
epoch time: 3.3955867290s, input_fired_time: 0.0435486808, output_fired_time: 0.0000000000, propagate_forward_time: 2.9591941833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928439617
validation[          , genome  3921] predictions:    9565/  10000 (95.65%), best:    9545/10000 (95.45%), error:      1473.32263, best error:      1436.42566 on epoch:    48, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 39.2632865906s, input_fired_time: 0.3321581483, output_fired_time: 0.2916634083, propagate_forward_time: 14.5674085617, propagate_backward_time: 21.8301830292, weight_update_time: 0.1139627323, other_time: 2.2418727875
epoch time: 3.3366296291s, input_fired_time: 0.0423316658, output_fired_time: 0.0000000000, propagate_forward_time: 2.9161980152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780999184
validation[          , genome  3921] predictions:    9531/  10000 (95.31%), best:    9545/10000 (95.45%), error:      1521.56409, best error:      1436.42566 on epoch:    48, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 39.3437309265s, input_fired_time: 0.3313577175, output_fired_time: 0.2911695838, propagate_forward_time: 14.5860891342, propagate_backward_time: 21.8963165283, weight_update_time: 0.1145749763, other_time: 2.2388000488
epoch time: 3.3493754864s, input_fired_time: 0.0433449037, output_fired_time: 0.0000000000, propagate_forward_time: 2.9140484333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3919820786
validation[          , genome  3921] predictions:    9577/  10000 (95.77%), best:    9545/10000 (95.45%), error:      1489.78918, best error:      1436.42566 on epoch:    48, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 39.0492515564s, input_fired_time: 0.3299395144, output_fired_time: 0.2895101309, propagate_forward_time: 14.4893255234, propagate_backward_time: 21.7310009003, weight_update_time: 0.1134040803, other_time: 2.2094745636
epoch time: 3.3607046604s, input_fired_time: 0.0432711765, output_fired_time: 0.0000000000, propagate_forward_time: 2.9278202057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896133900
validation[          , genome  3921] predictions:    9553/  10000 (95.53%), best:    9545/10000 (95.45%), error:      1535.50208, best error:      1436.42566 on epoch:    48, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 39.2940483093s, input_fired_time: 0.3316063285, output_fired_time: 0.2906308174, propagate_forward_time: 14.5602216721, propagate_backward_time: 21.8664932251, weight_update_time: 0.1144024879, other_time: 2.2450942993
epoch time: 3.3347041607s, input_fired_time: 0.0435466431, output_fired_time: 0.0000000000, propagate_forward_time: 2.8986494541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925080299
validation[          , genome  3921] predictions:    9527/  10000 (95.27%), best:    9545/10000 (95.45%), error:      1585.78125, best error:      1436.42566 on epoch:    48, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 39.2773170471s, input_fired_time: 0.3328558505, output_fired_time: 0.2901216149, propagate_forward_time: 14.5654850006, propagate_backward_time: 21.8357334137, weight_update_time: 0.1151746064, other_time: 2.2531204224
epoch time: 3.1488425732s, input_fired_time: 0.0412743799, output_fired_time: 0.0000000000, propagate_forward_time: 2.7401764393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673918247
validation[          , genome  3921] predictions:    9520/  10000 (95.20%), best:    9545/10000 (95.45%), error:      1589.50745, best error:      1436.42566 on epoch:    48, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 38.2148437500s, input_fired_time: 0.3275056779, output_fired_time: 0.2826898396, propagate_forward_time: 14.1528005600, propagate_backward_time: 21.2672080994, weight_update_time: 0.1112951413, other_time: 2.1846389771
epoch time: 3.3437271118s, input_fired_time: 0.0430894084, output_fired_time: 0.0000000000, propagate_forward_time: 2.9066908360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939468861
validation[          , genome  3921] predictions:    9532/  10000 (95.32%), best:    9545/10000 (95.45%), error:      1503.79431, best error:      1436.42566 on epoch:    48, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 38.7018356323s, input_fired_time: 0.3288949728, output_fired_time: 0.2856962681, propagate_forward_time: 14.3479795456, propagate_backward_time: 21.5398883820, weight_update_time: 0.1122167557, other_time: 2.1993732452
epoch time: 3.2740352154s, input_fired_time: 0.0424442925, output_fired_time: 0.0000000000, propagate_forward_time: 2.8470642567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3845267296
validation[          , genome  3921] predictions:    9587/  10000 (95.87%), best:    9545/10000 (95.45%), error:      1441.24817, best error:      1436.42566 on epoch:    48, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 39.0231666565s, input_fired_time: 0.3298780322, output_fired_time: 0.2888610363, propagate_forward_time: 14.5042905807, propagate_backward_time: 21.7187175751, weight_update_time: 0.1122244075, other_time: 2.1814174652
epoch time: 3.3467566967s, input_fired_time: 0.0430392325, output_fired_time: 0.0000000000, propagate_forward_time: 2.9152553082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884620667
validation[          , genome  3921] predictions:    9539/  10000 (95.39%), best:    9545/10000 (95.45%), error:      1601.92126, best error:      1436.42566 on epoch:    48, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 39.0316200256s, input_fired_time: 0.3336753845, output_fired_time: 0.2897149920, propagate_forward_time: 14.4219598770, propagate_backward_time: 21.7255496979, weight_update_time: 0.1147818789, other_time: 2.2607212067
epoch time: 3.3539521694s, input_fired_time: 0.0432885773, output_fired_time: 0.0000000000, propagate_forward_time: 2.9182162285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924474716
validation[          , genome  3921] predictions:    9505/  10000 (95.05%), best:    9545/10000 (95.45%), error:      1603.12378, best error:      1436.42566 on epoch:    48, 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: 16.9614868164s, input_fired_time: 0.2096456587, output_fired_time: 0.0000000000, propagate_forward_time: 14.6781530380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0736875534
best training[          , genome  3921] predictions:   48560/  50000 (97.12%), best:    9545/10000 (95.45%), error:      5094.44482, best error:      1436.42566 on epoch:    48, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 3.3565316200s, input_fired_time: 0.0416578576, output_fired_time: 0.0000000000, propagate_forward_time: 2.9199051857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949685097
   testing[          , genome  3921] predictions:    9609/  10000 (96.09%), best:    9545/10000 (95.45%), error:      1345.05420, best error:      1436.42566 on epoch:    48, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:39:19 (3148): called boinc_finish(0)

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