Nameexact_genome_1512568488_45_6775_1
Workunit2605102
Created7 Dec 2017, 21:50:52 UTC
Sent7 Dec 2017, 21:55:22 UTC
Report deadline15 Dec 2017, 3:45:27 UTC
Received8 Dec 2017, 0:58:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time2 hours 1 min 29 sec
CPU time2 hours 1 min 4 sec
Validate stateValid
Credit1,810.78
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 65.9726409912s, input_fired_time: 0.7872602344, output_fired_time: 0.4837335348, propagate_forward_time: 26.1197757721, propagate_backward_time: 36.8161773682, weight_update_time: 0.0878228620, other_time: 1.7656936646
epoch time: 5.6244068146s, input_fired_time: 0.0841989741, output_fired_time: 0.0000000000, propagate_forward_time: 5.2339162827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3062915802
validation[          , genome  6775] predictions:    9733/  10000 (97.33%), best:    9710/10000 (97.10%), error:       956.65808, best error:       952.79407 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 65.9139404297s, input_fired_time: 0.7749230862, output_fired_time: 0.4831005335, propagate_forward_time: 26.1022205353, propagate_backward_time: 36.8085441589, weight_update_time: 0.0873116851, other_time: 1.7451515198
epoch time: 5.6692891121s, input_fired_time: 0.0874373466, output_fired_time: 0.0000000000, propagate_forward_time: 5.2690896988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3127622604
validation[          , genome  6775] predictions:    9631/  10000 (96.31%), best:    9710/10000 (97.10%), error:      1205.97119, best error:       952.79407 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 65.8017807007s, input_fired_time: 0.7829890847, output_fired_time: 0.4825746417, propagate_forward_time: 26.0724010468, propagate_backward_time: 36.7135276794, weight_update_time: 0.0873561278, other_time: 1.7502861023
epoch time: 5.5841135979s, input_fired_time: 0.0845691413, output_fired_time: 0.0000000000, propagate_forward_time: 5.1985311508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3010134697
validation[          , genome  6775] predictions:    9719/  10000 (97.19%), best:    9710/10000 (97.10%), error:       956.68829, best error:       952.79407 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 65.9655761719s, input_fired_time: 0.7831627727, output_fired_time: 0.4837054610, propagate_forward_time: 26.1270675659, propagate_backward_time: 36.8098754883, weight_update_time: 0.0874491259, other_time: 1.7617645264
epoch time: 5.6382513046s, input_fired_time: 0.0856994987, output_fired_time: 0.0000000000, propagate_forward_time: 5.2472362518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3053154945
validation[          , genome  6775] predictions:    9671/  10000 (96.71%), best:    9710/10000 (97.10%), error:      1061.34009, best error:       952.79407 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 66.2942810059s, input_fired_time: 0.7799499631, output_fired_time: 0.4854657352, propagate_forward_time: 26.2341022491, propagate_backward_time: 37.0428504944, weight_update_time: 0.0877418965, other_time: 1.7519111633
epoch time: 5.6437168121s, input_fired_time: 0.0849564224, output_fired_time: 0.0000000000, propagate_forward_time: 5.2577619553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3009982109
validation[          , genome  6775] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       885.91943, best error:       885.91943 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 66.4308013916s, input_fired_time: 0.7906647325, output_fired_time: 0.4860239625, propagate_forward_time: 26.2867431641, propagate_backward_time: 37.0808296204, weight_update_time: 0.0876954049, other_time: 1.7865409851
epoch time: 5.5997023582s, input_fired_time: 0.0871283114, output_fired_time: 0.0000000000, propagate_forward_time: 5.2057771683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3067970276
validation[          , genome  6775] predictions:    9713/  10000 (97.13%), best:    9736/10000 (97.36%), error:       901.93982, best error:       885.91943 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 66.0432968140s, input_fired_time: 0.8060222268, output_fired_time: 0.4846225977, propagate_forward_time: 26.1586971283, propagate_backward_time: 36.8193283081, weight_update_time: 0.0877043232, other_time: 1.7746276855
epoch time: 5.6283569336s, input_fired_time: 0.0892677456, output_fired_time: 0.0000000000, propagate_forward_time: 5.2304143906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3086748123
validation[          , genome  6775] predictions:    9684/  10000 (96.84%), best:    9736/10000 (97.36%), error:      1045.73535, best error:       885.91943 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 65.9961242676s, input_fired_time: 0.7809044719, output_fired_time: 0.4900541604, propagate_forward_time: 26.1460037231, propagate_backward_time: 36.8217315674, weight_update_time: 0.0869076848, other_time: 1.7574310303
epoch time: 5.6476025581s, input_fired_time: 0.0851270929, output_fired_time: 0.0000000000, propagate_forward_time: 5.2593212128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3031544685
validation[          , genome  6775] predictions:    9731/  10000 (97.31%), best:    9736/10000 (97.36%), error:       934.97223, best error:       885.91943 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 65.9726943970s, input_fired_time: 0.7794616222, output_fired_time: 0.4840871990, propagate_forward_time: 26.0882663727, propagate_backward_time: 36.8650321960, weight_update_time: 0.0869430229, other_time: 1.7558479309
epoch time: 5.5821294785s, input_fired_time: 0.0859415159, output_fired_time: 0.0000000000, propagate_forward_time: 5.1939511299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3022370338
validation[          , genome  6775] predictions:    9676/  10000 (96.76%), best:    9736/10000 (97.36%), error:      1114.32544, best error:       885.91943 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 65.8157577515s, input_fired_time: 0.7869706750, output_fired_time: 0.4831023216, propagate_forward_time: 26.0490074158, propagate_backward_time: 36.7518005371, weight_update_time: 0.0865692571, other_time: 1.7448768616
epoch time: 5.6876115799s, input_fired_time: 0.0852111578, output_fired_time: 0.0000000000, propagate_forward_time: 5.2977747917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3046255112
validation[          , genome  6775] predictions:    9714/  10000 (97.14%), best:    9736/10000 (97.36%), error:       942.55011, best error:       885.91943 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 66.0869140625s, input_fired_time: 0.7840777040, output_fired_time: 0.4838716090, propagate_forward_time: 26.1216831207, propagate_backward_time: 36.9387207031, weight_update_time: 0.0866546035, other_time: 1.7585601807
epoch time: 5.6111516953s, input_fired_time: 0.0849459320, output_fired_time: 0.0000000000, propagate_forward_time: 5.2228384018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3033671379
validation[          , genome  6775] predictions:    9716/  10000 (97.16%), best:    9736/10000 (97.36%), error:       945.00781, best error:       885.91943 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 66.0461120605s, input_fired_time: 0.7798437476, output_fired_time: 0.4844105542, propagate_forward_time: 26.1363372803, propagate_backward_time: 36.8938179016, weight_update_time: 0.0872926116, other_time: 1.7516975403
epoch time: 5.5952291489s, input_fired_time: 0.0847276449, output_fired_time: 0.0000000000, propagate_forward_time: 5.2091760635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013253212
validation[          , genome  6775] predictions:    9641/  10000 (96.41%), best:    9736/10000 (97.36%), error:      1159.96082, best error:       885.91943 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 66.2912445068s, input_fired_time: 0.7782078385, output_fired_time: 0.4851673543, propagate_forward_time: 26.2133464813, propagate_backward_time: 37.0700111389, weight_update_time: 0.0865088925, other_time: 1.7445106506
epoch time: 5.6026048660s, input_fired_time: 0.0847514644, output_fired_time: 0.0000000000, propagate_forward_time: 5.2163205147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3015327454
validation[          , genome  6775] predictions:    9724/  10000 (97.24%), best:    9736/10000 (97.36%), error:       957.51495, best error:       885.91943 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 65.7264709473s, input_fired_time: 0.7843806148, output_fired_time: 0.4823565185, propagate_forward_time: 26.0384025574, propagate_backward_time: 36.6583213806, weight_update_time: 0.0868886039, other_time: 1.7630157471
epoch time: 5.6039910316s, input_fired_time: 0.0856977627, output_fired_time: 0.0000000000, propagate_forward_time: 5.2116665840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066267967
validation[          , genome  6775] predictions:    9702/  10000 (97.02%), best:    9736/10000 (97.36%), error:       988.13281, best error:       885.91943 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 66.1398544312s, input_fired_time: 0.7818557024, output_fired_time: 0.4837405980, propagate_forward_time: 26.1770172119, propagate_backward_time: 36.9519500732, weight_update_time: 0.0866014957, other_time: 1.7452926636
epoch time: 5.5990161896s, input_fired_time: 0.0846101716, output_fired_time: 0.0000000000, propagate_forward_time: 5.2127280235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3016781807
validation[          , genome  6775] predictions:    9748/  10000 (97.48%), best:    9736/10000 (97.36%), error:       887.76788, best error:       885.91943 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 66.1685104370s, input_fired_time: 0.7847168446, output_fired_time: 0.4854772091, propagate_forward_time: 26.2389945984, propagate_backward_time: 36.8856353760, weight_update_time: 0.0875754952, other_time: 1.7736930847
epoch time: 5.6089649200s, input_fired_time: 0.0860767141, output_fired_time: 0.0000000000, propagate_forward_time: 5.2159905434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3068976402
validation[          , genome  6775] predictions:    9694/  10000 (96.94%), best:    9736/10000 (97.36%), error:      1030.24036, best error:       885.91943 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 65.8771972656s, input_fired_time: 0.7853932977, output_fired_time: 0.4828770161, propagate_forward_time: 26.0849323273, propagate_backward_time: 36.7549057007, weight_update_time: 0.0866680592, other_time: 1.7690887451
epoch time: 5.6199636459s, input_fired_time: 0.0873404369, output_fired_time: 0.0000000000, propagate_forward_time: 5.2270421982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3055810928
validation[          , genome  6775] predictions:    9723/  10000 (97.23%), best:    9736/10000 (97.36%), error:       940.79517, best error:       885.91943 on epoch:    18, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 66.5015487671s, input_fired_time: 0.7854334116, output_fired_time: 0.4899734855, propagate_forward_time: 26.3996009827, propagate_backward_time: 37.0767745972, weight_update_time: 0.0869248509, other_time: 1.7497673035
epoch time: 5.5880537033s, input_fired_time: 0.0864316672, output_fired_time: 0.0000000000, propagate_forward_time: 5.1994862556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3021359444
validation[          , genome  6775] predictions:    9642/  10000 (96.42%), best:    9736/10000 (97.36%), error:      1116.71204, best error:       885.91943 on epoch:    18, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 66.2800445557s, input_fired_time: 0.7858357430, output_fired_time: 0.4854326546, propagate_forward_time: 26.2329216003, propagate_backward_time: 37.0162811279, weight_update_time: 0.0867778212, other_time: 1.7595710754
epoch time: 5.6336741447s, input_fired_time: 0.0882241949, output_fired_time: 0.0000000000, propagate_forward_time: 5.2367119789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3087377548
validation[          , genome  6775] predictions:    9719/  10000 (97.19%), best:    9736/10000 (97.36%), error:       949.44727, best error:       885.91943 on epoch:    18, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 66.8372039795s, input_fired_time: 0.8062642217, output_fired_time: 0.4884139001, propagate_forward_time: 26.4641265869, propagate_backward_time: 37.2700500488, weight_update_time: 0.0875544846, other_time: 1.8083496094
epoch time: 5.6369280815s, input_fired_time: 0.0877552778, output_fired_time: 0.0000000000, propagate_forward_time: 5.2425503731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066225052
validation[          , genome  6775] predictions:    9701/  10000 (97.01%), best:    9736/10000 (97.36%), error:       919.37695, best error:       885.91943 on epoch:    18, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 66.1823196411s, input_fired_time: 0.7898154259, output_fired_time: 0.4863028824, propagate_forward_time: 26.2216854095, propagate_backward_time: 36.9220809937, weight_update_time: 0.0870330110, other_time: 1.7624282837
epoch time: 5.6395573616s, input_fired_time: 0.0845740214, output_fired_time: 0.0000000000, propagate_forward_time: 5.2371287346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3178544044
validation[          , genome  6775] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       858.35095, best error:       858.35095 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 66.1925964355s, input_fired_time: 0.8081744313, output_fired_time: 0.4871969521, propagate_forward_time: 26.1637287140, propagate_backward_time: 36.9396858215, weight_update_time: 0.0881065354, other_time: 1.7938117981
epoch time: 5.5971269608s, input_fired_time: 0.0873216838, output_fired_time: 0.0000000000, propagate_forward_time: 5.2016768456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081283569
validation[          , genome  6775] predictions:    9708/  10000 (97.08%), best:    9749/10000 (97.49%), error:      1020.77649, best error:       858.35095 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 65.6389236450s, input_fired_time: 0.7717440724, output_fired_time: 0.4812344611, propagate_forward_time: 26.0516872406, propagate_backward_time: 36.6280059814, weight_update_time: 0.0837123245, other_time: 1.7062530518
epoch time: 5.5718913078s, input_fired_time: 0.0809214339, output_fired_time: 0.0000000000, propagate_forward_time: 5.1952805519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2956891060
validation[          , genome  6775] predictions:    9720/  10000 (97.20%), best:    9749/10000 (97.49%), error:       917.80853, best error:       858.35095 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 66.4152984619s, input_fired_time: 0.7806085944, output_fired_time: 0.4853911698, propagate_forward_time: 26.3026199341, propagate_backward_time: 37.1114616394, weight_update_time: 0.0839329213, other_time: 1.7352180481
epoch time: 5.5809707642s, input_fired_time: 0.0819577277, output_fired_time: 0.0000000000, propagate_forward_time: 5.2055439949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934689522
validation[          , genome  6775] predictions:    9693/  10000 (96.93%), best:    9749/10000 (97.49%), error:       989.01184, best error:       858.35095 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 66.6923446655s, input_fired_time: 0.8133710027, output_fired_time: 0.4891977608, propagate_forward_time: 26.3680267334, propagate_backward_time: 37.2456932068, weight_update_time: 0.0876246393, other_time: 1.7760581970
epoch time: 5.6209034920s, input_fired_time: 0.0899919420, output_fired_time: 0.0000000000, propagate_forward_time: 5.2227959633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081154823
validation[          , genome  6775] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       782.74841, best error:       782.74841 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 66.3991317749s, input_fired_time: 0.8120082021, output_fired_time: 0.4881661236, propagate_forward_time: 26.2418174744, propagate_backward_time: 37.0691871643, weight_update_time: 0.0872402415, other_time: 1.7879486084
epoch time: 5.7015199661s, input_fired_time: 0.0856875628, output_fired_time: 0.0000000000, propagate_forward_time: 5.3138337135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3019986153
validation[          , genome  6775] predictions:    9637/  10000 (96.37%), best:    9757/10000 (97.57%), error:      1144.05042, best error:       782.74841 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 66.4072494507s, input_fired_time: 0.8217438459, output_fired_time: 0.4895469844, propagate_forward_time: 26.2530441284, propagate_backward_time: 37.0188598633, weight_update_time: 0.0890852436, other_time: 1.8240509033
epoch time: 5.6240282059s, input_fired_time: 0.0882830843, output_fired_time: 0.0000000000, propagate_forward_time: 5.2286920547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3070530891
validation[          , genome  6775] predictions:    9637/  10000 (96.37%), best:    9757/10000 (97.57%), error:      1202.18958, best error:       782.74841 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 66.2370605469s, input_fired_time: 0.7866613269, output_fired_time: 0.4841757119, propagate_forward_time: 26.1614017487, propagate_backward_time: 37.0807914734, weight_update_time: 0.0885899812, other_time: 1.7240333557
epoch time: 5.5707592964s, input_fired_time: 0.0825907663, output_fired_time: 0.0000000000, propagate_forward_time: 5.1958074570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923612595
validation[          , genome  6775] predictions:    9740/  10000 (97.40%), best:    9757/10000 (97.57%), error:       892.61511, best error:       782.74841 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 65.4303817749s, input_fired_time: 0.7661551833, output_fired_time: 0.4799538851, propagate_forward_time: 25.9509201050, propagate_backward_time: 36.5440177917, weight_update_time: 0.0816107243, other_time: 1.6893348694
epoch time: 5.5931801796s, input_fired_time: 0.0833277702, output_fired_time: 0.0000000000, propagate_forward_time: 5.2125205994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973318100
validation[          , genome  6775] predictions:    9762/  10000 (97.62%), best:    9757/10000 (97.57%), error:       848.88190, best error:       782.74841 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 65.9354553223s, input_fired_time: 0.7848216295, output_fired_time: 0.4829183221, propagate_forward_time: 26.0903778076, propagate_backward_time: 36.8593635559, weight_update_time: 0.0845739245, other_time: 1.7179756165
epoch time: 5.6075062752s, input_fired_time: 0.0833771974, output_fired_time: 0.0000000000, propagate_forward_time: 5.2273983955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2967305183
validation[          , genome  6775] predictions:    9724/  10000 (97.24%), best:    9757/10000 (97.57%), error:       988.30615, best error:       782.74841 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 66.3043975830s, input_fired_time: 0.7838954329, output_fired_time: 0.4850961864, propagate_forward_time: 26.2257957458, propagate_backward_time: 37.0773620605, weight_update_time: 0.0832704157, other_time: 1.7322425842
epoch time: 5.5873274803s, input_fired_time: 0.0834819973, output_fired_time: 0.0000000000, propagate_forward_time: 5.2077021599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2961435318
validation[          , genome  6775] predictions:    9763/  10000 (97.63%), best:    9757/10000 (97.57%), error:       810.63409, best error:       782.74841 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 65.8454666138s, input_fired_time: 0.7894966006, output_fired_time: 0.4824781418, propagate_forward_time: 26.0881614685, propagate_backward_time: 36.7731018066, weight_update_time: 0.0830806270, other_time: 1.7122306824
epoch time: 5.5802798271s, input_fired_time: 0.0834504664, output_fired_time: 0.0000000000, propagate_forward_time: 5.2006206512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2962088585
validation[          , genome  6775] predictions:    9702/  10000 (97.02%), best:    9757/10000 (97.57%), error:       948.35687, best error:       782.74841 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 66.2219085693s, input_fired_time: 0.7790253162, output_fired_time: 0.4832074344, propagate_forward_time: 26.2654991150, propagate_backward_time: 36.9852752686, weight_update_time: 0.0824831575, other_time: 1.7089042664
epoch time: 5.5977292061s, input_fired_time: 0.0833769888, output_fired_time: 0.0000000000, propagate_forward_time: 5.2174091339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2969431877
validation[          , genome  6775] predictions:    9710/  10000 (97.10%), best:    9757/10000 (97.57%), error:       984.04230, best error:       782.74841 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 65.8872528076s, input_fired_time: 0.8003487587, output_fired_time: 0.4830144048, propagate_forward_time: 26.0757064819, propagate_backward_time: 36.7866516113, weight_update_time: 0.0863519683, other_time: 1.7415313721
epoch time: 5.6051607132s, input_fired_time: 0.0879181474, output_fired_time: 0.0000000000, propagate_forward_time: 5.2144551277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3027873039
validation[          , genome  6775] predictions:    9736/  10000 (97.36%), best:    9757/10000 (97.57%), error:       959.10779, best error:       782.74841 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 65.9240341187s, input_fired_time: 0.8008900285, output_fired_time: 0.4823647439, propagate_forward_time: 26.1093025208, propagate_backward_time: 36.7978820801, weight_update_time: 0.0854330212, other_time: 1.7335929871
epoch time: 5.6067819595s, input_fired_time: 0.0845728964, output_fired_time: 0.0000000000, propagate_forward_time: 5.2256617546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2965474129
validation[          , genome  6775] predictions:    9741/  10000 (97.41%), best:    9757/10000 (97.57%), error:       901.08606, best error:       782.74841 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 65.9843597412s, input_fired_time: 0.8101110458, output_fired_time: 0.4901359975, propagate_forward_time: 26.1353740692, propagate_backward_time: 36.8437576294, weight_update_time: 0.0827005878, other_time: 1.7049789429
epoch time: 5.5831055641s, input_fired_time: 0.0834621862, output_fired_time: 0.0000000000, propagate_forward_time: 5.2047791481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2948641777
validation[          , genome  6775] predictions:    9737/  10000 (97.37%), best:    9757/10000 (97.57%), error:       899.60425, best error:       782.74841 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 66.0761718750s, input_fired_time: 0.7959580421, output_fired_time: 0.4844608009, propagate_forward_time: 26.1476440430, propagate_backward_time: 36.8875656128, weight_update_time: 0.0862526447, other_time: 1.7605438232
epoch time: 5.6230955124s, input_fired_time: 0.0886008590, output_fired_time: 0.0000000000, propagate_forward_time: 5.2317371368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3027577400
validation[          , genome  6775] predictions:    9672/  10000 (96.72%), best:    9757/10000 (97.57%), error:      1057.34399, best error:       782.74841 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 65.8050613403s, input_fired_time: 0.8098348379, output_fired_time: 0.4830344915, propagate_forward_time: 26.0307636261, propagate_backward_time: 36.7036399841, weight_update_time: 0.0882298648, other_time: 1.7777900696
epoch time: 5.7208952904s, input_fired_time: 0.0945130438, output_fired_time: 0.0000000000, propagate_forward_time: 5.3173489571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3090333939
validation[          , genome  6775] predictions:    9737/  10000 (97.37%), best:    9757/10000 (97.57%), error:       861.75604, best error:       782.74841 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 66.4088592529s, input_fired_time: 0.8063513637, output_fired_time: 0.4947442412, propagate_forward_time: 26.2980785370, propagate_backward_time: 37.0321502686, weight_update_time: 0.0860440880, other_time: 1.7775344849
epoch time: 5.5777387619s, input_fired_time: 0.0880213901, output_fired_time: 0.0000000000, propagate_forward_time: 5.1847162247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3050012589
validation[          , genome  6775] predictions:    9763/  10000 (97.63%), best:    9757/10000 (97.57%), error:       815.33698, best error:       782.74841 on epoch:    38, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 66.5662231445s, input_fired_time: 0.8066956401, output_fired_time: 0.4897563457, propagate_forward_time: 26.2931461334, propagate_backward_time: 37.2027969360, weight_update_time: 0.0870134011, other_time: 1.7738342285
epoch time: 5.7132906914s, input_fired_time: 0.0856078044, output_fired_time: 0.0000000000, propagate_forward_time: 5.3160619736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3116207123
validation[          , genome  6775] predictions:    9734/  10000 (97.34%), best:    9757/10000 (97.57%), error:       896.73279, best error:       782.74841 on epoch:    38, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 66.1991119385s, input_fired_time: 0.7990549803, output_fired_time: 0.4845568240, propagate_forward_time: 26.2095298767, propagate_backward_time: 36.9251174927, weight_update_time: 0.0853708610, other_time: 1.7808494568
epoch time: 5.6200537682s, input_fired_time: 0.0857311338, output_fired_time: 0.0000000000, propagate_forward_time: 5.2338261604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3004965782
validation[          , genome  6775] predictions:    9741/  10000 (97.41%), best:    9757/10000 (97.57%), error:       853.06915, best error:       782.74841 on epoch:    38, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 66.3731307983s, input_fired_time: 0.7841420174, output_fired_time: 0.4933484793, propagate_forward_time: 26.2792568207, propagate_backward_time: 37.0934257507, weight_update_time: 0.0838814676, other_time: 1.7229576111
epoch time: 5.5828199387s, input_fired_time: 0.0827311203, output_fired_time: 0.0000000000, propagate_forward_time: 5.2013726234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2987160683
validation[          , genome  6775] predictions:    9715/  10000 (97.15%), best:    9757/10000 (97.57%), error:       951.50702, best error:       782.74841 on epoch:    38, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 66.3399810791s, input_fired_time: 0.7807145715, output_fired_time: 0.4840786755, propagate_forward_time: 26.2819042206, propagate_backward_time: 37.0859985352, weight_update_time: 0.0824516490, other_time: 1.7072830200
epoch time: 5.6186294556s, input_fired_time: 0.0852820650, output_fired_time: 0.0000000000, propagate_forward_time: 5.2334065437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2999410629
validation[          , genome  6775] predictions:    9716/  10000 (97.16%), best:    9757/10000 (97.57%), error:       954.47394, best error:       782.74841 on epoch:    38, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 66.3227233887s, input_fired_time: 0.8110414147, output_fired_time: 0.4933832884, propagate_forward_time: 26.1941490173, propagate_backward_time: 37.0400657654, weight_update_time: 0.0859134793, other_time: 1.7840805054
epoch time: 5.6132736206s, input_fired_time: 0.0845558569, output_fired_time: 0.0000000000, propagate_forward_time: 5.2312769890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2974410057
validation[          , genome  6775] predictions:    9722/  10000 (97.22%), best:    9757/10000 (97.57%), error:       932.67450, best error:       782.74841 on epoch:    38, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 65.9266891479s, input_fired_time: 0.8119671345, output_fired_time: 0.4828794599, propagate_forward_time: 26.1191310883, propagate_backward_time: 36.7513427734, weight_update_time: 0.0875266790, other_time: 1.7613677979
epoch time: 5.6061210632s, input_fired_time: 0.0887992457, output_fired_time: 0.0000000000, propagate_forward_time: 5.2167124748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3006091118
validation[          , genome  6775] predictions:    9708/  10000 (97.08%), best:    9757/10000 (97.57%), error:       970.10114, best error:       782.74841 on epoch:    38, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 66.0206451416s, input_fired_time: 0.8161638379, output_fired_time: 0.4855735600, propagate_forward_time: 26.1362171173, propagate_backward_time: 36.8030509949, weight_update_time: 0.0885404423, other_time: 1.7796440125
epoch time: 5.7065930367s, input_fired_time: 0.0977694541, output_fired_time: 0.0000000000, propagate_forward_time: 5.2969098091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3119139671
validation[          , genome  6775] predictions:    9718/  10000 (97.18%), best:    9757/10000 (97.57%), error:       914.12140, best error:       782.74841 on epoch:    38, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 65.9531555176s, input_fired_time: 0.8058845401, output_fired_time: 0.4805921614, propagate_forward_time: 26.1624317169, propagate_backward_time: 36.7428894043, weight_update_time: 0.0870257095, other_time: 1.7613601685
epoch time: 5.6140832901s, input_fired_time: 0.0853951350, output_fired_time: 0.0000000000, propagate_forward_time: 5.2304377556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2982501984
validation[          , genome  6775] predictions:    9756/  10000 (97.56%), best:    9757/10000 (97.57%), error:       824.03540, best error:       782.74841 on epoch:    38, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 66.2955398560s, input_fired_time: 0.7940592170, output_fired_time: 0.4823862314, propagate_forward_time: 26.3017597198, propagate_backward_time: 36.9771499634, weight_update_time: 0.0851715580, other_time: 1.7401885986
epoch time: 5.6081800461s, input_fired_time: 0.0899866670, output_fired_time: 0.0000000000, propagate_forward_time: 5.2099261284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3082671165
validation[          , genome  6775] predictions:    9743/  10000 (97.43%), best:    9757/10000 (97.57%), error:       913.45172, best error:       782.74841 on epoch:    38, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 66.3246841431s, input_fired_time: 0.7993859649, output_fired_time: 0.5129882693, propagate_forward_time: 26.2536792755, propagate_backward_time: 37.0349845886, weight_update_time: 0.0842875466, other_time: 1.7236518860
epoch time: 5.5611000061s, input_fired_time: 0.0873906091, output_fired_time: 0.0000000000, propagate_forward_time: 5.1733450890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3003644943
validation[          , genome  6775] predictions:    9761/  10000 (97.61%), best:    9757/10000 (97.57%), error:       830.81085, best error:       782.74841 on epoch:    38, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 66.1614151001s, input_fired_time: 0.8110682964, output_fired_time: 0.5004929900, propagate_forward_time: 26.1783828735, propagate_backward_time: 36.9057426453, weight_update_time: 0.0874764249, other_time: 1.7657279968
epoch time: 5.6747918129s, input_fired_time: 0.0871427283, output_fired_time: 0.0000000000, propagate_forward_time: 5.2828822136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3047666550
validation[          , genome  6775] predictions:    9708/  10000 (97.08%), best:    9757/10000 (97.57%), error:       968.52057, best error:       782.74841 on epoch:    38, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 66.2439727783s, input_fired_time: 0.8186812401, output_fired_time: 0.4825618267, propagate_forward_time: 26.2790012360, propagate_backward_time: 36.9216232300, weight_update_time: 0.0842836648, other_time: 1.7421112061
epoch time: 5.6229448318s, input_fired_time: 0.0850135162, output_fired_time: 0.0000000000, propagate_forward_time: 5.2398099899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2981214523
validation[          , genome  6775] predictions:    9768/  10000 (97.68%), best:    9757/10000 (97.57%), error:       791.90405, best error:       782.74841 on epoch:    38, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 66.5763702393s, input_fired_time: 0.8087448478, output_fired_time: 0.4861644804, propagate_forward_time: 26.3488674164, propagate_backward_time: 37.1531219482, weight_update_time: 0.0868882760, other_time: 1.7794647217
epoch time: 5.6229314804s, input_fired_time: 0.0895622671, output_fired_time: 0.0000000000, propagate_forward_time: 5.2267656326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066034317
validation[          , genome  6775] predictions:    9752/  10000 (97.52%), best:    9757/10000 (97.57%), error:       834.21216, best error:       782.74841 on epoch:    38, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 66.0171661377s, input_fired_time: 0.8029459715, output_fired_time: 0.4833363891, propagate_forward_time: 26.1494827271, propagate_backward_time: 36.8255996704, weight_update_time: 0.0864318907, other_time: 1.7557983398
epoch time: 5.6374568939s, input_fired_time: 0.0895459875, output_fired_time: 0.0000000000, propagate_forward_time: 5.2409558296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069548607
validation[          , genome  6775] predictions:    9722/  10000 (97.22%), best:    9757/10000 (97.57%), error:       932.20825, best error:       782.74841 on epoch:    38, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 66.6029891968s, input_fired_time: 0.8014202118, output_fired_time: 0.4843716621, propagate_forward_time: 26.3540630341, propagate_backward_time: 37.2193222046, weight_update_time: 0.0849157497, other_time: 1.7438049316
epoch time: 5.6397647858s, input_fired_time: 0.0902357548, output_fired_time: 0.0000000000, propagate_forward_time: 5.2403192520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092098236
validation[          , genome  6775] predictions:    9742/  10000 (97.42%), best:    9757/10000 (97.57%), error:       871.84290, best error:       782.74841 on epoch:    38, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 66.0222625732s, input_fired_time: 0.7924099565, output_fired_time: 0.5146291256, propagate_forward_time: 26.1233749390, propagate_backward_time: 36.8667449951, weight_update_time: 0.0839176029, other_time: 1.7251052856
epoch time: 5.5966119766s, input_fired_time: 0.0846780837, output_fired_time: 0.0000000000, propagate_forward_time: 5.2172784805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2946553230
validation[          , genome  6775] predictions:    9733/  10000 (97.33%), best:    9757/10000 (97.57%), error:       891.97040, best error:       782.74841 on epoch:    38, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 66.1997680664s, input_fired_time: 0.7915123701, output_fired_time: 0.4834959507, propagate_forward_time: 26.2194061279, propagate_backward_time: 36.9822731018, weight_update_time: 0.0838474557, other_time: 1.7230796814
epoch time: 5.6746129990s, input_fired_time: 0.0845525935, output_fired_time: 0.0000000000, propagate_forward_time: 5.2918248177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2982354164
validation[          , genome  6775] predictions:    9755/  10000 (97.55%), best:    9757/10000 (97.57%), error:       853.09314, best error:       782.74841 on epoch:    38, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 66.3560943604s, input_fired_time: 0.7859636545, output_fired_time: 0.4831462801, propagate_forward_time: 26.3138046265, propagate_backward_time: 37.0546417236, weight_update_time: 0.0828158855, other_time: 1.7185363770
epoch time: 5.5766987801s, input_fired_time: 0.0844903365, output_fired_time: 0.0000000000, propagate_forward_time: 5.1978564262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943520546
validation[          , genome  6775] predictions:    9760/  10000 (97.60%), best:    9757/10000 (97.57%), error:       801.22137, best error:       782.74841 on epoch:    38, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 66.4721832275s, input_fired_time: 0.7963401675, output_fired_time: 0.4869633019, propagate_forward_time: 26.2804431915, propagate_backward_time: 37.1660652161, weight_update_time: 0.0839009956, other_time: 1.7423744202
epoch time: 5.5815429688s, input_fired_time: 0.0890661702, output_fired_time: 0.0000000000, propagate_forward_time: 5.1887669563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3037099838
validation[          , genome  6775] predictions:    9734/  10000 (97.34%), best:    9757/10000 (97.57%), error:       880.68939, best error:       782.74841 on epoch:    38, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 65.8317260742s, input_fired_time: 0.8182929158, output_fired_time: 0.4833233953, propagate_forward_time: 26.0942840576, propagate_backward_time: 36.6787109375, weight_update_time: 0.0861859024, other_time: 1.7571182251
epoch time: 5.6137599945s, input_fired_time: 0.0858637691, output_fired_time: 0.0000000000, propagate_forward_time: 5.2305603027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973361015
validation[          , genome  6775] predictions:    9731/  10000 (97.31%), best:    9757/10000 (97.57%), error:       915.32623, best error:       782.74841 on epoch:    38, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 65.8927993774s, input_fired_time: 0.7978127599, output_fired_time: 0.4835175276, propagate_forward_time: 26.0586490631, propagate_backward_time: 36.8145675659, weight_update_time: 0.0852017403, other_time: 1.7382507324
epoch time: 5.7267684937s, input_fired_time: 0.0916690081, output_fired_time: 0.0000000000, propagate_forward_time: 5.3310399055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3040595055
validation[          , genome  6775] predictions:    9773/  10000 (97.73%), best:    9757/10000 (97.57%), error:       782.89075, best error:       782.74841 on epoch:    38, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 66.1882476807s, input_fired_time: 0.8028355241, output_fired_time: 0.4863178432, propagate_forward_time: 26.1806354523, propagate_backward_time: 36.9720535278, weight_update_time: 0.0849020854, other_time: 1.7464065552
epoch time: 5.6207723618s, input_fired_time: 0.0874343440, output_fired_time: 0.0000000000, propagate_forward_time: 5.2351160049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2982220650
validation[          , genome  6775] predictions:    9751/  10000 (97.51%), best:    9757/10000 (97.57%), error:       797.99719, best error:       782.74841 on epoch:    38, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 65.7839965820s, input_fired_time: 0.8110033274, output_fired_time: 0.4816034436, propagate_forward_time: 26.0450878143, propagate_backward_time: 36.6986656189, weight_update_time: 0.0866161585, other_time: 1.7476310730
epoch time: 5.6087217331s, input_fired_time: 0.0900487527, output_fired_time: 0.0000000000, propagate_forward_time: 5.2140159607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3046569824
validation[          , genome  6775] predictions:    9768/  10000 (97.68%), best:    9757/10000 (97.57%), error:       788.20154, best error:       782.74841 on epoch:    38, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 66.1272430420s, input_fired_time: 0.8121780157, output_fired_time: 0.4851790071, propagate_forward_time: 26.1575660706, propagate_backward_time: 36.9088134766, weight_update_time: 0.0873231143, other_time: 1.7635078430
epoch time: 5.5930309296s, input_fired_time: 0.0906560272, output_fired_time: 0.0000000000, propagate_forward_time: 5.1976995468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3046755791
validation[          , genome  6775] predictions:    9749/  10000 (97.49%), best:    9757/10000 (97.57%), error:       831.50427, best error:       782.74841 on epoch:    38, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 66.1014251709s, input_fired_time: 0.8201304674, output_fired_time: 0.4855700433, propagate_forward_time: 26.1555213928, propagate_backward_time: 36.8537445068, weight_update_time: 0.0882281139, other_time: 1.7864570618
epoch time: 5.6231317520s, input_fired_time: 0.0918635800, output_fired_time: 0.0000000000, propagate_forward_time: 5.2246317863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066363335
validation[          , genome  6775] predictions:    9747/  10000 (97.47%), best:    9757/10000 (97.57%), error:       834.70172, best error:       782.74841 on epoch:    38, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 66.2750549316s, input_fired_time: 0.8175597787, output_fired_time: 0.4855992794, propagate_forward_time: 26.2232952118, propagate_backward_time: 36.9686508179, weight_update_time: 0.0876183361, other_time: 1.7799530029
epoch time: 5.6417670250s, input_fired_time: 0.0911385193, output_fired_time: 0.0000000000, propagate_forward_time: 5.2442312241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3063974380
validation[          , genome  6775] predictions:    9772/  10000 (97.72%), best:    9757/10000 (97.57%), error:       815.91058, best error:       782.74841 on epoch:    38, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 66.1836776733s, input_fired_time: 0.8160780072, output_fired_time: 0.4855022728, propagate_forward_time: 26.1878108978, propagate_backward_time: 36.9118690491, weight_update_time: 0.0869131759, other_time: 1.7824134827
epoch time: 5.5917048454s, input_fired_time: 0.0850430876, output_fired_time: 0.0000000000, propagate_forward_time: 5.2131180763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2935438156
validation[          , genome  6775] predictions:    9734/  10000 (97.34%), best:    9757/10000 (97.57%), error:       949.75293, best error:       782.74841 on epoch:    38, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 66.2523269653s, input_fired_time: 0.7939525247, output_fired_time: 0.4839508832, propagate_forward_time: 26.2297840118, propagate_backward_time: 36.9836311340, weight_update_time: 0.0833581090, other_time: 1.7610130310
epoch time: 5.6259617805s, input_fired_time: 0.0855374411, output_fired_time: 0.0000000000, propagate_forward_time: 5.2418675423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2985568047
validation[          , genome  6775] predictions:    9747/  10000 (97.47%), best:    9757/10000 (97.57%), error:       843.07959, best error:       782.74841 on epoch:    38, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 65.9739151001s, input_fired_time: 0.8026407957, output_fired_time: 0.4836954474, propagate_forward_time: 26.0973625183, propagate_backward_time: 36.8491668701, weight_update_time: 0.0849109665, other_time: 1.7410469055
epoch time: 5.6227641106s, input_fired_time: 0.0925611034, output_fired_time: 0.0000000000, propagate_forward_time: 5.2187137604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114891052
validation[          , genome  6775] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       777.94153, best error:       777.94153 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 66.1573715210s, input_fired_time: 0.8159909248, output_fired_time: 0.4872057140, propagate_forward_time: 26.1503696442, propagate_backward_time: 36.9286384583, weight_update_time: 0.0875146464, other_time: 1.7751655579
epoch time: 5.5880508423s, input_fired_time: 0.0857645869, output_fired_time: 0.0000000000, propagate_forward_time: 5.2073845863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949018478
validation[          , genome  6775] predictions:    9753/  10000 (97.53%), best:    9757/10000 (97.57%), error:       811.97662, best error:       777.94153 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 66.3695068359s, input_fired_time: 0.7911681533, output_fired_time: 0.4849228263, propagate_forward_time: 26.2739200592, propagate_backward_time: 37.0850982666, weight_update_time: 0.0837830007, other_time: 1.7343978882
epoch time: 5.5839715004s, input_fired_time: 0.0853637159, output_fired_time: 0.0000000000, propagate_forward_time: 5.2052206993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2933869362
validation[          , genome  6775] predictions:    9689/  10000 (96.89%), best:    9757/10000 (97.57%), error:      1038.22266, best error:       777.94153 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 66.1868362427s, input_fired_time: 0.7997734547, output_fired_time: 0.4825496674, propagate_forward_time: 26.2233867645, propagate_backward_time: 36.9578704834, weight_update_time: 0.0880955160, other_time: 1.7232513428
epoch time: 5.6616225243s, input_fired_time: 0.0882495344, output_fired_time: 0.0000000000, propagate_forward_time: 5.2721934319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3011794090
validation[          , genome  6775] predictions:    9753/  10000 (97.53%), best:    9757/10000 (97.57%), error:       810.42786, best error:       777.94153 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 67.0968627930s, input_fired_time: 0.8065718412, output_fired_time: 0.4873525798, propagate_forward_time: 26.5961608887, propagate_backward_time: 37.4184532166, weight_update_time: 0.0879019201, other_time: 1.7883262634
epoch time: 5.5978565216s, input_fired_time: 0.0859574750, output_fired_time: 0.0000000000, propagate_forward_time: 5.2168202400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2950787544
validation[          , genome  6775] predictions:    9763/  10000 (97.63%), best:    9757/10000 (97.57%), error:       793.68774, best error:       777.94153 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 66.1039505005s, input_fired_time: 0.8020368814, output_fired_time: 0.4828476012, propagate_forward_time: 26.1709671021, propagate_backward_time: 36.9082412720, weight_update_time: 0.0849401578, other_time: 1.7398529053
epoch time: 5.6574416161s, input_fired_time: 0.0913807526, output_fired_time: 0.0000000000, propagate_forward_time: 5.2593798637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066811562
validation[          , genome  6775] predictions:    9736/  10000 (97.36%), best:    9757/10000 (97.57%), error:       878.73627, best error:       777.94153 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 66.3365554810s, input_fired_time: 0.8005917072, output_fired_time: 0.4840240180, propagate_forward_time: 26.2257652283, propagate_backward_time: 37.1080627441, weight_update_time: 0.0837216303, other_time: 1.7181129456
epoch time: 5.5981845856s, input_fired_time: 0.0920777321, output_fired_time: 0.0000000000, propagate_forward_time: 5.2008533478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3052535057
validation[          , genome  6775] predictions:    9727/  10000 (97.27%), best:    9757/10000 (97.57%), error:       911.36365, best error:       777.94153 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 65.7878875732s, input_fired_time: 0.8125109673, output_fired_time: 0.4822611511, propagate_forward_time: 26.0226440430, propagate_backward_time: 36.6974754333, weight_update_time: 0.0877862051, other_time: 1.7729988098
epoch time: 5.6011919975s, input_fired_time: 0.0891820490, output_fired_time: 0.0000000000, propagate_forward_time: 5.2103013992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3017086983
validation[          , genome  6775] predictions:    9731/  10000 (97.31%), best:    9757/10000 (97.57%), error:       881.82184, best error:       777.94153 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 66.1406021118s, input_fired_time: 0.8165524006, output_fired_time: 0.4826745391, propagate_forward_time: 26.1966190338, propagate_backward_time: 36.8696479797, weight_update_time: 0.0880311057, other_time: 1.7751121521
epoch time: 5.6062698364s, input_fired_time: 0.0909809470, output_fired_time: 0.0000000000, propagate_forward_time: 5.2084426880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3068461418
validation[          , genome  6775] predictions:    9750/  10000 (97.50%), best:    9757/10000 (97.57%), error:       804.47333, best error:       777.94153 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 66.2822036743s, input_fired_time: 0.8199914694, output_fired_time: 0.5022124648, propagate_forward_time: 26.2549552917, propagate_backward_time: 36.8980293274, weight_update_time: 0.0879795626, other_time: 1.8070144653
epoch time: 5.6533703804s, input_fired_time: 0.0923019797, output_fired_time: 0.0000000000, propagate_forward_time: 5.2444534302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3166151047
validation[          , genome  6775] predictions:    9729/  10000 (97.29%), best:    9757/10000 (97.57%), error:       943.37671, best error:       777.94153 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 65.8810043335s, input_fired_time: 0.8166590929, output_fired_time: 0.4837845266, propagate_forward_time: 26.0799674988, propagate_backward_time: 36.7395324707, weight_update_time: 0.0873068944, other_time: 1.7610588074
epoch time: 5.6565628052s, input_fired_time: 0.0916483924, output_fired_time: 0.0000000000, propagate_forward_time: 5.2517709732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3131432533
validation[          , genome  6775] predictions:    9570/  10000 (95.70%), best:    9757/10000 (97.57%), error:      1279.40808, best error:       777.94153 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 66.1639938354s, input_fired_time: 0.8153237104, output_fired_time: 0.4923733473, propagate_forward_time: 26.1646499634, propagate_backward_time: 36.9656829834, weight_update_time: 0.0837003961, other_time: 1.7259674072
epoch time: 5.5719203949s, input_fired_time: 0.0855538175, output_fired_time: 0.0000000000, propagate_forward_time: 5.1928730011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934937477
validation[          , genome  6775] predictions:    9747/  10000 (97.47%), best:    9757/10000 (97.57%), error:       844.76636, best error:       777.94153 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 66.2134628296s, input_fired_time: 0.8180762529, output_fired_time: 0.4838970304, propagate_forward_time: 26.2072315216, propagate_backward_time: 36.9446258545, weight_update_time: 0.0866825432, other_time: 1.7596359253
epoch time: 5.5991792679s, input_fired_time: 0.0867397711, output_fired_time: 0.0000000000, propagate_forward_time: 5.2158989906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2965407372
validation[          , genome  6775] predictions:    9732/  10000 (97.32%), best:    9757/10000 (97.57%), error:       891.96704, best error:       777.94153 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 66.0920257568s, input_fired_time: 0.8099741936, output_fired_time: 0.4835444987, propagate_forward_time: 26.1984062195, propagate_backward_time: 36.8646163940, weight_update_time: 0.0844531804, other_time: 1.7354850769
epoch time: 5.5896296501s, input_fired_time: 0.0868882760, output_fired_time: 0.0000000000, propagate_forward_time: 5.2070722580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2956690788
validation[          , genome  6775] predictions:    9711/  10000 (97.11%), best:    9757/10000 (97.57%), error:       955.99567, best error:       777.94153 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 66.3229141235s, input_fired_time: 0.8180218339, output_fired_time: 0.4843408763, propagate_forward_time: 26.3067131042, propagate_backward_time: 36.9222488403, weight_update_time: 0.0871753693, other_time: 1.7915840149
epoch time: 5.6056408882s, input_fired_time: 0.0916172788, output_fired_time: 0.0000000000, propagate_forward_time: 5.2032079697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108158112
validation[          , genome  6775] predictions:    9738/  10000 (97.38%), best:    9757/10000 (97.57%), error:       889.87994, best error:       777.94153 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 66.1192855835s, input_fired_time: 0.8066582084, output_fired_time: 0.4841704071, propagate_forward_time: 26.1665802002, propagate_backward_time: 36.9155311584, weight_update_time: 0.0846089423, other_time: 1.7463493347
epoch time: 5.6131982803s, input_fired_time: 0.0871750116, output_fired_time: 0.0000000000, propagate_forward_time: 5.2286949158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973284721
validation[          , genome  6775] predictions:    9729/  10000 (97.29%), best:    9757/10000 (97.57%), error:       900.23340, best error:       777.94153 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 66.1048278809s, input_fired_time: 0.8254590034, output_fired_time: 0.4826365411, propagate_forward_time: 26.1374301910, propagate_backward_time: 36.8723373413, weight_update_time: 0.0874016136, other_time: 1.7869644165
epoch time: 5.5905475616s, input_fired_time: 0.0907855630, output_fired_time: 0.0000000000, propagate_forward_time: 5.1964297295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3033323288
validation[          , genome  6775] predictions:    9730/  10000 (97.30%), best:    9757/10000 (97.57%), error:       957.27985, best error:       777.94153 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 65.6611480713s, input_fired_time: 0.8218830228, output_fired_time: 0.4821783006, propagate_forward_time: 26.0107688904, propagate_backward_time: 36.5690956116, weight_update_time: 0.0875133947, other_time: 1.7772216797
epoch time: 5.5861444473s, input_fired_time: 0.0915790573, output_fired_time: 0.0000000000, propagate_forward_time: 5.1930656433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3014998436
validation[          , genome  6775] predictions:    9704/  10000 (97.04%), best:    9757/10000 (97.57%), error:       994.16949, best error:       777.94153 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 66.0321655273s, input_fired_time: 0.8172982335, output_fired_time: 0.4857391715, propagate_forward_time: 26.1418304443, propagate_backward_time: 36.8279647827, weight_update_time: 0.0867786407, other_time: 1.7593307495
epoch time: 5.6241202354s, input_fired_time: 0.0879939720, output_fired_time: 0.0000000000, propagate_forward_time: 5.2380728722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2980532646
validation[          , genome  6775] predictions:    9761/  10000 (97.61%), best:    9757/10000 (97.57%), error:       843.66675, best error:       777.94153 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 66.2405090332s, input_fired_time: 0.7993699908, output_fired_time: 0.4823537171, propagate_forward_time: 26.2420997620, propagate_backward_time: 36.9848403931, weight_update_time: 0.0842927769, other_time: 1.7318458557
epoch time: 5.6596221924s, input_fired_time: 0.0892265961, output_fired_time: 0.0000000000, propagate_forward_time: 5.2703490257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3000464439
validation[          , genome  6775] predictions:    9743/  10000 (97.43%), best:    9757/10000 (97.57%), error:       859.27576, best error:       777.94153 on epoch:    81, 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: 28.2230243683s, input_fired_time: 0.4712109566, output_fired_time: 0.0000000000, propagate_forward_time: 26.2098617554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5419521332
best training[          , genome  6775] predictions:   49611/  50000 (99.22%), best:    9757/10000 (97.57%), error:      1517.33142, best error:       777.94153 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.5810623169s, input_fired_time: 0.0839894637, output_fired_time: 0.0000000000, propagate_forward_time: 5.2037138939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2933588028
   testing[          , genome  6775] predictions:    9797/  10000 (97.97%), best:    9757/10000 (97.57%), error:       691.06146, best error:       777.94153 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:19:54 (22900): called boinc_finish(0)

</stderr_txt>
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