Nameexact_genome_1512185335_36_9566_0
Workunit2566216
Created5 Dec 2017, 22:28:26 UTC
Sent5 Dec 2017, 22:40:47 UTC
Report deadline31 Dec 2017, 6:09:53 UTC
Received7 Dec 2017, 17:36:19 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time12 hours 45 min 41 sec
CPU time12 hours 44 min 28 sec
Validate stateValid
Credit6,327.97
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size160.46 MB
Peak swap size162.02 MB
Peak disk usage2.34 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
time: 32.4638671875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1655235291
validation[          , genome  9566] predictions:    9784/  10000 (97.84%), best:    9862/10000 (98.62%), error:       743.20752, best error:       485.92365 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 420.8569946289s, input_fired_time: 5.0750122070, output_fired_time: 3.8181204796, propagate_forward_time: 162.5719146729, propagate_backward_time: 242.9477844238, weight_update_time: 0.3847411871, other_time: 6.4441680908
epoch time: 34.3595924377s, input_fired_time: 0.6080327630, output_fired_time: 0.0000000000, propagate_forward_time: 32.6082344055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1433258057
validation[          , genome  9566] predictions:    9861/  10000 (98.61%), best:    9861/10000 (98.61%), error:       462.22104, best error:       462.22104 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 421.1549682617s, input_fired_time: 5.0610046387, output_fired_time: 3.8145740032, propagate_forward_time: 162.7028656006, propagate_backward_time: 243.0137329102, weight_update_time: 0.3994409144, other_time: 6.5627899170
epoch time: 33.1667404175s, input_fired_time: 0.5678624511, output_fired_time: 0.0000000000, propagate_forward_time: 31.4603099823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1385669708
validation[          , genome  9566] predictions:    9798/  10000 (97.98%), best:    9861/10000 (98.61%), error:       624.62683, best error:       462.22104 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 414.8354492188s, input_fired_time: 4.9955358505, output_fired_time: 3.7719812393, propagate_forward_time: 160.2581634521, propagate_backward_time: 239.4059600830, weight_update_time: 0.4006407559, other_time: 6.4038085938
epoch time: 34.2407341003s, input_fired_time: 0.5756377578, output_fired_time: 0.0000000000, propagate_forward_time: 32.5110626221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1540336609
validation[          , genome  9566] predictions:    9767/  10000 (97.67%), best:    9861/10000 (98.61%), error:       801.71973, best error:       462.22104 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 416.2572631836s, input_fired_time: 4.9878196716, output_fired_time: 3.7812237740, propagate_forward_time: 160.4833831787, propagate_backward_time: 240.5751037598, weight_update_time: 0.4161965251, other_time: 6.4297332764
epoch time: 31.1246032715s, input_fired_time: 0.5437612534, output_fired_time: 0.0000000000, propagate_forward_time: 29.4770584106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1037826538
validation[          , genome  9566] predictions:    9817/  10000 (98.17%), best:    9861/10000 (98.61%), error:       552.41376, best error:       462.22104 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 415.4377136230s, input_fired_time: 4.9811410904, output_fired_time: 3.7616696358, propagate_forward_time: 160.2018890381, propagate_backward_time: 240.0387115479, weight_update_time: 0.4312192202, other_time: 6.4543151855
epoch time: 33.9662590027s, input_fired_time: 0.5809239149, output_fired_time: 0.0000000000, propagate_forward_time: 32.2382621765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1470718384
validation[          , genome  9566] predictions:    9795/  10000 (97.95%), best:    9861/10000 (98.61%), error:       602.78485, best error:       462.22104 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 421.6150207520s, input_fired_time: 5.0362367630, output_fired_time: 3.8067924976, propagate_forward_time: 162.6031494141, propagate_backward_time: 243.6414337158, weight_update_time: 0.4538156092, other_time: 6.5274200439
epoch time: 34.3575744629s, input_fired_time: 0.5843389630, output_fired_time: 0.0000000000, propagate_forward_time: 32.5788230896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1944122314
validation[          , genome  9566] predictions:    9816/  10000 (98.16%), best:    9861/10000 (98.61%), error:       564.70416, best error:       462.22104 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 422.2060241699s, input_fired_time: 5.0340428352, output_fired_time: 3.8099560738, propagate_forward_time: 162.8406677246, propagate_backward_time: 244.0411987305, weight_update_time: 0.4702994823, other_time: 6.4801330566
epoch time: 34.3587036133s, input_fired_time: 0.5819173455, output_fired_time: 0.0000000000, propagate_forward_time: 32.6083946228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1683921814
validation[          , genome  9566] predictions:    9821/  10000 (98.21%), best:    9861/10000 (98.61%), error:       569.20294, best error:       462.22104 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 422.5165405273s, input_fired_time: 5.0379619598, output_fired_time: 3.8210825920, propagate_forward_time: 162.7208557129, propagate_backward_time: 244.3917846680, weight_update_time: 0.4902514815, other_time: 6.5448608398
epoch time: 34.3262367249s, input_fired_time: 0.5830010176, output_fired_time: 0.0000000000, propagate_forward_time: 32.5724639893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1707725525
validation[          , genome  9566] predictions:    9840/  10000 (98.40%), best:    9861/10000 (98.61%), error:       511.45294, best error:       462.22104 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 422.7037048340s, input_fired_time: 5.0452094078, output_fired_time: 3.8464279175, propagate_forward_time: 162.6833190918, propagate_backward_time: 244.5746459961, weight_update_time: 0.5038343072, other_time: 6.5541076660
epoch time: 34.3118133545s, input_fired_time: 0.5786048770, output_fired_time: 0.0000000000, propagate_forward_time: 32.5835876465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1496200562
validation[          , genome  9566] predictions:    9813/  10000 (98.13%), best:    9861/10000 (98.61%), error:       582.84454, best error:       462.22104 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 422.8029174805s, input_fired_time: 5.0674571991, output_fired_time: 3.8223743439, propagate_forward_time: 162.6682586670, propagate_backward_time: 244.6355133057, weight_update_time: 0.5173389316, other_time: 6.6093139648
epoch time: 34.2209281921s, input_fired_time: 0.5974100828, output_fired_time: 0.0000000000, propagate_forward_time: 32.4481163025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1754035950
validation[          , genome  9566] predictions:    9847/  10000 (98.47%), best:    9861/10000 (98.61%), error:       496.49490, best error:       462.22104 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 421.7629089355s, input_fired_time: 5.0486841202, output_fired_time: 3.8244590759, propagate_forward_time: 162.4591217041, propagate_backward_time: 243.8408508301, weight_update_time: 0.5306612253, other_time: 6.5897979736
epoch time: 34.4284896851s, input_fired_time: 0.5788940191, output_fired_time: 0.0000000000, propagate_forward_time: 32.6902847290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1593093872
validation[          , genome  9566] predictions:    9825/  10000 (98.25%), best:    9861/10000 (98.61%), error:       518.66522, best error:       462.22104 on epoch:    15, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 419.9809265137s, input_fired_time: 5.0445647240, output_fired_time: 3.8106112480, propagate_forward_time: 161.5111236572, propagate_backward_time: 243.0345306396, weight_update_time: 0.5267542601, other_time: 6.5801086426
epoch time: 34.2603492737s, input_fired_time: 0.5786982775, output_fired_time: 0.0000000000, propagate_forward_time: 32.5314064026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1502456665
validation[          , genome  9566] predictions:    9844/  10000 (98.44%), best:    9861/10000 (98.61%), error:       499.98785, best error:       462.22104 on epoch:    15, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 423.2409362793s, input_fired_time: 5.0492053032, output_fired_time: 3.8320167065, propagate_forward_time: 162.7302093506, propagate_backward_time: 245.0402374268, weight_update_time: 0.5349624753, other_time: 6.5892639160
epoch time: 34.3271827698s, input_fired_time: 0.5870960355, output_fired_time: 0.0000000000, propagate_forward_time: 32.5725555420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1675300598
validation[          , genome  9566] predictions:    9807/  10000 (98.07%), best:    9861/10000 (98.61%), error:       604.44653, best error:       462.22104 on epoch:    15, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 422.9189453125s, input_fired_time: 5.0442805290, output_fired_time: 3.8112707138, propagate_forward_time: 162.8916168213, propagate_backward_time: 244.5844116211, weight_update_time: 0.5309960246, other_time: 6.5873565674
epoch time: 34.6801528931s, input_fired_time: 0.5906388164, output_fired_time: 0.0000000000, propagate_forward_time: 32.9053421021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1841735840
validation[          , genome  9566] predictions:    9845/  10000 (98.45%), best:    9861/10000 (98.61%), error:       508.40088, best error:       462.22104 on epoch:    15, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 423.2042541504s, input_fired_time: 5.0644402504, output_fired_time: 3.8292341232, propagate_forward_time: 162.9468231201, propagate_backward_time: 244.7817230225, weight_update_time: 0.5292300582, other_time: 6.5820312500
epoch time: 34.2989921570s, input_fired_time: 0.5862350464, output_fired_time: 0.0000000000, propagate_forward_time: 32.5647468567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1480102539
validation[          , genome  9566] predictions:    9856/  10000 (98.56%), best:    9856/10000 (98.56%), error:       458.07413, best error:       458.07413 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 422.7287902832s, input_fired_time: 5.0589237213, output_fired_time: 3.8271181583, propagate_forward_time: 162.6417541504, propagate_backward_time: 244.6115875244, weight_update_time: 0.5282611251, other_time: 6.5894012451
epoch time: 34.2527656555s, input_fired_time: 0.5836654305, output_fired_time: 0.0000000000, propagate_forward_time: 32.5325050354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1365966797
validation[          , genome  9566] predictions:    9839/  10000 (98.39%), best:    9856/10000 (98.56%), error:       485.09085, best error:       458.07413 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 423.9557189941s, input_fired_time: 5.0932126045, output_fired_time: 3.7972831726, propagate_forward_time: 163.2758636475, propagate_backward_time: 245.2423095703, weight_update_time: 0.5286142826, other_time: 6.5470733643
epoch time: 34.3221588135s, input_fired_time: 0.5914492011, output_fired_time: 0.0000000000, propagate_forward_time: 32.5589294434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1717796326
validation[          , genome  9566] predictions:    9843/  10000 (98.43%), best:    9856/10000 (98.56%), error:       521.44397, best error:       458.07413 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 422.9450073242s, input_fired_time: 5.0591993332, output_fired_time: 3.8210692406, propagate_forward_time: 162.7602996826, propagate_backward_time: 244.7631530762, weight_update_time: 0.5295938253, other_time: 6.5412750244
epoch time: 34.3194351196s, input_fired_time: 0.5856160522, output_fired_time: 0.0000000000, propagate_forward_time: 32.5671043396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1667137146
validation[          , genome  9566] predictions:    9840/  10000 (98.40%), best:    9856/10000 (98.56%), error:       479.34711, best error:       458.07413 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 423.4462585449s, input_fired_time: 5.0574574471, output_fired_time: 3.8224501610, propagate_forward_time: 162.9135131836, propagate_backward_time: 245.1000518799, weight_update_time: 0.5311156511, other_time: 6.5527801514
epoch time: 34.3525848389s, input_fired_time: 0.5836134553, output_fired_time: 0.0000000000, propagate_forward_time: 32.6170806885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1518898010
validation[          , genome  9566] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       417.25745, best error:       417.25745 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 422.6772460938s, input_fired_time: 5.0441837311, output_fired_time: 3.8172154427, propagate_forward_time: 162.5563049316, propagate_backward_time: 244.6511535645, weight_update_time: 0.5325501561, other_time: 6.6083679199
epoch time: 34.2006797791s, input_fired_time: 0.5806286931, output_fired_time: 0.0000000000, propagate_forward_time: 32.4852600098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1347923279
validation[          , genome  9566] predictions:    9854/  10000 (98.54%), best:    9868/10000 (98.68%), error:       453.81552, best error:       417.25745 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 420.3691711426s, input_fired_time: 5.0432806015, output_fired_time: 3.7989473343, propagate_forward_time: 161.8125000000, propagate_backward_time: 243.2005157471, weight_update_time: 0.5292559862, other_time: 6.5139312744
epoch time: 31.4554233551s, input_fired_time: 0.5530290604, output_fired_time: 0.0000000000, propagate_forward_time: 29.8192939758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0830993652
validation[          , genome  9566] predictions:    9841/  10000 (98.41%), best:    9868/10000 (98.68%), error:       498.43866, best error:       417.25745 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 418.8244934082s, input_fired_time: 5.0297255516, output_fired_time: 3.7865648270, propagate_forward_time: 161.0798797607, propagate_backward_time: 242.3783264160, weight_update_time: 0.5267008543, other_time: 6.5500030518
epoch time: 34.1688957214s, input_fired_time: 0.5852104425, output_fired_time: 0.0000000000, propagate_forward_time: 32.4234008789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1602859497
validation[          , genome  9566] predictions:    9842/  10000 (98.42%), best:    9868/10000 (98.68%), error:       492.17215, best error:       417.25745 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 409.3733520508s, input_fired_time: 4.9706296921, output_fired_time: 3.7135741711, propagate_forward_time: 157.6502532959, propagate_backward_time: 236.5803375244, weight_update_time: 0.5174331069, other_time: 6.4585571289
epoch time: 31.0607604980s, input_fired_time: 0.5523011684, output_fired_time: 0.0000000000, propagate_forward_time: 29.3918857574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1165733337
validation[          , genome  9566] predictions:    9872/  10000 (98.72%), best:    9868/10000 (98.68%), error:       425.17194, best error:       417.25745 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 416.1869201660s, input_fired_time: 5.0098586082, output_fired_time: 3.7493045330, propagate_forward_time: 160.1082611084, propagate_backward_time: 240.7715454102, weight_update_time: 0.5282834768, other_time: 6.5479583740
epoch time: 33.8049087524s, input_fired_time: 0.5863309503, output_fired_time: 0.0000000000, propagate_forward_time: 32.0829162598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1356620789
validation[          , genome  9566] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       376.40417, best error:       376.40417 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 412.9794616699s, input_fired_time: 4.9927949905, output_fired_time: 3.7559213638, propagate_forward_time: 158.6963958740, propagate_backward_time: 239.0946807861, weight_update_time: 0.5184912086, other_time: 6.4396667480
epoch time: 34.1388473511s, input_fired_time: 0.5918342471, output_fired_time: 0.0000000000, propagate_forward_time: 32.3749351501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1720771790
validation[          , genome  9566] predictions:    9848/  10000 (98.48%), best:    9882/10000 (98.82%), error:       477.21237, best error:       376.40417 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 421.9066772461s, input_fired_time: 5.0541229248, output_fired_time: 3.8054659367, propagate_forward_time: 162.3641357422, propagate_backward_time: 244.1253051758, weight_update_time: 0.5277779698, other_time: 6.5576171875
epoch time: 34.1805801392s, input_fired_time: 0.5820612311, output_fired_time: 0.0000000000, propagate_forward_time: 32.4368553162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1616630554
validation[          , genome  9566] predictions:    9860/  10000 (98.60%), best:    9882/10000 (98.82%), error:       427.88251, best error:       376.40417 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 418.8821105957s, input_fired_time: 5.0374479294, output_fired_time: 3.7851886749, propagate_forward_time: 161.0819549561, propagate_backward_time: 242.4767303467, weight_update_time: 0.5248861313, other_time: 6.5007934570
epoch time: 33.0921783447s, input_fired_time: 0.5779625177, output_fired_time: 0.0000000000, propagate_forward_time: 31.3808708191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1333465576
validation[          , genome  9566] predictions:    9857/  10000 (98.57%), best:    9882/10000 (98.82%), error:       453.45734, best error:       376.40417 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 415.9571533203s, input_fired_time: 5.0276241302, output_fired_time: 3.7381291389, propagate_forward_time: 160.0062713623, propagate_backward_time: 240.6608428955, weight_update_time: 0.5273751020, other_time: 6.5242919922
epoch time: 34.2605514526s, input_fired_time: 0.5914939046, output_fired_time: 0.0000000000, propagate_forward_time: 32.5182991028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1507568359
validation[          , genome  9566] predictions:    9867/  10000 (98.67%), best:    9882/10000 (98.82%), error:       444.46521, best error:       376.40417 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 421.1414184570s, input_fired_time: 5.0746784210, output_fired_time: 3.8190135956, propagate_forward_time: 161.8145599365, propagate_backward_time: 243.8733520508, weight_update_time: 0.5284814835, other_time: 6.5598297119
epoch time: 33.5471420288s, input_fired_time: 0.5790616870, output_fired_time: 0.0000000000, propagate_forward_time: 31.8433876038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1246910095
validation[          , genome  9566] predictions:    9853/  10000 (98.53%), best:    9882/10000 (98.82%), error:       467.56863, best error:       376.40417 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 415.0686340332s, input_fired_time: 5.0211362839, output_fired_time: 3.7473466396, propagate_forward_time: 159.6729888916, propagate_backward_time: 240.1217956543, weight_update_time: 0.5217881799, other_time: 6.5053558350
epoch time: 34.1413116455s, input_fired_time: 0.5900922418, output_fired_time: 0.0000000000, propagate_forward_time: 32.3989067078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1523132324
validation[          , genome  9566] predictions:    9846/  10000 (98.46%), best:    9882/10000 (98.82%), error:       458.65869, best error:       376.40417 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 419.8413085938s, input_fired_time: 5.0488104820, output_fired_time: 3.7944223881, propagate_forward_time: 161.3671569824, propagate_backward_time: 243.1174163818, weight_update_time: 0.5252369642, other_time: 6.5135040283
epoch time: 34.1641845703s, input_fired_time: 0.5978105664, output_fired_time: 0.0000000000, propagate_forward_time: 32.4225234985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1438522339
validation[          , genome  9566] predictions:    9856/  10000 (98.56%), best:    9882/10000 (98.82%), error:       497.18900, best error:       376.40417 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 419.4420166016s, input_fired_time: 5.0483002663, output_fired_time: 3.7808268070, propagate_forward_time: 161.4005126953, propagate_backward_time: 242.7455291748, weight_update_time: 0.5258986950, other_time: 6.4668426514
epoch time: 31.9747734070s, input_fired_time: 0.5667749643, output_fired_time: 0.0000000000, propagate_forward_time: 30.2848587036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1231403351
validation[          , genome  9566] predictions:    9864/  10000 (98.64%), best:    9882/10000 (98.82%), error:       460.54321, best error:       376.40417 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 412.9925842285s, input_fired_time: 5.0048518181, output_fired_time: 3.7284021378, propagate_forward_time: 158.9355010986, propagate_backward_time: 238.8472900391, weight_update_time: 0.5185424685, other_time: 6.4765472412
epoch time: 32.3396797180s, input_fired_time: 0.5699858069, output_fired_time: 0.0000000000, propagate_forward_time: 30.6498661041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1198272705
validation[          , genome  9566] predictions:    9860/  10000 (98.60%), best:    9882/10000 (98.82%), error:       456.83215, best error:       376.40417 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 414.5976867676s, input_fired_time: 5.0120582581, output_fired_time: 3.7374117374, propagate_forward_time: 159.5593719482, propagate_backward_time: 239.8139953613, weight_update_time: 0.5192193985, other_time: 6.4748382568
epoch time: 34.2386703491s, input_fired_time: 0.5950413942, output_fired_time: 0.0000000000, propagate_forward_time: 32.5140380859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1295890808
validation[          , genome  9566] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       386.38660, best error:       376.40417 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 421.6083984375s, input_fired_time: 5.0776977539, output_fired_time: 3.7899518013, propagate_forward_time: 162.1234130859, propagate_backward_time: 244.1225891113, weight_update_time: 0.5289613008, other_time: 6.4947509766
epoch time: 34.0372657776s, input_fired_time: 0.5889575481, output_fired_time: 0.0000000000, propagate_forward_time: 32.3027458191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1455612183
validation[          , genome  9566] predictions:    9857/  10000 (98.57%), best:    9882/10000 (98.82%), error:       424.19330, best error:       376.40417 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 415.2179260254s, input_fired_time: 5.0187015533, output_fired_time: 3.7374742031, propagate_forward_time: 159.6110992432, propagate_backward_time: 240.3432922363, weight_update_time: 0.5226462483, other_time: 6.5073394775
epoch time: 34.1333274841s, input_fired_time: 0.5910301805, output_fired_time: 0.0000000000, propagate_forward_time: 32.3957557678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1465415955
validation[          , genome  9566] predictions:    9860/  10000 (98.60%), best:    9882/10000 (98.82%), error:       437.13165, best error:       376.40417 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 417.0386657715s, input_fired_time: 5.0547924042, output_fired_time: 3.7844808102, propagate_forward_time: 160.1324768066, propagate_backward_time: 241.5252838135, weight_update_time: 0.5249551535, other_time: 6.5416412354
epoch time: 34.1454658508s, input_fired_time: 0.5850403905, output_fired_time: 0.0000000000, propagate_forward_time: 32.4481163025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1123085022
validation[          , genome  9566] predictions:    9859/  10000 (98.59%), best:    9882/10000 (98.82%), error:       437.63724, best error:       376.40417 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 418.2548828125s, input_fired_time: 5.0610113144, output_fired_time: 3.7831029892, propagate_forward_time: 160.7243347168, propagate_backward_time: 242.2186889648, weight_update_time: 0.5248461962, other_time: 6.4677429199
epoch time: 34.1507720947s, input_fired_time: 0.5924542546, output_fired_time: 0.0000000000, propagate_forward_time: 32.4177131653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1406059265
validation[          , genome  9566] predictions:    9863/  10000 (98.63%), best:    9882/10000 (98.82%), error:       467.67569, best error:       376.40417 on epoch:    38, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 419.9348754883s, input_fired_time: 5.0692596436, output_fired_time: 3.7941431999, propagate_forward_time: 161.5711364746, propagate_backward_time: 243.0009765625, weight_update_time: 0.5250205994, other_time: 6.4993591309
epoch time: 34.1967201233s, input_fired_time: 0.5906313658, output_fired_time: 0.0000000000, propagate_forward_time: 32.4604873657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1456031799
validation[          , genome  9566] predictions:    9841/  10000 (98.41%), best:    9882/10000 (98.82%), error:       497.86871, best error:       376.40417 on epoch:    38, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 411.3774108887s, input_fired_time: 5.0142488480, output_fired_time: 3.7155458927, propagate_forward_time: 158.2061920166, propagate_backward_time: 238.0071258545, weight_update_time: 0.5180577040, other_time: 6.4342956543
epoch time: 30.1680641174s, input_fired_time: 0.5523518920, output_fired_time: 0.0000000000, propagate_forward_time: 28.5142707825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1014423370
validation[          , genome  9566] predictions:    9876/  10000 (98.76%), best:    9882/10000 (98.82%), error:       426.40192, best error:       376.40417 on epoch:    38, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 416.9499816895s, input_fired_time: 5.0807542801, output_fired_time: 3.7930700779, propagate_forward_time: 160.4577178955, propagate_backward_time: 241.0940704346, weight_update_time: 0.5251181126, other_time: 6.5243835449
epoch time: 33.4799575806s, input_fired_time: 0.5851656795, output_fired_time: 0.0000000000, propagate_forward_time: 31.7449092865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1498813629
validation[          , genome  9566] predictions:    9869/  10000 (98.69%), best:    9882/10000 (98.82%), error:       424.93774, best error:       376.40417 on epoch:    38, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 412.3783569336s, input_fired_time: 5.0096106529, output_fired_time: 3.7307984829, propagate_forward_time: 158.6932067871, propagate_backward_time: 238.4540252686, weight_update_time: 0.5232202411, other_time: 6.4907073975
epoch time: 34.2973518372s, input_fired_time: 0.5949548483, output_fired_time: 0.0000000000, propagate_forward_time: 32.5530509949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1493453979
validation[          , genome  9566] predictions:    9859/  10000 (98.59%), best:    9882/10000 (98.82%), error:       448.95700, best error:       376.40417 on epoch:    38, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 421.9858703613s, input_fired_time: 5.0937232971, output_fired_time: 3.8010320663, propagate_forward_time: 162.2766571045, propagate_backward_time: 244.2508087158, weight_update_time: 0.5288833976, other_time: 6.5636596680
epoch time: 34.3821144104s, input_fired_time: 0.5990526080, output_fired_time: 0.0000000000, propagate_forward_time: 32.6134147644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1696472168
validation[          , genome  9566] predictions:    9868/  10000 (98.68%), best:    9882/10000 (98.82%), error:       414.88712, best error:       376.40417 on epoch:    38, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 420.1723022461s, input_fired_time: 5.0994524956, output_fired_time: 3.8114793301, propagate_forward_time: 161.3015441895, propagate_backward_time: 243.3545532227, weight_update_time: 0.5315282345, other_time: 6.6052551270
epoch time: 34.3519515991s, input_fired_time: 0.5927035809, output_fired_time: 0.0000000000, propagate_forward_time: 32.6008300781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1584167480
validation[          , genome  9566] predictions:    9879/  10000 (98.79%), best:    9882/10000 (98.82%), error:       386.73843, best error:       376.40417 on epoch:    38, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 417.5119018555s, input_fired_time: 5.0662908554, output_fired_time: 3.7701699734, propagate_forward_time: 160.4025726318, propagate_backward_time: 241.7471008301, weight_update_time: 0.5248163342, other_time: 6.5257720947
epoch time: 34.2697181702s, input_fired_time: 0.6030509472, output_fired_time: 0.0000000000, propagate_forward_time: 32.4977874756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1688804626
validation[          , genome  9566] predictions:    9867/  10000 (98.67%), best:    9882/10000 (98.82%), error:       438.22464, best error:       376.40417 on epoch:    38, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 420.0393676758s, input_fired_time: 5.0884108543, output_fired_time: 3.7895996571, propagate_forward_time: 161.5760345459, propagate_backward_time: 243.0580749512, weight_update_time: 0.5315784216, other_time: 6.5272369385
epoch time: 34.3663825989s, input_fired_time: 0.5967333913, output_fired_time: 0.0000000000, propagate_forward_time: 32.6016769409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1679725647
validation[          , genome  9566] predictions:    9869/  10000 (98.69%), best:    9882/10000 (98.82%), error:       390.49878, best error:       376.40417 on epoch:    38, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 408.4438781738s, input_fired_time: 5.0018758774, output_fired_time: 3.6982514858, propagate_forward_time: 156.9761352539, propagate_backward_time: 236.2548522949, weight_update_time: 0.5182076693, other_time: 6.5127868652
epoch time: 34.1615753174s, input_fired_time: 0.5888480544, output_fired_time: 0.0000000000, propagate_forward_time: 32.4360084534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1367187500
validation[          , genome  9566] predictions:    9858/  10000 (98.58%), best:    9882/10000 (98.82%), error:       424.82800, best error:       376.40417 on epoch:    38, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 416.9018554688s, input_fired_time: 5.0624251366, output_fired_time: 3.7542035580, propagate_forward_time: 160.4702453613, propagate_backward_time: 241.1257629395, weight_update_time: 0.5247278214, other_time: 6.4891967773
epoch time: 34.3059272766s, input_fired_time: 0.5956290364, output_fired_time: 0.0000000000, propagate_forward_time: 32.5498466492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1604499817
validation[          , genome  9566] predictions:    9847/  10000 (98.47%), best:    9882/10000 (98.82%), error:       468.32928, best error:       376.40417 on epoch:    38, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 416.4719543457s, input_fired_time: 5.0558762550, output_fired_time: 3.7458186150, propagate_forward_time: 160.2655487061, propagate_backward_time: 240.8803253174, weight_update_time: 0.5293428302, other_time: 6.5243835449
epoch time: 34.2551727295s, input_fired_time: 0.5997011662, output_fired_time: 0.0000000000, propagate_forward_time: 32.5040931702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1513786316
validation[          , genome  9566] predictions:    9866/  10000 (98.66%), best:    9882/10000 (98.82%), error:       406.55255, best error:       376.40417 on epoch:    38, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 421.1216735840s, input_fired_time: 5.0935783386, output_fired_time: 3.7915487289, propagate_forward_time: 161.7277526855, propagate_backward_time: 243.9738464355, weight_update_time: 0.5312996507, other_time: 6.5349731445
epoch time: 33.8490867615s, input_fired_time: 0.5918504596, output_fired_time: 0.0000000000, propagate_forward_time: 32.1081504822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1490859985
validation[          , genome  9566] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       373.26242, best error:       373.26242 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 413.1238098145s, input_fired_time: 5.0666766167, output_fired_time: 3.7440021038, propagate_forward_time: 158.9094696045, propagate_backward_time: 238.9046020508, weight_update_time: 0.5227366686, other_time: 6.4990692139
epoch time: 34.2175636292s, input_fired_time: 0.6030040979, output_fired_time: 0.0000000000, propagate_forward_time: 32.4314575195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1831016541
validation[          , genome  9566] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       369.79822, best error:       369.79822 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 420.3288574219s, input_fired_time: 5.0960960388, output_fired_time: 3.7962822914, propagate_forward_time: 161.5889587402, propagate_backward_time: 243.2957305908, weight_update_time: 0.5275154710, other_time: 6.5517730713
epoch time: 34.2618370056s, input_fired_time: 0.5984684825, output_fired_time: 0.0000000000, propagate_forward_time: 32.5102920532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1530761719
validation[          , genome  9566] predictions:    9877/  10000 (98.77%), best:    9890/10000 (98.90%), error:       386.16980, best error:       369.79822 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 420.7709350586s, input_fired_time: 5.1091890335, output_fired_time: 3.7825531960, propagate_forward_time: 161.7996826172, propagate_backward_time: 243.5178680420, weight_update_time: 0.5286545157, other_time: 6.5616302490
epoch time: 34.0880165100s, input_fired_time: 0.6033693552, output_fired_time: 0.0000000000, propagate_forward_time: 32.3361701965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1484756470
validation[          , genome  9566] predictions:    9885/  10000 (98.85%), best:    9890/10000 (98.90%), error:       373.97003, best error:       369.79822 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 417.9181213379s, input_fired_time: 5.0903563499, output_fired_time: 3.7654602528, propagate_forward_time: 160.6922760010, propagate_backward_time: 241.8682098389, weight_update_time: 0.5266502500, other_time: 6.5018005371
epoch time: 34.2587852478s, input_fired_time: 0.5995966196, output_fired_time: 0.0000000000, propagate_forward_time: 32.5108032227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1483840942
validation[          , genome  9566] predictions:    9882/  10000 (98.82%), best:    9890/10000 (98.90%), error:       385.78235, best error:       369.79822 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 415.6614379883s, input_fired_time: 5.0835008621, output_fired_time: 3.7657396793, propagate_forward_time: 159.6723327637, propagate_backward_time: 240.5903930664, weight_update_time: 0.5279172659, other_time: 6.5494689941
epoch time: 33.5452880859s, input_fired_time: 0.5907250047, output_fired_time: 0.0000000000, propagate_forward_time: 31.8170967102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1374664307
validation[          , genome  9566] predictions:    9866/  10000 (98.66%), best:    9890/10000 (98.90%), error:       454.40356, best error:       369.79822 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 420.1056213379s, input_fired_time: 5.1113777161, output_fired_time: 3.7867441177, propagate_forward_time: 161.6030731201, propagate_backward_time: 243.0351257324, weight_update_time: 0.5303755403, other_time: 6.5692901611
epoch time: 34.2734489441s, input_fired_time: 0.5999231935, output_fired_time: 0.0000000000, propagate_forward_time: 32.5059318542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1675949097
validation[          , genome  9566] predictions:    9864/  10000 (98.64%), best:    9890/10000 (98.90%), error:       404.84430, best error:       369.79822 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 416.2810058594s, input_fired_time: 5.0692453384, output_fired_time: 3.7605674267, propagate_forward_time: 159.8754882812, propagate_backward_time: 241.0463562012, weight_update_time: 0.5236987472, other_time: 6.5293579102
epoch time: 34.1305046082s, input_fired_time: 0.5985655189, output_fired_time: 0.0000000000, propagate_forward_time: 32.3712043762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1607360840
validation[          , genome  9566] predictions:    9889/  10000 (98.89%), best:    9890/10000 (98.90%), error:       374.23538, best error:       369.79822 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 411.0473022461s, input_fired_time: 5.0775036812, output_fired_time: 3.7453017235, propagate_forward_time: 157.9953308105, propagate_backward_time: 237.6987915039, weight_update_time: 0.5248878002, other_time: 6.5303649902
epoch time: 31.4929618835s, input_fired_time: 0.5943502188, output_fired_time: 0.0000000000, propagate_forward_time: 29.7823257446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1162853241
validation[          , genome  9566] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       357.66431, best error:       357.66431 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 413.8401794434s, input_fired_time: 5.0552873611, output_fired_time: 3.7349696159, propagate_forward_time: 159.0547332764, propagate_backward_time: 239.4774169922, weight_update_time: 0.5278706551, other_time: 6.5177764893
epoch time: 34.1867027283s, input_fired_time: 0.5971205235, output_fired_time: 0.0000000000, propagate_forward_time: 32.4475975037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1419830322
validation[          , genome  9566] predictions:    9865/  10000 (98.65%), best:    9885/10000 (98.85%), error:       418.98825, best error:       357.66431 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 415.6063842773s, input_fired_time: 5.0825366974, output_fired_time: 3.7667841911, propagate_forward_time: 159.8016052246, propagate_backward_time: 240.4610595703, weight_update_time: 0.5229733586, other_time: 6.4943847656
epoch time: 33.2571983337s, input_fired_time: 0.5985962152, output_fired_time: 0.0000000000, propagate_forward_time: 31.5155372620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1430664062
validation[          , genome  9566] predictions:    9883/  10000 (98.83%), best:    9885/10000 (98.85%), error:       370.69269, best error:       357.66431 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 409.3997802734s, input_fired_time: 5.0551419258, output_fired_time: 3.7303111553, propagate_forward_time: 156.9572143555, propagate_backward_time: 237.1509246826, weight_update_time: 0.5176868439, other_time: 6.5061798096
epoch time: 33.9689216614s, input_fired_time: 0.6021328568, output_fired_time: 0.0000000000, propagate_forward_time: 32.2070426941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1597442627
validation[          , genome  9566] predictions:    9882/  10000 (98.82%), best:    9885/10000 (98.85%), error:       389.92392, best error:       357.66431 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 420.2637939453s, input_fired_time: 5.1229543686, output_fired_time: 3.8190495968, propagate_forward_time: 161.3884124756, propagate_backward_time: 243.4362030029, weight_update_time: 0.5225775242, other_time: 6.4971618652
epoch time: 34.0480690002s, input_fired_time: 0.5955859423, output_fired_time: 0.0000000000, propagate_forward_time: 32.2758369446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1766471863
validation[          , genome  9566] predictions:    9892/  10000 (98.92%), best:    9885/10000 (98.85%), error:       363.38275, best error:       357.66431 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 422.3291015625s, input_fired_time: 5.1465559006, output_fired_time: 3.8061065674, propagate_forward_time: 162.4538116455, propagate_backward_time: 244.3684997559, weight_update_time: 0.5310758352, other_time: 6.5541534424
epoch time: 34.2770919800s, input_fired_time: 0.6050952077, output_fired_time: 0.0000000000, propagate_forward_time: 32.5258636475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1461334229
validation[          , genome  9566] predictions:    9887/  10000 (98.87%), best:    9885/10000 (98.85%), error:       383.50229, best error:       357.66431 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 420.2945556641s, input_fired_time: 5.1252460480, output_fired_time: 3.7757089138, propagate_forward_time: 161.7644653320, propagate_backward_time: 243.1174468994, weight_update_time: 0.5238269567, other_time: 6.5117034912
epoch time: 32.7190208435s, input_fired_time: 0.5800992846, output_fired_time: 0.0000000000, propagate_forward_time: 31.0202426910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1186771393
validation[          , genome  9566] predictions:    9878/  10000 (98.78%), best:    9885/10000 (98.85%), error:       434.90866, best error:       357.66431 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 416.0954284668s, input_fired_time: 5.0973687172, output_fired_time: 3.7681138515, propagate_forward_time: 160.1127319336, propagate_backward_time: 240.5971069336, weight_update_time: 0.5252028704, other_time: 6.5200805664
epoch time: 34.3768768311s, input_fired_time: 0.5994638801, output_fired_time: 0.0000000000, propagate_forward_time: 32.6405754089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1368370056
validation[          , genome  9566] predictions:    9862/  10000 (98.62%), best:    9885/10000 (98.85%), error:       427.84045, best error:       357.66431 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 420.3786926270s, input_fired_time: 5.1844854355, output_fired_time: 3.8098738194, propagate_forward_time: 161.5725860596, propagate_backward_time: 243.1768798828, weight_update_time: 0.5337064862, other_time: 6.6348724365
epoch time: 34.6388320923s, input_fired_time: 0.6099544764, output_fired_time: 0.0000000000, propagate_forward_time: 32.8761138916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1527633667
validation[          , genome  9566] predictions:    9890/  10000 (98.90%), best:    9885/10000 (98.85%), error:       362.22925, best error:       357.66431 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 423.8082580566s, input_fired_time: 5.1781277657, output_fired_time: 3.8231139183, propagate_forward_time: 162.6857452393, propagate_backward_time: 245.4486083984, weight_update_time: 0.5370855331, other_time: 6.6726531982
epoch time: 32.6967010498s, input_fired_time: 0.5935579538, output_fired_time: 0.0000000000, propagate_forward_time: 30.9574775696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1456642151
validation[          , genome  9566] predictions:    9887/  10000 (98.87%), best:    9885/10000 (98.85%), error:       379.78271, best error:       357.66431 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 423.0823059082s, input_fired_time: 5.1688656807, output_fired_time: 3.8055069447, propagate_forward_time: 162.5917663574, propagate_backward_time: 244.8587951660, weight_update_time: 0.5280777216, other_time: 6.6573791504
epoch time: 34.2714157104s, input_fired_time: 0.6041928530, output_fired_time: 0.0000000000, propagate_forward_time: 32.4996757507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1675453186
validation[          , genome  9566] predictions:    9875/  10000 (98.75%), best:    9885/10000 (98.85%), error:       404.06140, best error:       357.66431 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 423.6309204102s, input_fired_time: 5.1750950813, output_fired_time: 3.8211660385, propagate_forward_time: 162.9474182129, propagate_backward_time: 245.0552215576, weight_update_time: 0.5323144794, other_time: 6.6320037842
epoch time: 34.4551811218s, input_fired_time: 0.6078442931, output_fired_time: 0.0000000000, propagate_forward_time: 32.6675949097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1797409058
validation[          , genome  9566] predictions:    9834/  10000 (98.34%), best:    9885/10000 (98.85%), error:       513.76031, best error:       357.66431 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 423.8957214355s, input_fired_time: 5.1756362915, output_fired_time: 3.8252654076, propagate_forward_time: 163.1010589600, propagate_backward_time: 245.1287078857, weight_update_time: 0.5331087708, other_time: 6.6650695801
epoch time: 34.3556823730s, input_fired_time: 0.6140728593, output_fired_time: 0.0000000000, propagate_forward_time: 32.5663452148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1752624512
validation[          , genome  9566] predictions:    9880/  10000 (98.80%), best:    9885/10000 (98.85%), error:       365.50360, best error:       357.66431 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 423.3381652832s, input_fired_time: 5.1829371452, output_fired_time: 3.7967863083, propagate_forward_time: 162.8922882080, propagate_backward_time: 244.8540802002, weight_update_time: 0.5317423344, other_time: 6.6120910645
epoch time: 34.3699264526s, input_fired_time: 0.6146051288, output_fired_time: 0.0000000000, propagate_forward_time: 32.6026611328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1526603699
validation[          , genome  9566] predictions:    9886/  10000 (98.86%), best:    9885/10000 (98.85%), error:       390.08987, best error:       357.66431 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 424.4625854492s, input_fired_time: 5.1885247231, output_fired_time: 3.8375763893, propagate_forward_time: 163.1302642822, propagate_backward_time: 245.6535949707, weight_update_time: 0.5332206488, other_time: 6.6526031494
epoch time: 34.4321746826s, input_fired_time: 0.6137946844, output_fired_time: 0.0000000000, propagate_forward_time: 32.6464080811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1719703674
validation[          , genome  9566] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       364.07385, best error:       357.66431 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 424.7063293457s, input_fired_time: 5.1883869171, output_fired_time: 3.8356153965, propagate_forward_time: 163.0012207031, propagate_backward_time: 246.0627899170, weight_update_time: 0.5355766416, other_time: 6.6183319092
epoch time: 34.4023056030s, input_fired_time: 0.6084121466, output_fired_time: 0.0000000000, propagate_forward_time: 32.6295242310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1643676758
validation[          , genome  9566] predictions:    9869/  10000 (98.69%), best:    9885/10000 (98.85%), error:       405.37405, best error:       357.66431 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 421.9413452148s, input_fired_time: 5.1808915138, output_fired_time: 3.8177945614, propagate_forward_time: 162.0953063965, propagate_backward_time: 244.1673431396, weight_update_time: 0.5313112140, other_time: 6.6800384521
epoch time: 34.3736343384s, input_fired_time: 0.6115267873, output_fired_time: 0.0000000000, propagate_forward_time: 32.5923652649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1697425842
validation[          , genome  9566] predictions:    9877/  10000 (98.77%), best:    9885/10000 (98.85%), error:       369.16193, best error:       357.66431 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 421.7193603516s, input_fired_time: 5.1621718407, output_fired_time: 3.8040843010, propagate_forward_time: 162.1815490723, propagate_backward_time: 243.9548645020, weight_update_time: 0.5294401050, other_time: 6.6166992188
epoch time: 34.3573760986s, input_fired_time: 0.6075801849, output_fired_time: 0.0000000000, propagate_forward_time: 32.5814094543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1683845520
validation[          , genome  9566] predictions:    9878/  10000 (98.78%), best:    9885/10000 (98.85%), error:       372.28021, best error:       357.66431 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 416.1986389160s, input_fired_time: 5.1272368431, output_fired_time: 3.7795648575, propagate_forward_time: 159.9710693359, propagate_backward_time: 240.7745819092, weight_update_time: 0.5250158310, other_time: 6.5461883545
epoch time: 34.0681419373s, input_fired_time: 0.6070299149, output_fired_time: 0.0000000000, propagate_forward_time: 32.3358726501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1252403259
validation[          , genome  9566] predictions:    9886/  10000 (98.86%), best:    9885/10000 (98.85%), error:       368.84973, best error:       357.66431 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 415.9826965332s, input_fired_time: 5.1085128784, output_fired_time: 3.7359495163, propagate_forward_time: 159.8822631836, propagate_backward_time: 240.6906890869, weight_update_time: 0.5254960060, other_time: 6.5652618408
epoch time: 34.3673324585s, input_fired_time: 0.6054330468, output_fired_time: 0.0000000000, propagate_forward_time: 32.6101341248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1517639160
validation[          , genome  9566] predictions:    9888/  10000 (98.88%), best:    9885/10000 (98.85%), error:       381.51852, best error:       357.66431 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 416.6352844238s, input_fired_time: 5.1120085716, output_fired_time: 3.7689998150, propagate_forward_time: 160.0886230469, propagate_backward_time: 241.1309356689, weight_update_time: 0.5289552808, other_time: 6.5347137451
epoch time: 34.3113212585s, input_fired_time: 0.6000891328, output_fired_time: 0.0000000000, propagate_forward_time: 32.5837478638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1274833679
validation[          , genome  9566] predictions:    9881/  10000 (98.81%), best:    9885/10000 (98.85%), error:       377.23157, best error:       357.66431 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 417.4062194824s, input_fired_time: 5.1257333755, output_fired_time: 3.7678961754, propagate_forward_time: 160.5673370361, propagate_backward_time: 241.4321441650, weight_update_time: 0.5249829292, other_time: 6.5131225586
epoch time: 34.2779273987s, input_fired_time: 0.6061854959, output_fired_time: 0.0000000000, propagate_forward_time: 32.5194435120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1522979736
validation[          , genome  9566] predictions:    9888/  10000 (98.88%), best:    9885/10000 (98.85%), error:       362.03540, best error:       357.66431 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 420.1430358887s, input_fired_time: 5.1542983055, output_fired_time: 3.8066678047, propagate_forward_time: 161.2749176025, propagate_backward_time: 243.3863067627, weight_update_time: 0.5274595618, other_time: 6.5208435059
epoch time: 33.4922561646s, input_fired_time: 0.6046524048, output_fired_time: 0.0000000000, propagate_forward_time: 31.7250919342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1625118256
validation[          , genome  9566] predictions:    9887/  10000 (98.87%), best:    9885/10000 (98.85%), error:       376.66534, best error:       357.66431 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 418.6174621582s, input_fired_time: 5.1515598297, output_fired_time: 3.7788221836, propagate_forward_time: 161.0414276123, propagate_backward_time: 242.0561523438, weight_update_time: 0.5294724703, other_time: 6.5895233154
epoch time: 34.3562431335s, input_fired_time: 0.6110214591, output_fired_time: 0.0000000000, propagate_forward_time: 32.5685539246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1766662598
validation[          , genome  9566] predictions:    9875/  10000 (98.75%), best:    9885/10000 (98.85%), error:       390.56802, best error:       357.66431 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 420.7150268555s, input_fired_time: 5.1529898643, output_fired_time: 3.8041927814, propagate_forward_time: 161.7724151611, propagate_backward_time: 243.4693450928, weight_update_time: 0.5280871391, other_time: 6.5160827637
epoch time: 33.7675285339s, input_fired_time: 0.6005186439, output_fired_time: 0.0000000000, propagate_forward_time: 31.9959259033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1710853577
validation[          , genome  9566] predictions:    9883/  10000 (98.83%), best:    9885/10000 (98.85%), error:       367.98642, best error:       357.66431 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 415.6496582031s, input_fired_time: 5.1274948120, output_fired_time: 3.7584507465, propagate_forward_time: 159.4202423096, propagate_backward_time: 240.8150177002, weight_update_time: 0.5283395648, other_time: 6.5284423828
epoch time: 32.7702217102s, input_fired_time: 0.5941393971, output_fired_time: 0.0000000000, propagate_forward_time: 31.0184764862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1576061249
validation[          , genome  9566] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       344.92505, best error:       344.92505 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 416.8245239258s, input_fired_time: 5.1506924629, output_fired_time: 3.7865045071, propagate_forward_time: 160.0262451172, propagate_backward_time: 241.3101348877, weight_update_time: 0.5282129049, other_time: 6.5509490967
epoch time: 34.2568244934s, input_fired_time: 0.6062772274, output_fired_time: 0.0000000000, propagate_forward_time: 32.4964790344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1540679932
validation[          , genome  9566] predictions:    9891/  10000 (98.91%), best:    9897/10000 (98.97%), error:       369.55679, best error:       344.92505 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 420.6521911621s, input_fired_time: 5.1803588867, output_fired_time: 3.8302395344, propagate_forward_time: 161.4850921631, propagate_backward_time: 243.5857696533, weight_update_time: 0.5309991837, other_time: 6.5707397461
epoch time: 34.3471908569s, input_fired_time: 0.6098690033, output_fired_time: 0.0000000000, propagate_forward_time: 32.5917625427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1455574036
validation[          , genome  9566] predictions:    9890/  10000 (98.90%), best:    9897/10000 (98.97%), error:       360.06332, best error:       344.92505 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 418.6057434082s, input_fired_time: 5.1613082886, output_fired_time: 3.8056633472, propagate_forward_time: 161.0037384033, propagate_backward_time: 242.0771789551, weight_update_time: 0.5293906331, other_time: 6.5578460693
epoch time: 34.1249122620s, input_fired_time: 0.6091279387, output_fired_time: 0.0000000000, propagate_forward_time: 32.3691024780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1466827393
validation[          , genome  9566] predictions:    9891/  10000 (98.91%), best:    9897/10000 (98.97%), error:       370.82864, best error:       344.92505 on epoch:    97, 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: 171.1312255859s, input_fired_time: 3.0678093433, output_fired_time: 0.0000000000, propagate_forward_time: 162.2616424561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.8017730713
best training[          , genome  9566] predictions:   49994/  50000 (99.99%), best:    9897/10000 (98.97%), error:       199.09308, best error:       344.92505 on epoch:    97, 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: 34.2163619995s, input_fired_time: 0.6042520404, output_fired_time: 0.0000000000, propagate_forward_time: 32.4496765137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1624336243
   testing[          , genome  9566] predictions:    9883/  10000 (98.83%), best:    9897/10000 (98.97%), error:       357.74173, best error:       344.92505 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:36:02 (70503): called boinc_finish(0)

</stderr_txt>
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