Nameexact_genome_1512568488_45_7099_0
Workunit2606706
Created7 Dec 2017, 23:49:15 UTC
Sent7 Dec 2017, 23:52:36 UTC
Report deadline14 Dec 2017, 23:20:05 UTC
Received8 Dec 2017, 15:15:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time4 hours 55 min 57 sec
CPU time3 hours 30 min 26 sec
Validate stateValid
Credit1,744.36
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.50 MB
Peak swap size158.52 MB
Peak disk usage2.06 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
tion[          , genome  7099] predictions:    9686/  10000 (96.86%), best:    9688/10000 (96.88%), error:      1035.31042, best error:       997.34100 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 255.4700164795s, input_fired_time: 2.4041872025, output_fired_time: 2.1426529884, propagate_forward_time: 99.0944671631, propagate_backward_time: 145.7219390869, weight_update_time: 0.2466399372, other_time: 6.1067657471
epoch time: 25.4585399628s, input_fired_time: 0.2603327930, output_fired_time: 0.0000000000, propagate_forward_time: 23.8983783722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2998294830
validation[          , genome  7099] predictions:    9657/  10000 (96.57%), best:    9688/10000 (96.88%), error:      1150.19141, best error:       997.34100 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 257.8986206055s, input_fired_time: 2.3567905426, output_fired_time: 1.7952871323, propagate_forward_time: 101.5154418945, propagate_backward_time: 147.4742736816, weight_update_time: 0.3560200334, other_time: 4.7568206787
epoch time: 16.5051097870s, input_fired_time: 0.1518158913, output_fired_time: 0.0000000000, propagate_forward_time: 15.1486492157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2046451569
validation[          , genome  7099] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       948.01361, best error:       948.01361 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 271.8487548828s, input_fired_time: 2.7308030128, output_fired_time: 2.5293061733, propagate_forward_time: 101.9888992310, propagate_backward_time: 159.0829010010, weight_update_time: 0.2154339552, other_time: 5.5168609619
epoch time: 24.5410346985s, input_fired_time: 0.3559752405, output_fired_time: 0.0000000000, propagate_forward_time: 22.7289962769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4560623169
validation[          , genome  7099] predictions:    9683/  10000 (96.83%), best:    9717/10000 (97.17%), error:      1079.04077, best error:       948.01361 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 184.1138763428s, input_fired_time: 1.9774736166, output_fired_time: 1.2249315977, propagate_forward_time: 67.2901763916, propagate_backward_time: 108.8853759766, weight_update_time: 0.1427620202, other_time: 4.7359161377
epoch time: 11.0410585403s, input_fired_time: 0.1797208041, output_fired_time: 0.0000000000, propagate_forward_time: 10.3071603775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5541772842
validation[          , genome  7099] predictions:    9607/  10000 (96.07%), best:    9717/10000 (97.17%), error:      1300.42200, best error:       948.01361 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 108.3809738159s, input_fired_time: 1.1240245104, output_fired_time: 0.9370365739, propagate_forward_time: 40.2977905273, propagate_backward_time: 63.3311157227, weight_update_time: 0.1326785535, other_time: 2.6910095215
epoch time: 8.5214118958s, input_fired_time: 0.1349422485, output_fired_time: 0.0000000000, propagate_forward_time: 7.9159560204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4705138206
validation[          , genome  7099] predictions:    9701/  10000 (97.01%), best:    9717/10000 (97.17%), error:      1050.17163, best error:       948.01361 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 111.4206466675s, input_fired_time: 1.0930877924, output_fired_time: 0.9639623761, propagate_forward_time: 41.4388809204, propagate_backward_time: 65.0236434937, weight_update_time: 0.1325541437, other_time: 2.9010772705
epoch time: 8.1185541153s, input_fired_time: 0.1312076300, output_fired_time: 0.0000000000, propagate_forward_time: 7.5326180458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4547286034
validation[          , genome  7099] predictions:    9706/  10000 (97.06%), best:    9717/10000 (97.17%), error:      1003.94299, best error:       948.01361 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 110.9731521606s, input_fired_time: 1.1894460917, output_fired_time: 0.9854556322, propagate_forward_time: 41.3647537231, propagate_backward_time: 64.6550979614, weight_update_time: 0.1347209662, other_time: 2.7783966064
epoch time: 8.3727378845s, input_fired_time: 0.1339519471, output_fired_time: 0.0000000000, propagate_forward_time: 7.7726702690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661154747
validation[          , genome  7099] predictions:    9707/  10000 (97.07%), best:    9717/10000 (97.17%), error:       969.49823, best error:       948.01361 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 113.6480865479s, input_fired_time: 1.1001535654, output_fired_time: 1.0128866434, propagate_forward_time: 42.4889755249, propagate_backward_time: 66.2765197754, weight_update_time: 0.1356993616, other_time: 2.7695541382
epoch time: 10.8052749634s, input_fired_time: 0.1431297064, output_fired_time: 0.0000000000, propagate_forward_time: 10.1630363464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4991092682
validation[          , genome  7099] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       931.00452, best error:       931.00452 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 116.3559265137s, input_fired_time: 1.1496385336, output_fired_time: 1.0136576891, propagate_forward_time: 43.5235939026, propagate_backward_time: 67.6912307739, weight_update_time: 0.1370075196, other_time: 2.9778060913
epoch time: 8.7683258057s, input_fired_time: 0.1329253465, output_fired_time: 0.0000000000, propagate_forward_time: 8.1737222672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4616785049
validation[          , genome  7099] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       901.70679, best error:       901.70679 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 114.8387603760s, input_fired_time: 1.1652394533, output_fired_time: 0.9894764423, propagate_forward_time: 43.1080093384, propagate_backward_time: 66.7395629883, weight_update_time: 0.1390202194, other_time: 2.8364715576
epoch time: 9.8910694122s, input_fired_time: 0.1337486953, output_fired_time: 0.0000000000, propagate_forward_time: 9.2410097122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5163106918
validation[          , genome  7099] predictions:    9698/  10000 (96.98%), best:    9726/10000 (97.26%), error:       930.37769, best error:       901.70679 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 113.7302932739s, input_fired_time: 1.1089662313, output_fired_time: 1.0509184599, propagate_forward_time: 42.5980720520, propagate_backward_time: 66.1466522217, weight_update_time: 0.1370812654, other_time: 2.8256835938
epoch time: 9.8438816071s, input_fired_time: 0.1408773959, output_fired_time: 0.0000000000, propagate_forward_time: 9.1675701141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5354337692
validation[          , genome  7099] predictions:    9690/  10000 (96.90%), best:    9726/10000 (97.26%), error:      1040.79663, best error:       901.70679 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 112.7644958496s, input_fired_time: 1.1129633188, output_fired_time: 1.0221446753, propagate_forward_time: 42.1866569519, propagate_backward_time: 65.6276931763, weight_update_time: 0.1375953555, other_time: 2.8150405884
epoch time: 8.8956289291s, input_fired_time: 0.1792379618, output_fired_time: 0.0000000000, propagate_forward_time: 8.1939716339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5224189758
validation[          , genome  7099] predictions:    9687/  10000 (96.87%), best:    9726/10000 (97.26%), error:      1014.85162, best error:       901.70679 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 116.2038116455s, input_fired_time: 1.1507329941, output_fired_time: 1.0656120777, propagate_forward_time: 43.5160522461, propagate_backward_time: 67.5515441895, weight_update_time: 0.1388590336, other_time: 2.9198684692
epoch time: 8.5448284149s, input_fired_time: 0.1334435493, output_fired_time: 0.0000000000, propagate_forward_time: 7.9511194229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602651596
validation[          , genome  7099] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       935.96643, best error:       901.70679 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 116.4798202515s, input_fired_time: 1.1310014725, output_fired_time: 1.0470300913, propagate_forward_time: 43.6414070129, propagate_backward_time: 67.8198852539, weight_update_time: 0.1404010803, other_time: 2.8404998779
epoch time: 9.6926946640s, input_fired_time: 0.2026721090, output_fired_time: 0.0000000000, propagate_forward_time: 9.0057392120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4842834473
validation[          , genome  7099] predictions:    9691/  10000 (96.91%), best:    9726/10000 (97.26%), error:      1024.69202, best error:       901.70679 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 115.5714950562s, input_fired_time: 1.2184442282, output_fired_time: 1.1006485224, propagate_forward_time: 43.0294075012, propagate_backward_time: 67.3457794189, weight_update_time: 0.1369374096, other_time: 2.8772125244
epoch time: 9.6521940231s, input_fired_time: 0.1476414800, output_fired_time: 0.0000000000, propagate_forward_time: 8.9960985184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084543228
validation[          , genome  7099] predictions:    9707/  10000 (97.07%), best:    9726/10000 (97.26%), error:       985.77979, best error:       901.70679 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 113.6298446655s, input_fired_time: 1.1240350008, output_fired_time: 0.9945952296, propagate_forward_time: 42.4058151245, propagate_backward_time: 66.3665618896, weight_update_time: 0.1393775940, other_time: 2.7388305664
epoch time: 8.3710021973s, input_fired_time: 0.1332597435, output_fired_time: 0.0000000000, propagate_forward_time: 7.7779326439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4598097801
validation[          , genome  7099] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       875.70190, best error:       875.70190 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 111.7151870728s, input_fired_time: 1.1046257019, output_fired_time: 0.9644625783, propagate_forward_time: 41.8006858826, propagate_backward_time: 65.1089935303, weight_update_time: 0.1356763393, other_time: 2.7364196777
epoch time: 10.5083227158s, input_fired_time: 0.1408942491, output_fired_time: 0.0000000000, propagate_forward_time: 9.8799343109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4874944687
validation[          , genome  7099] predictions:    9693/  10000 (96.93%), best:    9739/10000 (97.39%), error:       972.63983, best error:       875.70190 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 120.4058303833s, input_fired_time: 1.1815023422, output_fired_time: 1.1865726709, propagate_forward_time: 44.9793205261, propagate_backward_time: 70.1129837036, weight_update_time: 0.1383454353, other_time: 2.9454574585
epoch time: 8.8127145767s, input_fired_time: 0.1380336583, output_fired_time: 0.0000000000, propagate_forward_time: 8.2033596039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713211060
validation[          , genome  7099] predictions:    9650/  10000 (96.50%), best:    9739/10000 (97.39%), error:      1078.81360, best error:       875.70190 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 202.9164581299s, input_fired_time: 1.6104996204, output_fired_time: 1.2580685616, propagate_forward_time: 76.7527542114, propagate_backward_time: 118.3908081055, weight_update_time: 0.1497431099, other_time: 4.9043197632
epoch time: 17.4526920319s, input_fired_time: 0.1546745151, output_fired_time: 0.0000000000, propagate_forward_time: 15.9058399200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3921775818
validation[          , genome  7099] predictions:    9621/  10000 (96.21%), best:    9739/10000 (97.39%), error:      1179.89795, best error:       875.70190 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 206.8404846191s, input_fired_time: 2.0218932629, output_fired_time: 1.7974377871, propagate_forward_time: 77.5916976929, propagate_backward_time: 120.8503341675, weight_update_time: 0.1521741003, other_time: 4.5791168213
epoch time: 19.2693405151s, input_fired_time: 0.2321980000, output_fired_time: 0.0000000000, propagate_forward_time: 17.6118412018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4253005981
validation[          , genome  7099] predictions:    9732/  10000 (97.32%), best:    9739/10000 (97.39%), error:       892.40521, best error:       875.70190 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 167.8527221680s, input_fired_time: 1.3742300272, output_fired_time: 1.5313124657, propagate_forward_time: 61.6004905701, propagate_backward_time: 99.5190963745, weight_update_time: 0.1441454589, other_time: 3.8275833130
epoch time: 9.6766405106s, input_fired_time: 0.1398062855, output_fired_time: 0.0000000000, propagate_forward_time: 9.0517072678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4851264954
validation[          , genome  7099] predictions:    9714/  10000 (97.14%), best:    9739/10000 (97.39%), error:       951.00897, best error:       875.70190 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 112.0459747314s, input_fired_time: 1.1035919189, output_fired_time: 0.9568871856, propagate_forward_time: 41.8543472290, propagate_backward_time: 65.3249282837, weight_update_time: 0.1356968135, other_time: 2.8062210083
epoch time: 8.7629117966s, input_fired_time: 0.1354844272, output_fired_time: 0.0000000000, propagate_forward_time: 8.1613197327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661073685
validation[          , genome  7099] predictions:    9685/  10000 (96.85%), best:    9739/10000 (97.39%), error:      1003.92987, best error:       875.70190 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 112.5385818481s, input_fired_time: 1.1497753859, output_fired_time: 1.0829164982, propagate_forward_time: 41.9553031921, propagate_backward_time: 65.6911544800, weight_update_time: 0.1351187378, other_time: 2.6594314575
epoch time: 9.6605911255s, input_fired_time: 0.1377157569, output_fired_time: 0.0000000000, propagate_forward_time: 8.9796686172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432071686
validation[          , genome  7099] predictions:    9639/  10000 (96.39%), best:    9739/10000 (97.39%), error:      1182.02368, best error:       875.70190 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 114.2182159424s, input_fired_time: 1.1227208376, output_fired_time: 1.0608783960, propagate_forward_time: 42.6265220642, propagate_backward_time: 66.5433502197, weight_update_time: 0.2165665478, other_time: 2.8647460938
epoch time: 8.6874761581s, input_fired_time: 0.1375053078, output_fired_time: 0.0000000000, propagate_forward_time: 8.0827341080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672365189
validation[          , genome  7099] predictions:    9716/  10000 (97.16%), best:    9739/10000 (97.39%), error:       926.78839, best error:       875.70190 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 113.0906219482s, input_fired_time: 1.1144500971, output_fired_time: 1.0141421556, propagate_forward_time: 42.0048484802, propagate_backward_time: 66.1267471313, weight_update_time: 0.1369712204, other_time: 2.8304367065
epoch time: 9.7042598724s, input_fired_time: 0.2148057222, output_fired_time: 0.0000000000, propagate_forward_time: 8.9310159683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5584383011
validation[          , genome  7099] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       873.57617, best error:       873.57617 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 111.6775817871s, input_fired_time: 1.1483917236, output_fired_time: 0.9934480190, propagate_forward_time: 41.6094207764, propagate_backward_time: 65.2439575195, weight_update_time: 0.1344418675, other_time: 2.6823654175
epoch time: 8.9265069962s, input_fired_time: 0.1327441335, output_fired_time: 0.0000000000, propagate_forward_time: 8.2933397293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5004234314
validation[          , genome  7099] predictions:    9731/  10000 (97.31%), best:    9737/10000 (97.37%), error:       899.89618, best error:       873.57617 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 111.7045211792s, input_fired_time: 1.0977017879, output_fired_time: 0.9446704984, propagate_forward_time: 41.5376129150, propagate_backward_time: 65.3551940918, weight_update_time: 0.1344936192, other_time: 2.7693405151
epoch time: 9.6678915024s, input_fired_time: 0.1371248960, output_fired_time: 0.0000000000, propagate_forward_time: 9.0580854416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726810455
validation[          , genome  7099] predictions:    9692/  10000 (96.92%), best:    9737/10000 (97.37%), error:      1007.07227, best error:       873.57617 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 108.8802719116s, input_fired_time: 1.0926443338, output_fired_time: 0.9383818507, propagate_forward_time: 40.5964317322, propagate_backward_time: 63.6312828064, weight_update_time: 0.1331710815, other_time: 2.6215248108
epoch time: 8.8246984482s, input_fired_time: 0.1395604759, output_fired_time: 0.0000000000, propagate_forward_time: 8.2068614960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4782762527
validation[          , genome  7099] predictions:    9724/  10000 (97.24%), best:    9737/10000 (97.37%), error:       915.06995, best error:       873.57617 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 111.0393600464s, input_fired_time: 1.1765303612, output_fired_time: 1.0748442411, propagate_forward_time: 41.4122810364, propagate_backward_time: 64.6517486572, weight_update_time: 0.1361863017, other_time: 2.7239532471
epoch time: 9.1417818069s, input_fired_time: 0.1359339505, output_fired_time: 0.0000000000, propagate_forward_time: 8.4965143204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5093336105
validation[          , genome  7099] predictions:    9732/  10000 (97.32%), best:    9737/10000 (97.37%), error:       874.75140, best error:       873.57617 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 114.3319625854s, input_fired_time: 1.1652323008, output_fired_time: 0.9747918248, propagate_forward_time: 42.8050460815, propagate_backward_time: 66.5946426392, weight_update_time: 0.1373971850, other_time: 2.7922515869
epoch time: 9.2971029282s, input_fired_time: 0.1465560347, output_fired_time: 0.0000000000, propagate_forward_time: 8.6488828659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5016641617
validation[          , genome  7099] predictions:    9717/  10000 (97.17%), best:    9737/10000 (97.37%), error:       890.43146, best error:       873.57617 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 111.4510269165s, input_fired_time: 1.1087070704, output_fired_time: 0.9583771825, propagate_forward_time: 41.6312599182, propagate_backward_time: 65.0349731445, weight_update_time: 0.1356640309, other_time: 2.7177124023
epoch time: 9.2224874496s, input_fired_time: 0.1388984621, output_fired_time: 0.0000000000, propagate_forward_time: 8.5460157394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375728607
validation[          , genome  7099] predictions:    9694/  10000 (96.94%), best:    9737/10000 (97.37%), error:       989.77576, best error:       873.57617 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 113.5035476685s, input_fired_time: 1.1705428362, output_fired_time: 1.0141273737, propagate_forward_time: 42.3586463928, propagate_backward_time: 66.1527862549, weight_update_time: 0.1855861992, other_time: 2.8074493408
epoch time: 8.1835002899s, input_fired_time: 0.1347706616, output_fired_time: 0.0000000000, propagate_forward_time: 7.5884318352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602980614
validation[          , genome  7099] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       892.86212, best error:       873.57617 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 112.8565444946s, input_fired_time: 1.1313512325, output_fired_time: 0.9825690389, propagate_forward_time: 42.2329826355, propagate_backward_time: 65.6615676880, weight_update_time: 0.1384841800, other_time: 2.8480758667
epoch time: 10.5019617081s, input_fired_time: 0.1765955538, output_fired_time: 0.0000000000, propagate_forward_time: 9.6941671371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6311988831
validation[          , genome  7099] predictions:    9742/  10000 (97.42%), best:    9737/10000 (97.37%), error:       881.67999, best error:       873.57617 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 114.4922027588s, input_fired_time: 1.1817510128, output_fired_time: 0.9904432893, propagate_forward_time: 42.7467155457, propagate_backward_time: 66.7922973633, weight_update_time: 0.1394426674, other_time: 2.7810058594
epoch time: 8.9364280701s, input_fired_time: 0.1371638030, output_fired_time: 0.0000000000, propagate_forward_time: 8.3300600052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692039490
validation[          , genome  7099] predictions:    9729/  10000 (97.29%), best:    9737/10000 (97.37%), error:       905.64740, best error:       873.57617 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 111.5509719849s, input_fired_time: 1.1653693914, output_fired_time: 1.0162550211, propagate_forward_time: 41.5883483887, propagate_backward_time: 64.9988098145, weight_update_time: 0.1363829374, other_time: 2.7821884155
epoch time: 8.6593074799s, input_fired_time: 0.1402552575, output_fired_time: 0.0000000000, propagate_forward_time: 8.0441064835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4749460220
validation[          , genome  7099] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       833.39728, best error:       833.39728 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 116.5620956421s, input_fired_time: 1.1171163321, output_fired_time: 1.0106228590, propagate_forward_time: 43.5844917297, propagate_backward_time: 68.1353836060, weight_update_time: 0.1362451762, other_time: 2.7144851685
epoch time: 8.3673248291s, input_fired_time: 0.1361280233, output_fired_time: 0.0000000000, propagate_forward_time: 7.7659993172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651970863
validation[          , genome  7099] predictions:    9696/  10000 (96.96%), best:    9757/10000 (97.57%), error:       986.65009, best error:       833.39728 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 116.5335617065s, input_fired_time: 1.1723954678, output_fired_time: 1.0697685480, propagate_forward_time: 43.6887817383, propagate_backward_time: 67.8243942261, weight_update_time: 0.1685083061, other_time: 2.7782211304
epoch time: 10.1195230484s, input_fired_time: 0.1425593048, output_fired_time: 0.0000000000, propagate_forward_time: 9.3991317749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5778322220
validation[          , genome  7099] predictions:    9706/  10000 (97.06%), best:    9757/10000 (97.57%), error:       970.37714, best error:       833.39728 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 112.5614013672s, input_fired_time: 1.1925715208, output_fired_time: 0.9759275913, propagate_forward_time: 41.8960342407, propagate_backward_time: 65.7244110107, weight_update_time: 0.1378708780, other_time: 2.7724533081
epoch time: 9.4892454147s, input_fired_time: 0.1425193846, output_fired_time: 0.0000000000, propagate_forward_time: 8.8661479950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4805784225
validation[          , genome  7099] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       799.25549, best error:       799.25549 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 112.6988220215s, input_fired_time: 1.1349341869, output_fired_time: 0.9888041019, propagate_forward_time: 42.1427650452, propagate_backward_time: 65.7014770508, weight_update_time: 0.1389946043, other_time: 2.7308349609
epoch time: 9.4164152145s, input_fired_time: 0.1442458630, output_fired_time: 0.0000000000, propagate_forward_time: 8.7823867798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4897823334
validation[          , genome  7099] predictions:    9730/  10000 (97.30%), best:    9777/10000 (97.77%), error:       904.63483, best error:       799.25549 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 131.2674713135s, input_fired_time: 1.5013425350, output_fired_time: 1.0351648331, propagate_forward_time: 50.5532531738, propagate_backward_time: 75.1529846191, weight_update_time: 0.1412725300, other_time: 3.0247192383
epoch time: 16.1060981750s, input_fired_time: 0.1575339884, output_fired_time: 0.0000000000, propagate_forward_time: 15.0231542587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9254102707
validation[          , genome  7099] predictions:    9673/  10000 (96.73%), best:    9777/10000 (97.77%), error:      1038.89038, best error:       799.25549 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 188.8482055664s, input_fired_time: 2.0951673985, output_fired_time: 1.5173065662, propagate_forward_time: 70.7798843384, propagate_backward_time: 109.3593902588, weight_update_time: 0.4028098583, other_time: 5.0964584351
epoch time: 15.6265516281s, input_fired_time: 0.4536316693, output_fired_time: 0.0000000000, propagate_forward_time: 14.0932540894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0796661377
validation[          , genome  7099] predictions:    9748/  10000 (97.48%), best:    9777/10000 (97.77%), error:       887.49432, best error:       799.25549 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 188.6310729980s, input_fired_time: 2.0647008419, output_fired_time: 2.1113743782, propagate_forward_time: 71.1484298706, propagate_backward_time: 107.8952789307, weight_update_time: 0.4027621746, other_time: 5.4112930298
epoch time: 15.7736196518s, input_fired_time: 0.1881295443, output_fired_time: 0.0000000000, propagate_forward_time: 14.9422988892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6431913376
validation[          , genome  7099] predictions:    9753/  10000 (97.53%), best:    9777/10000 (97.77%), error:       853.29474, best error:       799.25549 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 171.1058502197s, input_fired_time: 1.8128144741, output_fired_time: 1.4187009335, propagate_forward_time: 62.1515388489, propagate_backward_time: 101.6055297852, weight_update_time: 0.1527322829, other_time: 4.1172637939
epoch time: 13.5450572968s, input_fired_time: 0.6563432217, output_fired_time: 0.0000000000, propagate_forward_time: 12.3571586609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5315551758
validation[          , genome  7099] predictions:    9733/  10000 (97.33%), best:    9777/10000 (97.77%), error:       903.11279, best error:       799.25549 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 172.5560760498s, input_fired_time: 1.2628974915, output_fired_time: 1.5906939507, propagate_forward_time: 68.4212265015, propagate_backward_time: 96.9019699097, weight_update_time: 0.1524162889, other_time: 4.3792877197
epoch time: 13.6191263199s, input_fired_time: 0.4058007002, output_fired_time: 0.0000000000, propagate_forward_time: 12.6806325912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326929092
validation[          , genome  7099] predictions:    9713/  10000 (97.13%), best:    9777/10000 (97.77%), error:       972.80792, best error:       799.25549 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 179.1931915283s, input_fired_time: 2.5029678345, output_fired_time: 1.1404864788, propagate_forward_time: 64.1663742065, propagate_backward_time: 107.4608917236, weight_update_time: 0.1523226053, other_time: 3.9224624634
epoch time: 18.3042335510s, input_fired_time: 0.1561771929, output_fired_time: 0.0000000000, propagate_forward_time: 17.1307106018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0173454285
validation[          , genome  7099] predictions:    9744/  10000 (97.44%), best:    9777/10000 (97.77%), error:       868.19421, best error:       799.25549 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 242.7969970703s, input_fired_time: 2.5866415501, output_fired_time: 2.2653219700, propagate_forward_time: 90.8277893066, propagate_backward_time: 140.5711059570, weight_update_time: 0.2931483984, other_time: 6.5461425781
epoch time: 18.8312149048s, input_fired_time: 0.2518914342, output_fired_time: 0.0000000000, propagate_forward_time: 17.4668846130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1124382019
validation[          , genome  7099] predictions:    9718/  10000 (97.18%), best:    9777/10000 (97.77%), error:       947.27606, best error:       799.25549 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 203.8947753906s, input_fired_time: 2.6917924881, output_fired_time: 1.2336612940, propagate_forward_time: 78.7878799438, propagate_backward_time: 115.6038742065, weight_update_time: 0.4495027065, other_time: 5.5775756836
epoch time: 16.5301895142s, input_fired_time: 0.2825702727, output_fired_time: 0.0000000000, propagate_forward_time: 15.0123500824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2352695465
validation[          , genome  7099] predictions:    9737/  10000 (97.37%), best:    9777/10000 (97.77%), error:       881.76215, best error:       799.25549 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 176.2430725098s, input_fired_time: 1.5803966522, output_fired_time: 1.8884937763, propagate_forward_time: 65.7333068848, propagate_backward_time: 103.1834182739, weight_update_time: 0.4031736851, other_time: 3.8574600220
epoch time: 14.6049318314s, input_fired_time: 0.1560681313, output_fired_time: 0.0000000000, propagate_forward_time: 13.6663846970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7824792862
validation[          , genome  7099] predictions:    9613/  10000 (96.13%), best:    9777/10000 (97.77%), error:      1328.27502, best error:       799.25549 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 185.2218170166s, input_fired_time: 1.2233492136, output_fired_time: 2.4374587536, propagate_forward_time: 70.8686676025, propagate_backward_time: 106.6447906494, weight_update_time: 0.2462067157, other_time: 4.0475616455
epoch time: 14.9646949768s, input_fired_time: 0.1570686400, output_fired_time: 0.0000000000, propagate_forward_time: 14.2755918503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320348740
validation[          , genome  7099] predictions:    9734/  10000 (97.34%), best:    9777/10000 (97.77%), error:       867.86072, best error:       799.25549 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 177.0862121582s, input_fired_time: 1.3465009928, output_fired_time: 1.0917274952, propagate_forward_time: 68.1152114868, propagate_backward_time: 101.8733444214, weight_update_time: 0.4651850462, other_time: 4.6594390869
epoch time: 15.8565664291s, input_fired_time: 0.2204336226, output_fired_time: 0.0000000000, propagate_forward_time: 14.4942197800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1419134140
validation[          , genome  7099] predictions:    9693/  10000 (96.93%), best:    9777/10000 (97.77%), error:       949.56653, best error:       799.25549 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 227.3298492432s, input_fired_time: 2.5046644211, output_fired_time: 1.9020820856, propagate_forward_time: 83.7928237915, propagate_backward_time: 133.3915252686, weight_update_time: 0.1521694958, other_time: 5.7387542725
epoch time: 21.9117755890s, input_fired_time: 0.6096013784, output_fired_time: 0.0000000000, propagate_forward_time: 20.3780689240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9241046906
validation[          , genome  7099] predictions:    9707/  10000 (97.07%), best:    9777/10000 (97.77%), error:       962.07532, best error:       799.25549 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 250.1376495361s, input_fired_time: 2.4885945320, output_fired_time: 2.5854392052, propagate_forward_time: 91.7435455322, propagate_backward_time: 146.4305114746, weight_update_time: 0.4499539137, other_time: 6.8895568848
epoch time: 23.2132492065s, input_fired_time: 0.2832831144, output_fired_time: 0.0000000000, propagate_forward_time: 22.0217456818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9082202911
validation[          , genome  7099] predictions:    9716/  10000 (97.16%), best:    9777/10000 (97.77%), error:       919.45123, best error:       799.25549 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 246.3021545410s, input_fired_time: 3.2415940762, output_fired_time: 1.9032515287, propagate_forward_time: 92.7333221436, propagate_backward_time: 142.1358337402, weight_update_time: 0.2929639220, other_time: 6.2881622314
epoch time: 19.7188434601s, input_fired_time: 0.2202584445, output_fired_time: 0.0000000000, propagate_forward_time: 18.4971351624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0014495850
validation[          , genome  7099] predictions:    9718/  10000 (97.18%), best:    9777/10000 (97.77%), error:       936.50543, best error:       799.25549 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 215.8123474121s, input_fired_time: 3.3475415707, output_fired_time: 2.8265550137, propagate_forward_time: 79.1861190796, propagate_backward_time: 125.2934341431, weight_update_time: 0.7643647194, other_time: 5.1587142944
epoch time: 14.1151542664s, input_fired_time: 0.4069062471, output_fired_time: 0.0000000000, propagate_forward_time: 13.1765918732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316562653
validation[          , genome  7099] predictions:    9720/  10000 (97.20%), best:    9777/10000 (97.77%), error:       894.57849, best error:       799.25549 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 183.7159576416s, input_fired_time: 1.9318604469, output_fired_time: 2.6175615788, propagate_forward_time: 67.5877609253, propagate_backward_time: 107.0096282959, weight_update_time: 0.1478493214, other_time: 4.5691452026
epoch time: 8.6473836899s, input_fired_time: 0.1398759186, output_fired_time: 0.0000000000, propagate_forward_time: 8.0411357880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4663715363
validation[          , genome  7099] predictions:    9679/  10000 (96.79%), best:    9777/10000 (97.77%), error:      1099.94031, best error:       799.25549 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 109.5023345947s, input_fired_time: 1.1225398779, output_fired_time: 0.9589421153, propagate_forward_time: 40.8014640808, propagate_backward_time: 63.9423866272, weight_update_time: 0.1355677694, other_time: 2.6769981384
epoch time: 8.8123435974s, input_fired_time: 0.1398518085, output_fired_time: 0.0000000000, propagate_forward_time: 8.2049312592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4675607681
validation[          , genome  7099] predictions:    9730/  10000 (97.30%), best:    9777/10000 (97.77%), error:       885.06848, best error:       799.25549 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 109.9278640747s, input_fired_time: 1.1759247780, output_fired_time: 1.0609073639, propagate_forward_time: 40.9968528748, propagate_backward_time: 64.0139999390, weight_update_time: 0.1363895684, other_time: 2.6801834106
epoch time: 8.1801195145s, input_fired_time: 0.1371258795, output_fired_time: 0.0000000000, propagate_forward_time: 7.5846004486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583930969
validation[          , genome  7099] predictions:    9720/  10000 (97.20%), best:    9777/10000 (97.77%), error:       928.52423, best error:       799.25549 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 113.4545135498s, input_fired_time: 1.1186109781, output_fired_time: 0.9510690570, propagate_forward_time: 42.4699745178, propagate_backward_time: 65.9636001587, weight_update_time: 0.2279463857, other_time: 2.9512557983
epoch time: 8.9960670471s, input_fired_time: 0.1346538812, output_fired_time: 0.0000000000, propagate_forward_time: 8.4120454788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4493675232
validation[          , genome  7099] predictions:    9747/  10000 (97.47%), best:    9777/10000 (97.77%), error:       829.59772, best error:       799.25549 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 112.2289810181s, input_fired_time: 1.2199563980, output_fired_time: 1.0667595863, propagate_forward_time: 41.7029266357, propagate_backward_time: 65.6132202148, weight_update_time: 0.1336524338, other_time: 2.6261215210
epoch time: 9.8454227448s, input_fired_time: 0.1541261077, output_fired_time: 0.0000000000, propagate_forward_time: 9.1662626266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250339508
validation[          , genome  7099] predictions:    9603/  10000 (96.03%), best:    9777/10000 (97.77%), error:      1265.68665, best error:       799.25549 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 114.0028610229s, input_fired_time: 1.3964589834, output_fired_time: 1.0710053444, propagate_forward_time: 42.4922523499, propagate_backward_time: 66.3098297119, weight_update_time: 0.1339601129, other_time: 2.7333068848
epoch time: 8.3932056427s, input_fired_time: 0.1390090287, output_fired_time: 0.0000000000, propagate_forward_time: 7.7905077934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636883736
validation[          , genome  7099] predictions:    9691/  10000 (96.91%), best:    9777/10000 (97.77%), error:       955.98859, best error:       799.25549 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 110.0630111694s, input_fired_time: 1.1106138229, output_fired_time: 0.9374595881, propagate_forward_time: 41.0681304932, propagate_backward_time: 64.1121826172, weight_update_time: 0.1325193048, other_time: 2.8346252441
epoch time: 8.9413957596s, input_fired_time: 0.1394401938, output_fired_time: 0.0000000000, propagate_forward_time: 8.2266530991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5753021240
validation[          , genome  7099] predictions:    9724/  10000 (97.24%), best:    9777/10000 (97.77%), error:       943.70313, best error:       799.25549 on epoch:    52, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 111.6131668091s, input_fired_time: 1.2207198143, output_fired_time: 0.9605873227, propagate_forward_time: 41.5295372009, propagate_backward_time: 65.1224746704, weight_update_time: 0.1356333494, other_time: 2.7798538208
epoch time: 8.6601419449s, input_fired_time: 0.1419992000, output_fired_time: 0.0000000000, propagate_forward_time: 8.0398302078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783124924
validation[          , genome  7099] predictions:    9706/  10000 (97.06%), best:    9777/10000 (97.77%), error:      1012.50415, best error:       799.25549 on epoch:    52, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 116.2759246826s, input_fired_time: 1.2558637857, output_fired_time: 0.9812820554, propagate_forward_time: 43.4208717346, propagate_backward_time: 67.6853713989, weight_update_time: 0.2329453230, other_time: 2.9325332642
epoch time: 10.5997123718s, input_fired_time: 0.1376425326, output_fired_time: 0.0000000000, propagate_forward_time: 10.0032615662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588079453
validation[          , genome  7099] predictions:    9675/  10000 (96.75%), best:    9777/10000 (97.77%), error:      1063.23132, best error:       799.25549 on epoch:    52, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 114.4037551880s, input_fired_time: 1.1448180676, output_fired_time: 0.9827730656, propagate_forward_time: 42.6830558777, propagate_backward_time: 66.6511230469, weight_update_time: 0.1382604241, other_time: 2.9419860840
epoch time: 8.9709415436s, input_fired_time: 0.1439831853, output_fired_time: 0.0000000000, propagate_forward_time: 8.3455829620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4813756943
validation[          , genome  7099] predictions:    9749/  10000 (97.49%), best:    9777/10000 (97.77%), error:       816.23438, best error:       799.25549 on epoch:    52, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 221.6400146484s, input_fired_time: 2.2225601673, output_fired_time: 2.1621379852, propagate_forward_time: 86.9131011963, propagate_backward_time: 124.0185089111, weight_update_time: 0.2920249104, other_time: 6.3236999512
epoch time: 18.1464843750s, input_fired_time: 0.1604253203, output_fired_time: 0.0000000000, propagate_forward_time: 17.0607452393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9253139496
validation[          , genome  7099] predictions:    9723/  10000 (97.23%), best:    9777/10000 (97.77%), error:       948.62018, best error:       799.25549 on epoch:    52, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 236.1118927002s, input_fired_time: 2.3893406391, output_fired_time: 1.7635900974, propagate_forward_time: 86.1266250610, propagate_backward_time: 140.1700592041, weight_update_time: 0.4025966823, other_time: 5.6622772217
epoch time: 16.4143028259s, input_fired_time: 0.6588497758, output_fired_time: 0.0000000000, propagate_forward_time: 14.8645725250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8908805847
validation[          , genome  7099] predictions:    9744/  10000 (97.44%), best:    9777/10000 (97.77%), error:       861.94464, best error:       799.25549 on epoch:    52, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 223.5841979980s, input_fired_time: 2.6867799759, output_fired_time: 1.9824944735, propagate_forward_time: 85.6632385254, propagate_backward_time: 127.9793701172, weight_update_time: 0.4025565088, other_time: 5.2723083496
epoch time: 20.7405414581s, input_fired_time: 0.5495531559, output_fired_time: 0.0000000000, propagate_forward_time: 19.5485153198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6424732208
validation[          , genome  7099] predictions:    9705/  10000 (97.05%), best:    9777/10000 (97.77%), error:      1007.21228, best error:       799.25549 on epoch:    52, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 238.9460906982s, input_fired_time: 2.2011735439, output_fired_time: 1.9514342546, propagate_forward_time: 92.4899368286, propagate_backward_time: 137.0896759033, weight_update_time: 0.2463637441, other_time: 5.2138824463
epoch time: 22.7692108154s, input_fired_time: 0.1598472446, output_fired_time: 0.0000000000, propagate_forward_time: 20.9509963989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6583671570
validation[          , genome  7099] predictions:    9709/  10000 (97.09%), best:    9777/10000 (97.77%), error:       944.80151, best error:       799.25549 on epoch:    52, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 207.9535675049s, input_fired_time: 1.4822453260, output_fired_time: 1.9014652967, propagate_forward_time: 74.8959960938, propagate_backward_time: 125.4711608887, weight_update_time: 0.1524167508, other_time: 4.2027130127
epoch time: 15.1756095886s, input_fired_time: 0.1590228975, output_fired_time: 0.0000000000, propagate_forward_time: 14.1086797714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9079065323
validation[          , genome  7099] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       779.17371, best error:       779.17371 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 186.5112915039s, input_fired_time: 1.8251570463, output_fired_time: 2.3234765530, propagate_forward_time: 70.3819503784, propagate_backward_time: 107.6637725830, weight_update_time: 0.1522437632, other_time: 4.3169479370
epoch time: 16.1159057617s, input_fired_time: 0.2844969630, output_fired_time: 0.0000000000, propagate_forward_time: 15.1744585037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6569499969
validation[          , genome  7099] predictions:    9721/  10000 (97.21%), best:    9772/10000 (97.72%), error:       931.49377, best error:       779.17371 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 182.8357391357s, input_fired_time: 2.5762088299, output_fired_time: 1.7177225351, propagate_forward_time: 64.4901733398, propagate_backward_time: 109.6754608154, weight_update_time: 0.2618791163, other_time: 4.3761749268
epoch time: 17.1277942657s, input_fired_time: 0.2838960588, output_fired_time: 0.0000000000, propagate_forward_time: 16.1710472107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6728515625
validation[          , genome  7099] predictions:    9732/  10000 (97.32%), best:    9772/10000 (97.72%), error:       938.94128, best error:       779.17371 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 286.3907775879s, input_fired_time: 2.9699265957, output_fired_time: 1.6253107786, propagate_forward_time: 112.2266921997, propagate_backward_time: 161.2124023438, weight_update_time: 0.2774955332, other_time: 8.3564453125
epoch time: 29.5853843689s, input_fired_time: 0.4103480279, output_fired_time: 0.0000000000, propagate_forward_time: 27.9519519806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2230834961
validation[          , genome  7099] predictions:    9730/  10000 (97.30%), best:    9772/10000 (97.72%), error:       867.60559, best error:       779.17371 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 246.3399963379s, input_fired_time: 1.9698764086, output_fired_time: 2.4357438087, propagate_forward_time: 95.4567184448, propagate_backward_time: 141.3619537354, weight_update_time: 0.1535714567, other_time: 5.1157073975
epoch time: 30.6248512268s, input_fired_time: 0.3787402511, output_fired_time: 0.0000000000, propagate_forward_time: 28.7120018005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5341091156
validation[          , genome  7099] predictions:    9723/  10000 (97.23%), best:    9772/10000 (97.72%), error:       901.30481, best error:       779.17371 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 254.3760681152s, input_fired_time: 2.8759152889, output_fired_time: 3.2678227425, propagate_forward_time: 94.4202575684, propagate_backward_time: 148.7097625732, weight_update_time: 0.1529631764, other_time: 5.1023101807
epoch time: 27.7471637726s, input_fired_time: 0.1600448489, output_fired_time: 0.0000000000, propagate_forward_time: 25.6935253143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8935928345
validation[          , genome  7099] predictions:    9738/  10000 (97.38%), best:    9772/10000 (97.72%), error:       872.40942, best error:       779.17371 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 313.3523864746s, input_fired_time: 2.9894480705, output_fired_time: 2.8270466328, propagate_forward_time: 118.3032913208, propagate_backward_time: 181.6929321289, weight_update_time: 0.9027875066, other_time: 7.5396728516
epoch time: 17.1713180542s, input_fired_time: 0.2682495117, output_fired_time: 0.0000000000, propagate_forward_time: 15.7757291794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1273393631
validation[          , genome  7099] predictions:    9632/  10000 (96.32%), best:    9772/10000 (97.72%), error:      1175.99622, best error:       779.17371 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 234.1990356445s, input_fired_time: 1.9838011265, output_fired_time: 2.3275637627, propagate_forward_time: 87.7967987061, propagate_backward_time: 137.4795837402, weight_update_time: 0.4492567778, other_time: 4.6112976074
epoch time: 20.1512298584s, input_fired_time: 0.4258035421, output_fired_time: 0.0000000000, propagate_forward_time: 18.2239608765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5014648438
validation[          , genome  7099] predictions:    9747/  10000 (97.47%), best:    9772/10000 (97.72%), error:       884.37006, best error:       779.17371 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 240.2409973145s, input_fired_time: 2.4748852253, output_fired_time: 2.1047351360, propagate_forward_time: 89.3134689331, propagate_backward_time: 139.6811370850, weight_update_time: 0.1523061693, other_time: 6.6667633057
epoch time: 22.2894401550s, input_fired_time: 0.2684553862, output_fired_time: 0.0000000000, propagate_forward_time: 21.0034179688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0175666809
validation[          , genome  7099] predictions:    9739/  10000 (97.39%), best:    9772/10000 (97.72%), error:       871.16888, best error:       779.17371 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 232.2986297607s, input_fired_time: 2.9102089405, output_fired_time: 1.9398422241, propagate_forward_time: 84.9829559326, propagate_backward_time: 137.1258544922, weight_update_time: 0.4023945332, other_time: 5.3397674561
epoch time: 15.2714700699s, input_fired_time: 0.4096255600, output_fired_time: 0.0000000000, propagate_forward_time: 14.1946516037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6671924591
validation[          , genome  7099] predictions:    9726/  10000 (97.26%), best:    9772/10000 (97.72%), error:       920.27649, best error:       779.17371 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 162.5640869141s, input_fired_time: 1.3003585339, output_fired_time: 1.5401097536, propagate_forward_time: 62.8379211426, propagate_backward_time: 92.1110153198, weight_update_time: 0.1418383867, other_time: 4.7746810913
epoch time: 8.5060882568s, input_fired_time: 0.1430805326, output_fired_time: 0.0000000000, propagate_forward_time: 7.8922185898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707889557
validation[          , genome  7099] predictions:    9723/  10000 (97.23%), best:    9772/10000 (97.72%), error:       913.64978, best error:       779.17371 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 116.0344543457s, input_fired_time: 1.2277938128, output_fired_time: 1.0833435059, propagate_forward_time: 43.6951484680, propagate_backward_time: 67.2528839111, weight_update_time: 0.1350496262, other_time: 2.7752838135
epoch time: 8.3902750015s, input_fired_time: 0.1383869648, output_fired_time: 0.0000000000, propagate_forward_time: 7.7916336060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602546692
validation[          , genome  7099] predictions:    9725/  10000 (97.25%), best:    9772/10000 (97.72%), error:       934.53424, best error:       779.17371 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 114.4542999268s, input_fired_time: 1.2379413843, output_fired_time: 1.0561704636, propagate_forward_time: 42.6194038391, propagate_backward_time: 66.6688919067, weight_update_time: 0.1342667490, other_time: 2.8718948364
epoch time: 8.8439378738s, input_fired_time: 0.1465171278, output_fired_time: 0.0000000000, propagate_forward_time: 8.2139730453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834480286
validation[          , genome  7099] predictions:    9746/  10000 (97.46%), best:    9772/10000 (97.72%), error:       878.94965, best error:       779.17371 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 115.2303695679s, input_fired_time: 1.3307800293, output_fired_time: 0.9497286081, propagate_forward_time: 42.7450523376, propagate_backward_time: 67.1675186157, weight_update_time: 0.1334091872, other_time: 3.0372848511
epoch time: 8.2343368530s, input_fired_time: 0.1408568621, output_fired_time: 0.0000000000, propagate_forward_time: 7.6336889267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597911835
validation[          , genome  7099] predictions:    9663/  10000 (96.63%), best:    9772/10000 (97.72%), error:      1146.15100, best error:       779.17371 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 110.9918975830s, input_fired_time: 1.1281704903, output_fired_time: 0.9515462518, propagate_forward_time: 41.4073791504, propagate_backward_time: 64.7487030029, weight_update_time: 0.1340414435, other_time: 2.7560958862
epoch time: 12.1487197876s, input_fired_time: 0.1369431317, output_fired_time: 0.0000000000, propagate_forward_time: 11.3470439911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6647329330
validation[          , genome  7099] predictions:    9677/  10000 (96.77%), best:    9772/10000 (97.72%), error:      1041.95044, best error:       779.17371 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 117.3014144897s, input_fired_time: 1.2349619865, output_fired_time: 1.1564288139, propagate_forward_time: 43.4448547363, propagate_backward_time: 68.7993698120, weight_update_time: 0.1348535269, other_time: 2.6658020020
epoch time: 8.1867723465s, input_fired_time: 0.1387013346, output_fired_time: 0.0000000000, propagate_forward_time: 7.5909624100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4571084976
validation[          , genome  7099] predictions:    9661/  10000 (96.61%), best:    9772/10000 (97.72%), error:      1130.65466, best error:       779.17371 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 108.0377120972s, input_fired_time: 1.2418404818, output_fired_time: 0.9333509803, propagate_forward_time: 40.2373161316, propagate_backward_time: 62.8762893677, weight_update_time: 0.1318367720, other_time: 2.7489089966
epoch time: 9.4129142761s, input_fired_time: 0.1500044316, output_fired_time: 0.0000000000, propagate_forward_time: 8.7759628296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4869470596
validation[          , genome  7099] predictions:    9653/  10000 (96.53%), best:    9772/10000 (97.72%), error:      1225.60596, best error:       779.17371 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 115.1630935669s, input_fired_time: 1.2332234383, output_fired_time: 0.9597098231, propagate_forward_time: 42.6028175354, propagate_backward_time: 67.6926345825, weight_update_time: 0.1357419044, other_time: 2.6747055054
epoch time: 9.4870491028s, input_fired_time: 0.1454710811, output_fired_time: 0.0000000000, propagate_forward_time: 8.8605537415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810247421
validation[          , genome  7099] predictions:    9700/  10000 (97.00%), best:    9772/10000 (97.72%), error:      1010.82257, best error:       779.17371 on epoch:    83, 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: 44.6335830688s, input_fired_time: 0.7250266671, output_fired_time: 0.0000000000, propagate_forward_time: 41.3984832764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5100746155
best training[          , genome  7099] predictions:   49609/  50000 (99.22%), best:    9772/10000 (97.72%), error:      1567.07141, best error:       779.17371 on epoch:    83, 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: 8.7486362457s, input_fired_time: 0.1387095749, output_fired_time: 0.0000000000, propagate_forward_time: 8.1443519592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655742645
   testing[          , genome  7099] predictions:    9753/  10000 (97.53%), best:    9772/10000 (97.72%), error:       823.43927, best error:       779.17371 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:13:44 (11520): called boinc_finish(0)

</stderr_txt>
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