Nameexact_genome_1508499903_24_15797_1
Workunit2269366
Created26 Oct 2017, 4:42:17 UTC
Sent26 Oct 2017, 5:39:33 UTC
Report deadline25 Dec 2017, 2:08:16 UTC
Received30 Oct 2017, 1:24:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 days 5 hours 48 min 50 sec
CPU time1 days 5 hours 46 min 27 sec
Validate stateInitial
Credit0.00
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size177.22 MB
Peak swap size182.13 MB
Peak disk usage7.56 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
264648438
epoch time: 78.3720474243s, input_fired_time: 1.4565763474, output_fired_time: 0.0000000000, propagate_forward_time: 74.5547561646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3607177734
validation[          , genome 15797] predictions:    9853/  10000 (98.53%), best:    9867/10000 (98.67%), error:       511.62994, best error:       425.34839 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 979.6929931641s, input_fired_time: 11.7365875244, output_fired_time: 11.1856870651, propagate_forward_time: 371.3520202637, propagate_backward_time: 572.6473999023, weight_update_time: 0.9850864410, other_time: 12.7713012695
epoch time: 78.3264846802s, input_fired_time: 1.4478935003, output_fired_time: 0.0000000000, propagate_forward_time: 74.5452499390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3333435059
validation[          , genome 15797] predictions:    9823/  10000 (98.23%), best:    9867/10000 (98.67%), error:       555.86414, best error:       425.34839 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 982.9318847656s, input_fired_time: 11.7751207352, output_fired_time: 11.2055320740, propagate_forward_time: 372.8608398438, propagate_backward_time: 574.3122558594, weight_update_time: 0.9813032150, other_time: 12.7781372070
epoch time: 77.8317871094s, input_fired_time: 1.4289829731, output_fired_time: 0.0000000000, propagate_forward_time: 74.1214599609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2813415527
validation[          , genome 15797] predictions:    9834/  10000 (98.34%), best:    9867/10000 (98.67%), error:       520.45251, best error:       425.34839 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 980.0437011719s, input_fired_time: 11.7562036514, output_fired_time: 11.1862812042, propagate_forward_time: 371.7174987793, propagate_backward_time: 572.7282104492, weight_update_time: 0.9769386053, other_time: 12.6554565430
epoch time: 78.6442718506s, input_fired_time: 1.4500950575, output_fired_time: 0.0000000000, propagate_forward_time: 74.8562011719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3379745483
validation[          , genome 15797] predictions:    9859/  10000 (98.59%), best:    9867/10000 (98.67%), error:       447.86700, best error:       425.34839 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 978.1214599609s, input_fired_time: 11.7099733353, output_fired_time: 11.1325407028, propagate_forward_time: 370.9544677734, propagate_backward_time: 571.9496459961, weight_update_time: 0.9677606821, other_time: 12.3748168945
epoch time: 77.6912002563s, input_fired_time: 1.4043512344, output_fired_time: 0.0000000000, propagate_forward_time: 74.2101821899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0766677856
validation[          , genome 15797] predictions:    9854/  10000 (98.54%), best:    9867/10000 (98.67%), error:       462.00946, best error:       425.34839 on epoch:    10, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 976.4150390625s, input_fired_time: 11.5518312454, output_fired_time: 11.0780334473, propagate_forward_time: 370.8313293457, propagate_backward_time: 571.4036254883, weight_update_time: 0.9184832573, other_time: 11.5502319336
epoch time: 77.9612426758s, input_fired_time: 1.4063066244, output_fired_time: 0.0000000000, propagate_forward_time: 74.4480667114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1068725586
validation[          , genome 15797] predictions:    9885/  10000 (98.85%), best:    9867/10000 (98.67%), error:       425.50745, best error:       425.34839 on epoch:    10, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 981.6989135742s, input_fired_time: 11.6016778946, output_fired_time: 11.1271581650, propagate_forward_time: 372.9145202637, propagate_backward_time: 574.4593505859, weight_update_time: 0.9220279455, other_time: 11.5961914063
epoch time: 77.8944473267s, input_fired_time: 1.4150352478, output_fired_time: 0.0000000000, propagate_forward_time: 74.4256896973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0537261963
validation[          , genome 15797] predictions:    9827/  10000 (98.27%), best:    9867/10000 (98.67%), error:       514.14563, best error:       425.34839 on epoch:    10, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 978.0344848633s, input_fired_time: 11.5636186600, output_fired_time: 11.0889778137, propagate_forward_time: 371.7304077148, propagate_backward_time: 572.1430664063, weight_update_time: 0.9166749120, other_time: 11.5084228516
epoch time: 78.3465042114s, input_fired_time: 1.4173760414, output_fired_time: 0.0000000000, propagate_forward_time: 74.8626403809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0664901733
validation[          , genome 15797] predictions:    9821/  10000 (98.21%), best:    9867/10000 (98.67%), error:       542.38074, best error:       425.34839 on epoch:    10, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 976.7418823242s, input_fired_time: 11.5819702148, output_fired_time: 11.1084394455, propagate_forward_time: 371.0566101074, propagate_backward_time: 571.3168334961, weight_update_time: 0.9265128374, other_time: 11.6780395508
epoch time: 76.5173797607s, input_fired_time: 1.3974162340, output_fired_time: 0.0000000000, propagate_forward_time: 73.0234069824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0965576172
validation[          , genome 15797] predictions:    9865/  10000 (98.65%), best:    9867/10000 (98.67%), error:       439.37933, best error:       425.34839 on epoch:    10, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 976.7202758789s, input_fired_time: 11.5686101913, output_fired_time: 11.0880584717, propagate_forward_time: 371.0148010254, propagate_backward_time: 571.4873657227, weight_update_time: 0.9195435047, other_time: 11.5614624023
epoch time: 78.2854843140s, input_fired_time: 1.4156013727, output_fired_time: 0.0000000000, propagate_forward_time: 74.7886199951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0812606812
validation[          , genome 15797] predictions:    9808/  10000 (98.08%), best:    9867/10000 (98.67%), error:       574.06604, best error:       425.34839 on epoch:    10, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 974.9423828125s, input_fired_time: 11.5569906235, output_fired_time: 11.0783033371, propagate_forward_time: 369.9026489258, propagate_backward_time: 570.7648925781, weight_update_time: 0.9181993604, other_time: 11.6395263672
epoch time: 77.6483764648s, input_fired_time: 1.4117740393, output_fired_time: 0.0000000000, propagate_forward_time: 74.1561279297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0804748535
validation[          , genome 15797] predictions:    9826/  10000 (98.26%), best:    9867/10000 (98.67%), error:       513.54333, best error:       425.34839 on epoch:    10, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 976.0168457031s, input_fired_time: 11.5731801987, output_fired_time: 11.0941390991, propagate_forward_time: 370.4086608887, propagate_backward_time: 571.2789306641, weight_update_time: 0.9195444584, other_time: 11.6619873047
epoch time: 78.0792312622s, input_fired_time: 1.4197961092, output_fired_time: 0.0000000000, propagate_forward_time: 74.4840087891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1754226685
validation[          , genome 15797] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       415.90549, best error:       415.90549 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 977.9609985352s, input_fired_time: 11.5837287903, output_fired_time: 11.1133031845, propagate_forward_time: 371.3008728027, propagate_backward_time: 572.3150634766, weight_update_time: 0.9243264794, other_time: 11.6480712891
epoch time: 77.7428665161s, input_fired_time: 1.4153180122, output_fired_time: 0.0000000000, propagate_forward_time: 74.1908493042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1366958618
validation[          , genome 15797] predictions:    9821/  10000 (98.21%), best:    9868/10000 (98.68%), error:       581.46106, best error:       415.90549 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 976.0970458984s, input_fired_time: 11.5799837112, output_fired_time: 11.0891656876, propagate_forward_time: 370.6295471191, propagate_backward_time: 571.1890869141, weight_update_time: 0.9229285717, other_time: 11.6092529297
epoch time: 77.8211669922s, input_fired_time: 1.4110777378, output_fired_time: 0.0000000000, propagate_forward_time: 74.3210983276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0889892578
validation[          , genome 15797] predictions:    9855/  10000 (98.55%), best:    9868/10000 (98.68%), error:       486.79703, best error:       415.90549 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 978.2285156250s, input_fired_time: 11.5901298523, output_fired_time: 11.1174964905, propagate_forward_time: 371.6537170410, propagate_backward_time: 572.2493896484, weight_update_time: 0.9237282276, other_time: 11.6177978516
epoch time: 76.0695953369s, input_fired_time: 1.4028464556, output_fired_time: 0.0000000000, propagate_forward_time: 72.5648574829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1018905640
validation[          , genome 15797] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       409.44321, best error:       409.44321 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 978.0341186523s, input_fired_time: 11.6234264374, output_fired_time: 11.0921888351, propagate_forward_time: 371.2710571289, propagate_backward_time: 572.2738037109, weight_update_time: 0.9254645109, other_time: 11.7736816406
epoch time: 77.8041381836s, input_fired_time: 1.4156970978, output_fired_time: 0.0000000000, propagate_forward_time: 74.2674865723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1209564209
validation[          , genome 15797] predictions:    9882/  10000 (98.82%), best:    9875/10000 (98.75%), error:       411.08118, best error:       409.44321 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 976.5925903320s, input_fired_time: 11.5839443207, output_fired_time: 11.0909585953, propagate_forward_time: 371.0253601074, propagate_backward_time: 571.2888793945, weight_update_time: 0.9219523668, other_time: 11.6034545898
epoch time: 77.5880355835s, input_fired_time: 1.4181680679, output_fired_time: 0.0000000000, propagate_forward_time: 74.0825424194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0873260498
validation[          , genome 15797] predictions:    9862/  10000 (98.62%), best:    9875/10000 (98.75%), error:       442.16690, best error:       409.44321 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 975.4462890625s, input_fired_time: 11.5776767731, output_fired_time: 11.0625867844, propagate_forward_time: 370.2540893555, propagate_backward_time: 570.9812622070, weight_update_time: 0.9209904671, other_time: 11.5706787109
epoch time: 76.5621948242s, input_fired_time: 1.3980824947, output_fired_time: 0.0000000000, propagate_forward_time: 73.0660781860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0980377197
validation[          , genome 15797] predictions:    9862/  10000 (98.62%), best:    9875/10000 (98.75%), error:       435.76172, best error:       409.44321 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 977.5509033203s, input_fired_time: 11.6171178818, output_fired_time: 11.1021289825, propagate_forward_time: 371.0639343262, propagate_backward_time: 572.0888061523, weight_update_time: 0.9273695350, other_time: 11.6788940430
epoch time: 77.5543136597s, input_fired_time: 1.4221106768, output_fired_time: 0.0000000000, propagate_forward_time: 74.0373153687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0948867798
validation[          , genome 15797] predictions:    9865/  10000 (98.65%), best:    9875/10000 (98.75%), error:       433.42111, best error:       409.44321 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 979.2943725586s, input_fired_time: 11.6380472183, output_fired_time: 11.1192550659, propagate_forward_time: 371.7177124023, propagate_backward_time: 573.0894775391, weight_update_time: 0.9253072143, other_time: 11.7298583984
epoch time: 77.3759536743s, input_fired_time: 1.4133070707, output_fired_time: 0.0000000000, propagate_forward_time: 73.8333587646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1292877197
validation[          , genome 15797] predictions:    9854/  10000 (98.54%), best:    9875/10000 (98.75%), error:       467.47137, best error:       409.44321 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 980.8487548828s, input_fired_time: 11.6543912888, output_fired_time: 11.1225490570, propagate_forward_time: 372.7306518555, propagate_backward_time: 573.6581420898, weight_update_time: 0.9218671918, other_time: 11.6829833984
epoch time: 77.3300552368s, input_fired_time: 1.4093804359, output_fired_time: 0.0000000000, propagate_forward_time: 73.8373641968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0833129883
validation[          , genome 15797] predictions:    9846/  10000 (98.46%), best:    9875/10000 (98.75%), error:       446.64435, best error:       409.44321 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 981.8328857422s, input_fired_time: 11.6436929703, output_fired_time: 11.1392107010, propagate_forward_time: 372.9083862305, propagate_backward_time: 574.4312133789, weight_update_time: 0.9319716096, other_time: 11.7103881836
epoch time: 77.7862243652s, input_fired_time: 1.4159178734, output_fired_time: 0.0000000000, propagate_forward_time: 74.2450103760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1252975464
validation[          , genome 15797] predictions:    9877/  10000 (98.77%), best:    9875/10000 (98.75%), error:       410.67874, best error:       409.44321 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 980.1693725586s, input_fired_time: 11.6525478363, output_fired_time: 11.1152820587, propagate_forward_time: 372.3913269043, propagate_backward_time: 573.2390747070, weight_update_time: 0.9277933240, other_time: 11.7711791992
epoch time: 78.1012649536s, input_fired_time: 1.4350994825, output_fired_time: 0.0000000000, propagate_forward_time: 74.5523910522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1137771606
validation[          , genome 15797] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       363.77850, best error:       363.77850 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 975.5805053711s, input_fired_time: 11.6373128891, output_fired_time: 11.0732440948, propagate_forward_time: 370.6648864746, propagate_backward_time: 570.4987182617, weight_update_time: 0.9260901809, other_time: 11.7063598633
epoch time: 77.7669982910s, input_fired_time: 1.4284379482, output_fired_time: 0.0000000000, propagate_forward_time: 74.2317657471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1067962646
validation[          , genome 15797] predictions:    9863/  10000 (98.63%), best:    9885/10000 (98.85%), error:       443.48300, best error:       363.77850 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 974.8673706055s, input_fired_time: 11.6285572052, output_fired_time: 11.0749845505, propagate_forward_time: 369.9277038574, propagate_backward_time: 570.5571899414, weight_update_time: 0.9266498685, other_time: 11.6788940430
epoch time: 77.3537139893s, input_fired_time: 1.4196490049, output_fired_time: 0.0000000000, propagate_forward_time: 73.8140182495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1200485229
validation[          , genome 15797] predictions:    9878/  10000 (98.78%), best:    9885/10000 (98.85%), error:       397.95703, best error:       363.77850 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 976.9900512695s, input_fired_time: 11.6312112808, output_fired_time: 11.0835361481, propagate_forward_time: 371.1065063477, propagate_backward_time: 571.5269775391, weight_update_time: 0.9239202142, other_time: 11.6417846680
epoch time: 78.4020385742s, input_fired_time: 1.4295608997, output_fired_time: 0.0000000000, propagate_forward_time: 74.8965682983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0759124756
validation[          , genome 15797] predictions:    9871/  10000 (98.71%), best:    9885/10000 (98.85%), error:       409.15967, best error:       363.77850 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 979.2709960938s, input_fired_time: 11.6469354630, output_fired_time: 11.0971117020, propagate_forward_time: 372.0063171387, propagate_backward_time: 572.7835083008, weight_update_time: 0.9262723327, other_time: 11.7371215820
epoch time: 77.5689392090s, input_fired_time: 1.4222501516, output_fired_time: 0.0000000000, propagate_forward_time: 74.0305099487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1161804199
validation[          , genome 15797] predictions:    9865/  10000 (98.65%), best:    9885/10000 (98.85%), error:       394.99847, best error:       363.77850 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 976.4002685547s, input_fired_time: 11.6429147720, output_fired_time: 11.0557365417, propagate_forward_time: 370.7470092773, propagate_backward_time: 571.1998291016, weight_update_time: 0.9229384661, other_time: 11.7547607422
epoch time: 77.2972106934s, input_fired_time: 1.4063527584, output_fired_time: 0.0000000000, propagate_forward_time: 73.8494110107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0414505005
validation[          , genome 15797] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       347.60449, best error:       347.60449 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 979.5425415039s, input_fired_time: 11.6539211273, output_fired_time: 11.1449623108, propagate_forward_time: 371.8046875000, propagate_backward_time: 573.1424560547, weight_update_time: 0.9301995635, other_time: 11.7965087891
epoch time: 77.7198944092s, input_fired_time: 1.4277938604, output_fired_time: 0.0000000000, propagate_forward_time: 74.1450958252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1470031738
validation[          , genome 15797] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       336.57611, best error:       336.57611 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 979.1058959961s, input_fired_time: 11.7616291046, output_fired_time: 11.1717653275, propagate_forward_time: 371.4511718750, propagate_backward_time: 572.4942016602, weight_update_time: 0.9514622688, other_time: 12.2271118164
epoch time: 77.0240707397s, input_fired_time: 1.4368127584, output_fired_time: 0.0000000000, propagate_forward_time: 73.4061508179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1811065674
validation[          , genome 15797] predictions:    9879/  10000 (98.79%), best:    9895/10000 (98.95%), error:       397.70828, best error:       336.57611 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 979.1560668945s, input_fired_time: 11.7893371582, output_fired_time: 11.1398706436, propagate_forward_time: 371.7947387695, propagate_backward_time: 572.0388183594, weight_update_time: 0.9546260834, other_time: 12.3932495117
epoch time: 77.8784255981s, input_fired_time: 1.4633523226, output_fired_time: 0.0000000000, propagate_forward_time: 74.1553878784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2596817017
validation[          , genome 15797] predictions:    9867/  10000 (98.67%), best:    9895/10000 (98.95%), error:       401.02020, best error:       336.57611 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 980.3432617188s, input_fired_time: 11.8052930832, output_fired_time: 11.1772747040, propagate_forward_time: 372.2844238281, propagate_backward_time: 572.6715087891, weight_update_time: 0.9645460248, other_time: 12.4047851563
epoch time: 78.0373764038s, input_fired_time: 1.4414607286, output_fired_time: 0.0000000000, propagate_forward_time: 74.4094924927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1864242554
validation[          , genome 15797] predictions:    9857/  10000 (98.57%), best:    9895/10000 (98.95%), error:       431.21304, best error:       336.57611 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 982.2448120117s, input_fired_time: 11.8136472702, output_fired_time: 11.1767416000, propagate_forward_time: 372.8020019531, propagate_backward_time: 574.0776367188, weight_update_time: 0.9590343237, other_time: 12.3747558594
epoch time: 77.9165344238s, input_fired_time: 1.4551516771, output_fired_time: 0.0000000000, propagate_forward_time: 74.2036819458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2576980591
validation[          , genome 15797] predictions:    9867/  10000 (98.67%), best:    9895/10000 (98.95%), error:       411.77774, best error:       336.57611 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 980.1608276367s, input_fired_time: 11.8311252594, output_fired_time: 11.1747636795, propagate_forward_time: 371.7652893066, propagate_backward_time: 572.7457275391, weight_update_time: 0.9686833620, other_time: 12.6439208984
epoch time: 78.4364166260s, input_fired_time: 1.4613704681, output_fired_time: 0.0000000000, propagate_forward_time: 74.6375579834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3374862671
validation[          , genome 15797] predictions:    9886/  10000 (98.86%), best:    9895/10000 (98.95%), error:       351.52252, best error:       336.57611 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 979.1383666992s, input_fired_time: 11.8543920517, output_fired_time: 11.1880102158, propagate_forward_time: 371.1414794922, propagate_backward_time: 572.1874389648, weight_update_time: 0.9695917964, other_time: 12.7670898438
epoch time: 77.7173767090s, input_fired_time: 1.4509739876, output_fired_time: 0.0000000000, propagate_forward_time: 73.9722290039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2941741943
validation[          , genome 15797] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       333.76709, best error:       333.76709 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 977.8674926758s, input_fired_time: 11.8010816574, output_fired_time: 11.1708889008, propagate_forward_time: 370.5763549805, propagate_backward_time: 571.6665039063, weight_update_time: 0.9663196206, other_time: 12.6526489258
epoch time: 78.2270202637s, input_fired_time: 1.4704223871, output_fired_time: 0.0000000000, propagate_forward_time: 74.4366836548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3199157715
validation[          , genome 15797] predictions:    9896/  10000 (98.96%), best:    9895/10000 (98.95%), error:       343.55460, best error:       333.76709 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 980.1859741211s, input_fired_time: 11.8425588608, output_fired_time: 11.1978645325, propagate_forward_time: 372.0360107422, propagate_backward_time: 572.5317382813, weight_update_time: 0.9632242322, other_time: 12.5778198242
epoch time: 78.5282669067s, input_fired_time: 1.4692276716, output_fired_time: 0.0000000000, propagate_forward_time: 74.7801666260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2788696289
validation[          , genome 15797] predictions:    9884/  10000 (98.84%), best:    9895/10000 (98.95%), error:       382.64035, best error:       333.76709 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 977.9805908203s, input_fired_time: 11.8153314590, output_fired_time: 11.1740932465, propagate_forward_time: 370.6671447754, propagate_backward_time: 571.6818847656, weight_update_time: 0.9684467912, other_time: 12.6422119141
epoch time: 76.3438262939s, input_fired_time: 1.4438599348, output_fired_time: 0.0000000000, propagate_forward_time: 72.5411605835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3588027954
validation[          , genome 15797] predictions:    9885/  10000 (98.85%), best:    9895/10000 (98.95%), error:       360.22791, best error:       333.76709 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 981.1679077148s, input_fired_time: 11.8752813339, output_fired_time: 11.2175712585, propagate_forward_time: 371.7816467285, propagate_backward_time: 573.5520019531, weight_update_time: 0.9704501033, other_time: 12.7413330078
epoch time: 77.6729888916s, input_fired_time: 1.4595026970, output_fired_time: 0.0000000000, propagate_forward_time: 73.9286804199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2848052979
validation[          , genome 15797] predictions:    9886/  10000 (98.86%), best:    9895/10000 (98.95%), error:       367.08035, best error:       333.76709 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 979.7020874023s, input_fired_time: 11.8083543777, output_fired_time: 11.1773929596, propagate_forward_time: 371.7318420410, propagate_backward_time: 572.5574340820, weight_update_time: 0.9581959248, other_time: 12.4270629883
epoch time: 77.9682312012s, input_fired_time: 1.4499864578, output_fired_time: 0.0000000000, propagate_forward_time: 74.2441940308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2740478516
validation[          , genome 15797] predictions:    9892/  10000 (98.92%), best:    9895/10000 (98.95%), error:       352.27457, best error:       333.76709 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 981.5719604492s, input_fired_time: 11.8007059097, output_fired_time: 11.1862573624, propagate_forward_time: 372.3126831055, propagate_backward_time: 573.8314208984, weight_update_time: 0.9563661814, other_time: 12.4408569336
epoch time: 78.3963775635s, input_fired_time: 1.4570767879, output_fired_time: 0.0000000000, propagate_forward_time: 74.6881866455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2511138916
validation[          , genome 15797] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       316.69073, best error:       316.69073 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 980.1044311523s, input_fired_time: 11.7889242172, output_fired_time: 11.1750106812, propagate_forward_time: 371.9731750488, propagate_backward_time: 572.7541503906, weight_update_time: 0.9551761746, other_time: 12.4132080078
epoch time: 78.6946868896s, input_fired_time: 1.4570981264, output_fired_time: 0.0000000000, propagate_forward_time: 75.0085144043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2290725708
validation[          , genome 15797] predictions:    9900/  10000 (99.00%), best:    9904/10000 (99.04%), error:       347.80124, best error:       316.69073 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 981.9477539063s, input_fired_time: 11.8110933304, output_fired_time: 11.1838788986, propagate_forward_time: 372.7148132324, propagate_backward_time: 573.8286743164, weight_update_time: 0.9583064318, other_time: 12.4092407227
epoch time: 77.6842880249s, input_fired_time: 1.4637054205, output_fired_time: 0.0000000000, propagate_forward_time: 73.9024581909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3181228638
validation[          , genome 15797] predictions:    9892/  10000 (98.92%), best:    9904/10000 (99.04%), error:       331.67212, best error:       316.69073 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 976.8430175781s, input_fired_time: 11.7865371704, output_fired_time: 11.1058635712, propagate_forward_time: 370.7227783203, propagate_backward_time: 570.8374023438, weight_update_time: 0.9527856708, other_time: 12.3904418945
epoch time: 78.4405593872s, input_fired_time: 1.4617066383, output_fired_time: 0.0000000000, propagate_forward_time: 74.6728439331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3060073853
validation[          , genome 15797] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       313.06680, best error:       313.06680 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 984.3386840820s, input_fired_time: 11.8292846680, output_fired_time: 11.2140655518, propagate_forward_time: 373.4676818848, propagate_backward_time: 575.5527343750, weight_update_time: 0.9523189664, other_time: 12.2749023438
epoch time: 76.5722885132s, input_fired_time: 1.4320760965, output_fired_time: 0.0000000000, propagate_forward_time: 72.8989944458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2412185669
validation[          , genome 15797] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       313.68405, best error:       313.06680 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 978.1194458008s, input_fired_time: 11.8045206070, output_fired_time: 11.1343221664, propagate_forward_time: 371.0726623535, propagate_backward_time: 571.5926513672, weight_update_time: 0.9589778781, other_time: 12.5152587891
epoch time: 78.3705139160s, input_fired_time: 1.4609541893, output_fired_time: 0.0000000000, propagate_forward_time: 74.6224441528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2871170044
validation[          , genome 15797] predictions:    9899/  10000 (98.99%), best:    9902/10000 (99.02%), error:       323.03937, best error:       313.06680 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 982.4602050781s, input_fired_time: 11.8295249939, output_fired_time: 11.1955146790, propagate_forward_time: 372.7838134766, propagate_backward_time: 574.1835937500, weight_update_time: 0.9592298865, other_time: 12.4677734375
epoch time: 78.1138916016s, input_fired_time: 1.4512780905, output_fired_time: 0.0000000000, propagate_forward_time: 74.3827209473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2798919678
validation[          , genome 15797] predictions:    9885/  10000 (98.85%), best:    9902/10000 (99.02%), error:       364.48126, best error:       313.06680 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 980.6232299805s, input_fired_time: 11.8334169388, output_fired_time: 11.1629409790, propagate_forward_time: 372.2801818848, propagate_backward_time: 572.9465332031, weight_update_time: 0.9576435685, other_time: 12.4001464844
epoch time: 78.6754531860s, input_fired_time: 1.4626642466, output_fired_time: 0.0000000000, propagate_forward_time: 74.9845046997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2282867432
validation[          , genome 15797] predictions:    9905/  10000 (99.05%), best:    9902/10000 (99.02%), error:       334.52374, best error:       313.06680 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 975.9323730469s, input_fired_time: 11.7945337296, output_fired_time: 11.1167230606, propagate_forward_time: 370.5168762207, propagate_backward_time: 570.0812377930, weight_update_time: 0.9479247332, other_time: 12.4230346680
epoch time: 78.6886520386s, input_fired_time: 1.4674686193, output_fired_time: 0.0000000000, propagate_forward_time: 74.9490737915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2721099854
validation[          , genome 15797] predictions:    9904/  10000 (99.04%), best:    9902/10000 (99.02%), error:       319.55975, best error:       313.06680 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 974.3094482422s, input_fired_time: 11.7672958374, output_fired_time: 11.1151399612, propagate_forward_time: 369.1175842285, propagate_backward_time: 569.9346313477, weight_update_time: 0.9459877014, other_time: 12.3748168945
epoch time: 78.5068664551s, input_fired_time: 1.4672244787, output_fired_time: 0.0000000000, propagate_forward_time: 74.7768096924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2628326416
validation[          , genome 15797] predictions:    9895/  10000 (98.95%), best:    9902/10000 (99.02%), error:       325.06271, best error:       313.06680 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 977.9654541016s, input_fired_time: 11.8023748398, output_fired_time: 11.1651010513, propagate_forward_time: 370.3885803223, propagate_backward_time: 572.1224975586, weight_update_time: 0.9546132684, other_time: 12.4868774414
epoch time: 77.4878845215s, input_fired_time: 1.4481430054, output_fired_time: 0.0000000000, propagate_forward_time: 73.7865219116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2532196045
validation[          , genome 15797] predictions:    9901/  10000 (99.01%), best:    9902/10000 (99.02%), error:       325.52850, best error:       313.06680 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 979.4392089844s, input_fired_time: 11.8307209015, output_fired_time: 11.1649990082, propagate_forward_time: 371.2703552246, propagate_backward_time: 572.6508178711, weight_update_time: 0.9611727595, other_time: 12.5222778320
epoch time: 77.8926162720s, input_fired_time: 1.4469311237, output_fired_time: 0.0000000000, propagate_forward_time: 74.2501525879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1955337524
validation[          , genome 15797] predictions:    9894/  10000 (98.94%), best:    9902/10000 (99.02%), error:       333.55688, best error:       313.06680 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 979.0073852539s, input_fired_time: 11.8260192871, output_fired_time: 11.1649093628, propagate_forward_time: 371.3598022461, propagate_backward_time: 572.1788330078, weight_update_time: 0.9557932019, other_time: 12.4778442383
epoch time: 78.4694213867s, input_fired_time: 1.4630123377, output_fired_time: 0.0000000000, propagate_forward_time: 74.7464141846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2599945068
validation[          , genome 15797] predictions:    9895/  10000 (98.95%), best:    9902/10000 (99.02%), error:       330.27304, best error:       313.06680 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 981.7421264648s, input_fired_time: 11.8369417191, output_fired_time: 11.1998062134, propagate_forward_time: 372.6971130371, propagate_backward_time: 573.5773315430, weight_update_time: 0.9635985494, other_time: 12.4309692383
epoch time: 76.6524353027s, input_fired_time: 1.4260929823, output_fired_time: 0.0000000000, propagate_forward_time: 73.0595092773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1668319702
validation[          , genome 15797] predictions:    9898/  10000 (98.98%), best:    9902/10000 (99.02%), error:       319.65778, best error:       313.06680 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 981.7963256836s, input_fired_time: 11.8377237320, output_fired_time: 11.1853446960, propagate_forward_time: 372.7427673340, propagate_backward_time: 573.5735473633, weight_update_time: 0.9584217072, other_time: 12.4569702148
epoch time: 77.0462417603s, input_fired_time: 1.4430661201, output_fired_time: 0.0000000000, propagate_forward_time: 73.3348770142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2682952881
validation[          , genome 15797] predictions:    9898/  10000 (98.98%), best:    9902/10000 (99.02%), error:       317.95682, best error:       313.06680 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 982.4166870117s, input_fired_time: 11.8749046326, output_fired_time: 11.1969547272, propagate_forward_time: 372.5090637207, propagate_backward_time: 574.2769165039, weight_update_time: 0.9599920511, other_time: 12.5588989258
epoch time: 78.3579711914s, input_fired_time: 1.4614386559, output_fired_time: 0.0000000000, propagate_forward_time: 74.6838378906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2126922607
validation[          , genome 15797] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       311.04202, best error:       311.04202 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 978.7365722656s, input_fired_time: 11.7923698425, output_fired_time: 11.1493358612, propagate_forward_time: 371.3092041016, propagate_backward_time: 572.1951904297, weight_update_time: 0.9489592910, other_time: 12.2904663086
epoch time: 78.5569915771s, input_fired_time: 1.4729787111, output_fired_time: 0.0000000000, propagate_forward_time: 74.7939682007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2900466919
validation[          , genome 15797] predictions:    9899/  10000 (98.99%), best:    9901/10000 (99.01%), error:       330.55371, best error:       311.04202 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 979.2924194336s, input_fired_time: 11.8303527832, output_fired_time: 11.1770677567, propagate_forward_time: 371.3625183105, propagate_backward_time: 572.4735107422, weight_update_time: 0.9575558305, other_time: 12.4489746094
epoch time: 78.6233520508s, input_fired_time: 1.4850144386, output_fired_time: 0.0000000000, propagate_forward_time: 74.7920989990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3462371826
validation[          , genome 15797] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       320.39648, best error:       311.04202 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 979.2659912109s, input_fired_time: 11.8631992340, output_fired_time: 11.1642580032, propagate_forward_time: 371.2825012207, propagate_backward_time: 572.3755493164, weight_update_time: 0.9631455541, other_time: 12.5805053711
epoch time: 78.1315841675s, input_fired_time: 1.4628676176, output_fired_time: 0.0000000000, propagate_forward_time: 74.4561080933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2126083374
validation[          , genome 15797] predictions:    9889/  10000 (98.89%), best:    9901/10000 (99.01%), error:       335.26163, best error:       311.04202 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 983.7167358398s, input_fired_time: 11.8864326477, output_fired_time: 11.2194652557, propagate_forward_time: 373.3038330078, propagate_backward_time: 574.8461303711, weight_update_time: 0.9644431472, other_time: 12.4608764648
epoch time: 78.6896362305s, input_fired_time: 1.4679564238, output_fired_time: 0.0000000000, propagate_forward_time: 74.9885253906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2331542969
validation[          , genome 15797] predictions:    9898/  10000 (98.98%), best:    9901/10000 (99.01%), error:       345.14542, best error:       311.04202 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 980.0704956055s, input_fired_time: 11.8562345505, output_fired_time: 11.1778421402, propagate_forward_time: 371.6134338379, propagate_backward_time: 572.9141845703, weight_update_time: 0.9614439607, other_time: 12.5087890625
epoch time: 77.8904342651s, input_fired_time: 1.4759273529, output_fired_time: 0.0000000000, propagate_forward_time: 74.0907745361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3237304688
validation[          , genome 15797] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       324.70941, best error:       311.04202 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 980.1375732422s, input_fired_time: 11.8838891983, output_fired_time: 11.1778268814, propagate_forward_time: 371.4849243164, propagate_backward_time: 573.0325927734, weight_update_time: 0.9657188654, other_time: 12.5582885742
epoch time: 78.5233078003s, input_fired_time: 1.4818453789, output_fired_time: 0.0000000000, propagate_forward_time: 74.6961288452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3453369141
validation[          , genome 15797] predictions:    9900/  10000 (99.00%), best:    9901/10000 (99.01%), error:       319.17258, best error:       311.04202 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 980.2645263672s, input_fired_time: 11.8790988922, output_fired_time: 11.1914129257, propagate_forward_time: 371.6461486816, propagate_backward_time: 572.9398193359, weight_update_time: 0.9635485411, other_time: 12.6080322266
epoch time: 78.2995605469s, input_fired_time: 1.4872915745, output_fired_time: 0.0000000000, propagate_forward_time: 74.4641876221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3480834961
validation[          , genome 15797] predictions:    9890/  10000 (98.90%), best:    9901/10000 (99.01%), error:       339.95947, best error:       311.04202 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 984.4347534180s, input_fired_time: 11.9334058762, output_fired_time: 11.2462844849, propagate_forward_time: 373.1060180664, propagate_backward_time: 575.4215698242, weight_update_time: 0.9770029783, other_time: 12.7274780273
epoch time: 77.4011383057s, input_fired_time: 1.4502547979, output_fired_time: 0.0000000000, propagate_forward_time: 73.7035140991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2473678589
validation[          , genome 15797] predictions:    9895/  10000 (98.95%), best:    9901/10000 (99.01%), error:       330.79391, best error:       311.04202 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 977.2357177734s, input_fired_time: 11.8642950058, output_fired_time: 11.1759767532, propagate_forward_time: 370.5616760254, propagate_backward_time: 571.0322265625, weight_update_time: 0.9608319998, other_time: 12.6015625000
epoch time: 78.5544891357s, input_fired_time: 1.4753044844, output_fired_time: 0.0000000000, propagate_forward_time: 74.7684860229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3106994629
validation[          , genome 15797] predictions:    9906/  10000 (99.06%), best:    9901/10000 (99.01%), error:       314.08411, best error:       311.04202 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 979.5310668945s, input_fired_time: 11.8724355698, output_fired_time: 11.1934814453, propagate_forward_time: 371.5640258789, propagate_backward_time: 572.2965087891, weight_update_time: 0.9620150328, other_time: 12.6046142578
epoch time: 78.3387756348s, input_fired_time: 1.4769202471, output_fired_time: 0.0000000000, propagate_forward_time: 74.5609970093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3008575439
validation[          , genome 15797] predictions:    9906/  10000 (99.06%), best:    9901/10000 (99.01%), error:       315.00330, best error:       311.04202 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 980.8134765625s, input_fired_time: 11.9007320404, output_fired_time: 11.2067060471, propagate_forward_time: 371.8046569824, propagate_backward_time: 573.2970581055, weight_update_time: 0.9656257629, other_time: 12.6043090820
epoch time: 77.9192886353s, input_fired_time: 1.4704351425, output_fired_time: 0.0000000000, propagate_forward_time: 74.1743545532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2744979858
validation[          , genome 15797] predictions:    9905/  10000 (99.05%), best:    9901/10000 (99.01%), error:       326.02786, best error:       311.04202 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 977.0128173828s, input_fired_time: 11.8555097580, output_fired_time: 11.1787776947, propagate_forward_time: 370.3542480469, propagate_backward_time: 571.0294799805, weight_update_time: 0.9652598500, other_time: 12.5947875977
epoch time: 78.2880783081s, input_fired_time: 1.4763631821, output_fired_time: 0.0000000000, propagate_forward_time: 74.5168609619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2948532104
validation[          , genome 15797] predictions:    9893/  10000 (98.93%), best:    9901/10000 (99.01%), error:       323.27206, best error:       311.04202 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 981.5192260742s, input_fired_time: 11.9280939102, output_fired_time: 11.2248802185, propagate_forward_time: 371.6378173828, propagate_backward_time: 573.9611816406, weight_update_time: 0.9644050002, other_time: 12.7672729492
epoch time: 78.6200103760s, input_fired_time: 1.4748848677, output_fired_time: 0.0000000000, propagate_forward_time: 74.8631057739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2820205688
validation[          , genome 15797] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       310.34854, best error:       310.34854 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 982.8023681641s, input_fired_time: 11.9288702011, output_fired_time: 11.2297563553, propagate_forward_time: 373.1655578613, propagate_backward_time: 573.7251586914, weight_update_time: 0.9730009437, other_time: 12.7529907227
epoch time: 78.8445434570s, input_fired_time: 1.5001111031, output_fired_time: 0.0000000000, propagate_forward_time: 74.9737396240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3706893921
validation[          , genome 15797] predictions:    9902/  10000 (99.02%), best:    9905/10000 (99.05%), error:       326.34128, best error:       310.34854 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 983.3378906250s, input_fired_time: 11.9324331284, output_fired_time: 11.2341728210, propagate_forward_time: 372.8129272461, propagate_backward_time: 574.4649658203, weight_update_time: 0.9733309746, other_time: 12.8933715820
epoch time: 76.4730072021s, input_fired_time: 1.4574069977, output_fired_time: 0.0000000000, propagate_forward_time: 72.6795043945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3360977173
validation[          , genome 15797] predictions:    9897/  10000 (98.97%), best:    9905/10000 (99.05%), error:       314.68405, best error:       310.34854 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 976.9044189453s, input_fired_time: 11.9492387772, output_fired_time: 11.1837167740, propagate_forward_time: 370.2339782715, propagate_backward_time: 570.5993041992, weight_update_time: 0.9761632085, other_time: 12.9381713867
epoch time: 78.7148666382s, input_fired_time: 1.4868919849, output_fired_time: 0.0000000000, propagate_forward_time: 74.9214019775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3065719604
validation[          , genome 15797] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       304.69476, best error:       304.69476 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 979.4225463867s, input_fired_time: 11.9722185135, output_fired_time: 11.2215681076, propagate_forward_time: 371.2926940918, propagate_backward_time: 572.0318603516, weight_update_time: 0.9829130769, other_time: 12.9041748047
epoch time: 76.1735076904s, input_fired_time: 1.4665873051, output_fired_time: 0.0000000000, propagate_forward_time: 72.3227233887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3841934204
validation[          , genome 15797] predictions:    9898/  10000 (98.98%), best:    9903/10000 (99.03%), error:       315.96701, best error:       304.69476 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 980.7784423828s, input_fired_time: 11.9715166092, output_fired_time: 11.2764940262, propagate_forward_time: 371.4540405273, propagate_backward_time: 573.1599121094, weight_update_time: 0.9897670150, other_time: 12.9165039063
epoch time: 78.0590515137s, input_fired_time: 1.4725762606, output_fired_time: 0.0000000000, propagate_forward_time: 74.3155746460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2708969116
validation[          , genome 15797] predictions:    9907/  10000 (99.07%), best:    9903/10000 (99.03%), error:       315.37238, best error:       304.69476 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 978.4381103516s, input_fired_time: 11.9583501816, output_fired_time: 11.1999139786, propagate_forward_time: 370.4355773926, propagate_backward_time: 571.9183959961, weight_update_time: 0.9793269634, other_time: 12.9258422852
epoch time: 78.7531127930s, input_fired_time: 1.4859771729, output_fired_time: 0.0000000000, propagate_forward_time: 74.9667434692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3003921509
validation[          , genome 15797] predictions:    9895/  10000 (98.95%), best:    9903/10000 (99.03%), error:       317.12006, best error:       304.69476 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 979.5839233398s, input_fired_time: 11.8970098495, output_fired_time: 11.1755075455, propagate_forward_time: 371.8842468262, propagate_backward_time: 572.0134277344, weight_update_time: 0.9715700746, other_time: 12.6136474609
epoch time: 78.6275482178s, input_fired_time: 1.4953110218, output_fired_time: 0.0000000000, propagate_forward_time: 74.8062667847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3259735107
validation[          , genome 15797] predictions:    9899/  10000 (98.99%), best:    9903/10000 (99.03%), error:       313.12778, best error:       304.69476 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 979.5543823242s, input_fired_time: 11.9250364304, output_fired_time: 11.1850652695, propagate_forward_time: 371.5107421875, propagate_backward_time: 572.2288208008, weight_update_time: 0.9709877968, other_time: 12.7047119141
epoch time: 78.3658599854s, input_fired_time: 1.4827147722, output_fired_time: 0.0000000000, propagate_forward_time: 74.5931320190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2900161743
validation[          , genome 15797] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       316.75671, best error:       304.69476 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 979.7334594727s, input_fired_time: 11.9057159424, output_fired_time: 11.2009811401, propagate_forward_time: 371.5166931152, propagate_backward_time: 572.3685913086, weight_update_time: 0.9668979049, other_time: 12.7415161133
epoch time: 76.9361572266s, input_fired_time: 1.4513118267, output_fired_time: 0.0000000000, propagate_forward_time: 73.1945953369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2902526855
validation[          , genome 15797] predictions:    9900/  10000 (99.00%), best:    9903/10000 (99.03%), error:       311.32462, best error:       304.69476 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 981.3864135742s, input_fired_time: 11.9236774445, output_fired_time: 11.2182283401, propagate_forward_time: 372.5993957520, propagate_backward_time: 572.8992309570, weight_update_time: 0.9734295607, other_time: 12.7459106445
epoch time: 78.0744171143s, input_fired_time: 1.4739526510, output_fired_time: 0.0000000000, propagate_forward_time: 74.3260650635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2743988037
validation[          , genome 15797] predictions:    9902/  10000 (99.02%), best:    9903/10000 (99.03%), error:       317.56400, best error:       304.69476 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 976.9917602539s, input_fired_time: 11.8378572464, output_fired_time: 11.1638002396, propagate_forward_time: 370.5057983398, propagate_backward_time: 571.1151733398, weight_update_time: 0.9520365596, other_time: 12.3691406250
epoch time: 76.6171798706s, input_fired_time: 1.4582448006, output_fired_time: 0.0000000000, propagate_forward_time: 72.8112258911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3477096558
validation[          , genome 15797] predictions:    9900/  10000 (99.00%), best:    9903/10000 (99.03%), error:       305.73563, best error:       304.69476 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 978.7866210938s, input_fired_time: 11.8669910431, output_fired_time: 11.1895856857, propagate_forward_time: 371.2290649414, propagate_backward_time: 571.9699096680, weight_update_time: 0.9661945105, other_time: 12.5310668945
epoch time: 76.6832580566s, input_fired_time: 1.4306567907, output_fired_time: 0.0000000000, propagate_forward_time: 73.0599365234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1926651001
validation[          , genome 15797] predictions:    9904/  10000 (99.04%), best:    9903/10000 (99.03%), error:       315.15710, best error:       304.69476 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 975.9884033203s, input_fired_time: 11.8522748947, output_fired_time: 11.1471443176, propagate_forward_time: 369.6166992188, propagate_backward_time: 570.7681884766, weight_update_time: 0.9635202289, other_time: 12.6040649414
epoch time: 77.8760833740s, input_fired_time: 1.4664709568, output_fired_time: 0.0000000000, propagate_forward_time: 74.0889511108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3206634521
validation[          , genome 15797] predictions:    9894/  10000 (98.94%), best:    9903/10000 (99.03%), error:       343.88580, best error:       304.69476 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 982.7758178711s, input_fired_time: 11.9252471924, output_fired_time: 11.2163209915, propagate_forward_time: 372.8609008789, propagate_backward_time: 574.1414794922, weight_update_time: 0.9738525152, other_time: 12.6318969727
epoch time: 78.3720779419s, input_fired_time: 1.4748955965, output_fired_time: 0.0000000000, propagate_forward_time: 74.5934143066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3037643433
validation[          , genome 15797] predictions:    9895/  10000 (98.95%), best:    9903/10000 (99.03%), error:       313.30347, best error:       304.69476 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 978.4993286133s, input_fired_time: 11.8845090866, output_fired_time: 11.1619958878, propagate_forward_time: 371.0675354004, propagate_backward_time: 571.8571777344, weight_update_time: 0.9608750939, other_time: 12.5280761719
epoch time: 78.5937652588s, input_fired_time: 1.4813191891, output_fired_time: 0.0000000000, propagate_forward_time: 74.7537536621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3586959839
validation[          , genome 15797] predictions:    9902/  10000 (99.02%), best:    9903/10000 (99.03%), error:       320.79166, best error:       304.69476 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 979.7461547852s, input_fired_time: 11.9041519165, output_fired_time: 11.2113714218, propagate_forward_time: 371.5688781738, propagate_backward_time: 572.4216918945, weight_update_time: 0.9729874730, other_time: 12.6400756836
epoch time: 77.8660354614s, input_fired_time: 1.4689081907, output_fired_time: 0.0000000000, propagate_forward_time: 74.0953140259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3018112183
validation[          , genome 15797] predictions:    9899/  10000 (98.99%), best:    9903/10000 (99.03%), error:       307.40985, best error:       304.69476 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 980.5257568359s, input_fired_time: 11.9233083725, output_fired_time: 11.2165985107, propagate_forward_time: 371.8058166504, propagate_backward_time: 572.9425659180, weight_update_time: 0.9751862884, other_time: 12.6375122070
epoch time: 76.4026489258s, input_fired_time: 1.4428374767, output_fired_time: 0.0000000000, propagate_forward_time: 72.7336349487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2261734009
validation[          , genome 15797] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       309.61267, best error:       304.69476 on epoch:    86, 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: 388.6560668945s, input_fired_time: 7.3392982483, output_fired_time: 0.0000000000, propagate_forward_time: 369.8569641113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.4598083496
best training[          , genome 15797] predictions:   49999/  50000 (100.00%), best:    9903/10000 (99.03%), error:        98.70221, best error:       304.69476 on epoch:    86, 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: 78.7917327881s, input_fired_time: 1.4828900099, output_fired_time: 0.0000000000, propagate_forward_time: 74.9785461426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3302993774
   testing[          , genome 15797] predictions:    9911/  10000 (99.11%), best:    9903/10000 (99.03%), error:       284.74979, best error:       304.69476 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:23:56 (3412): called boinc_finish(0)

</stderr_txt>
]]>