Nameexact_genome_1512568488_45_6674_0
Workunit2604601
Created7 Dec 2017, 21:13:17 UTC
Sent7 Dec 2017, 21:16:46 UTC
Report deadline14 Dec 2017, 2:35:32 UTC
Received9 Dec 2017, 3:36:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time3 hours 9 min 42 sec
CPU time3 hours 9 min 19 sec
Validate stateValid
Credit1,555.34
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.48 MB
Peak swap size158.17 MB
Peak disk usage2.05 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
.8181633949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5195479393
validation[          , genome  6674] predictions:    9706/  10000 (97.06%), best:    9715/10000 (97.15%), error:       975.43652, best error:       919.11700 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 103.6789779663s, input_fired_time: 1.0137616396, output_fired_time: 0.9255042672, propagate_forward_time: 39.2782020569, propagate_backward_time: 59.5220527649, weight_update_time: 0.1646241844, other_time: 2.9394531250
epoch time: 8.5510511398s, input_fired_time: 0.1265500337, output_fired_time: 0.0000000000, propagate_forward_time: 7.9191355705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5053658485
validation[          , genome  6674] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       912.23260, best error:       912.23260 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 103.9024200439s, input_fired_time: 1.0190709829, output_fired_time: 0.9290900826, propagate_forward_time: 39.3715705872, propagate_backward_time: 59.6280250549, weight_update_time: 0.1654940844, other_time: 2.9546585083
epoch time: 8.5095176697s, input_fired_time: 0.1278827637, output_fired_time: 0.0000000000, propagate_forward_time: 7.8635683060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180664063
validation[          , genome  6674] predictions:    9675/  10000 (96.75%), best:    9740/10000 (97.40%), error:      1063.26196, best error:       912.23260 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 102.3590621948s, input_fired_time: 1.0084366798, output_fired_time: 0.9182377458, propagate_forward_time: 38.6449737549, propagate_backward_time: 58.8539619446, weight_update_time: 0.1630570441, other_time: 2.9334526062
epoch time: 8.3909606934s, input_fired_time: 0.1257348955, output_fired_time: 0.0000000000, propagate_forward_time: 7.7699561119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952692986
validation[          , genome  6674] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       910.31732, best error:       910.31732 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 102.8388671875s, input_fired_time: 1.0097291470, output_fired_time: 0.9211341143, propagate_forward_time: 39.0065841675, propagate_backward_time: 58.9922714233, weight_update_time: 0.1625695676, other_time: 2.9091491699
epoch time: 8.4205856323s, input_fired_time: 0.1276482642, output_fired_time: 0.0000000000, propagate_forward_time: 7.7809209824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5120162964
validation[          , genome  6674] predictions:    9711/  10000 (97.11%), best:    9709/10000 (97.09%), error:       956.53253, best error:       910.31732 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 103.7683486938s, input_fired_time: 1.0201567411, output_fired_time: 0.9282547832, propagate_forward_time: 39.2672080994, propagate_backward_time: 59.5834884644, weight_update_time: 0.1649938375, other_time: 2.9692420959
epoch time: 8.5196371078s, input_fired_time: 0.1294940263, output_fired_time: 0.0000000000, propagate_forward_time: 7.8661293983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5240139961
validation[          , genome  6674] predictions:    9723/  10000 (97.23%), best:    9709/10000 (97.09%), error:       914.45038, best error:       910.31732 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 103.1249618530s, input_fired_time: 1.0124099255, output_fired_time: 0.9187881947, propagate_forward_time: 39.0824089050, propagate_backward_time: 59.1910743713, weight_update_time: 0.1638617963, other_time: 2.9202804565
epoch time: 8.5176105499s, input_fired_time: 0.1297029257, output_fired_time: 0.0000000000, propagate_forward_time: 7.8663091660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5215988159
validation[          , genome  6674] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       870.53693, best error:       870.53693 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 102.7570343018s, input_fired_time: 1.0124559402, output_fired_time: 0.9202865362, propagate_forward_time: 38.8847732544, propagate_backward_time: 59.0409927368, weight_update_time: 0.1630825698, other_time: 2.8985214233
epoch time: 8.5119504929s, input_fired_time: 0.1268173009, output_fired_time: 0.0000000000, propagate_forward_time: 7.8746685982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104641914
validation[          , genome  6674] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       866.87329, best error:       866.87329 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 102.8880386353s, input_fired_time: 1.0178667307, output_fired_time: 0.9232594967, propagate_forward_time: 39.0055198669, propagate_backward_time: 59.0041732788, weight_update_time: 0.1635289937, other_time: 2.9372215271
epoch time: 8.4388990402s, input_fired_time: 0.1262377053, output_fired_time: 0.0000000000, propagate_forward_time: 7.8029417992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5097193718
validation[          , genome  6674] predictions:    9705/  10000 (97.05%), best:    9726/10000 (97.26%), error:       968.11591, best error:       866.87329 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 103.4783401489s, input_fired_time: 1.0193036795, output_fired_time: 0.9253055453, propagate_forward_time: 39.1897354126, propagate_backward_time: 59.3979377747, weight_update_time: 0.1639145911, other_time: 2.9460563660
epoch time: 8.4049892426s, input_fired_time: 0.1268848926, output_fired_time: 0.0000000000, propagate_forward_time: 7.7635517120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5145530701
validation[          , genome  6674] predictions:    9716/  10000 (97.16%), best:    9726/10000 (97.26%), error:       976.76331, best error:       866.87329 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 103.0435028076s, input_fired_time: 1.0168299675, output_fired_time: 0.9217534065, propagate_forward_time: 38.9332008362, propagate_backward_time: 59.2543563843, weight_update_time: 0.1628454477, other_time: 2.9173622131
epoch time: 8.5530166626s, input_fired_time: 0.1276011765, output_fired_time: 0.0000000000, propagate_forward_time: 7.9243240356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010910034
validation[          , genome  6674] predictions:    9706/  10000 (97.06%), best:    9726/10000 (97.26%), error:       957.17767, best error:       866.87329 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 103.1216583252s, input_fired_time: 1.0174032450, output_fired_time: 0.9200311303, propagate_forward_time: 39.0720710754, propagate_backward_time: 59.1875762939, weight_update_time: 0.1631127596, other_time: 2.9245796204
epoch time: 8.4860448837s, input_fired_time: 0.1261143237, output_fired_time: 0.0000000000, propagate_forward_time: 7.8615126610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984183311
validation[          , genome  6674] predictions:    9722/  10000 (97.22%), best:    9726/10000 (97.26%), error:       918.69006, best error:       866.87329 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 103.6901245117s, input_fired_time: 1.0205669403, output_fired_time: 0.9274967909, propagate_forward_time: 39.3466987610, propagate_backward_time: 59.4706001282, weight_update_time: 0.1635248959, other_time: 2.9247589111
epoch time: 8.5178375244s, input_fired_time: 0.1260610819, output_fired_time: 0.0000000000, propagate_forward_time: 7.8910317421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007443428
validation[          , genome  6674] predictions:    9690/  10000 (96.90%), best:    9726/10000 (97.26%), error:       976.25867, best error:       866.87329 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 103.4797821045s, input_fired_time: 1.0198616982, output_fired_time: 0.9222162962, propagate_forward_time: 39.1458587646, propagate_backward_time: 59.4491996765, weight_update_time: 0.1640681773, other_time: 2.9426460266
epoch time: 8.4961566925s, input_fired_time: 0.1280773133, output_fired_time: 0.0000000000, propagate_forward_time: 7.8560657501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5120134354
validation[          , genome  6674] predictions:    9671/  10000 (96.71%), best:    9726/10000 (97.26%), error:      1017.51453, best error:       866.87329 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 103.2105102539s, input_fired_time: 1.0210461617, output_fired_time: 0.9256641865, propagate_forward_time: 39.0213623047, propagate_backward_time: 59.3205032349, weight_update_time: 0.1629878432, other_time: 2.9219284058
epoch time: 8.5081539154s, input_fired_time: 0.1282401085, output_fired_time: 0.0000000000, propagate_forward_time: 7.8701782227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5097351074
validation[          , genome  6674] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       860.33893, best error:       860.33893 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 102.5652923584s, input_fired_time: 1.0229293108, output_fired_time: 0.9212659001, propagate_forward_time: 38.7561187744, propagate_backward_time: 58.8853874207, weight_update_time: 0.1655627191, other_time: 2.9795951843
epoch time: 8.5495576859s, input_fired_time: 0.1310530603, output_fired_time: 0.0000000000, propagate_forward_time: 7.8917479515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267567635
validation[          , genome  6674] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       841.46118, best error:       841.46118 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 103.9189910889s, input_fired_time: 1.0302702188, output_fired_time: 0.9318963885, propagate_forward_time: 39.3403205872, propagate_backward_time: 59.6169815063, weight_update_time: 0.1667346656, other_time: 2.9995155334
epoch time: 8.4969186783s, input_fired_time: 0.1297070235, output_fired_time: 0.0000000000, propagate_forward_time: 7.8465747833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5206365585
validation[          , genome  6674] predictions:    9697/  10000 (96.97%), best:    9737/10000 (97.37%), error:       970.19373, best error:       841.46118 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 102.9572067261s, input_fired_time: 1.0204497576, output_fired_time: 0.9240375161, propagate_forward_time: 38.9355316162, propagate_backward_time: 59.1312713623, weight_update_time: 0.1642545611, other_time: 2.9459228516
epoch time: 8.4268493652s, input_fired_time: 0.1259228140, output_fired_time: 0.0000000000, propagate_forward_time: 7.8015189171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994072914
validation[          , genome  6674] predictions:    9708/  10000 (97.08%), best:    9737/10000 (97.37%), error:       933.46399, best error:       841.46118 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 102.8316879272s, input_fired_time: 1.0236353874, output_fired_time: 0.9227244854, propagate_forward_time: 38.8808517456, propagate_backward_time: 59.0367851257, weight_update_time: 0.1648167223, other_time: 2.9676933289
epoch time: 8.2529268265s, input_fired_time: 0.1251328290, output_fired_time: 0.0000000000, propagate_forward_time: 7.6328773499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949169159
validation[          , genome  6674] predictions:    9713/  10000 (97.13%), best:    9737/10000 (97.37%), error:       947.45203, best error:       841.46118 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 103.6255416870s, input_fired_time: 1.0333787203, output_fired_time: 0.9296359420, propagate_forward_time: 39.1943931580, propagate_backward_time: 59.4745101929, weight_update_time: 0.1654822826, other_time: 2.9936256409
epoch time: 8.5506525040s, input_fired_time: 0.1275289953, output_fired_time: 0.0000000000, propagate_forward_time: 7.9152727127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078506470
validation[          , genome  6674] predictions:    9742/  10000 (97.42%), best:    9737/10000 (97.37%), error:       869.71899, best error:       841.46118 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 103.6965637207s, input_fired_time: 1.0323998928, output_fired_time: 0.9320171475, propagate_forward_time: 39.2620162964, propagate_backward_time: 59.4736785889, weight_update_time: 0.1661217809, other_time: 2.9964523315
epoch time: 8.5867462158s, input_fired_time: 0.1306271106, output_fired_time: 0.0000000000, propagate_forward_time: 7.9362502098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5198693275
validation[          , genome  6674] predictions:    9721/  10000 (97.21%), best:    9737/10000 (97.37%), error:       977.07593, best error:       841.46118 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 103.2631225586s, input_fired_time: 1.0293161869, output_fired_time: 0.9298200607, propagate_forward_time: 39.0790863037, propagate_backward_time: 59.2311592102, weight_update_time: 0.1665764302, other_time: 2.9937400818
epoch time: 8.5215110779s, input_fired_time: 0.1294648647, output_fired_time: 0.0000000000, propagate_forward_time: 7.8866391182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5054068565
validation[          , genome  6674] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       792.99512, best error:       792.99512 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 103.6410903931s, input_fired_time: 1.0337926149, output_fired_time: 0.9298477769, propagate_forward_time: 39.2314987183, propagate_backward_time: 59.4559936523, weight_update_time: 0.1666455269, other_time: 2.9899597168
epoch time: 8.3819227219s, input_fired_time: 0.1282212287, output_fired_time: 0.0000000000, propagate_forward_time: 7.7525548935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011463165
validation[          , genome  6674] predictions:    9705/  10000 (97.05%), best:    9748/10000 (97.48%), error:       946.64001, best error:       792.99512 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 102.9651489258s, input_fired_time: 1.0264083147, output_fired_time: 0.9239797592, propagate_forward_time: 39.0501480103, propagate_backward_time: 58.9944763184, weight_update_time: 0.1660214216, other_time: 2.9701385498
epoch time: 8.5231904984s, input_fired_time: 0.1324426085, output_fired_time: 0.0000000000, propagate_forward_time: 7.8615736961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291743279
validation[          , genome  6674] predictions:    9704/  10000 (97.04%), best:    9748/10000 (97.48%), error:       916.30133, best error:       792.99512 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 103.5630035400s, input_fired_time: 1.0316512585, output_fired_time: 0.9311141968, propagate_forward_time: 39.2338256836, propagate_backward_time: 59.3795890808, weight_update_time: 0.1662831157, other_time: 2.9868202209
epoch time: 8.5215148926s, input_fired_time: 0.1339975893, output_fired_time: 0.0000000000, propagate_forward_time: 7.8445758820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429410934
validation[          , genome  6674] predictions:    9733/  10000 (97.33%), best:    9748/10000 (97.48%), error:       898.26807, best error:       792.99512 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 102.1428680420s, input_fired_time: 1.0217573643, output_fired_time: 0.9191162586, propagate_forward_time: 38.6729354858, propagate_backward_time: 58.6290855408, weight_update_time: 0.1621676683, other_time: 2.8999748230
epoch time: 8.5465202332s, input_fired_time: 0.1284044981, output_fired_time: 0.0000000000, propagate_forward_time: 7.9117970467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063185692
validation[          , genome  6674] predictions:    9752/  10000 (97.52%), best:    9748/10000 (97.48%), error:       839.52118, best error:       792.99512 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 104.2448120117s, input_fired_time: 1.0335594416, output_fired_time: 0.9338571429, propagate_forward_time: 39.4566612244, propagate_backward_time: 59.8253250122, weight_update_time: 0.1669486761, other_time: 2.9954032898
epoch time: 8.5125360489s, input_fired_time: 0.1298258007, output_fired_time: 0.0000000000, propagate_forward_time: 7.8730230331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5096874237
validation[          , genome  6674] predictions:    9711/  10000 (97.11%), best:    9748/10000 (97.48%), error:       939.62231, best error:       792.99512 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 102.5424346924s, input_fired_time: 1.0255626440, output_fired_time: 0.9192769527, propagate_forward_time: 38.8868675232, propagate_backward_time: 58.7563438416, weight_update_time: 0.1653738022, other_time: 2.9543838501
epoch time: 8.5401601791s, input_fired_time: 0.1325081736, output_fired_time: 0.0000000000, propagate_forward_time: 7.8805570602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5270948410
validation[          , genome  6674] predictions:    9737/  10000 (97.37%), best:    9748/10000 (97.48%), error:       875.47992, best error:       792.99512 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 103.9647293091s, input_fired_time: 1.0417448282, output_fired_time: 0.9320283532, propagate_forward_time: 39.3610343933, propagate_backward_time: 59.5822563171, weight_update_time: 0.1700340062, other_time: 3.0476608276
epoch time: 8.5750474930s, input_fired_time: 0.1315614581, output_fired_time: 0.0000000000, propagate_forward_time: 7.9186072350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5248789787
validation[          , genome  6674] predictions:    9730/  10000 (97.30%), best:    9748/10000 (97.48%), error:       905.65125, best error:       792.99512 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 103.5842819214s, input_fired_time: 1.0434314013, output_fired_time: 0.9366905689, propagate_forward_time: 39.1835479736, propagate_backward_time: 59.3779220581, weight_update_time: 0.1689577401, other_time: 3.0426864624
epoch time: 8.4993848801s, input_fired_time: 0.1307402402, output_fired_time: 0.0000000000, propagate_forward_time: 7.8520178795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5166268349
validation[          , genome  6674] predictions:    9681/  10000 (96.81%), best:    9748/10000 (97.48%), error:      1006.54950, best error:       792.99512 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 103.4343872070s, input_fired_time: 1.0397803783, output_fired_time: 0.9291350842, propagate_forward_time: 39.1495208740, propagate_backward_time: 59.3139724731, weight_update_time: 0.1664842367, other_time: 3.0019760132
epoch time: 8.4271125793s, input_fired_time: 0.1295953989, output_fired_time: 0.0000000000, propagate_forward_time: 7.7792930603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5182237625
validation[          , genome  6674] predictions:    9758/  10000 (97.58%), best:    9748/10000 (97.48%), error:       828.62860, best error:       792.99512 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 103.9967041016s, input_fired_time: 1.0363845825, output_fired_time: 0.9310863614, propagate_forward_time: 39.2985801697, propagate_backward_time: 59.7752189636, weight_update_time: 0.1662733257, other_time: 2.9554367065
epoch time: 8.4498605728s, input_fired_time: 0.1300280243, output_fired_time: 0.0000000000, propagate_forward_time: 7.7996339798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5201988220
validation[          , genome  6674] predictions:    9725/  10000 (97.25%), best:    9748/10000 (97.48%), error:       926.32300, best error:       792.99512 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 103.3293914795s, input_fired_time: 1.0328887701, output_fired_time: 0.9281029701, propagate_forward_time: 39.0240287781, propagate_backward_time: 59.3561630249, weight_update_time: 0.1663844883, other_time: 2.9882087708
epoch time: 8.6116504669s, input_fired_time: 0.1353712678, output_fired_time: 0.0000000000, propagate_forward_time: 7.9422283173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340509415
validation[          , genome  6674] predictions:    9682/  10000 (96.82%), best:    9748/10000 (97.48%), error:       999.73071, best error:       792.99512 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 103.3835983276s, input_fired_time: 1.0351655483, output_fired_time: 0.9312168956, propagate_forward_time: 39.0943412781, propagate_backward_time: 59.3116035461, weight_update_time: 0.1686874181, other_time: 3.0112762451
epoch time: 8.5468521118s, input_fired_time: 0.1330012232, output_fired_time: 0.0000000000, propagate_forward_time: 7.8929510117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5208997726
validation[          , genome  6674] predictions:    9764/  10000 (97.64%), best:    9748/10000 (97.48%), error:       810.17145, best error:       792.99512 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 103.3560104370s, input_fired_time: 1.0399961472, output_fired_time: 0.9298108220, propagate_forward_time: 39.0769081116, propagate_backward_time: 59.2838897705, weight_update_time: 0.1687247902, other_time: 3.0254096985
epoch time: 8.5588083267s, input_fired_time: 0.1280373484, output_fired_time: 0.0000000000, propagate_forward_time: 7.9245400429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5062308311
validation[          , genome  6674] predictions:    9723/  10000 (97.23%), best:    9748/10000 (97.48%), error:       873.53369, best error:       792.99512 on epoch:    35, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 103.1869430542s, input_fired_time: 1.0444425344, output_fired_time: 0.9323204756, propagate_forward_time: 39.0240859985, propagate_backward_time: 59.1203804016, weight_update_time: 0.1704518050, other_time: 3.0657157898
epoch time: 8.0492162704s, input_fired_time: 0.1274695694, output_fired_time: 0.0000000000, propagate_forward_time: 7.4157266617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5060200691
validation[          , genome  6674] predictions:    9750/  10000 (97.50%), best:    9748/10000 (97.48%), error:       847.08313, best error:       792.99512 on epoch:    35, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 104.2074584961s, input_fired_time: 1.0417098999, output_fired_time: 0.9328634739, propagate_forward_time: 39.4813995361, propagate_backward_time: 59.7523269653, weight_update_time: 0.1682030708, other_time: 2.9991607666
epoch time: 8.5840015411s, input_fired_time: 0.1331097782, output_fired_time: 0.0000000000, propagate_forward_time: 7.9134359360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374555588
validation[          , genome  6674] predictions:    9752/  10000 (97.52%), best:    9748/10000 (97.48%), error:       827.27686, best error:       792.99512 on epoch:    35, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 103.5525436401s, input_fired_time: 1.0442564487, output_fired_time: 0.9336819053, propagate_forward_time: 39.1933898926, propagate_backward_time: 59.3544464111, weight_update_time: 0.1685870886, other_time: 3.0267639160
epoch time: 8.5304689407s, input_fired_time: 0.1360169202, output_fired_time: 0.0000000000, propagate_forward_time: 7.8527526855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416994095
validation[          , genome  6674] predictions:    9754/  10000 (97.54%), best:    9748/10000 (97.48%), error:       807.30206, best error:       792.99512 on epoch:    35, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 103.8918762207s, input_fired_time: 1.0464566946, output_fired_time: 0.9380633235, propagate_forward_time: 39.3101272583, propagate_backward_time: 59.5237274170, weight_update_time: 0.1700565368, other_time: 3.0735015869
epoch time: 8.5378808975s, input_fired_time: 0.1332813054, output_fired_time: 0.0000000000, propagate_forward_time: 7.8825054169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5220937729
validation[          , genome  6674] predictions:    9742/  10000 (97.42%), best:    9748/10000 (97.48%), error:       881.46735, best error:       792.99512 on epoch:    35, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 103.9375076294s, input_fired_time: 1.0500429869, output_fired_time: 0.9354707003, propagate_forward_time: 39.2936592102, propagate_backward_time: 59.5981903076, weight_update_time: 0.1704005003, other_time: 3.0601463318
epoch time: 8.5723028183s, input_fired_time: 0.1354869902, output_fired_time: 0.0000000000, propagate_forward_time: 7.9031882286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336279869
validation[          , genome  6674] predictions:    9734/  10000 (97.34%), best:    9748/10000 (97.48%), error:       881.19360, best error:       792.99512 on epoch:    35, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 103.9143753052s, input_fired_time: 1.0467910767, output_fired_time: 0.9344241023, propagate_forward_time: 39.3675918579, propagate_backward_time: 59.5251617432, weight_update_time: 0.1691179872, other_time: 3.0404052734
epoch time: 8.5722761154s, input_fired_time: 0.1337548941, output_fired_time: 0.0000000000, propagate_forward_time: 7.9090857506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294356346
validation[          , genome  6674] predictions:    9725/  10000 (97.25%), best:    9748/10000 (97.48%), error:       903.16504, best error:       792.99512 on epoch:    35, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 104.2866744995s, input_fired_time: 1.0530403852, output_fired_time: 0.9406753182, propagate_forward_time: 39.5128479004, propagate_backward_time: 59.6924705505, weight_update_time: 0.1718459576, other_time: 3.0876426697
epoch time: 8.5340652466s, input_fired_time: 0.1326269656, output_fired_time: 0.0000000000, propagate_forward_time: 7.8718485832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5295901299
validation[          , genome  6674] predictions:    9729/  10000 (97.29%), best:    9748/10000 (97.48%), error:       919.36615, best error:       792.99512 on epoch:    35, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 103.5705184937s, input_fired_time: 1.0493123531, output_fired_time: 0.9336952567, propagate_forward_time: 39.1453437805, propagate_backward_time: 59.3812026978, weight_update_time: 0.1701640338, other_time: 3.0609703064
epoch time: 8.1427955627s, input_fired_time: 0.1300285459, output_fired_time: 0.0000000000, propagate_forward_time: 7.4982767105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5144901276
validation[          , genome  6674] predictions:    9751/  10000 (97.51%), best:    9748/10000 (97.48%), error:       793.40845, best error:       792.99512 on epoch:    35, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 103.5611724854s, input_fired_time: 1.0465188026, output_fired_time: 0.9368779063, propagate_forward_time: 39.1246986389, propagate_backward_time: 59.4250030518, weight_update_time: 0.1696412712, other_time: 3.0280799866
epoch time: 8.4950952530s, input_fired_time: 0.1343303621, output_fired_time: 0.0000000000, propagate_forward_time: 7.8272447586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335197449
validation[          , genome  6674] predictions:    9722/  10000 (97.22%), best:    9748/10000 (97.48%), error:       920.76532, best error:       792.99512 on epoch:    35, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 103.8943328857s, input_fired_time: 1.0490124226, output_fired_time: 0.9333968759, propagate_forward_time: 39.3430786133, propagate_backward_time: 59.5387535095, weight_update_time: 0.1708711386, other_time: 3.0300941467
epoch time: 8.3919563293s, input_fired_time: 0.1304023117, output_fired_time: 0.0000000000, propagate_forward_time: 7.7450132370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5165405273
validation[          , genome  6674] predictions:    9741/  10000 (97.41%), best:    9748/10000 (97.48%), error:       847.39703, best error:       792.99512 on epoch:    35, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 103.3033676147s, input_fired_time: 1.0492998362, output_fired_time: 0.9349791408, propagate_forward_time: 39.1283874512, propagate_backward_time: 59.1455383301, weight_update_time: 0.1705608219, other_time: 3.0451583862
epoch time: 8.5810699463s, input_fired_time: 0.1324252188, output_fired_time: 0.0000000000, propagate_forward_time: 7.9301342964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5185103416
validation[          , genome  6674] predictions:    9731/  10000 (97.31%), best:    9748/10000 (97.48%), error:       904.85168, best error:       792.99512 on epoch:    35, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 103.9809112549s, input_fired_time: 1.0495611429, output_fired_time: 0.9368187189, propagate_forward_time: 39.3493728638, propagate_backward_time: 59.5936126709, weight_update_time: 0.1715673953, other_time: 3.0515441895
epoch time: 8.5021705627s, input_fired_time: 0.1348577291, output_fired_time: 0.0000000000, propagate_forward_time: 7.8418021202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5255103111
validation[          , genome  6674] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       781.21448, best error:       781.21448 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 103.5877685547s, input_fired_time: 1.0390114784, output_fired_time: 0.9280329347, propagate_forward_time: 39.2354278564, propagate_backward_time: 59.4012908936, weight_update_time: 0.1662129760, other_time: 2.9840087891
epoch time: 8.4510765076s, input_fired_time: 0.1352115124, output_fired_time: 0.0000000000, propagate_forward_time: 7.7751345634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407299995
validation[          , genome  6674] predictions:    9753/  10000 (97.53%), best:    9766/10000 (97.66%), error:       839.64343, best error:       781.21448 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 103.6263580322s, input_fired_time: 1.0539413691, output_fired_time: 0.9365161657, propagate_forward_time: 39.1278953552, propagate_backward_time: 59.4490890503, weight_update_time: 0.1691005975, other_time: 3.0589179993
epoch time: 8.5625343323s, input_fired_time: 0.1346646845, output_fired_time: 0.0000000000, propagate_forward_time: 7.8953289986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325407982
validation[          , genome  6674] predictions:    9728/  10000 (97.28%), best:    9766/10000 (97.66%), error:       876.53961, best error:       781.21448 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 103.8013839722s, input_fired_time: 1.0507231951, output_fired_time: 0.9329352975, propagate_forward_time: 39.2343978882, propagate_backward_time: 59.5430374146, weight_update_time: 0.1691400260, other_time: 3.0402908325
epoch time: 8.5531482697s, input_fired_time: 0.1348536313, output_fired_time: 0.0000000000, propagate_forward_time: 7.8868565559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5314383507
validation[          , genome  6674] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       765.45477, best error:       765.45477 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 103.8204421997s, input_fired_time: 1.0545686483, output_fired_time: 0.9346475005, propagate_forward_time: 39.2423210144, propagate_backward_time: 59.5383224487, weight_update_time: 0.1694170386, other_time: 3.0505867004
epoch time: 8.5161714554s, input_fired_time: 0.1329796910, output_fired_time: 0.0000000000, propagate_forward_time: 7.8685526848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146393776
validation[          , genome  6674] predictions:    9665/  10000 (96.65%), best:    9773/10000 (97.73%), error:      1127.44446, best error:       765.45477 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 102.5795135498s, input_fired_time: 1.0444308519, output_fired_time: 0.9219591022, propagate_forward_time: 38.8202285767, propagate_backward_time: 58.8132820129, weight_update_time: 0.1654203683, other_time: 2.9796104431
epoch time: 8.5540904999s, input_fired_time: 0.1333191693, output_fired_time: 0.0000000000, propagate_forward_time: 7.8779001236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428714752
validation[          , genome  6674] predictions:    9725/  10000 (97.25%), best:    9773/10000 (97.73%), error:       884.38538, best error:       765.45477 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 103.6784744263s, input_fired_time: 1.0523605347, output_fired_time: 0.9365276098, propagate_forward_time: 39.2106208801, propagate_backward_time: 59.4078063965, weight_update_time: 0.1707661152, other_time: 3.0711555481
epoch time: 8.5573949814s, input_fired_time: 0.1336534917, output_fired_time: 0.0000000000, propagate_forward_time: 7.9046306610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5191106796
validation[          , genome  6674] predictions:    9696/  10000 (96.96%), best:    9773/10000 (97.73%), error:       964.09534, best error:       765.45477 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 103.3625259399s, input_fired_time: 1.0412459373, output_fired_time: 0.9250590801, propagate_forward_time: 39.1279182434, propagate_backward_time: 59.3158721924, weight_update_time: 0.1644941419, other_time: 2.9524345398
epoch time: 8.4916238785s, input_fired_time: 0.1304929703, output_fired_time: 0.0000000000, propagate_forward_time: 7.8531208038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5080099106
validation[          , genome  6674] predictions:    9767/  10000 (97.67%), best:    9773/10000 (97.73%), error:       818.41797, best error:       765.45477 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 102.9801559448s, input_fired_time: 1.0426623821, output_fired_time: 0.9270949364, propagate_forward_time: 38.9000587463, propagate_backward_time: 59.1468582153, weight_update_time: 0.1657075435, other_time: 2.9634819031
epoch time: 8.4343652725s, input_fired_time: 0.1351285577, output_fired_time: 0.0000000000, propagate_forward_time: 7.7591557503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5400805473
validation[          , genome  6674] predictions:    9751/  10000 (97.51%), best:    9773/10000 (97.73%), error:       799.22815, best error:       765.45477 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 103.4246520996s, input_fired_time: 1.0500607491, output_fired_time: 0.9303127527, propagate_forward_time: 39.0723800659, propagate_backward_time: 59.3290252686, weight_update_time: 0.1681872010, other_time: 3.0428695679
epoch time: 8.5029640198s, input_fired_time: 0.1319797635, output_fired_time: 0.0000000000, propagate_forward_time: 7.8599815369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5110025406
validation[          , genome  6674] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       793.72388, best error:       765.45477 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 104.1750488281s, input_fired_time: 1.0527305603, output_fired_time: 0.9374777675, propagate_forward_time: 39.4676055908, propagate_backward_time: 59.6850204468, weight_update_time: 0.1687739491, other_time: 3.0322113037
epoch time: 8.6090135574s, input_fired_time: 0.1359989941, output_fired_time: 0.0000000000, propagate_forward_time: 7.9337840080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392308235
validation[          , genome  6674] predictions:    9740/  10000 (97.40%), best:    9773/10000 (97.73%), error:       830.62146, best error:       765.45477 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 103.7486038208s, input_fired_time: 1.0511195660, output_fired_time: 0.9304471612, propagate_forward_time: 39.2724075317, propagate_backward_time: 59.4588584900, weight_update_time: 0.1693760306, other_time: 3.0357704163
epoch time: 8.4828500748s, input_fired_time: 0.1334461421, output_fired_time: 0.0000000000, propagate_forward_time: 7.8275251389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5218791962
validation[          , genome  6674] predictions:    9742/  10000 (97.42%), best:    9773/10000 (97.73%), error:       883.67792, best error:       765.45477 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 103.5204544067s, input_fired_time: 1.0438891649, output_fired_time: 0.9324036837, propagate_forward_time: 39.0272216797, propagate_backward_time: 59.5011100769, weight_update_time: 0.1682875305, other_time: 3.0158271790
epoch time: 8.5432834625s, input_fired_time: 0.1369041800, output_fired_time: 0.0000000000, propagate_forward_time: 7.8734793663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329003334
validation[          , genome  6674] predictions:    9714/  10000 (97.14%), best:    9773/10000 (97.73%), error:       929.75684, best error:       765.45477 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 102.9765243530s, input_fired_time: 1.0487228632, output_fired_time: 0.9279268980, propagate_forward_time: 38.9787712097, propagate_backward_time: 59.0192146301, weight_update_time: 0.1677878052, other_time: 3.0018920898
epoch time: 8.5447168350s, input_fired_time: 0.1330682933, output_fired_time: 0.0000000000, propagate_forward_time: 7.8985629082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5130858421
validation[          , genome  6674] predictions:    9742/  10000 (97.42%), best:    9773/10000 (97.73%), error:       804.95007, best error:       765.45477 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 104.1864089966s, input_fired_time: 1.0554230213, output_fired_time: 0.9352923036, propagate_forward_time: 39.4739341736, propagate_backward_time: 59.6819190979, weight_update_time: 0.1693975925, other_time: 3.0398406982
epoch time: 8.5424470901s, input_fired_time: 0.1334691942, output_fired_time: 0.0000000000, propagate_forward_time: 7.8937182426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152592659
validation[          , genome  6674] predictions:    9720/  10000 (97.20%), best:    9773/10000 (97.73%), error:       947.40790, best error:       765.45477 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 103.7115249634s, input_fired_time: 1.0571932793, output_fired_time: 0.9330931902, propagate_forward_time: 39.2714042664, propagate_backward_time: 59.4030418396, weight_update_time: 0.1688374728, other_time: 3.0467987061
epoch time: 8.4948272705s, input_fired_time: 0.1322388202, output_fired_time: 0.0000000000, propagate_forward_time: 7.8541584015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084304810
validation[          , genome  6674] predictions:    9736/  10000 (97.36%), best:    9773/10000 (97.73%), error:       857.81329, best error:       765.45477 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 103.3011703491s, input_fired_time: 1.0464366674, output_fired_time: 0.9247902036, propagate_forward_time: 39.0877952576, propagate_backward_time: 59.2427177429, weight_update_time: 0.1669010222, other_time: 2.9994277954
epoch time: 8.5633916855s, input_fired_time: 0.1340677291, output_fired_time: 0.0000000000, propagate_forward_time: 7.9052424431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5240817070
validation[          , genome  6674] predictions:    9721/  10000 (97.21%), best:    9773/10000 (97.73%), error:       943.28064, best error:       765.45477 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 103.7899322510s, input_fired_time: 1.0472030640, output_fired_time: 0.9331560731, propagate_forward_time: 39.1817474365, propagate_backward_time: 59.6307678223, weight_update_time: 0.1664832532, other_time: 2.9970550537
epoch time: 8.5442781448s, input_fired_time: 0.1322772503, output_fired_time: 0.0000000000, propagate_forward_time: 7.8995633125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5124373436
validation[          , genome  6674] predictions:    9731/  10000 (97.31%), best:    9773/10000 (97.73%), error:       877.37079, best error:       765.45477 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 103.1577835083s, input_fired_time: 1.0442554951, output_fired_time: 0.9258992672, propagate_forward_time: 38.9951591492, propagate_backward_time: 59.2060050964, weight_update_time: 0.1669476926, other_time: 2.9864654541
epoch time: 8.5581398010s, input_fired_time: 0.1362718791, output_fired_time: 0.0000000000, propagate_forward_time: 7.8941302299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5277380943
validation[          , genome  6674] predictions:    9737/  10000 (97.37%), best:    9773/10000 (97.73%), error:       887.17938, best error:       765.45477 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 103.2644805908s, input_fired_time: 1.0459535122, output_fired_time: 0.9242752194, propagate_forward_time: 39.0625000000, propagate_backward_time: 59.2668838501, weight_update_time: 0.1666214913, other_time: 2.9648666382
epoch time: 8.5078821182s, input_fired_time: 0.1339822412, output_fired_time: 0.0000000000, propagate_forward_time: 7.8601775169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5137219429
validation[          , genome  6674] predictions:    9780/  10000 (97.80%), best:    9773/10000 (97.73%), error:       767.12708, best error:       765.45477 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 103.8187332153s, input_fired_time: 1.0524338484, output_fired_time: 0.9335129857, propagate_forward_time: 39.2864036560, propagate_backward_time: 59.5346794128, weight_update_time: 0.1681831181, other_time: 3.0117034912
epoch time: 8.5659627914s, input_fired_time: 0.1358013302, output_fired_time: 0.0000000000, propagate_forward_time: 7.8929162025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372452736
validation[          , genome  6674] predictions:    9705/  10000 (97.05%), best:    9773/10000 (97.73%), error:       966.86017, best error:       765.45477 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 103.7153625488s, input_fired_time: 1.0460855961, output_fired_time: 0.9281874299, propagate_forward_time: 39.2028808594, propagate_backward_time: 59.5741806030, weight_update_time: 0.1647496372, other_time: 2.9640274048
epoch time: 8.4886379242s, input_fired_time: 0.1334435940, output_fired_time: 0.0000000000, propagate_forward_time: 7.8420925140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5131015778
validation[          , genome  6674] predictions:    9746/  10000 (97.46%), best:    9773/10000 (97.73%), error:       891.09973, best error:       765.45477 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 103.4382095337s, input_fired_time: 1.0526888371, output_fired_time: 0.9285194874, propagate_forward_time: 39.1155662537, propagate_backward_time: 59.3343620300, weight_update_time: 0.1674760729, other_time: 3.0070724487
epoch time: 8.4970541000s, input_fired_time: 0.1317785531, output_fired_time: 0.0000000000, propagate_forward_time: 7.8610639572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042114258
validation[          , genome  6674] predictions:    9757/  10000 (97.57%), best:    9773/10000 (97.73%), error:       814.80103, best error:       765.45477 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 104.0138549805s, input_fired_time: 1.0500135422, output_fired_time: 0.9278820753, propagate_forward_time: 39.4438858032, propagate_backward_time: 59.6118011475, weight_update_time: 0.1667536497, other_time: 2.9802780151
epoch time: 8.5702114105s, input_fired_time: 0.1345454305, output_fired_time: 0.0000000000, propagate_forward_time: 7.9203824997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152835846
validation[          , genome  6674] predictions:    9713/  10000 (97.13%), best:    9773/10000 (97.73%), error:       963.50366, best error:       765.45477 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 103.3726425171s, input_fired_time: 1.0495399237, output_fired_time: 0.9294380546, propagate_forward_time: 39.1341819763, propagate_backward_time: 59.3144798279, weight_update_time: 0.1644921154, other_time: 2.9450073242
epoch time: 8.4881467819s, input_fired_time: 0.1305134147, output_fired_time: 0.0000000000, propagate_forward_time: 7.8545660973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5030674934
validation[          , genome  6674] predictions:    9746/  10000 (97.46%), best:    9773/10000 (97.73%), error:       856.77155, best error:       765.45477 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 103.2995452881s, input_fired_time: 1.0490251780, output_fired_time: 0.9245914221, propagate_forward_time: 39.1132774353, propagate_backward_time: 59.2325515747, weight_update_time: 0.1674381644, other_time: 2.9800987244
epoch time: 8.4715108871s, input_fired_time: 0.1352616996, output_fired_time: 0.0000000000, propagate_forward_time: 7.8048186302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5314307213
validation[          , genome  6674] predictions:    9779/  10000 (97.79%), best:    9773/10000 (97.73%), error:       808.22357, best error:       765.45477 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 103.8153152466s, input_fired_time: 1.0604227781, output_fired_time: 0.9337533116, propagate_forward_time: 39.3021736145, propagate_backward_time: 59.4849662781, weight_update_time: 0.1688937545, other_time: 3.0339965820
epoch time: 8.5000762939s, input_fired_time: 0.1345909387, output_fired_time: 0.0000000000, propagate_forward_time: 7.8429937363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5224914551
validation[          , genome  6674] predictions:    9767/  10000 (97.67%), best:    9773/10000 (97.73%), error:       815.11792, best error:       765.45477 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 104.0391921997s, input_fired_time: 1.0576095581, output_fired_time: 0.9365397692, propagate_forward_time: 39.3403968811, propagate_backward_time: 59.6673011780, weight_update_time: 0.1689669341, other_time: 3.0373458862
epoch time: 8.5566482544s, input_fired_time: 0.1340339333, output_fired_time: 0.0000000000, propagate_forward_time: 7.8983120918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243020058
validation[          , genome  6674] predictions:    9725/  10000 (97.25%), best:    9773/10000 (97.73%), error:       906.88586, best error:       765.45477 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 103.5624771118s, input_fired_time: 1.0553847551, output_fired_time: 0.9292035103, propagate_forward_time: 39.1938095093, propagate_backward_time: 59.3552207947, weight_update_time: 0.1693376750, other_time: 3.0288581848
epoch time: 8.0975713730s, input_fired_time: 0.1298831254, output_fired_time: 0.0000000000, propagate_forward_time: 7.4687814713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989066124
validation[          , genome  6674] predictions:    9746/  10000 (97.46%), best:    9773/10000 (97.73%), error:       833.45233, best error:       765.45477 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 103.2525939941s, input_fired_time: 1.0550216436, output_fired_time: 0.9305487871, propagate_forward_time: 39.0718154907, propagate_backward_time: 59.1888694763, weight_update_time: 0.1673977226, other_time: 3.0063362122
epoch time: 8.5253686905s, input_fired_time: 0.1346826106, output_fired_time: 0.0000000000, propagate_forward_time: 7.8752775192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5154085159
validation[          , genome  6674] predictions:    9721/  10000 (97.21%), best:    9773/10000 (97.73%), error:       956.29285, best error:       765.45477 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 103.4916458130s, input_fired_time: 1.0553123951, output_fired_time: 0.9268838763, propagate_forward_time: 39.1858406067, propagate_backward_time: 59.3503761292, weight_update_time: 0.1655882746, other_time: 2.9732284546
epoch time: 8.5541162491s, input_fired_time: 0.1345356703, output_fired_time: 0.0000000000, propagate_forward_time: 7.9022951126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5172853470
validation[          , genome  6674] predictions:    9770/  10000 (97.70%), best:    9773/10000 (97.73%), error:       775.97156, best error:       765.45477 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 102.3252563477s, input_fired_time: 1.0443490744, output_fired_time: 0.9154950976, propagate_forward_time: 38.7767906189, propagate_backward_time: 58.6519317627, weight_update_time: 0.1640594751, other_time: 2.9366874695
epoch time: 8.5210723877s, input_fired_time: 0.1360696256, output_fired_time: 0.0000000000, propagate_forward_time: 7.8696260452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5153770447
validation[          , genome  6674] predictions:    9760/  10000 (97.60%), best:    9773/10000 (97.73%), error:       808.74603, best error:       765.45477 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 103.9439239502s, input_fired_time: 1.0620518923, output_fired_time: 0.9345070124, propagate_forward_time: 39.4206428528, propagate_backward_time: 59.5091438293, weight_update_time: 0.1671806127, other_time: 3.0175781250
epoch time: 8.5668649673s, input_fired_time: 0.1326136291, output_fired_time: 0.0000000000, propagate_forward_time: 7.9350986481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4991531372
validation[          , genome  6674] predictions:    9728/  10000 (97.28%), best:    9773/10000 (97.73%), error:       915.46918, best error:       765.45477 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 104.0066680908s, input_fired_time: 1.0588941574, output_fired_time: 0.9341631532, propagate_forward_time: 39.4117469788, propagate_backward_time: 59.6135177612, weight_update_time: 0.1655780226, other_time: 2.9883460999
epoch time: 8.6233892441s, input_fired_time: 0.1382051557, output_fired_time: 0.0000000000, propagate_forward_time: 7.9552183151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5299654007
validation[          , genome  6674] predictions:    9699/  10000 (96.99%), best:    9773/10000 (97.73%), error:       967.06323, best error:       765.45477 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 102.4399490356s, input_fired_time: 1.0512140989, output_fired_time: 0.9225367308, propagate_forward_time: 38.6987075806, propagate_backward_time: 58.7940101624, weight_update_time: 0.1640824825, other_time: 2.9734764099
epoch time: 8.4161529541s, input_fired_time: 0.1358960718, output_fired_time: 0.0000000000, propagate_forward_time: 7.7433528900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369043350
validation[          , genome  6674] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       756.32526, best error:       756.32526 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 103.1450271606s, input_fired_time: 1.0497541428, output_fired_time: 0.9215744138, propagate_forward_time: 38.9785003662, propagate_backward_time: 59.2476768494, weight_update_time: 0.1644803137, other_time: 2.9475212097
epoch time: 8.5705080032s, input_fired_time: 0.1364894658, output_fired_time: 0.0000000000, propagate_forward_time: 7.9132213593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5207967758
validation[          , genome  6674] predictions:    9755/  10000 (97.55%), best:    9781/10000 (97.81%), error:       843.48682, best error:       756.32526 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 103.6553573608s, input_fired_time: 1.0599892139, output_fired_time: 0.9271564484, propagate_forward_time: 39.2385635376, propagate_backward_time: 59.4349365234, weight_update_time: 0.1666327715, other_time: 2.9947128296
epoch time: 8.5884428024s, input_fired_time: 0.1364034265, output_fired_time: 0.0000000000, propagate_forward_time: 7.9285373688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5235023499
validation[          , genome  6674] predictions:    9746/  10000 (97.46%), best:    9781/10000 (97.81%), error:       863.97162, best error:       756.32526 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 103.5533142090s, input_fired_time: 1.0587793589, output_fired_time: 0.9295467138, propagate_forward_time: 39.2281303406, propagate_backward_time: 59.3280181885, weight_update_time: 0.1674632728, other_time: 3.0088386536
epoch time: 8.4103794098s, input_fired_time: 0.1355663389, output_fired_time: 0.0000000000, propagate_forward_time: 7.7443594933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5304532051
validation[          , genome  6674] predictions:    9732/  10000 (97.32%), best:    9781/10000 (97.81%), error:       850.19574, best error:       756.32526 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 102.4237213135s, input_fired_time: 1.0518281460, output_fired_time: 0.9180248380, propagate_forward_time: 38.7767982483, propagate_backward_time: 58.7319755554, weight_update_time: 0.1640241444, other_time: 2.9450988770
epoch time: 8.5121755600s, input_fired_time: 0.1371371150, output_fired_time: 0.0000000000, propagate_forward_time: 7.8475980759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5274400711
validation[          , genome  6674] predictions:    9774/  10000 (97.74%), best:    9781/10000 (97.81%), error:       797.83978, best error:       756.32526 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 103.9593963623s, input_fired_time: 1.0635756254, output_fired_time: 0.9323013425, propagate_forward_time: 39.2702064514, propagate_backward_time: 59.6856384277, weight_update_time: 0.1682455987, other_time: 3.0076713562
epoch time: 8.5157060623s, input_fired_time: 0.1342878491, output_fired_time: 0.0000000000, propagate_forward_time: 7.8735895157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078287125
validation[          , genome  6674] predictions:    9750/  10000 (97.50%), best:    9781/10000 (97.81%), error:       861.33972, best error:       756.32526 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 103.5896759033s, input_fired_time: 1.0624651909, output_fired_time: 0.9298250675, propagate_forward_time: 39.1991424561, propagate_backward_time: 59.3911285400, weight_update_time: 0.1666153520, other_time: 3.0071182251
epoch time: 8.5756425858s, input_fired_time: 0.1361571550, output_fired_time: 0.0000000000, propagate_forward_time: 7.9204664230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5190191269
validation[          , genome  6674] predictions:    9710/  10000 (97.10%), best:    9781/10000 (97.81%), error:       918.76257, best error:       756.32526 on epoch:    94, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 42.7025985718s, input_fired_time: 0.6796823144, output_fired_time: 0.0000000000, propagate_forward_time: 39.2786026001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7443122864
best training[          , genome  6674] predictions:   49683/  50000 (99.37%), best:    9781/10000 (97.81%), error:      1391.58228, best error:       756.32526 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 8.4305591583s, input_fired_time: 0.1326950192, output_fired_time: 0.0000000000, propagate_forward_time: 7.7832236290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146403313
   testing[          , genome  6674] predictions:    9777/  10000 (97.77%), best:    9781/10000 (97.81%), error:       729.64362, best error:       756.32526 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:36:18 (4872): called boinc_finish(0)

</stderr_txt>
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