Nameexact_genome_1512568488_42_3802_0
Workunit2590239
Created7 Dec 2017, 6:43:07 UTC
Sent7 Dec 2017, 6:47:09 UTC
Report deadline9 Dec 2017, 10:30:52 UTC
Received7 Dec 2017, 8:10:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 hours 21 min 1 sec
CPU time1 hours 14 min 58 sec
Validate stateValid
Credit538.84
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.46 MB
Peak swap size153.86 MB
Peak disk usage2.05 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0414736383, output_fired_time: 0.0000000000, propagate_forward_time: 3.0232224464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933186531
validation[          , genome  3802] predictions:    9488/  10000 (94.88%), best:    9506/10000 (95.06%), error:      1711.98962, best error:      1687.35962 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 40.2262153625s, input_fired_time: 0.3219173253, output_fired_time: 0.3167382777, propagate_forward_time: 14.6509351730, propagate_backward_time: 22.7158031464, weight_update_time: 0.1323851794, other_time: 2.2208194733
epoch time: 2.9695556164s, input_fired_time: 0.0379487090, output_fired_time: 0.0000000000, propagate_forward_time: 2.5747926235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568143845
validation[          , genome  3802] predictions:    9507/  10000 (95.07%), best:    9507/10000 (95.07%), error:      1655.70398, best error:      1655.70398 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 41.1209831238s, input_fired_time: 0.3308632970, output_fired_time: 0.3203677535, propagate_forward_time: 14.9619588852, propagate_backward_time: 23.2568206787, weight_update_time: 0.1355972290, other_time: 2.2509727478
epoch time: 3.4588100910s, input_fired_time: 0.0420346148, output_fired_time: 0.0000000000, propagate_forward_time: 3.0130143166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037611485
validation[          , genome  3802] predictions:    9515/  10000 (95.15%), best:    9515/10000 (95.15%), error:      1635.64417, best error:      1635.64417 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 41.4740447998s, input_fired_time: 0.3291322291, output_fired_time: 0.3248017728, propagate_forward_time: 15.1102924347, propagate_backward_time: 23.4534893036, weight_update_time: 0.1339362115, other_time: 2.2563285828
epoch time: 3.4526929855s, input_fired_time: 0.0411072597, output_fired_time: 0.0000000000, propagate_forward_time: 3.0157279968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3958578110
validation[          , genome  3802] predictions:    9525/  10000 (95.25%), best:    9515/10000 (95.15%), error:      1650.56775, best error:      1635.64417 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 40.8479118347s, input_fired_time: 0.3268184662, output_fired_time: 0.3217372894, propagate_forward_time: 14.8329801559, propagate_backward_time: 23.1275272369, weight_update_time: 0.1318590343, other_time: 2.2388477325
epoch time: 3.3615968227s, input_fired_time: 0.0421311669, output_fired_time: 0.0000000000, propagate_forward_time: 2.9301552773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3893103600
validation[          , genome  3802] predictions:    9502/  10000 (95.02%), best:    9515/10000 (95.15%), error:      1647.03455, best error:      1635.64417 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 40.3093757629s, input_fired_time: 0.3218085468, output_fired_time: 0.3141539693, propagate_forward_time: 14.6621494293, propagate_backward_time: 22.7855968475, weight_update_time: 0.1349219382, other_time: 2.2256660461
epoch time: 3.3983311653s, input_fired_time: 0.0407742970, output_fired_time: 0.0000000000, propagate_forward_time: 2.9673047066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3902521133
validation[          , genome  3802] predictions:    9495/  10000 (94.95%), best:    9515/10000 (95.15%), error:      1683.52014, best error:      1635.64417 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 41.0356292725s, input_fired_time: 0.3282198310, output_fired_time: 0.3213343620, propagate_forward_time: 14.9346055984, propagate_backward_time: 23.2210330963, weight_update_time: 0.1331771463, other_time: 2.2304363251
epoch time: 3.4952900410s, input_fired_time: 0.0419811755, output_fired_time: 0.0000000000, propagate_forward_time: 3.0478131771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054956436
validation[          , genome  3802] predictions:    9507/  10000 (95.07%), best:    9515/10000 (95.15%), error:      1709.60803, best error:      1635.64417 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 41.2656860352s, input_fired_time: 0.3279898167, output_fired_time: 0.3208576441, propagate_forward_time: 14.9943132401, propagate_backward_time: 23.3535346985, weight_update_time: 0.1355099231, other_time: 2.2689895630
epoch time: 3.3671071529s, input_fired_time: 0.0410863534, output_fired_time: 0.0000000000, propagate_forward_time: 2.9357562065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3902645111
validation[          , genome  3802] predictions:    9501/  10000 (95.01%), best:    9515/10000 (95.15%), error:      1676.40747, best error:      1635.64417 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 41.0752372742s, input_fired_time: 0.3283298910, output_fired_time: 0.3219671547, propagate_forward_time: 14.9493370056, propagate_backward_time: 23.2302341461, weight_update_time: 0.1346280128, other_time: 2.2453670502
epoch time: 3.2804958820s, input_fired_time: 0.0403513424, output_fired_time: 0.0000000000, propagate_forward_time: 2.8571155071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830289841
validation[          , genome  3802] predictions:    9517/  10000 (95.17%), best:    9515/10000 (95.15%), error:      1644.07361, best error:      1635.64417 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 40.5616722107s, input_fired_time: 0.3250492811, output_fired_time: 0.3205900788, propagate_forward_time: 14.7369966507, propagate_backward_time: 22.9464473724, weight_update_time: 0.1322525889, other_time: 2.2325878143
epoch time: 3.4252543449s, input_fired_time: 0.0428167731, output_fired_time: 0.0000000000, propagate_forward_time: 2.9905946255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918428421
validation[          , genome  3802] predictions:    9497/  10000 (94.97%), best:    9515/10000 (95.15%), error:      1718.93665, best error:      1635.64417 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 41.1473503113s, input_fired_time: 0.3266177177, output_fired_time: 0.3239692450, propagate_forward_time: 14.9755315781, propagate_backward_time: 23.2831611633, weight_update_time: 0.1356964707, other_time: 2.2380676270
epoch time: 3.3925499916s, input_fired_time: 0.0413832590, output_fired_time: 0.0000000000, propagate_forward_time: 2.9557998180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953669071
validation[          , genome  3802] predictions:    9541/  10000 (95.41%), best:    9541/10000 (95.41%), error:      1598.10132, best error:      1598.10132 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 40.5576438904s, input_fired_time: 0.3267953992, output_fired_time: 0.3156515360, propagate_forward_time: 14.8012695313, propagate_backward_time: 22.8806362152, weight_update_time: 0.1327644885, other_time: 2.2332935333
epoch time: 3.3566329479s, input_fired_time: 0.0411922634, output_fired_time: 0.0000000000, propagate_forward_time: 2.9245607853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908798695
validation[          , genome  3802] predictions:    9546/  10000 (95.46%), best:    9546/10000 (95.46%), error:      1546.06323, best error:      1546.06323 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 40.9922142029s, input_fired_time: 0.3301502466, output_fired_time: 0.3201637268, propagate_forward_time: 14.9562053680, propagate_backward_time: 23.1383171082, weight_update_time: 0.1327443421, other_time: 2.2473773956
epoch time: 3.4183907509s, input_fired_time: 0.0425064713, output_fired_time: 0.0000000000, propagate_forward_time: 2.9724349976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4034492970
validation[          , genome  3802] predictions:    9514/  10000 (95.14%), best:    9546/10000 (95.46%), error:      1618.30432, best error:      1546.06323 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 40.2309684753s, input_fired_time: 0.3226114810, output_fired_time: 0.3146255612, propagate_forward_time: 14.6302785873, propagate_backward_time: 22.7456073761, weight_update_time: 0.1309944242, other_time: 2.2178440094
epoch time: 3.1241834164s, input_fired_time: 0.0387134999, output_fired_time: 0.0000000000, propagate_forward_time: 2.7170901299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683798313
validation[          , genome  3802] predictions:    9546/  10000 (95.46%), best:    9546/10000 (95.46%), error:      1577.42102, best error:      1546.06323 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 41.3985748291s, input_fired_time: 0.3280622065, output_fired_time: 0.3250247836, propagate_forward_time: 15.0356769562, propagate_backward_time: 23.4396877289, weight_update_time: 0.1353376359, other_time: 2.2701225281
epoch time: 3.2897670269s, input_fired_time: 0.0406149216, output_fired_time: 0.0000000000, propagate_forward_time: 2.8627254963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864266872
validation[          , genome  3802] predictions:    9536/  10000 (95.36%), best:    9536/10000 (95.36%), error:      1538.38562, best error:      1538.38562 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 41.3058776855s, input_fired_time: 0.3274800479, output_fired_time: 0.3288800120, propagate_forward_time: 15.0036048889, propagate_backward_time: 23.3839073181, weight_update_time: 0.1359738559, other_time: 2.2620048523
epoch time: 3.4420940876s, input_fired_time: 0.0423297286, output_fired_time: 0.0000000000, propagate_forward_time: 3.0042598248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955044746
validation[          , genome  3802] predictions:    9518/  10000 (95.18%), best:    9536/10000 (95.36%), error:      1619.59253, best error:      1538.38562 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 40.4443473816s, input_fired_time: 0.3234942853, output_fired_time: 0.3184478879, propagate_forward_time: 14.7406835556, propagate_backward_time: 22.8431396484, weight_update_time: 0.1335106492, other_time: 2.2185821533
epoch time: 3.4795489311s, input_fired_time: 0.0427165926, output_fired_time: 0.0000000000, propagate_forward_time: 3.0344514847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023809433
validation[          , genome  3802] predictions:    9530/  10000 (95.30%), best:    9536/10000 (95.36%), error:      1560.34973, best error:      1538.38562 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 40.2261047363s, input_fired_time: 0.3218140602, output_fired_time: 0.3156378865, propagate_forward_time: 14.5945291519, propagate_backward_time: 22.7825069427, weight_update_time: 0.1327240020, other_time: 2.2116146088
epoch time: 3.3187198639s, input_fired_time: 0.0409256145, output_fired_time: 0.0000000000, propagate_forward_time: 2.8865408897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912534714
validation[          , genome  3802] predictions:    9495/  10000 (94.95%), best:    9536/10000 (95.36%), error:      1645.28223, best error:      1538.38562 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 41.0847396851s, input_fired_time: 0.3288137615, output_fired_time: 0.3223001957, propagate_forward_time: 14.9696760178, propagate_backward_time: 23.2158641815, weight_update_time: 0.1344628632, other_time: 2.2480831146
epoch time: 3.4536442757s, input_fired_time: 0.0413098671, output_fired_time: 0.0000000000, propagate_forward_time: 3.0175838470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3947505951
validation[          , genome  3802] predictions:    9545/  10000 (95.45%), best:    9545/10000 (95.45%), error:      1518.55640, best error:      1518.55640 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 41.1483688354s, input_fired_time: 0.3295919597, output_fired_time: 0.3231238127, propagate_forward_time: 15.0089540482, propagate_backward_time: 23.2366561890, weight_update_time: 0.1331718713, other_time: 2.2500419617
epoch time: 3.3704662323s, input_fired_time: 0.0418257639, output_fired_time: 0.0000000000, propagate_forward_time: 2.9364852905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921551704
validation[          , genome  3802] predictions:    9558/  10000 (95.58%), best:    9558/10000 (95.58%), error:      1505.95959, best error:      1505.95959 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 40.9162902832s, input_fired_time: 0.3255190253, output_fired_time: 0.3190893233, propagate_forward_time: 14.8710575104, propagate_backward_time: 23.1692295074, weight_update_time: 0.1337527931, other_time: 2.2313957214
epoch time: 3.4392056465s, input_fired_time: 0.0421124920, output_fired_time: 0.0000000000, propagate_forward_time: 2.9860086441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110844135
validation[          , genome  3802] predictions:    9556/  10000 (95.56%), best:    9558/10000 (95.58%), error:      1532.34155, best error:      1505.95959 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 40.4018898010s, input_fired_time: 0.3229758739, output_fired_time: 0.3191035390, propagate_forward_time: 14.6653814316, propagate_backward_time: 22.8534393311, weight_update_time: 0.1328081042, other_time: 2.2409896851
epoch time: 3.1670067310s, input_fired_time: 0.0408628471, output_fired_time: 0.0000000000, propagate_forward_time: 2.7495822906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765616417
validation[          , genome  3802] predictions:    9448/  10000 (94.48%), best:    9558/10000 (95.58%), error:      1766.31580, best error:      1505.95959 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 40.7894821167s, input_fired_time: 0.3292011321, output_fired_time: 0.3213336468, propagate_forward_time: 14.8114690781, propagate_backward_time: 23.0654144287, weight_update_time: 0.1337256879, other_time: 2.2620620728
epoch time: 3.4011046886s, input_fired_time: 0.0423399843, output_fired_time: 0.0000000000, propagate_forward_time: 2.9613149166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974497318
validation[          , genome  3802] predictions:    9530/  10000 (95.30%), best:    9558/10000 (95.58%), error:      1609.58301, best error:      1505.95959 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 40.5010070801s, input_fired_time: 0.3281041980, output_fired_time: 0.3159894347, propagate_forward_time: 14.7601022720, propagate_backward_time: 22.8889904022, weight_update_time: 0.1312508583, other_time: 2.2078189850
epoch time: 3.4101614952s, input_fired_time: 0.0409741700, output_fired_time: 0.0000000000, propagate_forward_time: 2.9760897160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930976391
validation[          , genome  3802] predictions:    9556/  10000 (95.56%), best:    9558/10000 (95.58%), error:      1523.13635, best error:      1505.95959 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 41.0605278015s, input_fired_time: 0.3274053335, output_fired_time: 0.3236184716, propagate_forward_time: 14.9007177353, propagate_backward_time: 23.2757740021, weight_update_time: 0.1351283938, other_time: 2.2330112457
epoch time: 3.4683384895s, input_fired_time: 0.0415421799, output_fired_time: 0.0000000000, propagate_forward_time: 3.0277144909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990817070
validation[          , genome  3802] predictions:    9545/  10000 (95.45%), best:    9558/10000 (95.58%), error:      1536.88574, best error:      1505.95959 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 39.7978935242s, input_fired_time: 0.3204232156, output_fired_time: 0.3095362782, propagate_forward_time: 14.5086479187, propagate_backward_time: 22.4613494873, weight_update_time: 0.1319364607, other_time: 2.1979370117
epoch time: 3.1319653988s, input_fired_time: 0.0387344621, output_fired_time: 0.0000000000, propagate_forward_time: 2.7117149830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815159798
validation[          , genome  3802] predictions:    9564/  10000 (95.64%), best:    9564/10000 (95.64%), error:      1487.55664, best error:      1487.55664 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 40.3747711182s, input_fired_time: 0.3241526186, output_fired_time: 0.3179475069, propagate_forward_time: 14.6965780258, propagate_backward_time: 22.8231582642, weight_update_time: 0.1312023848, other_time: 2.2129325867
epoch time: 3.1636993885s, input_fired_time: 0.0389481559, output_fired_time: 0.0000000000, propagate_forward_time: 2.7514727116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732786179
validation[          , genome  3802] predictions:    9566/  10000 (95.66%), best:    9564/10000 (95.64%), error:      1501.11719, best error:      1487.55664 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 39.3050117493s, input_fired_time: 0.3169140518, output_fired_time: 0.3066729903, propagate_forward_time: 14.2925539017, propagate_backward_time: 22.2239189148, weight_update_time: 0.1288308203, other_time: 2.1649551392
epoch time: 3.3098301888s, input_fired_time: 0.0415319689, output_fired_time: 0.0000000000, propagate_forward_time: 2.8821384907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3861596584
validation[          , genome  3802] predictions:    9584/  10000 (95.84%), best:    9584/10000 (95.84%), error:      1436.03455, best error:      1436.03455 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 38.9713706970s, input_fired_time: 0.3160858750, output_fired_time: 0.3054844737, propagate_forward_time: 14.0931816101, propagate_backward_time: 22.0871543884, weight_update_time: 0.1268720627, other_time: 2.1694641113
epoch time: 3.4375274181s, input_fired_time: 0.0416130163, output_fired_time: 0.0000000000, propagate_forward_time: 3.0029125214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930017948
validation[          , genome  3802] predictions:    9534/  10000 (95.34%), best:    9584/10000 (95.84%), error:      1558.02161, best error:      1436.03455 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 40.8512077332s, input_fired_time: 0.3277627528, output_fired_time: 0.3188872635, propagate_forward_time: 14.8876352310, propagate_backward_time: 23.0875110626, weight_update_time: 0.1343388110, other_time: 2.2294139862
epoch time: 3.4457345009s, input_fired_time: 0.0419825204, output_fired_time: 0.0000000000, propagate_forward_time: 3.0081658363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955862522
validation[          , genome  3802] predictions:    9527/  10000 (95.27%), best:    9584/10000 (95.84%), error:      1550.94019, best error:      1436.03455 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 39.4322395325s, input_fired_time: 0.3166864514, output_fired_time: 0.3072990179, propagate_forward_time: 14.3625717163, propagate_backward_time: 22.2571773529, weight_update_time: 0.1305813640, other_time: 2.1885051727
epoch time: 3.4076879025s, input_fired_time: 0.0418342389, output_fired_time: 0.0000000000, propagate_forward_time: 2.9547293186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4111242294
validation[          , genome  3802] predictions:    9548/  10000 (95.48%), best:    9584/10000 (95.84%), error:      1489.54431, best error:      1436.03455 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 41.2174873352s, input_fired_time: 0.3282139897, output_fired_time: 0.3221353889, propagate_forward_time: 15.0082254410, propagate_backward_time: 23.3151969910, weight_update_time: 0.1348239332, other_time: 2.2437171936
epoch time: 3.2463021278s, input_fired_time: 0.0396252833, output_fired_time: 0.0000000000, propagate_forward_time: 2.8265726566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801043034
validation[          , genome  3802] predictions:    9581/  10000 (95.81%), best:    9584/10000 (95.84%), error:      1438.04871, best error:      1436.03455 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 40.9641952515s, input_fired_time: 0.3244163096, output_fired_time: 0.3177880645, propagate_forward_time: 14.9171562195, propagate_backward_time: 23.1673736572, weight_update_time: 0.1332319975, other_time: 2.2374610901
epoch time: 3.5426220894s, input_fired_time: 0.0436595157, output_fired_time: 0.0000000000, propagate_forward_time: 3.0886392593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103233814
validation[          , genome  3802] predictions:    9550/  10000 (95.50%), best:    9584/10000 (95.84%), error:      1510.85693, best error:      1436.03455 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 41.0688400269s, input_fired_time: 0.3302181363, output_fired_time: 0.3205382228, propagate_forward_time: 14.8961448669, propagate_backward_time: 23.2894878387, weight_update_time: 0.1330841631, other_time: 2.2324504852
epoch time: 3.4122226238s, input_fired_time: 0.0409447737, output_fired_time: 0.0000000000, propagate_forward_time: 2.9828824997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3883953094
validation[          , genome  3802] predictions:    9562/  10000 (95.62%), best:    9584/10000 (95.84%), error:      1493.33044, best error:      1436.03455 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 41.0504989624s, input_fired_time: 0.3297090530, output_fired_time: 0.3240181804, propagate_forward_time: 14.8934907913, propagate_backward_time: 23.2568092346, weight_update_time: 0.1337793767, other_time: 2.2464752197
epoch time: 3.5261631012s, input_fired_time: 0.0437476151, output_fired_time: 0.0000000000, propagate_forward_time: 3.0756261349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067893028
validation[          , genome  3802] predictions:    9570/  10000 (95.70%), best:    9584/10000 (95.84%), error:      1481.51782, best error:      1436.03455 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 40.8885841370s, input_fired_time: 0.3256688118, output_fired_time: 0.3176666200, propagate_forward_time: 14.8211355209, propagate_backward_time: 23.1831321716, weight_update_time: 0.1332648993, other_time: 2.2409820557
epoch time: 3.4220113754s, input_fired_time: 0.0413294137, output_fired_time: 0.0000000000, propagate_forward_time: 2.9856977463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949842453
validation[          , genome  3802] predictions:    9589/  10000 (95.89%), best:    9589/10000 (95.89%), error:      1396.55798, best error:      1396.55798 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 40.8849716187s, input_fired_time: 0.3253731728, output_fired_time: 0.3179030120, propagate_forward_time: 14.8578090668, propagate_backward_time: 23.1601181030, weight_update_time: 0.1346413791, other_time: 2.2237682343
epoch time: 3.4346585274s, input_fired_time: 0.0424592607, output_fired_time: 0.0000000000, propagate_forward_time: 2.9897508621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4024484158
validation[          , genome  3802] predictions:    9544/  10000 (95.44%), best:    9589/10000 (95.89%), error:      1548.86572, best error:      1396.55798 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 40.7529029846s, input_fired_time: 0.3237270117, output_fired_time: 0.3179693222, propagate_forward_time: 14.8384475708, propagate_backward_time: 23.0313224792, weight_update_time: 0.1347958446, other_time: 2.2414360046
epoch time: 3.1683764458s, input_fired_time: 0.0388751402, output_fired_time: 0.0000000000, propagate_forward_time: 2.7595679760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699333668
validation[          , genome  3802] predictions:    9558/  10000 (95.58%), best:    9589/10000 (95.89%), error:      1496.70667, best error:      1396.55798 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 41.1225395203s, input_fired_time: 0.3282955885, output_fired_time: 0.3199510574, propagate_forward_time: 14.9421062469, propagate_backward_time: 23.2823791504, weight_update_time: 0.1341419071, other_time: 2.2498073578
epoch time: 3.4997596741s, input_fired_time: 0.0426565111, output_fired_time: 0.0000000000, propagate_forward_time: 3.0526442528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4044589996
validation[          , genome  3802] predictions:    9551/  10000 (95.51%), best:    9589/10000 (95.89%), error:      1525.47180, best error:      1396.55798 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 41.1127662659s, input_fired_time: 0.3294503391, output_fired_time: 0.3224236965, propagate_forward_time: 14.9450511932, propagate_backward_time: 23.2701301575, weight_update_time: 0.1348292232, other_time: 2.2457141876
epoch time: 3.4435288906s, input_fired_time: 0.0424699560, output_fired_time: 0.0000000000, propagate_forward_time: 3.0032658577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3977930546
validation[          , genome  3802] predictions:    9556/  10000 (95.56%), best:    9589/10000 (95.89%), error:      1470.84119, best error:      1396.55798 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 39.5849647522s, input_fired_time: 0.3234155178, output_fired_time: 0.3110321164, propagate_forward_time: 14.3584308624, propagate_backward_time: 22.4022922516, weight_update_time: 0.1307145059, other_time: 2.1897964478
epoch time: 3.4991395473s, input_fired_time: 0.0435740054, output_fired_time: 0.0000000000, propagate_forward_time: 3.0563015938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3992638588
validation[          , genome  3802] predictions:    9555/  10000 (95.55%), best:    9589/10000 (95.89%), error:      1444.33899, best error:      1396.55798 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 40.7474822998s, input_fired_time: 0.3286262751, output_fired_time: 0.3176266551, propagate_forward_time: 14.8200416565, propagate_backward_time: 23.0375080109, weight_update_time: 0.1352432072, other_time: 2.2436809540
epoch time: 3.4311354160s, input_fired_time: 0.0410053283, output_fired_time: 0.0000000000, propagate_forward_time: 2.9966278076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935022354
validation[          , genome  3802] predictions:    9574/  10000 (95.74%), best:    9589/10000 (95.89%), error:      1426.04285, best error:      1396.55798 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 40.8105430603s, input_fired_time: 0.3264997005, output_fired_time: 0.3194050491, propagate_forward_time: 14.9100894928, propagate_backward_time: 23.0248394012, weight_update_time: 0.1325316876, other_time: 2.2297096252
epoch time: 3.4402699471s, input_fired_time: 0.0420060828, output_fired_time: 0.0000000000, propagate_forward_time: 3.0059945583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3922693729
validation[          , genome  3802] predictions:    9506/  10000 (95.06%), best:    9589/10000 (95.89%), error:      1632.54773, best error:      1396.55798 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 40.1455421448s, input_fired_time: 0.3237155378, output_fired_time: 0.3140027523, propagate_forward_time: 14.6245641708, propagate_backward_time: 22.6783046722, weight_update_time: 0.1302843839, other_time: 2.2049541473
epoch time: 3.1250064373s, input_fired_time: 0.0398335606, output_fired_time: 0.0000000000, propagate_forward_time: 2.7159171104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692557812
validation[          , genome  3802] predictions:    9521/  10000 (95.21%), best:    9589/10000 (95.89%), error:      1620.32495, best error:      1396.55798 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 40.4661445618s, input_fired_time: 0.3262030184, output_fired_time: 0.3154253364, propagate_forward_time: 14.7271270752, propagate_backward_time: 22.8957061768, weight_update_time: 0.1300497800, other_time: 2.2016830444
epoch time: 3.4878122807s, input_fired_time: 0.0418934785, output_fired_time: 0.0000000000, propagate_forward_time: 3.0442068577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4017119408
validation[          , genome  3802] predictions:    9557/  10000 (95.57%), best:    9589/10000 (95.89%), error:      1485.19458, best error:      1396.55798 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 40.8418006897s, input_fired_time: 0.3255404830, output_fired_time: 0.3192800879, propagate_forward_time: 14.8387136459, propagate_backward_time: 23.1359825134, weight_update_time: 0.1310612410, other_time: 2.2222862244
epoch time: 3.5040585995s, input_fired_time: 0.0424860083, output_fired_time: 0.0000000000, propagate_forward_time: 3.0582127571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033598900
validation[          , genome  3802] predictions:    9526/  10000 (95.26%), best:    9589/10000 (95.89%), error:      1557.00488, best error:      1396.55798 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 41.2625579834s, input_fired_time: 0.3297946155, output_fired_time: 0.3209267259, propagate_forward_time: 15.0018577576, propagate_backward_time: 23.3789176941, weight_update_time: 0.1329835504, other_time: 2.2310600281
epoch time: 3.4098386765s, input_fired_time: 0.0408494957, output_fired_time: 0.0000000000, propagate_forward_time: 2.9809336662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880555630
validation[          , genome  3802] predictions:    9518/  10000 (95.18%), best:    9589/10000 (95.89%), error:      1594.55981, best error:      1396.55798 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 41.2870025635s, input_fired_time: 0.3288207352, output_fired_time: 0.3257633448, propagate_forward_time: 15.0156335831, propagate_backward_time: 23.3526611328, weight_update_time: 0.1355473399, other_time: 2.2641258240
epoch time: 3.3457577229s, input_fired_time: 0.0413757153, output_fired_time: 0.0000000000, propagate_forward_time: 2.9103105068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940715790
validation[          , genome  3802] predictions:    9540/  10000 (95.40%), best:    9589/10000 (95.89%), error:      1495.87549, best error:      1396.55798 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 40.4684562683s, input_fired_time: 0.3281900585, output_fired_time: 0.3202963173, propagate_forward_time: 14.7025928497, propagate_backward_time: 22.8915481567, weight_update_time: 0.1327694207, other_time: 2.2258281708
epoch time: 3.4970262051s, input_fired_time: 0.0422518328, output_fired_time: 0.0000000000, propagate_forward_time: 3.0566475391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981268406
validation[          , genome  3802] predictions:    9581/  10000 (95.81%), best:    9581/10000 (95.81%), error:      1394.00928, best error:      1394.00928 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 41.5882682800s, input_fired_time: 0.3311894536, output_fired_time: 0.3244193196, propagate_forward_time: 15.0764493942, propagate_backward_time: 23.5746192932, weight_update_time: 0.1360183805, other_time: 2.2815895081
epoch time: 3.4289450645s, input_fired_time: 0.0417687781, output_fired_time: 0.0000000000, propagate_forward_time: 2.9894683361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3977079391
validation[          , genome  3802] predictions:    9576/  10000 (95.76%), best:    9581/10000 (95.81%), error:      1446.40259, best error:      1394.00928 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 41.0928001404s, input_fired_time: 0.3279582858, output_fired_time: 0.3205428123, propagate_forward_time: 14.9132575989, propagate_backward_time: 23.2915077209, weight_update_time: 0.1335881203, other_time: 2.2395362854
epoch time: 3.4663565159s, input_fired_time: 0.0449064523, output_fired_time: 0.0000000000, propagate_forward_time: 3.0175418854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4039082527
validation[          , genome  3802] predictions:    9532/  10000 (95.32%), best:    9581/10000 (95.81%), error:      1534.24243, best error:      1394.00928 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 40.2476882935s, input_fired_time: 0.3268414736, output_fired_time: 0.3156911135, propagate_forward_time: 14.6228265762, propagate_backward_time: 22.7619628906, weight_update_time: 0.1363402605, other_time: 2.2203636169
epoch time: 3.4497370720s, input_fired_time: 0.0415475368, output_fired_time: 0.0000000000, propagate_forward_time: 3.0099318027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3982577324
validation[          , genome  3802] predictions:    9566/  10000 (95.66%), best:    9581/10000 (95.81%), error:      1415.03271, best error:      1394.00928 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 39.2642631531s, input_fired_time: 0.3211496174, output_fired_time: 0.3068050742, propagate_forward_time: 14.2949256897, propagate_backward_time: 22.1595268250, weight_update_time: 0.1282814592, other_time: 2.1818580627
epoch time: 3.2951390743s, input_fired_time: 0.0400321148, output_fired_time: 0.0000000000, propagate_forward_time: 2.8731188774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819880486
validation[          , genome  3802] predictions:    9564/  10000 (95.64%), best:    9581/10000 (95.81%), error:      1502.18201, best error:      1394.00928 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 40.4466285706s, input_fired_time: 0.3271756470, output_fired_time: 0.3169879317, propagate_forward_time: 14.6716547012, propagate_backward_time: 22.8947696686, weight_update_time: 0.1345627308, other_time: 2.2360439301
epoch time: 3.4161746502s, input_fired_time: 0.0426498391, output_fired_time: 0.0000000000, propagate_forward_time: 2.9870522022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864727020
validation[          , genome  3802] predictions:    9524/  10000 (95.24%), best:    9581/10000 (95.81%), error:      1592.56750, best error:      1394.00928 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 41.2005538940s, input_fired_time: 0.3304211199, output_fired_time: 0.3247033954, propagate_forward_time: 14.9821949005, propagate_backward_time: 23.3214664459, weight_update_time: 0.1335066706, other_time: 2.2417678833
epoch time: 3.3888580799s, input_fired_time: 0.0419571288, output_fired_time: 0.0000000000, propagate_forward_time: 2.9560019970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908989429
validation[          , genome  3802] predictions:    9560/  10000 (95.60%), best:    9581/10000 (95.81%), error:      1469.55188, best error:      1394.00928 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 40.9744834900s, input_fired_time: 0.3291012943, output_fired_time: 0.3196014166, propagate_forward_time: 14.8550186157, propagate_backward_time: 23.2157058716, weight_update_time: 0.1356337667, other_time: 2.2550544739
epoch time: 3.2638661861s, input_fired_time: 0.0402262509, output_fired_time: 0.0000000000, propagate_forward_time: 2.8389236927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847162724
validation[          , genome  3802] predictions:    9545/  10000 (95.45%), best:    9581/10000 (95.81%), error:      1505.16809, best error:      1394.00928 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 41.3660278320s, input_fired_time: 0.3313596547, output_fired_time: 0.3202990294, propagate_forward_time: 15.0499238968, propagate_backward_time: 23.3899345398, weight_update_time: 0.1345704198, other_time: 2.2745132446
epoch time: 3.4885060787s, input_fired_time: 0.0428416990, output_fired_time: 0.0000000000, propagate_forward_time: 3.0417640209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4039003849
validation[          , genome  3802] predictions:    9600/  10000 (96.00%), best:    9581/10000 (95.81%), error:      1396.23389, best error:      1394.00928 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 40.5183410645s, input_fired_time: 0.3242104948, output_fired_time: 0.3188188374, propagate_forward_time: 14.6796121597, propagate_backward_time: 22.9843540192, weight_update_time: 0.1314627379, other_time: 2.2113475800
epoch time: 3.4116933346s, input_fired_time: 0.0421997681, output_fired_time: 0.0000000000, propagate_forward_time: 2.9759049416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935885429
validation[          , genome  3802] predictions:    9522/  10000 (95.22%), best:    9581/10000 (95.81%), error:      1569.03699, best error:      1394.00928 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 41.2454376221s, input_fired_time: 0.3300864995, output_fired_time: 0.3208578229, propagate_forward_time: 15.0053491592, propagate_backward_time: 23.3449459076, weight_update_time: 0.1340314299, other_time: 2.2441997528
epoch time: 3.3121445179s, input_fired_time: 0.0406932570, output_fired_time: 0.0000000000, propagate_forward_time: 2.8836183548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878328800
validation[          , genome  3802] predictions:    9598/  10000 (95.98%), best:    9581/10000 (95.81%), error:      1401.34045, best error:      1394.00928 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 41.1098518372s, input_fired_time: 0.3307209909, output_fired_time: 0.3198865354, propagate_forward_time: 14.9498329163, propagate_backward_time: 23.2626991272, weight_update_time: 0.1344160587, other_time: 2.2467117310
epoch time: 3.4213628769s, input_fired_time: 0.0414589532, output_fired_time: 0.0000000000, propagate_forward_time: 2.9837594032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3961446285
validation[          , genome  3802] predictions:    9545/  10000 (95.45%), best:    9581/10000 (95.81%), error:      1570.59985, best error:      1394.00928 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 41.6295204163s, input_fired_time: 0.3343511224, output_fired_time: 0.3238307238, propagate_forward_time: 15.1224956512, propagate_backward_time: 23.5753860474, weight_update_time: 0.1370788813, other_time: 2.2734584808
epoch time: 3.5658695698s, input_fired_time: 0.0454041585, output_fired_time: 0.0000000000, propagate_forward_time: 3.1139886379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4064767361
validation[          , genome  3802] predictions:    9563/  10000 (95.63%), best:    9581/10000 (95.81%), error:      1483.74438, best error:      1394.00928 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 41.4902191162s, input_fired_time: 0.3332249224, output_fired_time: 0.3252878785, propagate_forward_time: 15.0840997696, propagate_backward_time: 23.4895973206, weight_update_time: 0.1359159052, other_time: 2.2580108643
epoch time: 3.3246681690s, input_fired_time: 0.0413418673, output_fired_time: 0.0000000000, propagate_forward_time: 2.8991711140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841552734
validation[          , genome  3802] predictions:    9532/  10000 (95.32%), best:    9581/10000 (95.81%), error:      1560.11353, best error:      1394.00928 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 40.5062141418s, input_fired_time: 0.3289399743, output_fired_time: 0.3191463351, propagate_forward_time: 14.7308235168, propagate_backward_time: 22.9088344574, weight_update_time: 0.1317877918, other_time: 2.2184696198
epoch time: 3.2045626640s, input_fired_time: 0.0402195752, output_fired_time: 0.0000000000, propagate_forward_time: 2.7863788605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779642582
validation[          , genome  3802] predictions:    9587/  10000 (95.87%), best:    9581/10000 (95.81%), error:      1421.55005, best error:      1394.00928 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 39.7595939636s, input_fired_time: 0.3216828406, output_fired_time: 0.3105362058, propagate_forward_time: 14.4242935181, propagate_backward_time: 22.5255413055, weight_update_time: 0.1315099448, other_time: 2.1775417328
epoch time: 3.0658645630s, input_fired_time: 0.0389628485, output_fired_time: 0.0000000000, propagate_forward_time: 2.6567246914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701770306
validation[          , genome  3802] predictions:    9580/  10000 (95.80%), best:    9581/10000 (95.81%), error:      1451.30505, best error:      1394.00928 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 40.6239662170s, input_fired_time: 0.3320237994, output_fired_time: 0.3181972504, propagate_forward_time: 14.7761287689, propagate_backward_time: 22.9683170319, weight_update_time: 0.1317967325, other_time: 2.2293014526
epoch time: 3.3306233883s, input_fired_time: 0.0406326689, output_fired_time: 0.0000000000, propagate_forward_time: 2.9101848602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3798058033
validation[          , genome  3802] predictions:    9569/  10000 (95.69%), best:    9581/10000 (95.81%), error:      1416.46472, best error:      1394.00928 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 40.9478073120s, input_fired_time: 0.3268719614, output_fired_time: 0.3197001815, propagate_forward_time: 14.8477296829, propagate_backward_time: 23.2218341827, weight_update_time: 0.1329683512, other_time: 2.2316722870
epoch time: 3.5388090611s, input_fired_time: 0.0435089879, output_fired_time: 0.0000000000, propagate_forward_time: 3.0831432343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4121568203
validation[          , genome  3802] predictions:    9549/  10000 (95.49%), best:    9581/10000 (95.81%), error:      1493.89160, best error:      1394.00928 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 40.9576225281s, input_fired_time: 0.3307601810, output_fired_time: 0.3216593266, propagate_forward_time: 14.9189481735, propagate_backward_time: 23.1438903809, weight_update_time: 0.1334260106, other_time: 2.2423629761
epoch time: 3.3673222065s, input_fired_time: 0.0417656936, output_fired_time: 0.0000000000, propagate_forward_time: 2.9362964630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892600536
validation[          , genome  3802] predictions:    9599/  10000 (95.99%), best:    9581/10000 (95.81%), error:      1414.64526, best error:      1394.00928 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 40.4623298645s, input_fired_time: 0.3287772238, output_fired_time: 0.3174655437, propagate_forward_time: 14.6742906570, propagate_backward_time: 22.9080085754, weight_update_time: 0.1304905564, other_time: 2.2337875366
epoch time: 3.3585488796s, input_fired_time: 0.0421502888, output_fired_time: 0.0000000000, propagate_forward_time: 2.9226791859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937194347
validation[          , genome  3802] predictions:    9582/  10000 (95.82%), best:    9582/10000 (95.82%), error:      1388.74634, best error:      1388.74634 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 41.5916213989s, input_fired_time: 0.3366811872, output_fired_time: 0.3222293258, propagate_forward_time: 15.0756254196, propagate_backward_time: 23.5873985291, weight_update_time: 0.1354809999, other_time: 2.2696876526
epoch time: 3.4772782326s, input_fired_time: 0.0429405198, output_fired_time: 0.0000000000, propagate_forward_time: 3.0353162289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990213871
validation[          , genome  3802] predictions:    9589/  10000 (95.89%), best:    9582/10000 (95.82%), error:      1423.20911, best error:      1388.74634 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 41.4308815002s, input_fired_time: 0.3367566764, output_fired_time: 0.3247024119, propagate_forward_time: 15.0889167786, propagate_backward_time: 23.4179477692, weight_update_time: 0.1348809600, other_time: 2.2625560760
epoch time: 3.5133788586s, input_fired_time: 0.0432138927, output_fired_time: 0.0000000000, propagate_forward_time: 3.0626673698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074976444
validation[          , genome  3802] predictions:    9580/  10000 (95.80%), best:    9582/10000 (95.82%), error:      1409.25977, best error:      1388.74634 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 41.3071556091s, input_fired_time: 0.3307648599, output_fired_time: 0.3246194720, propagate_forward_time: 14.9848928452, propagate_backward_time: 23.4115600586, weight_update_time: 0.1335004270, other_time: 2.2553176880
epoch time: 3.3911640644s, input_fired_time: 0.0420377068, output_fired_time: 0.0000000000, propagate_forward_time: 2.9498875141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3992388248
validation[          , genome  3802] predictions:    9556/  10000 (95.56%), best:    9582/10000 (95.82%), error:      1461.08289, best error:      1388.74634 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 40.0134353638s, input_fired_time: 0.3275945485, output_fired_time: 0.3131303787, propagate_forward_time: 14.5437774658, propagate_backward_time: 22.6207351685, weight_update_time: 0.1310528964, other_time: 2.2081985474
epoch time: 3.4299755096s, input_fired_time: 0.0418186672, output_fired_time: 0.0000000000, propagate_forward_time: 2.9943122864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938446045
validation[          , genome  3802] predictions:    9592/  10000 (95.92%), best:    9592/10000 (95.92%), error:      1363.91638, best error:      1363.91638 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 41.5385093689s, input_fired_time: 0.3338105083, output_fired_time: 0.3257423043, propagate_forward_time: 15.1144075394, propagate_backward_time: 23.4945259094, weight_update_time: 0.1351912469, other_time: 2.2700271606
epoch time: 3.3778083324s, input_fired_time: 0.0417403243, output_fired_time: 0.0000000000, propagate_forward_time: 2.9474656582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886022568
validation[          , genome  3802] predictions:    9574/  10000 (95.74%), best:    9592/10000 (95.92%), error:      1430.22607, best error:      1363.91638 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 40.8797264099s, input_fired_time: 0.3311843872, output_fired_time: 0.3198460042, propagate_forward_time: 14.9043788910, propagate_backward_time: 23.0996036530, weight_update_time: 0.1332191080, other_time: 2.2247123718
epoch time: 3.4616239071s, input_fired_time: 0.0435619913, output_fired_time: 0.0000000000, propagate_forward_time: 3.0206315517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974304199
validation[          , genome  3802] predictions:    9590/  10000 (95.90%), best:    9592/10000 (95.92%), error:      1404.10803, best error:      1363.91638 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 40.8746833801s, input_fired_time: 0.3309919238, output_fired_time: 0.3204915524, propagate_forward_time: 14.8542699814, propagate_backward_time: 23.1415042877, weight_update_time: 0.1347443014, other_time: 2.2274227142
epoch time: 3.4488799572s, input_fired_time: 0.0424312316, output_fired_time: 0.0000000000, propagate_forward_time: 3.0110731125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953757286
validation[          , genome  3802] predictions:    9541/  10000 (95.41%), best:    9592/10000 (95.92%), error:      1509.22009, best error:      1363.91638 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 41.2349662781s, input_fired_time: 0.3323413134, output_fired_time: 0.3229877949, propagate_forward_time: 14.9603710175, propagate_backward_time: 23.3818702698, weight_update_time: 0.1354761422, other_time: 2.2373981476
epoch time: 3.3548424244s, input_fired_time: 0.0425776951, output_fired_time: 0.0000000000, propagate_forward_time: 2.9285666943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836979866
validation[          , genome  3802] predictions:    9587/  10000 (95.87%), best:    9592/10000 (95.92%), error:      1375.18103, best error:      1363.91638 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 40.9340553284s, input_fired_time: 0.3328247964, output_fired_time: 0.3193806410, propagate_forward_time: 14.9221162796, propagate_backward_time: 23.1319732666, weight_update_time: 0.1318131834, other_time: 2.2277603149
epoch time: 3.3950092793s, input_fired_time: 0.0415043719, output_fired_time: 0.0000000000, propagate_forward_time: 2.9616320133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918728828
validation[          , genome  3802] predictions:    9541/  10000 (95.41%), best:    9592/10000 (95.92%), error:      1501.94202, best error:      1363.91638 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 40.8829612732s, input_fired_time: 0.3302745819, output_fired_time: 0.3204545677, propagate_forward_time: 14.8693704605, propagate_backward_time: 23.1058464050, weight_update_time: 0.1339505166, other_time: 2.2570190430
epoch time: 3.4458618164s, input_fired_time: 0.0424770638, output_fired_time: 0.0000000000, propagate_forward_time: 3.0040669441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993177414
validation[          , genome  3802] predictions:    9553/  10000 (95.53%), best:    9592/10000 (95.92%), error:      1490.67493, best error:      1363.91638 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 41.1477622986s, input_fired_time: 0.3319644332, output_fired_time: 0.3194896877, propagate_forward_time: 14.9321804047, propagate_backward_time: 23.3038864136, weight_update_time: 0.1351698935, other_time: 2.2602443695
epoch time: 3.5457966328s, input_fired_time: 0.0448472574, output_fired_time: 0.0000000000, propagate_forward_time: 3.0953245163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4056248665
validation[          , genome  3802] predictions:    9560/  10000 (95.60%), best:    9592/10000 (95.92%), error:      1472.36951, best error:      1363.91638 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 41.2164611816s, input_fired_time: 0.3345966637, output_fired_time: 0.3239891529, propagate_forward_time: 14.9678850174, propagate_backward_time: 23.3410720825, weight_update_time: 0.1345060021, other_time: 2.2489166260
epoch time: 3.4607200623s, input_fired_time: 0.0435290709, output_fired_time: 0.0000000000, propagate_forward_time: 3.0236077309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935832977
validation[          , genome  3802] predictions:    9543/  10000 (95.43%), best:    9592/10000 (95.92%), error:      1505.67175, best error:      1363.91638 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 41.2520256042s, input_fired_time: 0.3302416205, output_fired_time: 0.3239263892, propagate_forward_time: 14.9451560974, propagate_backward_time: 23.4062900543, weight_update_time: 0.1335810870, other_time: 2.2464122772
epoch time: 2.9994337559s, input_fired_time: 0.0385648832, output_fired_time: 0.0000000000, propagate_forward_time: 2.5996556282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612132072
validation[          , genome  3802] predictions:    9594/  10000 (95.94%), best:    9594/10000 (95.94%), error:      1359.75635, best error:      1359.75635 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 41.6142387390s, input_fired_time: 0.3365160227, output_fired_time: 0.3260036111, propagate_forward_time: 15.1609563828, propagate_backward_time: 23.5342693329, weight_update_time: 0.1352646947, other_time: 2.2564907074
epoch time: 3.4104864597s, input_fired_time: 0.0429156050, output_fired_time: 0.0000000000, propagate_forward_time: 2.9745528698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930180073
validation[          , genome  3802] predictions:    9525/  10000 (95.25%), best:    9594/10000 (95.94%), error:      1526.38525, best error:      1359.75635 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 41.0658111572s, input_fired_time: 0.3336382210, output_fired_time: 0.3221826553, propagate_forward_time: 14.9020185471, propagate_backward_time: 23.2467575073, weight_update_time: 0.1347655952, other_time: 2.2612152100
epoch time: 3.4677355289s, input_fired_time: 0.0426956862, output_fired_time: 0.0000000000, propagate_forward_time: 3.0230875015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019522667
validation[          , genome  3802] predictions:    9554/  10000 (95.54%), best:    9594/10000 (95.94%), error:      1478.47815, best error:      1359.75635 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 40.8969459534s, input_fired_time: 0.3341653049, output_fired_time: 0.3186956644, propagate_forward_time: 14.8580455780, propagate_backward_time: 23.1534023285, weight_update_time: 0.1335641593, other_time: 2.2326393127
epoch time: 3.4389336109s, input_fired_time: 0.0426204465, output_fired_time: 0.0000000000, propagate_forward_time: 3.0013356209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949775696
validation[          , genome  3802] predictions:    9501/  10000 (95.01%), best:    9594/10000 (95.94%), error:      1595.50757, best error:      1359.75635 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 40.5319671631s, input_fired_time: 0.3299489915, output_fired_time: 0.3152498007, propagate_forward_time: 14.6964406967, propagate_backward_time: 22.9523925781, weight_update_time: 0.1308302134, other_time: 2.2379341125
epoch time: 3.4902458191s, input_fired_time: 0.0441277958, output_fired_time: 0.0000000000, propagate_forward_time: 3.0405397415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055783749
validation[          , genome  3802] predictions:    9550/  10000 (95.50%), best:    9594/10000 (95.94%), error:      1487.23071, best error:      1359.75635 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 41.6572875977s, input_fired_time: 0.3422218263, output_fired_time: 0.3277199566, propagate_forward_time: 15.1604547501, propagate_backward_time: 23.5611820221, weight_update_time: 0.1370240748, other_time: 2.2657108307
epoch time: 3.2517323494s, input_fired_time: 0.0415311195, output_fired_time: 0.0000000000, propagate_forward_time: 2.8326756954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3775255680
validation[          , genome  3802] predictions:    9518/  10000 (95.18%), best:    9594/10000 (95.94%), error:      1533.30237, best error:      1359.75635 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 41.2145957947s, input_fired_time: 0.3357940912, output_fired_time: 0.3201836944, propagate_forward_time: 14.9876670837, propagate_backward_time: 23.3125934601, weight_update_time: 0.1341588348, other_time: 2.2583599091
epoch time: 3.5502004623s, input_fired_time: 0.0450564809, output_fired_time: 0.0000000000, propagate_forward_time: 3.0987644196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063794613
validation[          , genome  3802] predictions:    9498/  10000 (94.98%), best:    9594/10000 (95.94%), error:      1603.82800, best error:      1359.75635 on epoch:    94, 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: 17.1404590607s, input_fired_time: 0.2114929706, output_fired_time: 0.0000000000, propagate_forward_time: 14.8972702026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0316963196
best training[          , genome  3802] predictions:   48807/  50000 (97.61%), best:    9594/10000 (95.94%), error:      4422.92041, best error:      1359.75635 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 3.3734266758s, input_fired_time: 0.0414892249, output_fired_time: 0.0000000000, propagate_forward_time: 2.9461953640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857421875
   testing[          , genome  3802] predictions:    9654/  10000 (96.54%), best:    9594/10000 (95.94%), error:      1177.21936, best error:      1359.75635 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:08:18 (6892): called boinc_finish(0)

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