Nameexact_genome_1512568488_45_3126_0
Workunit2586893
Created7 Dec 2017, 3:11:42 UTC
Sent7 Dec 2017, 3:15:44 UTC
Report deadline11 Dec 2017, 6:10:23 UTC
Received7 Dec 2017, 5:26:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time2 hours 10 min 46 sec
CPU time2 hours 10 min 23 sec
Validate stateValid
Credit1,030.32
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.27 MB
Peak swap size155.88 MB
Peak disk usage1.56 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0679024532, output_fired_time: 0.0000000000, propagate_forward_time: 5.4626674652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082407951
validation[          , genome  3126] predictions:    9537/  10000 (95.37%), best:    9537/10000 (95.37%), error:      1591.86243, best error:      1591.86243 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 71.4256057739s, input_fired_time: 0.5509300828, output_fired_time: 0.5040724277, propagate_forward_time: 27.3005828857, propagate_backward_time: 40.6998100281, weight_update_time: 0.1276431233, other_time: 2.3702049255
epoch time: 5.9665379524s, input_fired_time: 0.0690467879, output_fired_time: 0.0000000000, propagate_forward_time: 5.4775061607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4199848175
validation[          , genome  3126] predictions:    9519/  10000 (95.19%), best:    9537/10000 (95.37%), error:      1653.67908, best error:      1591.86243 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 70.0085906982s, input_fired_time: 0.5442093611, output_fired_time: 0.4932796657, propagate_forward_time: 26.7412872314, propagate_backward_time: 39.8528251648, weight_update_time: 0.1282084137, other_time: 2.3769874573
epoch time: 5.9923477173s, input_fired_time: 0.0689469501, output_fired_time: 0.0000000000, propagate_forward_time: 5.5172615051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4061393738
validation[          , genome  3126] predictions:    9491/  10000 (94.91%), best:    9537/10000 (95.37%), error:      1664.99915, best error:      1591.86243 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 70.6113281250s, input_fired_time: 0.5432117581, output_fired_time: 0.4966383874, propagate_forward_time: 27.0092105865, propagate_backward_time: 40.2309188843, weight_update_time: 0.1262034029, other_time: 2.3313522339
epoch time: 5.9675812721s, input_fired_time: 0.0694103315, output_fired_time: 0.0000000000, propagate_forward_time: 5.4697227478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4284482002
validation[          , genome  3126] predictions:    9441/  10000 (94.41%), best:    9537/10000 (95.37%), error:      1811.47595, best error:      1591.86243 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 71.5924835205s, input_fired_time: 0.5432999730, output_fired_time: 0.5019263029, propagate_forward_time: 27.3870964050, propagate_backward_time: 40.8477592468, weight_update_time: 0.1264183968, other_time: 2.3124084473
epoch time: 5.7690448761s, input_fired_time: 0.0677980110, output_fired_time: 0.0000000000, propagate_forward_time: 5.2853002548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4159464836
validation[          , genome  3126] predictions:    9500/  10000 (95.00%), best:    9537/10000 (95.37%), error:      1592.01074, best error:      1591.86243 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 71.1066665649s, input_fired_time: 0.5467706323, output_fired_time: 0.5008878708, propagate_forward_time: 27.1464672089, propagate_backward_time: 40.5529060364, weight_update_time: 0.1282437295, other_time: 2.3596382141
epoch time: 5.9301543236s, input_fired_time: 0.0685296580, output_fired_time: 0.0000000000, propagate_forward_time: 5.4509329796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4106917381
validation[          , genome  3126] predictions:    9512/  10000 (95.12%), best:    9512/10000 (95.12%), error:      1575.97070, best error:      1575.97070 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 71.4515075684s, input_fired_time: 0.5449143648, output_fired_time: 0.5024892688, propagate_forward_time: 27.3743972778, propagate_backward_time: 40.6937217712, weight_update_time: 0.1270246208, other_time: 2.3359870911
epoch time: 5.9796547890s, input_fired_time: 0.0680560693, output_fired_time: 0.0000000000, propagate_forward_time: 5.5043277740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4072709084
validation[          , genome  3126] predictions:    9527/  10000 (95.27%), best:    9527/10000 (95.27%), error:      1564.76550, best error:      1564.76550 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 71.7780990601s, input_fired_time: 0.5453625321, output_fired_time: 0.5043672323, propagate_forward_time: 27.4964027405, propagate_backward_time: 40.9270401001, weight_update_time: 0.1259064078, other_time: 2.3049278259
epoch time: 5.8159613609s, input_fired_time: 0.0680934414, output_fired_time: 0.0000000000, propagate_forward_time: 5.3405876160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4072804451
validation[          , genome  3126] predictions:    9490/  10000 (94.90%), best:    9527/10000 (95.27%), error:      1664.77747, best error:      1564.76550 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 70.6525192261s, input_fired_time: 0.5483967662, output_fired_time: 0.4964268208, propagate_forward_time: 26.9373359680, propagate_backward_time: 40.3033523560, weight_update_time: 0.1265474856, other_time: 2.3670082092
epoch time: 5.9010992050s, input_fired_time: 0.0676690117, output_fired_time: 0.0000000000, propagate_forward_time: 5.4260563850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073739052
validation[          , genome  3126] predictions:    9458/  10000 (94.58%), best:    9527/10000 (95.27%), error:      1811.15613, best error:      1564.76550 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 70.4078521729s, input_fired_time: 0.5459062457, output_fired_time: 0.4964696467, propagate_forward_time: 26.8857154846, propagate_backward_time: 40.1109237671, weight_update_time: 0.1268418729, other_time: 2.3688392639
epoch time: 5.9833955765s, input_fired_time: 0.0686924905, output_fired_time: 0.0000000000, propagate_forward_time: 5.4998054504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4148974419
validation[          , genome  3126] predictions:    9479/  10000 (94.79%), best:    9527/10000 (95.27%), error:      1684.17883, best error:      1564.76550 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 71.3703765869s, input_fired_time: 0.5472668409, output_fired_time: 0.5028876662, propagate_forward_time: 27.2721080780, propagate_backward_time: 40.7109031677, weight_update_time: 0.1269816160, other_time: 2.3372154236
epoch time: 5.9277920723s, input_fired_time: 0.0674380958, output_fired_time: 0.0000000000, propagate_forward_time: 5.4588465691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015073776
validation[          , genome  3126] predictions:    9469/  10000 (94.69%), best:    9527/10000 (95.27%), error:      1760.44922, best error:      1564.76550 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 70.9486541748s, input_fired_time: 0.5446407199, output_fired_time: 0.5012720227, propagate_forward_time: 27.1235771179, propagate_backward_time: 40.4684753418, weight_update_time: 0.1257676929, other_time: 2.3106880188
epoch time: 5.9780683517s, input_fired_time: 0.0687882304, output_fired_time: 0.0000000000, propagate_forward_time: 5.5018110275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074692726
validation[          , genome  3126] predictions:    9528/  10000 (95.28%), best:    9528/10000 (95.28%), error:      1537.27600, best error:      1537.27600 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 70.9165725708s, input_fired_time: 0.5435925722, output_fired_time: 0.4987407327, propagate_forward_time: 27.0907859802, propagate_backward_time: 40.4351501465, weight_update_time: 0.1266063452, other_time: 2.3483009338
epoch time: 5.9572052956s, input_fired_time: 0.0704814047, output_fired_time: 0.0000000000, propagate_forward_time: 5.4532833099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334406853
validation[          , genome  3126] predictions:    9556/  10000 (95.56%), best:    9556/10000 (95.56%), error:      1523.95154, best error:      1523.95154 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 71.5382308960s, input_fired_time: 0.5479167700, output_fired_time: 0.5036622286, propagate_forward_time: 27.3624420166, propagate_backward_time: 40.7665023804, weight_update_time: 0.1280588806, other_time: 2.3577041626
epoch time: 5.9782738686s, input_fired_time: 0.0696750209, output_fired_time: 0.0000000000, propagate_forward_time: 5.4974040985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4111948013
validation[          , genome  3126] predictions:    9539/  10000 (95.39%), best:    9539/10000 (95.39%), error:      1512.65686, best error:      1512.65686 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 70.3050155640s, input_fired_time: 0.5432808399, output_fired_time: 0.4956926703, propagate_forward_time: 26.9019279480, propagate_backward_time: 40.0454597473, weight_update_time: 0.1254789531, other_time: 2.3186569214
epoch time: 5.9788179398s, input_fired_time: 0.0693483725, output_fired_time: 0.0000000000, propagate_forward_time: 5.4904551506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4190144539
validation[          , genome  3126] predictions:    9544/  10000 (95.44%), best:    9544/10000 (95.44%), error:      1469.26294, best error:      1469.26294 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 71.1265106201s, input_fired_time: 0.5453811288, output_fired_time: 0.5028840303, propagate_forward_time: 27.1933498383, propagate_backward_time: 40.5617179871, weight_update_time: 0.1267666072, other_time: 2.3231773376
epoch time: 5.7565212250s, input_fired_time: 0.0689484850, output_fired_time: 0.0000000000, propagate_forward_time: 5.2770657539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4105072021
validation[          , genome  3126] predictions:    9516/  10000 (95.16%), best:    9544/10000 (95.44%), error:      1570.60474, best error:      1469.26294 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 71.5806732178s, input_fired_time: 0.5468115211, output_fired_time: 0.5028413534, propagate_forward_time: 27.4588298798, propagate_backward_time: 40.7791290283, weight_update_time: 0.1258106828, other_time: 2.2930603027
epoch time: 5.9908466339s, input_fired_time: 0.0679905415, output_fired_time: 0.0000000000, propagate_forward_time: 5.5194983482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033579826
validation[          , genome  3126] predictions:    9550/  10000 (95.50%), best:    9550/10000 (95.50%), error:      1465.16382, best error:      1465.16382 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 70.7577590942s, input_fired_time: 0.5463851094, output_fired_time: 0.4981660843, propagate_forward_time: 26.9886741638, propagate_backward_time: 40.3726844788, weight_update_time: 0.1269427389, other_time: 2.3518447876
epoch time: 5.9683556557s, input_fired_time: 0.0705766678, output_fired_time: 0.0000000000, propagate_forward_time: 5.4655900002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4321889877
validation[          , genome  3126] predictions:    9483/  10000 (94.83%), best:    9550/10000 (95.50%), error:      1617.95300, best error:      1465.16382 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 71.0834732056s, input_fired_time: 0.5448089242, output_fired_time: 0.4985922873, propagate_forward_time: 27.1477336884, propagate_backward_time: 40.5661849976, weight_update_time: 0.1263953894, other_time: 2.3261566162
epoch time: 5.9285283089s, input_fired_time: 0.0682772547, output_fired_time: 0.0000000000, propagate_forward_time: 5.4489331245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113178253
validation[          , genome  3126] predictions:    9529/  10000 (95.29%), best:    9550/10000 (95.50%), error:      1542.97595, best error:      1465.16382 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 71.4621429443s, input_fired_time: 0.5494180322, output_fired_time: 0.5018367171, propagate_forward_time: 27.2914772034, propagate_backward_time: 40.7533988953, weight_update_time: 0.1284172982, other_time: 2.3660125732
epoch time: 5.9769706726s, input_fired_time: 0.0687739030, output_fired_time: 0.0000000000, propagate_forward_time: 5.5022253990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4059715271
validation[          , genome  3126] predictions:    9495/  10000 (94.95%), best:    9550/10000 (95.50%), error:      1560.60144, best error:      1465.16382 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 71.0705795288s, input_fired_time: 0.5491181612, output_fired_time: 0.5021129847, propagate_forward_time: 27.1274242401, propagate_backward_time: 40.5173149109, weight_update_time: 0.1274045259, other_time: 2.3746070862
epoch time: 5.9200048447s, input_fired_time: 0.0691235811, output_fired_time: 0.0000000000, propagate_forward_time: 5.4424524307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4084286690
validation[          , genome  3126] predictions:    9571/  10000 (95.71%), best:    9571/10000 (95.71%), error:      1396.83179, best error:      1396.83179 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 71.4676589966s, input_fired_time: 0.5486294627, output_fired_time: 0.5016322732, propagate_forward_time: 27.3805255890, propagate_backward_time: 40.7106590271, weight_update_time: 0.1273835599, other_time: 2.3262138367
epoch time: 5.8522477150s, input_fired_time: 0.0686085224, output_fired_time: 0.0000000000, propagate_forward_time: 5.3726997375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109392166
validation[          , genome  3126] predictions:    9539/  10000 (95.39%), best:    9571/10000 (95.71%), error:      1453.35986, best error:      1396.83179 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 71.2048950195s, input_fired_time: 0.5490036011, output_fired_time: 0.5019149184, propagate_forward_time: 27.1980247498, propagate_backward_time: 40.6070137024, weight_update_time: 0.1270179451, other_time: 2.3489379883
epoch time: 5.9301033020s, input_fired_time: 0.0696366131, output_fired_time: 0.0000000000, propagate_forward_time: 5.4492387772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112277031
validation[          , genome  3126] predictions:    9553/  10000 (95.53%), best:    9571/10000 (95.71%), error:      1483.84583, best error:      1396.83179 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 70.7624511719s, input_fired_time: 0.5506938696, output_fired_time: 0.4985150993, propagate_forward_time: 27.0371284485, propagate_backward_time: 40.2733879089, weight_update_time: 0.1292918175, other_time: 2.4027252197
epoch time: 6.0247311592s, input_fired_time: 0.0705177635, output_fired_time: 0.0000000000, propagate_forward_time: 5.5349082947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193053246
validation[          , genome  3126] predictions:    9520/  10000 (95.20%), best:    9571/10000 (95.71%), error:      1528.23877, best error:      1396.83179 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 71.3384475708s, input_fired_time: 0.5509885550, output_fired_time: 0.5002214909, propagate_forward_time: 27.2644577026, propagate_backward_time: 40.6673698425, weight_update_time: 0.1277757585, other_time: 2.3554115295
epoch time: 5.9132585526s, input_fired_time: 0.0685650036, output_fired_time: 0.0000000000, propagate_forward_time: 5.4286713600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4160223007
validation[          , genome  3126] predictions:    9520/  10000 (95.20%), best:    9571/10000 (95.71%), error:      1579.32617, best error:      1396.83179 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 71.5574340820s, input_fired_time: 0.5514018536, output_fired_time: 0.5049922466, propagate_forward_time: 27.3701953888, propagate_backward_time: 40.7783622742, weight_update_time: 0.1280270815, other_time: 2.3524894714
epoch time: 5.9462962151s, input_fired_time: 0.0689976290, output_fired_time: 0.0000000000, propagate_forward_time: 5.4657797813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115185738
validation[          , genome  3126] predictions:    9520/  10000 (95.20%), best:    9571/10000 (95.71%), error:      1499.59521, best error:      1396.83179 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 71.7726287842s, input_fired_time: 0.5483186841, output_fired_time: 0.5048739314, propagate_forward_time: 27.4421882629, propagate_backward_time: 40.9410018921, weight_update_time: 0.1281376928, other_time: 2.3362464905
epoch time: 5.8864431381s, input_fired_time: 0.0689889342, output_fired_time: 0.0000000000, propagate_forward_time: 5.4038906097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4135637283
validation[          , genome  3126] predictions:    9511/  10000 (95.11%), best:    9571/10000 (95.71%), error:      1548.34790, best error:      1396.83179 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 71.4037628174s, input_fired_time: 0.5492917895, output_fired_time: 0.5026560426, propagate_forward_time: 27.3580150604, propagate_backward_time: 40.6733169556, weight_update_time: 0.1265182793, other_time: 2.3204803467
epoch time: 6.0044198036s, input_fired_time: 0.0701096952, output_fired_time: 0.0000000000, propagate_forward_time: 5.5221590996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4121508598
validation[          , genome  3126] predictions:    9513/  10000 (95.13%), best:    9571/10000 (95.71%), error:      1549.06262, best error:      1396.83179 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 71.0958480835s, input_fired_time: 0.5485943556, output_fired_time: 0.5003995895, propagate_forward_time: 27.1582965851, propagate_backward_time: 40.5470886230, weight_update_time: 0.1263216883, other_time: 2.3414764404
epoch time: 5.9533390999s, input_fired_time: 0.0686356500, output_fired_time: 0.0000000000, propagate_forward_time: 5.4830880165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016156197
validation[          , genome  3126] predictions:    9436/  10000 (94.36%), best:    9571/10000 (95.71%), error:      1848.48132, best error:      1396.83179 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 71.5032577515s, input_fired_time: 0.5471796989, output_fired_time: 0.5006853342, propagate_forward_time: 27.3252868652, propagate_backward_time: 40.7965164185, weight_update_time: 0.1268388033, other_time: 2.3335876465
epoch time: 5.9980292320s, input_fired_time: 0.0704834610, output_fired_time: 0.0000000000, propagate_forward_time: 5.5072674751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202780724
validation[          , genome  3126] predictions:    9513/  10000 (95.13%), best:    9571/10000 (95.71%), error:      1548.54700, best error:      1396.83179 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 71.5487442017s, input_fired_time: 0.5510013103, output_fired_time: 0.5026798844, propagate_forward_time: 27.3426856995, propagate_backward_time: 40.8081016541, weight_update_time: 0.1271106899, other_time: 2.3442764282
epoch time: 5.9931807518s, input_fired_time: 0.0693350658, output_fired_time: 0.0000000000, propagate_forward_time: 5.5176506042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4061951637
validation[          , genome  3126] predictions:    9561/  10000 (95.61%), best:    9571/10000 (95.71%), error:      1406.96021, best error:      1396.83179 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 70.6312637329s, input_fired_time: 0.5454217196, output_fired_time: 0.4951060414, propagate_forward_time: 27.0224208832, propagate_backward_time: 40.2699241638, weight_update_time: 0.1250160784, other_time: 2.2983818054
epoch time: 6.0002708435s, input_fired_time: 0.0689100698, output_fired_time: 0.0000000000, propagate_forward_time: 5.5244064331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4069542885
validation[          , genome  3126] predictions:    9517/  10000 (95.17%), best:    9571/10000 (95.71%), error:      1613.11682, best error:      1396.83179 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 71.2334289551s, input_fired_time: 0.5488708615, output_fired_time: 0.4995403886, propagate_forward_time: 27.2800045013, propagate_backward_time: 40.5860977173, weight_update_time: 0.1262320429, other_time: 2.3189086914
epoch time: 5.9801936150s, input_fired_time: 0.0691870749, output_fired_time: 0.0000000000, propagate_forward_time: 5.5018730164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4091334343
validation[          , genome  3126] predictions:    9541/  10000 (95.41%), best:    9571/10000 (95.71%), error:      1508.21704, best error:      1396.83179 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 71.3909835815s, input_fired_time: 0.5506938696, output_fired_time: 0.5005140305, propagate_forward_time: 27.3267345428, propagate_backward_time: 40.6949615479, weight_update_time: 0.1263472289, other_time: 2.3180770874
epoch time: 5.9656562805s, input_fired_time: 0.0696227998, output_fired_time: 0.0000000000, propagate_forward_time: 5.4849514961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110817909
validation[          , genome  3126] predictions:    9508/  10000 (95.08%), best:    9571/10000 (95.71%), error:      1543.22668, best error:      1396.83179 on epoch:    34, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 71.2757492065s, input_fired_time: 0.5460944176, output_fired_time: 0.4991064668, propagate_forward_time: 27.2946548462, propagate_backward_time: 40.6433906555, weight_update_time: 0.1255950928, other_time: 2.2924995422
epoch time: 5.9664583206s, input_fired_time: 0.0691036358, output_fired_time: 0.0000000000, propagate_forward_time: 5.4935493469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4038052559
validation[          , genome  3126] predictions:    9547/  10000 (95.47%), best:    9571/10000 (95.71%), error:      1466.01868, best error:      1396.83179 on epoch:    34, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 70.9515533447s, input_fired_time: 0.5462181568, output_fired_time: 0.4989708066, propagate_forward_time: 27.0990257263, propagate_backward_time: 40.4719581604, weight_update_time: 0.1264429986, other_time: 2.3353805542
epoch time: 5.9687285423s, input_fired_time: 0.0695633963, output_fired_time: 0.0000000000, propagate_forward_time: 5.4910154343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4081497192
validation[          , genome  3126] predictions:    9512/  10000 (95.12%), best:    9571/10000 (95.71%), error:      1557.58704, best error:      1396.83179 on epoch:    34, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 70.3043212891s, input_fired_time: 0.5460528135, output_fired_time: 0.4945586324, propagate_forward_time: 26.8617534637, propagate_backward_time: 40.0703849792, weight_update_time: 0.1257282794, other_time: 2.3315696716
epoch time: 5.8269166946s, input_fired_time: 0.0689797029, output_fired_time: 0.0000000000, propagate_forward_time: 5.3412790298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166579247
validation[          , genome  3126] predictions:    9520/  10000 (95.20%), best:    9571/10000 (95.71%), error:      1524.40820, best error:      1396.83179 on epoch:    34, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 70.8861770630s, input_fired_time: 0.5477164984, output_fired_time: 0.4989127219, propagate_forward_time: 27.0589179993, propagate_backward_time: 40.4538269043, weight_update_time: 0.1261992902, other_time: 2.3268089294
epoch time: 5.8874020576s, input_fired_time: 0.0694226027, output_fired_time: 0.0000000000, propagate_forward_time: 5.4042654037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137139320
validation[          , genome  3126] predictions:    9554/  10000 (95.54%), best:    9571/10000 (95.71%), error:      1452.04736, best error:      1396.83179 on epoch:    34, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 71.2336120605s, input_fired_time: 0.5508761406, output_fired_time: 0.4994600713, propagate_forward_time: 27.2695102692, propagate_backward_time: 40.5754203796, weight_update_time: 0.1264553070, other_time: 2.3383522034
epoch time: 5.9192852974s, input_fired_time: 0.0690053105, output_fired_time: 0.0000000000, propagate_forward_time: 5.4412903786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4089894295
validation[          , genome  3126] predictions:    9547/  10000 (95.47%), best:    9571/10000 (95.71%), error:      1401.44373, best error:      1396.83179 on epoch:    34, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 70.8721313477s, input_fired_time: 0.5466005206, output_fired_time: 0.4968599081, propagate_forward_time: 27.0375041962, propagate_backward_time: 40.4840660095, weight_update_time: 0.1254179627, other_time: 2.3071022034
epoch time: 5.9311327934s, input_fired_time: 0.0689884201, output_fired_time: 0.0000000000, propagate_forward_time: 5.4600772858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4020671844
validation[          , genome  3126] predictions:    9555/  10000 (95.55%), best:    9571/10000 (95.71%), error:      1414.12231, best error:      1396.83179 on epoch:    34, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 71.1831588745s, input_fired_time: 0.5506246090, output_fired_time: 0.4987254441, propagate_forward_time: 27.2119464874, propagate_backward_time: 40.6034431458, weight_update_time: 0.1259801984, other_time: 2.3184242249
epoch time: 5.9956030846s, input_fired_time: 0.0703155324, output_fired_time: 0.0000000000, propagate_forward_time: 5.5117588043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4135289192
validation[          , genome  3126] predictions:    9524/  10000 (95.24%), best:    9571/10000 (95.71%), error:      1469.92285, best error:      1396.83179 on epoch:    34, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 70.9084854126s, input_fired_time: 0.5484617352, output_fired_time: 0.4972560406, propagate_forward_time: 27.0881347656, propagate_backward_time: 40.4697074890, weight_update_time: 0.1253094375, other_time: 2.3049278259
epoch time: 5.8666863441s, input_fired_time: 0.0686704591, output_fired_time: 0.0000000000, propagate_forward_time: 5.3916049004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4064111710
validation[          , genome  3126] predictions:    9557/  10000 (95.57%), best:    9571/10000 (95.71%), error:      1464.73669, best error:      1396.83179 on epoch:    34, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 71.0959396362s, input_fired_time: 0.5474417806, output_fired_time: 0.4969652593, propagate_forward_time: 27.2465019226, propagate_backward_time: 40.5199851990, weight_update_time: 0.1247881800, other_time: 2.2850494385
epoch time: 5.9755105972s, input_fired_time: 0.0693099499, output_fired_time: 0.0000000000, propagate_forward_time: 5.4922919273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4139084816
validation[          , genome  3126] predictions:    9561/  10000 (95.61%), best:    9571/10000 (95.71%), error:      1460.84875, best error:      1396.83179 on epoch:    34, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 71.0452499390s, input_fired_time: 0.5504452586, output_fired_time: 0.4989048839, propagate_forward_time: 27.1817855835, propagate_backward_time: 40.4992103577, weight_update_time: 0.1258669794, other_time: 2.3149070740
epoch time: 5.9828634262s, input_fired_time: 0.0693155825, output_fired_time: 0.0000000000, propagate_forward_time: 5.5067863464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067616463
validation[          , genome  3126] predictions:    9555/  10000 (95.55%), best:    9571/10000 (95.71%), error:      1445.21472, best error:      1396.83179 on epoch:    34, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 71.3916320801s, input_fired_time: 0.5488148332, output_fired_time: 0.5017506480, propagate_forward_time: 27.2549057007, propagate_backward_time: 40.7748947144, weight_update_time: 0.1261808574, other_time: 2.3112716675
epoch time: 5.9195070267s, input_fired_time: 0.0692818165, output_fired_time: 0.0000000000, propagate_forward_time: 5.4408102036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094152451
validation[          , genome  3126] predictions:    9543/  10000 (95.43%), best:    9571/10000 (95.71%), error:      1451.43054, best error:      1396.83179 on epoch:    34, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 71.5347824097s, input_fired_time: 0.5520160198, output_fired_time: 0.5019060373, propagate_forward_time: 27.2930736542, propagate_backward_time: 40.8414344788, weight_update_time: 0.1264158636, other_time: 2.3463478088
epoch time: 5.9467091560s, input_fired_time: 0.0689761266, output_fired_time: 0.0000000000, propagate_forward_time: 5.4702301025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4075031281
validation[          , genome  3126] predictions:    9550/  10000 (95.50%), best:    9571/10000 (95.71%), error:      1429.01819, best error:      1396.83179 on epoch:    34, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 70.9292678833s, input_fired_time: 0.5484470129, output_fired_time: 0.4961497188, propagate_forward_time: 27.1222877502, propagate_backward_time: 40.4383468628, weight_update_time: 0.1255890131, other_time: 2.3240394592
epoch time: 5.9250516891s, input_fired_time: 0.0688885897, output_fired_time: 0.0000000000, propagate_forward_time: 5.4474325180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4087305069
validation[          , genome  3126] predictions:    9566/  10000 (95.66%), best:    9571/10000 (95.71%), error:      1435.50171, best error:      1396.83179 on epoch:    34, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 71.0024261475s, input_fired_time: 0.5487545729, output_fired_time: 0.4990356565, propagate_forward_time: 27.1380424500, propagate_backward_time: 40.5015449524, weight_update_time: 0.1261665225, other_time: 2.3150482178
epoch time: 5.9888358116s, input_fired_time: 0.0701496378, output_fired_time: 0.0000000000, propagate_forward_time: 5.5019450188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4167413712
validation[          , genome  3126] predictions:    9575/  10000 (95.75%), best:    9575/10000 (95.75%), error:      1381.30554, best error:      1381.30554 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 71.4757385254s, input_fired_time: 0.5514807701, output_fired_time: 0.5023726225, propagate_forward_time: 27.2991943359, propagate_backward_time: 40.8067855835, weight_update_time: 0.1263436377, other_time: 2.3159027100
epoch time: 5.9193186760s, input_fired_time: 0.0690611228, output_fired_time: 0.0000000000, propagate_forward_time: 5.4442939758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4059634209
validation[          , genome  3126] predictions:    9515/  10000 (95.15%), best:    9575/10000 (95.75%), error:      1512.96753, best error:      1381.30554 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 71.2117996216s, input_fired_time: 0.5523026586, output_fired_time: 0.4985097647, propagate_forward_time: 27.2170524597, propagate_backward_time: 40.5926818848, weight_update_time: 0.1261240542, other_time: 2.3512535095
epoch time: 5.9693136215s, input_fired_time: 0.0691773370, output_fired_time: 0.0000000000, propagate_forward_time: 5.4973397255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4027967453
validation[          , genome  3126] predictions:    9568/  10000 (95.68%), best:    9568/10000 (95.68%), error:      1354.49243, best error:      1354.49243 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 71.2639236450s, input_fired_time: 0.5507383347, output_fired_time: 0.4998010695, propagate_forward_time: 27.2026195526, propagate_backward_time: 40.6877975464, weight_update_time: 0.1258301586, other_time: 2.3229675293
epoch time: 5.9825096130s, input_fired_time: 0.0693826750, output_fired_time: 0.0000000000, propagate_forward_time: 5.5025744438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4105525017
validation[          , genome  3126] predictions:    9491/  10000 (94.91%), best:    9568/10000 (95.68%), error:      1621.68042, best error:      1354.49243 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 71.2873535156s, input_fired_time: 0.5506947637, output_fired_time: 0.5023435950, propagate_forward_time: 27.2845611572, propagate_backward_time: 40.6452789307, weight_update_time: 0.1256893277, other_time: 2.3044738770
epoch time: 5.9804706573s, input_fired_time: 0.0697430968, output_fired_time: 0.0000000000, propagate_forward_time: 5.5007691383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4099583626
validation[          , genome  3126] predictions:    9546/  10000 (95.46%), best:    9568/10000 (95.68%), error:      1449.64539, best error:      1354.49243 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 70.7116317749s, input_fired_time: 0.5505569577, output_fired_time: 0.4985965192, propagate_forward_time: 27.0982761383, propagate_backward_time: 40.2584686279, weight_update_time: 0.1252188087, other_time: 2.3057327271
epoch time: 5.9754219055s, input_fired_time: 0.0687636808, output_fired_time: 0.0000000000, propagate_forward_time: 5.5052061081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4014520645
validation[          , genome  3126] predictions:    9519/  10000 (95.19%), best:    9568/10000 (95.68%), error:      1520.78918, best error:      1354.49243 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 71.5397872925s, input_fired_time: 0.5507326126, output_fired_time: 0.5019702911, propagate_forward_time: 27.3849601746, propagate_backward_time: 40.8000297546, weight_update_time: 0.1261281371, other_time: 2.3020935059
epoch time: 5.9366230965s, input_fired_time: 0.0696637407, output_fired_time: 0.0000000000, propagate_forward_time: 5.4519739151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4149856567
validation[          , genome  3126] predictions:    9562/  10000 (95.62%), best:    9568/10000 (95.68%), error:      1438.05811, best error:      1354.49243 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 71.4891586304s, input_fired_time: 0.5513402820, output_fired_time: 0.5030174255, propagate_forward_time: 27.3278331757, propagate_backward_time: 40.7829360962, weight_update_time: 0.1261132807, other_time: 2.3240280151
epoch time: 5.9884104729s, input_fired_time: 0.0698608756, output_fired_time: 0.0000000000, propagate_forward_time: 5.5052413940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133081436
validation[          , genome  3126] predictions:    9577/  10000 (95.77%), best:    9568/10000 (95.68%), error:      1367.39893, best error:      1354.49243 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 71.1829757690s, input_fired_time: 0.5494098067, output_fired_time: 0.4994153082, propagate_forward_time: 27.2479667664, propagate_backward_time: 40.5896415710, weight_update_time: 0.1248384044, other_time: 2.2965469360
epoch time: 5.9022603035s, input_fired_time: 0.0701071545, output_fired_time: 0.0000000000, propagate_forward_time: 5.4216547012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4104986191
validation[          , genome  3126] predictions:    9558/  10000 (95.58%), best:    9568/10000 (95.68%), error:      1398.77844, best error:      1354.49243 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 71.2732009888s, input_fired_time: 0.5502544045, output_fired_time: 0.4991399646, propagate_forward_time: 27.2757701874, propagate_backward_time: 40.6457061768, weight_update_time: 0.1255664676, other_time: 2.3023300171
epoch time: 5.9479522705s, input_fired_time: 0.0698332116, output_fired_time: 0.0000000000, propagate_forward_time: 5.4657926559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123263359
validation[          , genome  3126] predictions:    9559/  10000 (95.59%), best:    9568/10000 (95.68%), error:      1420.78210, best error:      1354.49243 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 71.4928131104s, input_fired_time: 0.5526601076, output_fired_time: 0.5021357536, propagate_forward_time: 27.3798007965, propagate_backward_time: 40.7397499084, weight_update_time: 0.1261086464, other_time: 2.3184700012
epoch time: 5.8860650063s, input_fired_time: 0.0703304037, output_fired_time: 0.0000000000, propagate_forward_time: 5.3995132446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4162211418
validation[          , genome  3126] predictions:    9547/  10000 (95.47%), best:    9568/10000 (95.68%), error:      1398.61560, best error:      1354.49243 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 71.1863250732s, input_fired_time: 0.5509851575, output_fired_time: 0.4983027279, propagate_forward_time: 27.2341766357, propagate_backward_time: 40.5643959045, weight_update_time: 0.1266431808, other_time: 2.3384590149
epoch time: 5.8913578987s, input_fired_time: 0.0696248487, output_fired_time: 0.0000000000, propagate_forward_time: 5.4085259438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4132070541
validation[          , genome  3126] predictions:    9509/  10000 (95.09%), best:    9568/10000 (95.68%), error:      1559.66162, best error:      1354.49243 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 71.5733718872s, input_fired_time: 0.5514324903, output_fired_time: 0.5037989616, propagate_forward_time: 27.4007625580, propagate_backward_time: 40.8320846558, weight_update_time: 0.1249653548, other_time: 2.2852935791
epoch time: 5.9730558395s, input_fired_time: 0.0697779208, output_fired_time: 0.0000000000, propagate_forward_time: 5.4931201935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101576805
validation[          , genome  3126] predictions:    9581/  10000 (95.81%), best:    9568/10000 (95.68%), error:      1374.99451, best error:      1354.49243 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 71.3952865601s, input_fired_time: 0.5517056584, output_fired_time: 0.5000187159, propagate_forward_time: 27.2796115875, propagate_backward_time: 40.7480735779, weight_update_time: 0.1257527769, other_time: 2.3158836365
epoch time: 5.9149231911s, input_fired_time: 0.0691496953, output_fired_time: 0.0000000000, propagate_forward_time: 5.4405250549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4052486420
validation[          , genome  3126] predictions:    9445/  10000 (94.45%), best:    9568/10000 (95.68%), error:      1703.91431, best error:      1354.49243 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 71.4007263184s, input_fired_time: 0.5490531921, output_fired_time: 0.4990645051, propagate_forward_time: 27.3229293823, propagate_backward_time: 40.7331886292, weight_update_time: 0.1256206930, other_time: 2.2964897156
epoch time: 5.9692454338s, input_fired_time: 0.0705802217, output_fired_time: 0.0000000000, propagate_forward_time: 5.4814767838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171886444
validation[          , genome  3126] predictions:    9518/  10000 (95.18%), best:    9568/10000 (95.68%), error:      1628.57422, best error:      1354.49243 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 71.3034515381s, input_fired_time: 0.5495536327, output_fired_time: 0.4998877943, propagate_forward_time: 27.2379589081, propagate_backward_time: 40.7294387817, weight_update_time: 0.1249587089, other_time: 2.2866134644
epoch time: 5.8656640053s, input_fired_time: 0.0693350360, output_fired_time: 0.0000000000, propagate_forward_time: 5.3914237022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049053192
validation[          , genome  3126] predictions:    9553/  10000 (95.53%), best:    9568/10000 (95.68%), error:      1431.94641, best error:      1354.49243 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 71.2422485352s, input_fired_time: 0.5507946610, output_fired_time: 0.4996227622, propagate_forward_time: 27.2644996643, propagate_backward_time: 40.6209030151, weight_update_time: 0.1257579476, other_time: 2.3064231873
epoch time: 5.9389419556s, input_fired_time: 0.0703693032, output_fired_time: 0.0000000000, propagate_forward_time: 5.4549560547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4136166573
validation[          , genome  3126] predictions:    9540/  10000 (95.40%), best:    9568/10000 (95.68%), error:      1466.92090, best error:      1354.49243 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 71.3076553345s, input_fired_time: 0.5746920705, output_fired_time: 0.4998035729, propagate_forward_time: 27.1804313660, propagate_backward_time: 40.7213363647, weight_update_time: 0.1264097244, other_time: 2.3313941956
epoch time: 5.9495568275s, input_fired_time: 0.0695628747, output_fired_time: 0.0000000000, propagate_forward_time: 5.4695725441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4104213715
validation[          , genome  3126] predictions:    9563/  10000 (95.63%), best:    9568/10000 (95.68%), error:      1438.42273, best error:      1354.49243 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 71.6067962646s, input_fired_time: 0.5518087745, output_fired_time: 0.5021939278, propagate_forward_time: 27.3723964691, propagate_backward_time: 40.8765678406, weight_update_time: 0.1257241815, other_time: 2.3038215637
epoch time: 5.8479003906s, input_fired_time: 0.0684666857, output_fired_time: 0.0000000000, propagate_forward_time: 5.3767709732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4026627541
validation[          , genome  3126] predictions:    9517/  10000 (95.17%), best:    9568/10000 (95.68%), error:      1557.56775, best error:      1354.49243 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 71.2335433960s, input_fired_time: 0.5520064235, output_fired_time: 0.4989568591, propagate_forward_time: 27.2385444641, propagate_backward_time: 40.6214828491, weight_update_time: 0.1256601661, other_time: 2.3225517273
epoch time: 5.9388403893s, input_fired_time: 0.0698050633, output_fired_time: 0.0000000000, propagate_forward_time: 5.4654364586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035987854
validation[          , genome  3126] predictions:    9565/  10000 (95.65%), best:    9568/10000 (95.68%), error:      1390.09717, best error:      1354.49243 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 69.7038116455s, input_fired_time: 0.5484490395, output_fired_time: 0.4918185174, propagate_forward_time: 26.6448726654, propagate_backward_time: 39.7141647339, weight_update_time: 0.1242250726, other_time: 2.3045043945
epoch time: 5.9913868904s, input_fired_time: 0.0701798424, output_fired_time: 0.0000000000, propagate_forward_time: 5.5128889084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4083180428
validation[          , genome  3126] predictions:    9575/  10000 (95.75%), best:    9568/10000 (95.68%), error:      1390.68372, best error:      1354.49243 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 71.6696777344s, input_fired_time: 0.5537731647, output_fired_time: 0.5012660623, propagate_forward_time: 27.4137153625, propagate_backward_time: 40.9067993164, weight_update_time: 0.1253365874, other_time: 2.2941246033
epoch time: 5.9828119278s, input_fired_time: 0.0700487569, output_fired_time: 0.0000000000, propagate_forward_time: 5.5029354095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4098277092
validation[          , genome  3126] predictions:    9521/  10000 (95.21%), best:    9568/10000 (95.68%), error:      1546.11731, best error:      1354.49243 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 71.2782897949s, input_fired_time: 0.5510997772, output_fired_time: 0.4990176260, propagate_forward_time: 27.2334651947, propagate_backward_time: 40.6928176880, weight_update_time: 0.1253959537, other_time: 2.3018875122
epoch time: 5.7702951431s, input_fired_time: 0.0683663487, output_fired_time: 0.0000000000, propagate_forward_time: 5.2986016273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033269882
validation[          , genome  3126] predictions:    9574/  10000 (95.74%), best:    9568/10000 (95.68%), error:      1388.04211, best error:      1354.49243 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 71.2245025635s, input_fired_time: 0.5521528125, output_fired_time: 0.4992803931, propagate_forward_time: 27.1855411530, propagate_backward_time: 40.6747894287, weight_update_time: 0.1255531907, other_time: 2.3127365112
epoch time: 5.9502611160s, input_fired_time: 0.0703657046, output_fired_time: 0.0000000000, propagate_forward_time: 5.4718770981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4080181122
validation[          , genome  3126] predictions:    9561/  10000 (95.61%), best:    9568/10000 (95.68%), error:      1411.24158, best error:      1354.49243 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 71.3052215576s, input_fired_time: 0.5526101589, output_fired_time: 0.4992428422, propagate_forward_time: 27.2791519165, propagate_backward_time: 40.6597404480, weight_update_time: 0.1259059459, other_time: 2.3144721985
epoch time: 6.0016207695s, input_fired_time: 0.0709201992, output_fired_time: 0.0000000000, propagate_forward_time: 5.5182356834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4124650955
validation[          , genome  3126] predictions:    9539/  10000 (95.39%), best:    9568/10000 (95.68%), error:      1435.79468, best error:      1354.49243 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 71.2078399658s, input_fired_time: 0.5537846684, output_fired_time: 0.5011777282, propagate_forward_time: 27.3345794678, propagate_backward_time: 40.5028381348, weight_update_time: 0.1255818456, other_time: 2.3154602051
epoch time: 5.8833875656s, input_fired_time: 0.0696765482, output_fired_time: 0.0000000000, propagate_forward_time: 5.4035911560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101200104
validation[          , genome  3126] predictions:    9530/  10000 (95.30%), best:    9568/10000 (95.68%), error:      1533.73706, best error:      1354.49243 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 70.8887329102s, input_fired_time: 0.5486294627, output_fired_time: 0.4975459576, propagate_forward_time: 27.1087036133, propagate_backward_time: 40.4244232178, weight_update_time: 0.1250564754, other_time: 2.3094329834
epoch time: 5.9490876198s, input_fired_time: 0.0701209605, output_fired_time: 0.0000000000, propagate_forward_time: 5.4666380882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123287201
validation[          , genome  3126] predictions:    9557/  10000 (95.57%), best:    9568/10000 (95.68%), error:      1405.01001, best error:      1354.49243 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 70.7815933228s, input_fired_time: 0.5505145192, output_fired_time: 0.4978158772, propagate_forward_time: 26.9693183899, propagate_backward_time: 40.4329185486, weight_update_time: 0.1255091429, other_time: 2.3310241699
epoch time: 5.9331378937s, input_fired_time: 0.0705438703, output_fired_time: 0.0000000000, propagate_forward_time: 5.4564065933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4061875343
validation[          , genome  3126] predictions:    9557/  10000 (95.57%), best:    9568/10000 (95.68%), error:      1428.82837, best error:      1354.49243 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 71.6732254028s, input_fired_time: 0.5548800826, output_fired_time: 0.5025931597, propagate_forward_time: 27.4551010132, propagate_backward_time: 40.8571548462, weight_update_time: 0.1257655770, other_time: 2.3034973145
epoch time: 5.6554841995s, input_fired_time: 0.0678302720, output_fired_time: 0.0000000000, propagate_forward_time: 5.1841163635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035377502
validation[          , genome  3126] predictions:    9543/  10000 (95.43%), best:    9568/10000 (95.68%), error:      1478.16650, best error:      1354.49243 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 71.4806747437s, input_fired_time: 0.5549060106, output_fired_time: 0.5023164153, propagate_forward_time: 27.3892955780, propagate_backward_time: 40.7098426819, weight_update_time: 0.1273651272, other_time: 2.3243064880
epoch time: 5.9962697029s, input_fired_time: 0.0709350258, output_fired_time: 0.0000000000, propagate_forward_time: 5.5041732788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211611748
validation[          , genome  3126] predictions:    9588/  10000 (95.88%), best:    9588/10000 (95.88%), error:      1339.16565, best error:      1339.16565 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 71.0709304810s, input_fired_time: 0.5538749695, output_fired_time: 0.4994736314, propagate_forward_time: 27.0911922455, propagate_backward_time: 40.5850639343, weight_update_time: 0.1258516312, other_time: 2.3413276672
epoch time: 5.8929977417s, input_fired_time: 0.0699289590, output_fired_time: 0.0000000000, propagate_forward_time: 5.4146795273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4083890915
validation[          , genome  3126] predictions:    9545/  10000 (95.45%), best:    9588/10000 (95.88%), error:      1453.71826, best error:      1339.16565 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 71.6669082642s, input_fired_time: 0.5525088906, output_fired_time: 0.5011104941, propagate_forward_time: 27.4345092773, propagate_backward_time: 40.8996620178, weight_update_time: 0.1257948130, other_time: 2.2791175842
epoch time: 5.9873671532s, input_fired_time: 0.0706980005, output_fired_time: 0.0000000000, propagate_forward_time: 5.5059447289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107246399
validation[          , genome  3126] predictions:    9553/  10000 (95.53%), best:    9588/10000 (95.88%), error:      1412.34241, best error:      1339.16565 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 71.2170257568s, input_fired_time: 0.5552709103, output_fired_time: 0.4989213049, propagate_forward_time: 27.2447280884, propagate_backward_time: 40.6042137146, weight_update_time: 0.1260380447, other_time: 2.3138923645
epoch time: 5.9827418327s, input_fired_time: 0.0712079629, output_fired_time: 0.0000000000, propagate_forward_time: 5.4945068359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4170269966
validation[          , genome  3126] predictions:    9532/  10000 (95.32%), best:    9588/10000 (95.88%), error:      1488.29822, best error:      1339.16565 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 70.8447494507s, input_fired_time: 0.5500326753, output_fired_time: 0.4973204434, propagate_forward_time: 27.1698646545, propagate_backward_time: 40.3492813110, weight_update_time: 0.1246223599, other_time: 2.2782478333
epoch time: 5.8846554756s, input_fired_time: 0.0692858920, output_fired_time: 0.0000000000, propagate_forward_time: 5.4168639183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3985056877
validation[          , genome  3126] predictions:    9471/  10000 (94.71%), best:    9588/10000 (95.88%), error:      1680.65283, best error:      1339.16565 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 71.2582550049s, input_fired_time: 0.5564889312, output_fired_time: 0.4995772243, propagate_forward_time: 27.2631587982, propagate_backward_time: 40.6041374207, weight_update_time: 0.1267471164, other_time: 2.3348884583
epoch time: 5.9930372238s, input_fired_time: 0.0720035806, output_fired_time: 0.0000000000, propagate_forward_time: 5.5058040619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4152297974
validation[          , genome  3126] predictions:    9522/  10000 (95.22%), best:    9588/10000 (95.88%), error:      1504.10815, best error:      1339.16565 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 71.5625228882s, input_fired_time: 0.5574858785, output_fired_time: 0.5015430450, propagate_forward_time: 27.3627338409, propagate_backward_time: 40.8141860962, weight_update_time: 0.1260927916, other_time: 2.3265762329
epoch time: 5.9810228348s, input_fired_time: 0.0712606758, output_fired_time: 0.0000000000, propagate_forward_time: 5.4900512695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197111130
validation[          , genome  3126] predictions:    9530/  10000 (95.30%), best:    9588/10000 (95.88%), error:      1460.87854, best error:      1339.16565 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 71.4959793091s, input_fired_time: 0.5572770834, output_fired_time: 0.5117620230, propagate_forward_time: 27.3388519287, propagate_backward_time: 40.7561759949, weight_update_time: 0.1261961907, other_time: 2.3319129944
epoch time: 5.9563670158s, input_fired_time: 0.0705694705, output_fired_time: 0.0000000000, propagate_forward_time: 5.4805459976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4052515030
validation[          , genome  3126] predictions:    9579/  10000 (95.79%), best:    9588/10000 (95.88%), error:      1392.66870, best error:      1339.16565 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 71.4108657837s, input_fired_time: 0.5556426048, output_fired_time: 0.5001783371, propagate_forward_time: 27.2824077606, propagate_backward_time: 40.7394752502, weight_update_time: 0.1265525669, other_time: 2.3331642151
epoch time: 5.9336643219s, input_fired_time: 0.0700118989, output_fired_time: 0.0000000000, propagate_forward_time: 5.4620141983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016380310
validation[          , genome  3126] predictions:    9558/  10000 (95.58%), best:    9588/10000 (95.88%), error:      1400.73425, best error:      1339.16565 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 70.7470245361s, input_fired_time: 0.5533159375, output_fired_time: 0.4982029200, propagate_forward_time: 27.0437526703, propagate_backward_time: 40.3403930664, weight_update_time: 0.1254691929, other_time: 2.3113632202
epoch time: 5.9250969887s, input_fired_time: 0.0714839175, output_fired_time: 0.0000000000, propagate_forward_time: 5.4459657669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4076471329
validation[          , genome  3126] predictions:    9552/  10000 (95.52%), best:    9588/10000 (95.88%), error:      1441.06897, best error:      1339.16565 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 71.0430908203s, input_fired_time: 0.5568348765, output_fired_time: 0.4990499914, propagate_forward_time: 27.1940898895, propagate_backward_time: 40.4818115234, weight_update_time: 0.1255362183, other_time: 2.3113098145
epoch time: 5.9850683212s, input_fired_time: 0.0708285570, output_fired_time: 0.0000000000, propagate_forward_time: 5.5051288605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4091110229
validation[          , genome  3126] predictions:    9538/  10000 (95.38%), best:    9588/10000 (95.88%), error:      1456.55005, best error:      1339.16565 on epoch:    90, 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: 29.5017833710s, input_fired_time: 0.3494745791, output_fired_time: 0.0000000000, propagate_forward_time: 27.0409088135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1114006042
best training[          , genome  3126] predictions:   48920/  50000 (97.84%), best:    9588/10000 (95.88%), error:      3782.65918, best error:      1339.16565 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.9040436745s, input_fired_time: 0.0696355924, output_fired_time: 0.0000000000, propagate_forward_time: 5.4292044640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4052038193
   testing[          , genome  3126] predictions:    9661/  10000 (96.61%), best:    9588/10000 (95.88%), error:      1127.11279, best error:      1339.16565 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:26:32 (6476): called boinc_finish(0)

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