Nameexact_genome_1518178202_58_18325_1
Workunit2991514
Created9 Feb 2018, 12:31:36 UTC
Sent9 Feb 2018, 12:55:47 UTC
Report deadline5 Mar 2018, 18:15:13 UTC
Received11 Feb 2018, 19:09:26 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID70592
Run time8 hours 39 min 18 sec
CPU time8 hours 36 min 36 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS3.61 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size170.06 MB
Peak swap size172.59 MB
Peak disk usage1.96 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ime: 0.0000000000, other_time: 2.4614601135
validation[          , genome 18325] predictions:    9809/  10000 (98.09%), best:    9838/10000 (98.38%), error:       666.82007, best error:       535.89966 on epoch:     6, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 317.7752990723s, input_fired_time: 9.0762453079, output_fired_time: 5.9607224464, propagate_forward_time: 108.9807586670, propagate_backward_time: 185.6355743408, weight_update_time: 0.3336869776, other_time: 8.1220092773
epoch time: 24.7761344910s, input_fired_time: 0.8487388492, output_fired_time: 0.0000000000, propagate_forward_time: 22.4401664734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4872283936
validation[          , genome 18325] predictions:    9797/  10000 (97.97%), best:    9838/10000 (98.38%), error:       648.93921, best error:       535.89966 on epoch:     6, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 319.6335754395s, input_fired_time: 9.0545310974, output_fired_time: 4.9720683098, propagate_forward_time: 111.4251174927, propagate_backward_time: 184.0849456787, weight_update_time: 0.3335893452, other_time: 10.0969085693
epoch time: 26.5640239716s, input_fired_time: 0.8353815079, output_fired_time: 0.0000000000, propagate_forward_time: 24.2641487122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4644927979
validation[          , genome 18325] predictions:    9837/  10000 (98.37%), best:    9837/10000 (98.37%), error:       534.70709, best error:       534.70709 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 320.2357177734s, input_fired_time: 8.0544271469, output_fired_time: 4.9715871811, propagate_forward_time: 116.1512908936, propagate_backward_time: 182.9410400391, weight_update_time: 0.3339354992, other_time: 8.1173858643
epoch time: 24.5135726929s, input_fired_time: 0.8399348855, output_fired_time: 0.0000000000, propagate_forward_time: 22.2164325714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4572048187
validation[          , genome 18325] predictions:    9839/  10000 (98.39%), best:    9839/10000 (98.39%), error:       520.00940, best error:       520.00940 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 325.3097839355s, input_fired_time: 8.0803022385, output_fired_time: 6.0232014656, propagate_forward_time: 114.7339630127, propagate_backward_time: 186.2911071777, weight_update_time: 0.3354743421, other_time: 10.1812286377
epoch time: 24.4205360413s, input_fired_time: 0.8319843411, output_fired_time: 0.0000000000, propagate_forward_time: 21.1378059387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4507465363
validation[          , genome 18325] predictions:    9811/  10000 (98.11%), best:    9839/10000 (98.39%), error:       600.73291, best error:       520.00940 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 318.6732177734s, input_fired_time: 8.0481910706, output_fired_time: 4.9605994225, propagate_forward_time: 111.9323043823, propagate_backward_time: 184.6468963623, weight_update_time: 0.3339949548, other_time: 9.0852203369
epoch time: 25.5318222046s, input_fired_time: 0.8468293548, output_fired_time: 0.0000000000, propagate_forward_time: 22.2233562469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4616374969
validation[          , genome 18325] predictions:    9827/  10000 (98.27%), best:    9839/10000 (98.39%), error:       566.76935, best error:       520.00940 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 318.9321594238s, input_fired_time: 9.0522794724, output_fired_time: 4.9706716537, propagate_forward_time: 113.0724868774, propagate_backward_time: 183.7135620117, weight_update_time: 0.3334231675, other_time: 8.1231689453
epoch time: 24.4088687897s, input_fired_time: 0.8280472159, output_fired_time: 0.0000000000, propagate_forward_time: 22.1327114105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4481105804
validation[          , genome 18325] predictions:    9817/  10000 (98.17%), best:    9839/10000 (98.39%), error:       571.59436, best error:       520.00940 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 317.7966918945s, input_fired_time: 10.0556344986, output_fired_time: 4.9656066895, propagate_forward_time: 113.0366897583, propagate_backward_time: 179.6515197754, weight_update_time: 0.3330049813, other_time: 10.0872497559
epoch time: 25.5192070007s, input_fired_time: 0.8461112976, output_fired_time: 0.0000000000, propagate_forward_time: 23.1988563538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4742393494
validation[          , genome 18325] predictions:    9823/  10000 (98.23%), best:    9839/10000 (98.39%), error:       581.88110, best error:       520.00940 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 318.7719116211s, input_fired_time: 9.0712099075, output_fired_time: 4.9674472809, propagate_forward_time: 114.0304946899, propagate_backward_time: 181.5874633789, weight_update_time: 0.3339723349, other_time: 9.1153259277
epoch time: 25.7642650604s, input_fired_time: 0.8536660075, output_fired_time: 0.0000000000, propagate_forward_time: 22.4123744965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4982242584
validation[          , genome 18325] predictions:    9845/  10000 (98.45%), best:    9845/10000 (98.45%), error:       502.01730, best error:       502.01730 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 318.7208862305s, input_fired_time: 9.0502595901, output_fired_time: 5.9611792564, propagate_forward_time: 111.0427551270, propagate_backward_time: 184.5621185303, weight_update_time: 0.3333451748, other_time: 8.1045684814
epoch time: 24.4852638245s, input_fired_time: 1.8401248455, output_fired_time: 0.0000000000, propagate_forward_time: 21.1866245270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4585151672
validation[          , genome 18325] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       474.65302, best error:       474.65302 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 320.2875976562s, input_fired_time: 9.1167192459, output_fired_time: 4.9840979576, propagate_forward_time: 113.5330581665, propagate_backward_time: 184.4530181885, weight_update_time: 0.3346997797, other_time: 8.2006988525
epoch time: 25.5058059692s, input_fired_time: 1.8437787294, output_fired_time: 0.0000000000, propagate_forward_time: 22.1986312866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4633960724
validation[          , genome 18325] predictions:    9831/  10000 (98.31%), best:    9852/10000 (98.52%), error:       536.50287, best error:       474.65302 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 321.0590820312s, input_fired_time: 11.1208496094, output_fired_time: 4.9888443947, propagate_forward_time: 111.6127929688, propagate_backward_time: 184.1277008057, weight_update_time: 0.3348348737, other_time: 9.2089080811
epoch time: 24.5319595337s, input_fired_time: 0.8504654169, output_fired_time: 0.0000000000, propagate_forward_time: 21.2184314728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4630622864
validation[          , genome 18325] predictions:    9777/  10000 (97.77%), best:    9852/10000 (98.52%), error:       705.14893, best error:       474.65302 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 320.6569213867s, input_fired_time: 10.1050996780, output_fired_time: 4.9712171555, propagate_forward_time: 113.3309249878, propagate_backward_time: 184.1282043457, weight_update_time: 0.3335047066, other_time: 8.1214599609
epoch time: 27.5258522034s, input_fired_time: 0.8397938609, output_fired_time: 0.0000000000, propagate_forward_time: 25.2238216400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4622364044
validation[          , genome 18325] predictions:    9827/  10000 (98.27%), best:    9852/10000 (98.52%), error:       581.33319, best error:       474.65302 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 318.0861511230s, input_fired_time: 8.1085348129, output_fired_time: 4.9776320457, propagate_forward_time: 112.0660858154, propagate_backward_time: 183.8279876709, weight_update_time: 0.3332944214, other_time: 9.1059265137
epoch time: 26.5223121643s, input_fired_time: 0.8476675153, output_fired_time: 0.0000000000, propagate_forward_time: 23.2126102448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4620342255
validation[          , genome 18325] predictions:    9837/  10000 (98.37%), best:    9852/10000 (98.52%), error:       538.02814, best error:       474.65302 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 318.5230102539s, input_fired_time: 8.0787649155, output_fired_time: 5.9807128906, propagate_forward_time: 111.2886962891, propagate_backward_time: 181.9537658691, weight_update_time: 0.3376689255, other_time: 11.2210693359
epoch time: 25.7765617371s, input_fired_time: 0.8560717106, output_fired_time: 0.0000000000, propagate_forward_time: 23.4387245178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4817657471
validation[          , genome 18325] predictions:    9850/  10000 (98.50%), best:    9852/10000 (98.52%), error:       509.45975, best error:       474.65302 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 319.9947509766s, input_fired_time: 8.0710401535, output_fired_time: 6.9663167000, propagate_forward_time: 112.1459045410, propagate_backward_time: 184.6611480713, weight_update_time: 0.3342922330, other_time: 8.1503448486
epoch time: 24.4623584747s, input_fired_time: 0.8429067731, output_fired_time: 0.0000000000, propagate_forward_time: 22.1511611938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4682903290
validation[          , genome 18325] predictions:    9851/  10000 (98.51%), best:    9852/10000 (98.52%), error:       478.40775, best error:       474.65302 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 319.5493164062s, input_fired_time: 9.0476713181, output_fired_time: 4.9605526924, propagate_forward_time: 113.0208053589, propagate_backward_time: 184.4286499023, weight_update_time: 0.3329025209, other_time: 8.0916442871
epoch time: 25.4351234436s, input_fired_time: 0.8343033791, output_fired_time: 0.0000000000, propagate_forward_time: 23.1467857361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4540348053
validation[          , genome 18325] predictions:    9833/  10000 (98.33%), best:    9852/10000 (98.52%), error:       547.18390, best error:       474.65302 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 319.5901184082s, input_fired_time: 8.0886573792, output_fired_time: 6.9714140892, propagate_forward_time: 112.9678268433, propagate_backward_time: 180.4893341064, weight_update_time: 0.3332988024, other_time: 11.0728912354
epoch time: 24.4849948883s, input_fired_time: 0.8402937055, output_fired_time: 0.0000000000, propagate_forward_time: 22.1849155426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4597854614
validation[          , genome 18325] predictions:    9815/  10000 (98.15%), best:    9852/10000 (98.52%), error:       602.12897, best error:       474.65302 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 320.4569396973s, input_fired_time: 8.1070737839, output_fired_time: 4.9928131104, propagate_forward_time: 114.2493820190, propagate_backward_time: 179.9529876709, weight_update_time: 0.3347192109, other_time: 13.1546783447
epoch time: 25.5741596222s, input_fired_time: 0.8465945125, output_fired_time: 0.0000000000, propagate_forward_time: 23.2640933990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4634723663
validation[          , genome 18325] predictions:    9844/  10000 (98.44%), best:    9852/10000 (98.52%), error:       488.89343, best error:       474.65302 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 322.6101989746s, input_fired_time: 10.1053171158, output_fired_time: 5.0009298325, propagate_forward_time: 114.3023757935, propagate_backward_time: 183.9916687012, weight_update_time: 0.3339959085, other_time: 9.2099304199
epoch time: 25.5367088318s, input_fired_time: 0.8545421362, output_fired_time: 0.0000000000, propagate_forward_time: 23.2208709717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4612960815
validation[          , genome 18325] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       469.35464, best error:       469.35464 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 316.4315795898s, input_fired_time: 10.0940399170, output_fired_time: 5.9634714127, propagate_forward_time: 112.9577865601, propagate_backward_time: 179.3242340088, weight_update_time: 0.3331077695, other_time: 8.0920257568
epoch time: 25.4881210327s, input_fired_time: 0.8458058834, output_fired_time: 0.0000000000, propagate_forward_time: 23.1805210114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4617938995
validation[          , genome 18325] predictions:    9845/  10000 (98.45%), best:    9859/10000 (98.59%), error:       476.30911, best error:       469.35464 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 317.9394836426s, input_fired_time: 9.1048669815, output_fired_time: 4.9648957253, propagate_forward_time: 110.1870117188, propagate_backward_time: 185.5642242432, weight_update_time: 0.3343141973, other_time: 8.1184844971
epoch time: 24.7041702271s, input_fired_time: 0.8658270836, output_fired_time: 0.0000000000, propagate_forward_time: 22.3561477661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4821949005
validation[          , genome 18325] predictions:    9835/  10000 (98.35%), best:    9859/10000 (98.59%), error:       553.11816, best error:       469.35464 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 319.7212524414s, input_fired_time: 10.1071252823, output_fired_time: 4.9826478958, propagate_forward_time: 115.3559722900, propagate_backward_time: 181.1141510010, weight_update_time: 0.3333421350, other_time: 8.1613769531
epoch time: 25.5811691284s, input_fired_time: 0.8573238850, output_fired_time: 0.0000000000, propagate_forward_time: 23.2536010742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4702434540
validation[          , genome 18325] predictions:    9817/  10000 (98.17%), best:    9859/10000 (98.59%), error:       594.30444, best error:       469.35464 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 317.2067871094s, input_fired_time: 9.1314296722, output_fired_time: 5.9697055817, propagate_forward_time: 111.2097702026, propagate_backward_time: 182.7499237061, weight_update_time: 0.3339098096, other_time: 8.1459503174
epoch time: 25.5119647980s, input_fired_time: 0.8532476425, output_fired_time: 0.0000000000, propagate_forward_time: 23.1949291229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4637889862
validation[          , genome 18325] predictions:    9824/  10000 (98.24%), best:    9859/10000 (98.59%), error:       529.92255, best error:       469.35464 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 318.9235839844s, input_fired_time: 8.1039915085, output_fired_time: 4.9670448303, propagate_forward_time: 112.1406631470, propagate_backward_time: 185.5964508057, weight_update_time: 0.3342099190, other_time: 8.1154327393
epoch time: 24.4489917755s, input_fired_time: 0.8437183499, output_fired_time: 0.0000000000, propagate_forward_time: 22.1573677063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4479064941
validation[          , genome 18325] predictions:    9827/  10000 (98.27%), best:    9859/10000 (98.59%), error:       525.90454, best error:       469.35464 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 317.8927612305s, input_fired_time: 8.0885801315, output_fired_time: 5.9688391685, propagate_forward_time: 113.2159576416, propagate_backward_time: 182.5309600830, weight_update_time: 0.3338876367, other_time: 8.0884094238
epoch time: 25.4303894043s, input_fired_time: 0.8482201695, output_fired_time: 0.0000000000, propagate_forward_time: 23.1308155060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4513530731
validation[          , genome 18325] predictions:    9820/  10000 (98.20%), best:    9859/10000 (98.59%), error:       561.36487, best error:       469.35464 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 317.8828735352s, input_fired_time: 9.1119852066, output_fired_time: 4.9867954254, propagate_forward_time: 112.4390716553, propagate_backward_time: 183.1958007812, weight_update_time: 0.3344226182, other_time: 8.1492156982
epoch time: 25.4890880585s, input_fired_time: 0.8521567583, output_fired_time: 0.0000000000, propagate_forward_time: 23.1761970520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4607334137
validation[          , genome 18325] predictions:    9823/  10000 (98.23%), best:    9859/10000 (98.59%), error:       553.81073, best error:       469.35464 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 317.5224304199s, input_fired_time: 9.0918273926, output_fired_time: 4.9594345093, propagate_forward_time: 112.0040435791, propagate_backward_time: 182.3537902832, weight_update_time: 0.3327517211, other_time: 9.1133270264
epoch time: 24.5284767151s, input_fired_time: 0.8484819531, output_fired_time: 0.0000000000, propagate_forward_time: 22.2147274017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4652671814
validation[          , genome 18325] predictions:    9838/  10000 (98.38%), best:    9859/10000 (98.59%), error:       509.65314, best error:       469.35464 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 319.2951660156s, input_fired_time: 8.1147127151, output_fired_time: 5.9756445885, propagate_forward_time: 113.3134231567, propagate_backward_time: 181.7420959473, weight_update_time: 0.3346056044, other_time: 10.1492919922
epoch time: 25.8096237183s, input_fired_time: 1.8676518202, output_fired_time: 0.0000000000, propagate_forward_time: 22.4366359711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5053367615
validation[          , genome 18325] predictions:    9849/  10000 (98.49%), best:    9859/10000 (98.59%), error:       472.80942, best error:       469.35464 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 320.2321472168s, input_fired_time: 8.1191930771, output_fired_time: 4.9738917351, propagate_forward_time: 113.2491226196, propagate_backward_time: 183.7411193848, weight_update_time: 1.3341567516, other_time: 10.1488342285
epoch time: 24.5525321960s, input_fired_time: 0.8534760475, output_fired_time: 0.0000000000, propagate_forward_time: 22.2303638458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4686927795
validation[          , genome 18325] predictions:    7889/  10000 (78.89%), best:    9859/10000 (98.59%), error:      8018.08936, best error:       469.35464 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

resetting weights to those on epoch: 33
epoch time: 318.5713195801s, input_fired_time: 8.1276082993, output_fired_time: 4.9766221046, propagate_forward_time: 112.3471832275, propagate_backward_time: 183.9324035645, weight_update_time: 0.3350608051, other_time: 9.1875152588
epoch time: 26.4869403839s, input_fired_time: 0.8501146436, output_fired_time: 0.0000000000, propagate_forward_time: 23.1713123322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4655132294
validation[          , genome 18325] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       464.98999, best error:       464.98999 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 321.6244201660s, input_fired_time: 8.1066932678, output_fired_time: 4.9630475044, propagate_forward_time: 113.0210266113, propagate_backward_time: 187.4152069092, weight_update_time: 0.3334764540, other_time: 8.1184539795
epoch time: 24.4859638214s, input_fired_time: 0.8596872091, output_fired_time: 0.0000000000, propagate_forward_time: 22.1611175537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4651584625
validation[          , genome 18325] predictions:    9853/  10000 (98.53%), best:    9843/10000 (98.43%), error:       486.02988, best error:       464.98999 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 319.4796142578s, input_fired_time: 10.1545171738, output_fired_time: 4.9778513908, propagate_forward_time: 109.3309173584, propagate_backward_time: 186.8767395020, weight_update_time: 0.3373441696, other_time: 8.1396026611
epoch time: 25.5272827148s, input_fired_time: 0.8525779843, output_fired_time: 0.0000000000, propagate_forward_time: 23.2228927612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4518127441
validation[          , genome 18325] predictions:    9862/  10000 (98.62%), best:    9843/10000 (98.43%), error:       478.31421, best error:       464.98999 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 321.6908569336s, input_fired_time: 9.1511468887, output_fired_time: 5.9904637337, propagate_forward_time: 118.3345565796, propagate_backward_time: 180.0762481689, weight_update_time: 0.3341087699, other_time: 8.1384124756
epoch time: 24.4626998901s, input_fired_time: 0.8503592014, output_fired_time: 0.0000000000, propagate_forward_time: 22.1589164734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4534244537
validation[          , genome 18325] predictions:    9827/  10000 (98.27%), best:    9843/10000 (98.43%), error:       573.48694, best error:       464.98999 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 319.7252502441s, input_fired_time: 9.0863866806, output_fired_time: 4.9621682167, propagate_forward_time: 116.0071411133, propagate_backward_time: 181.5619659424, weight_update_time: 0.3343143761, other_time: 8.1075897217
epoch time: 25.5041446686s, input_fired_time: 0.8540599346, output_fired_time: 0.0000000000, propagate_forward_time: 23.1792240143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4708614349
validation[          , genome 18325] predictions:    9872/  10000 (98.72%), best:    9872/10000 (98.72%), error:       424.16974, best error:       424.16974 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 317.8577880859s, input_fired_time: 8.1172885895, output_fired_time: 6.9707822800, propagate_forward_time: 109.0969390869, propagate_backward_time: 184.5345611572, weight_update_time: 0.3351365030, other_time: 9.1382141113
epoch time: 24.9092388153s, input_fired_time: 0.8730586767, output_fired_time: 0.0000000000, propagate_forward_time: 22.5356082916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5005722046
validation[          , genome 18325] predictions:    9862/  10000 (98.62%), best:    9872/10000 (98.72%), error:       429.77768, best error:       424.16974 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 319.0199279785s, input_fired_time: 8.1214370728, output_fired_time: 4.9732575417, propagate_forward_time: 112.1132049561, propagate_backward_time: 184.6855926514, weight_update_time: 0.3360385299, other_time: 9.1264343262
epoch time: 24.4331359863s, input_fired_time: 0.8491597176, output_fired_time: 0.0000000000, propagate_forward_time: 22.1252479553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4587287903
validation[          , genome 18325] predictions:    9866/  10000 (98.66%), best:    9872/10000 (98.72%), error:       428.78488, best error:       424.16974 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 319.1306762695s, input_fired_time: 9.1476526260, output_fired_time: 4.9701161385, propagate_forward_time: 114.1710128784, propagate_backward_time: 181.6897430420, weight_update_time: 0.3333286941, other_time: 9.1521453857
epoch time: 25.5720310211s, input_fired_time: 0.8596408963, output_fired_time: 0.0000000000, propagate_forward_time: 23.2305297852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4818611145
validation[          , genome 18325] predictions:    9832/  10000 (98.32%), best:    9872/10000 (98.72%), error:       505.86722, best error:       424.16974 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 318.6177673340s, input_fired_time: 10.1534490585, output_fired_time: 4.9657130241, propagate_forward_time: 112.0500564575, propagate_backward_time: 181.3140258789, weight_update_time: 0.3333174288, other_time: 10.1345520020
epoch time: 24.4702854156s, input_fired_time: 0.8526250124, output_fired_time: 0.0000000000, propagate_forward_time: 22.1610965729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4565639496
validation[          , genome 18325] predictions:    9856/  10000 (98.56%), best:    9872/10000 (98.72%), error:       476.14606, best error:       424.16974 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 320.4739685059s, input_fired_time: 9.1497507095, output_fired_time: 5.9748578072, propagate_forward_time: 114.4070434570, propagate_backward_time: 182.8007965088, weight_update_time: 0.3342160583, other_time: 8.1415252686
epoch time: 25.4894866943s, input_fired_time: 0.8540126085, output_fired_time: 0.0000000000, propagate_forward_time: 21.1655769348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4698963165
validation[          , genome 18325] predictions:    9863/  10000 (98.63%), best:    9872/10000 (98.72%), error:       433.52509, best error:       424.16974 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 319.4566650391s, input_fired_time: 9.1489105225, output_fired_time: 4.9891810417, propagate_forward_time: 107.4605102539, propagate_backward_time: 189.1887359619, weight_update_time: 0.3338976800, other_time: 8.6693267822
epoch time: 24.4581089020s, input_fired_time: 0.8540391922, output_fired_time: 0.0000000000, propagate_forward_time: 22.1517219543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4523468018
validation[          , genome 18325] predictions:    9870/  10000 (98.70%), best:    9872/10000 (98.72%), error:       442.81128, best error:       424.16974 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 317.5836791992s, input_fired_time: 9.1262845993, output_fired_time: 4.9690637589, propagate_forward_time: 111.9677352905, propagate_backward_time: 182.3893890381, weight_update_time: 0.3330641985, other_time: 9.1312103271
epoch time: 24.6274852753s, input_fired_time: 0.8641580939, output_fired_time: 0.0000000000, propagate_forward_time: 22.2777919769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4855346680
validation[          , genome 18325] predictions:    9852/  10000 (98.52%), best:    9872/10000 (98.72%), error:       476.42157, best error:       424.16974 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 320.5582580566s, input_fired_time: 10.1820249557, output_fired_time: 4.9928188324, propagate_forward_time: 113.3235778809, propagate_backward_time: 182.7357635498, weight_update_time: 0.3352721930, other_time: 9.3240509033
epoch time: 25.5869274139s, input_fired_time: 0.8638708591, output_fired_time: 0.0000000000, propagate_forward_time: 22.2459697723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4770870209
validation[          , genome 18325] predictions:    9863/  10000 (98.63%), best:    9872/10000 (98.72%), error:       470.76157, best error:       424.16974 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 318.8779602051s, input_fired_time: 8.1656827927, output_fired_time: 4.9670257568, propagate_forward_time: 109.0417175293, propagate_backward_time: 185.5553741455, weight_update_time: 0.3343321681, other_time: 11.1481475830
epoch time: 24.5550994873s, input_fired_time: 0.8656439185, output_fired_time: 0.0000000000, propagate_forward_time: 22.2182197571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4712352753
validation[          , genome 18325] predictions:    9847/  10000 (98.47%), best:    9872/10000 (98.72%), error:       465.16577, best error:       424.16974 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 319.8543090820s, input_fired_time: 8.1566467285, output_fired_time: 5.9657597542, propagate_forward_time: 113.0288085938, propagate_backward_time: 183.5695037842, weight_update_time: 0.3328483999, other_time: 9.1335906982
epoch time: 25.4376296997s, input_fired_time: 0.8617703915, output_fired_time: 0.0000000000, propagate_forward_time: 23.1255245209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4503345490
validation[          , genome 18325] predictions:    9868/  10000 (98.68%), best:    9872/10000 (98.72%), error:       431.22617, best error:       424.16974 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 317.7035522461s, input_fired_time: 8.1586494446, output_fired_time: 4.9749088287, propagate_forward_time: 113.0235748291, propagate_backward_time: 183.4107818604, weight_update_time: 0.3337398469, other_time: 8.1356201172
epoch time: 24.5343627930s, input_fired_time: 0.8615506291, output_fired_time: 0.0000000000, propagate_forward_time: 22.2106361389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4621753693
validation[          , genome 18325] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       415.92105, best error:       415.92105 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 320.1332397461s, input_fired_time: 8.1782751083, output_fired_time: 8.9688835144, propagate_forward_time: 111.2255096436, propagate_backward_time: 183.6347045898, weight_update_time: 0.3363353908, other_time: 8.1258697510
epoch time: 25.6049709320s, input_fired_time: 0.8641787171, output_fired_time: 0.0000000000, propagate_forward_time: 23.2657184601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4750728607
validation[          , genome 18325] predictions:    9828/  10000 (98.28%), best:    9858/10000 (98.58%), error:       525.83423, best error:       415.92105 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 317.5562133789s, input_fired_time: 9.1383037567, output_fired_time: 7.9594993591, propagate_forward_time: 108.9888076782, propagate_backward_time: 182.3459167480, weight_update_time: 0.3339509666, other_time: 9.1236877441
epoch time: 25.4757747650s, input_fired_time: 0.8572010994, output_fired_time: 0.0000000000, propagate_forward_time: 23.1562366486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4623374939
validation[          , genome 18325] predictions:    9875/  10000 (98.75%), best:    9858/10000 (98.58%), error:       419.36755, best error:       415.92105 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 318.3585815430s, input_fired_time: 8.1447324753, output_fired_time: 6.9607548714, propagate_forward_time: 109.9444351196, propagate_backward_time: 183.1992187500, weight_update_time: 0.3334181011, other_time: 10.1094360352
epoch time: 24.9472770691s, input_fired_time: 0.8808650970, output_fired_time: 0.0000000000, propagate_forward_time: 22.5594215393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5069904327
validation[          , genome 18325] predictions:    9826/  10000 (98.26%), best:    9858/10000 (98.58%), error:       542.97900, best error:       415.92105 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 318.7673645020s, input_fired_time: 8.1646890640, output_fired_time: 5.9755797386, propagate_forward_time: 114.0801315308, propagate_backward_time: 181.4143066406, weight_update_time: 0.3330004811, other_time: 9.1326293945
epoch time: 25.5248966217s, input_fired_time: 0.8624250889, output_fired_time: 0.0000000000, propagate_forward_time: 23.1876296997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4748420715
validation[          , genome 18325] predictions:    9860/  10000 (98.60%), best:    9858/10000 (98.58%), error:       481.74991, best error:       415.92105 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 319.8450012207s, input_fired_time: 9.1833028793, output_fired_time: 4.9826593399, propagate_forward_time: 114.4760513306, propagate_backward_time: 183.0382232666, weight_update_time: 0.3332923055, other_time: 8.1647796631
epoch time: 24.6326503754s, input_fired_time: 0.8739522696, output_fired_time: 0.0000000000, propagate_forward_time: 22.2838191986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4748783112
validation[          , genome 18325] predictions:    9878/  10000 (98.78%), best:    9858/10000 (98.58%), error:       423.16470, best error:       415.92105 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 318.7014465332s, input_fired_time: 8.1560020447, output_fired_time: 4.9701566696, propagate_forward_time: 113.1120681763, propagate_backward_time: 182.3499908447, weight_update_time: 0.3327426612, other_time: 10.1132354736
epoch time: 24.4801998138s, input_fired_time: 0.8646950722, output_fired_time: 0.0000000000, propagate_forward_time: 22.1638946533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4516105652
validation[          , genome 18325] predictions:    9869/  10000 (98.69%), best:    9858/10000 (98.58%), error:       442.42181, best error:       415.92105 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 319.4428100586s, input_fired_time: 8.1425180435, output_fired_time: 5.9608712196, propagate_forward_time: 112.9533309937, propagate_backward_time: 183.2651062012, weight_update_time: 0.3337612450, other_time: 9.1209716797
epoch time: 26.5230255127s, input_fired_time: 0.8638330698, output_fired_time: 0.0000000000, propagate_forward_time: 24.2011890411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4580039978
validation[          , genome 18325] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       408.57355, best error:       408.57355 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 320.1955566406s, input_fired_time: 9.1887941360, output_fired_time: 4.9707069397, propagate_forward_time: 112.2187576294, propagate_backward_time: 183.7032775879, weight_update_time: 0.3337343633, other_time: 10.1140441895
epoch time: 25.5623531342s, input_fired_time: 0.8659615517, output_fired_time: 0.0000000000, propagate_forward_time: 23.2329692841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4634227753
validation[          , genome 18325] predictions:    9869/  10000 (98.69%), best:    9880/10000 (98.80%), error:       448.60907, best error:       408.57355 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 321.9250793457s, input_fired_time: 9.2242507935, output_fired_time: 5.9690814018, propagate_forward_time: 116.4988708496, propagate_backward_time: 182.0740051270, weight_update_time: 0.3347677588, other_time: 8.1588745117
epoch time: 24.5939598083s, input_fired_time: 0.8705362082, output_fired_time: 0.0000000000, propagate_forward_time: 22.2578296661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4655933380
validation[          , genome 18325] predictions:    9848/  10000 (98.48%), best:    9880/10000 (98.80%), error:       491.96307, best error:       408.57355 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 318.4124450684s, input_fired_time: 10.2265872955, output_fired_time: 5.9907631874, propagate_forward_time: 111.2812728882, propagate_backward_time: 180.7805938721, weight_update_time: 0.3325377405, other_time: 10.1332244873
epoch time: 25.7479877472s, input_fired_time: 0.8777379394, output_fired_time: 0.0000000000, propagate_forward_time: 23.3839511871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4862995148
validation[          , genome 18325] predictions:    9873/  10000 (98.73%), best:    9880/10000 (98.80%), error:       428.80954, best error:       408.57355 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 319.9155578613s, input_fired_time: 8.1918926239, output_fired_time: 4.9655804634, propagate_forward_time: 112.1009979248, propagate_backward_time: 186.5590057373, weight_update_time: 0.3338734210, other_time: 8.0980834961
epoch time: 24.5147914886s, input_fired_time: 0.8678123355, output_fired_time: 0.0000000000, propagate_forward_time: 22.1861362457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4608421326
validation[          , genome 18325] predictions:    9879/  10000 (98.79%), best:    9880/10000 (98.80%), error:       425.59659, best error:       408.57355 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 322.3789367676s, input_fired_time: 9.2071590424, output_fired_time: 6.9718418121, propagate_forward_time: 113.4831161499, propagate_backward_time: 182.0520782471, weight_update_time: 0.3417175114, other_time: 10.6647491455
epoch time: 25.7454547882s, input_fired_time: 0.8669840693, output_fired_time: 0.0000000000, propagate_forward_time: 23.3294372559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5490341187
validation[          , genome 18325] predictions:    9878/  10000 (98.78%), best:    9880/10000 (98.80%), error:       413.80496, best error:       408.57355 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 318.3168334961s, input_fired_time: 9.1759462357, output_fired_time: 4.9652304649, propagate_forward_time: 110.1659851074, propagate_backward_time: 184.7245483398, weight_update_time: 0.3340295851, other_time: 9.2851257324
epoch time: 24.4742641449s, input_fired_time: 0.8605536819, output_fired_time: 0.0000000000, propagate_forward_time: 22.1641349792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4495754242
validation[          , genome 18325] predictions:    9842/  10000 (98.42%), best:    9880/10000 (98.80%), error:       528.45251, best error:       408.57355 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 319.8808898926s, input_fired_time: 8.1894893646, output_fired_time: 5.9689526558, propagate_forward_time: 108.0916900635, propagate_backward_time: 188.4704742432, weight_update_time: 0.3333602250, other_time: 9.1602783203
epoch time: 26.5003242493s, input_fired_time: 0.8679036498, output_fired_time: 0.0000000000, propagate_forward_time: 24.1751594543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4572620392
validation[          , genome 18325] predictions:    9856/  10000 (98.56%), best:    9880/10000 (98.80%), error:       462.42029, best error:       408.57355 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 316.8337402344s, input_fired_time: 8.1953735352, output_fired_time: 5.9660491943, propagate_forward_time: 109.1280364990, propagate_backward_time: 183.4133148193, weight_update_time: 0.3332035542, other_time: 10.1309509277
epoch time: 25.4753990173s, input_fired_time: 0.8658263683, output_fired_time: 0.0000000000, propagate_forward_time: 23.1526679993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4569053650
validation[          , genome 18325] predictions:    9876/  10000 (98.76%), best:    9880/10000 (98.80%), error:       416.47760, best error:       408.57355 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 317.5484313965s, input_fired_time: 9.1762647629, output_fired_time: 4.9701981544, propagate_forward_time: 111.0353698730, propagate_backward_time: 181.2330017090, weight_update_time: 0.3333306313, other_time: 11.1336059570
epoch time: 24.6871910095s, input_fired_time: 0.8762665391, output_fired_time: 0.0000000000, propagate_forward_time: 22.3280868530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4828376770
validation[          , genome 18325] predictions:    9872/  10000 (98.72%), best:    9880/10000 (98.80%), error:       420.57971, best error:       408.57355 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 318.2876281738s, input_fired_time: 9.2141675949, output_fired_time: 6.9883861542, propagate_forward_time: 113.2502593994, propagate_backward_time: 179.6865234375, weight_update_time: 0.3354523778, other_time: 9.1483001709
epoch time: 26.5675697327s, input_fired_time: 1.8692424297, output_fired_time: 0.0000000000, propagate_forward_time: 23.2299995422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4683284760
validation[          , genome 18325] predictions:    9867/  10000 (98.67%), best:    9880/10000 (98.80%), error:       460.09195, best error:       408.57355 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 316.7816467285s, input_fired_time: 9.1964664459, output_fired_time: 5.9714245796, propagate_forward_time: 112.0884246826, propagate_backward_time: 180.4000396729, weight_update_time: 0.3338829875, other_time: 9.1252746582
epoch time: 25.5032291412s, input_fired_time: 0.8662058711, output_fired_time: 0.0000000000, propagate_forward_time: 23.1881351471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4488887787
validation[          , genome 18325] predictions:    9867/  10000 (98.67%), best:    9880/10000 (98.80%), error:       487.34570, best error:       408.57355 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 320.1968994141s, input_fired_time: 8.2160148621, output_fired_time: 4.9790987968, propagate_forward_time: 110.2291030884, propagate_backward_time: 186.6388702393, weight_update_time: 0.3340188265, other_time: 10.1338348389
epoch time: 24.4197139740s, input_fired_time: 0.8633435369, output_fired_time: 0.0000000000, propagate_forward_time: 22.1076049805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4487648010
validation[          , genome 18325] predictions:    9874/  10000 (98.74%), best:    9880/10000 (98.80%), error:       423.29730, best error:       408.57355 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 318.7425537109s, input_fired_time: 8.1808071136, output_fired_time: 6.9739589691, propagate_forward_time: 112.0630416870, propagate_backward_time: 182.4330749512, weight_update_time: 0.3332969844, other_time: 9.0916442871
epoch time: 25.4789676666s, input_fired_time: 0.8663915396, output_fired_time: 0.0000000000, propagate_forward_time: 23.1607322693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4518432617
validation[          , genome 18325] predictions:    9875/  10000 (98.75%), best:    9880/10000 (98.80%), error:       427.29489, best error:       408.57355 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 318.4305419922s, input_fired_time: 8.1986007690, output_fired_time: 4.9609980583, propagate_forward_time: 111.9447860718, propagate_backward_time: 184.2214508057, weight_update_time: 1.3337084055, other_time: 9.1046905518
epoch time: 24.5004787445s, input_fired_time: 0.8674760461, output_fired_time: 0.0000000000, propagate_forward_time: 22.1782455444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4547576904
validation[          , genome 18325] predictions:    9871/  10000 (98.71%), best:    9880/10000 (98.80%), error:       433.89154, best error:       408.57355 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 317.4521484375s, input_fired_time: 8.1773176193, output_fired_time: 5.9684457779, propagate_forward_time: 123.0094985962, propagate_backward_time: 171.1758728027, weight_update_time: 0.3331960738, other_time: 9.1210327148
epoch time: 24.4863986969s, input_fired_time: 0.8657797575, output_fired_time: 0.0000000000, propagate_forward_time: 22.1700916290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4505271912
validation[          , genome 18325] predictions:    9836/  10000 (98.36%), best:    9880/10000 (98.80%), error:       538.53992, best error:       408.57355 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 321.7362060547s, input_fired_time: 8.2146368027, output_fired_time: 5.9912018776, propagate_forward_time: 113.7839660645, propagate_backward_time: 185.5848388672, weight_update_time: 0.3349817991, other_time: 8.1615600586
epoch time: 25.6295490265s, input_fired_time: 0.8762199283, output_fired_time: 0.0000000000, propagate_forward_time: 22.2765407562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4767875671
validation[          , genome 18325] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       388.47830, best error:       388.47830 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 321.3283081055s, input_fired_time: 9.2067775726, output_fired_time: 4.9703478813, propagate_forward_time: 113.2900466919, propagate_backward_time: 184.6868896484, weight_update_time: 1.3339543343, other_time: 9.1742553711
epoch time: 25.4557247162s, input_fired_time: 0.8631635904, output_fired_time: 0.0000000000, propagate_forward_time: 22.1359233856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4566383362
validation[          , genome 18325] predictions:    9881/  10000 (98.81%), best:    9883/10000 (98.83%), error:       413.91718, best error:       388.47830 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 319.6472473145s, input_fired_time: 8.1851644516, output_fired_time: 4.9620070457, propagate_forward_time: 114.0416870117, propagate_backward_time: 183.3507843018, weight_update_time: 0.3335198164, other_time: 9.1076202393
epoch time: 24.5932121277s, input_fired_time: 1.8799362183, output_fired_time: 0.0000000000, propagate_forward_time: 21.2470092773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4662666321
validation[          , genome 18325] predictions:    9871/  10000 (98.71%), best:    9883/10000 (98.83%), error:       437.80109, best error:       388.47830 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 320.4304504395s, input_fired_time: 11.2456703186, output_fired_time: 4.9661993980, propagate_forward_time: 109.3627090454, propagate_backward_time: 185.7006683350, weight_update_time: 0.3348021805, other_time: 9.1552276611
epoch time: 25.5113334656s, input_fired_time: 0.8727482557, output_fired_time: 0.0000000000, propagate_forward_time: 22.1777534485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4608325958
validation[          , genome 18325] predictions:    9873/  10000 (98.73%), best:    9883/10000 (98.83%), error:       438.89725, best error:       388.47830 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 318.0473327637s, input_fired_time: 10.2204475403, output_fired_time: 5.9688358307, propagate_forward_time: 109.1325683594, propagate_backward_time: 184.5960388184, weight_update_time: 0.3345198929, other_time: 8.1294250488
epoch time: 25.5403079987s, input_fired_time: 0.8720589876, output_fired_time: 0.0000000000, propagate_forward_time: 23.1878509521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4803981781
validation[          , genome 18325] predictions:    9863/  10000 (98.63%), best:    9883/10000 (98.83%), error:       483.59933, best error:       388.47830 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 321.0254516602s, input_fired_time: 9.2218132019, output_fired_time: 4.9738526344, propagate_forward_time: 115.1216812134, propagate_backward_time: 183.5542449951, weight_update_time: 0.3338949680, other_time: 8.1538848877
epoch time: 25.6262226105s, input_fired_time: 0.8758174777, output_fired_time: 0.0000000000, propagate_forward_time: 23.2807044983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4696998596
validation[          , genome 18325] predictions:    9879/  10000 (98.79%), best:    9883/10000 (98.83%), error:       413.42206, best error:       388.47830 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 322.2038879395s, input_fired_time: 8.2400827408, output_fired_time: 5.9760398865, propagate_forward_time: 111.3411712646, propagate_backward_time: 187.9972534180, weight_update_time: 0.3351408243, other_time: 8.6493377686
epoch time: 24.6523284912s, input_fired_time: 0.8744969368, output_fired_time: 0.0000000000, propagate_forward_time: 22.2249088287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5529232025
validation[          , genome 18325] predictions:    9872/  10000 (98.72%), best:    9883/10000 (98.83%), error:       424.11594, best error:       388.47830 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 323.3542175293s, input_fired_time: 9.2402820587, output_fired_time: 6.9774494171, propagate_forward_time: 111.6467132568, propagate_backward_time: 186.4455566406, weight_update_time: 0.3350368142, other_time: 9.0442047119
epoch time: 24.8092823029s, input_fired_time: 0.8870816231, output_fired_time: 0.0000000000, propagate_forward_time: 22.3628997803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5593013763
validation[          , genome 18325] predictions:    9876/  10000 (98.76%), best:    9883/10000 (98.83%), error:       421.59790, best error:       388.47830 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 325.0024414062s, input_fired_time: 8.2750701904, output_fired_time: 5.0034666061, propagate_forward_time: 112.3011093140, propagate_backward_time: 189.4024963379, weight_update_time: 0.3351154327, other_time: 10.0202636719
epoch time: 24.6729526520s, input_fired_time: 0.8755550981, output_fired_time: 0.0000000000, propagate_forward_time: 22.2437782288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5536193848
validation[          , genome 18325] predictions:    9881/  10000 (98.81%), best:    9883/10000 (98.83%), error:       415.00034, best error:       388.47830 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 320.5109558105s, input_fired_time: 9.2125730515, output_fired_time: 5.9711227417, propagate_forward_time: 113.3457260132, propagate_backward_time: 181.0578308105, weight_update_time: 0.3338262737, other_time: 10.9236755371
epoch time: 25.6272354126s, input_fired_time: 0.8739063740, output_fired_time: 0.0000000000, propagate_forward_time: 23.2395725250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5137557983
validation[          , genome 18325] predictions:    9862/  10000 (98.62%), best:    9883/10000 (98.83%), error:       468.41599, best error:       388.47830 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 322.1346435547s, input_fired_time: 8.2307233810, output_fired_time: 5.9906749725, propagate_forward_time: 112.0108261108, propagate_backward_time: 185.9464874268, weight_update_time: 0.3351331949, other_time: 9.9559478760
epoch time: 24.7464923859s, input_fired_time: 0.8766944408, output_fired_time: 0.0000000000, propagate_forward_time: 22.3352680206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5345306396
validation[          , genome 18325] predictions:    9879/  10000 (98.79%), best:    9883/10000 (98.83%), error:       419.80139, best error:       388.47830 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 319.1644897461s, input_fired_time: 9.2172574997, output_fired_time: 5.9668188095, propagate_forward_time: 112.1333160400, propagate_backward_time: 182.5310821533, weight_update_time: 0.3339381516, other_time: 9.3160095215
epoch time: 25.4468803406s, input_fired_time: 1.8731561899, output_fired_time: 0.0000000000, propagate_forward_time: 22.1246032715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4491214752
validation[          , genome 18325] predictions:    9869/  10000 (98.69%), best:    9883/10000 (98.83%), error:       426.31024, best error:       388.47830 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 318.2254333496s, input_fired_time: 10.2485733032, output_fired_time: 5.9793248177, propagate_forward_time: 111.2849273682, propagate_backward_time: 182.5944976807, weight_update_time: 0.3364667296, other_time: 8.1181030273
epoch time: 24.4267959595s, input_fired_time: 0.8661507368, output_fired_time: 0.0000000000, propagate_forward_time: 22.1187858582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4418601990
validation[          , genome 18325] predictions:    9870/  10000 (98.70%), best:    9883/10000 (98.83%), error:       443.72366, best error:       388.47830 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 321.4758605957s, input_fired_time: 9.1878213882, output_fired_time: 5.9678277969, propagate_forward_time: 116.9953689575, propagate_backward_time: 181.2355194092, weight_update_time: 0.3328076303, other_time: 8.0893096924
epoch time: 25.5606250763s, input_fired_time: 0.8771647811, output_fired_time: 0.0000000000, propagate_forward_time: 23.2269077301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4565525055
validation[          , genome 18325] predictions:    9869/  10000 (98.69%), best:    9883/10000 (98.83%), error:       429.38831, best error:       388.47830 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 320.2579040527s, input_fired_time: 11.1877088547, output_fired_time: 4.9638767242, propagate_forward_time: 110.8980255127, propagate_backward_time: 185.1320037842, weight_update_time: 0.3335483074, other_time: 8.0762939453
epoch time: 24.4756069183s, input_fired_time: 0.8714154959, output_fired_time: 0.0000000000, propagate_forward_time: 22.1520347595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4521560669
validation[          , genome 18325] predictions:    9859/  10000 (98.59%), best:    9883/10000 (98.83%), error:       444.74081, best error:       388.47830 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 317.3299865723s, input_fired_time: 10.1944522858, output_fired_time: 4.9658503532, propagate_forward_time: 113.9214782715, propagate_backward_time: 179.1532135010, weight_update_time: 0.3332860172, other_time: 9.0949859619
epoch time: 24.4678115845s, input_fired_time: 0.8715423942, output_fired_time: 0.0000000000, propagate_forward_time: 22.1494102478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4468593597
validation[          , genome 18325] predictions:    9859/  10000 (98.59%), best:    9883/10000 (98.83%), error:       462.18295, best error:       388.47830 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 317.2384338379s, input_fired_time: 9.1982975006, output_fired_time: 5.9552087784, propagate_forward_time: 113.9012298584, propagate_backward_time: 178.1221313477, weight_update_time: 0.3331136703, other_time: 10.0615692139
epoch time: 25.4334926605s, input_fired_time: 0.8696974516, output_fired_time: 0.0000000000, propagate_forward_time: 23.1225395203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4412555695
validation[          , genome 18325] predictions:    9865/  10000 (98.65%), best:    9883/10000 (98.83%), error:       439.63107, best error:       388.47830 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 317.5474548340s, input_fired_time: 8.2057189941, output_fired_time: 4.9633650780, propagate_forward_time: 118.9889144897, propagate_backward_time: 177.2994995117, weight_update_time: 0.3329682350, other_time: 8.0899353027
epoch time: 25.4738636017s, input_fired_time: 0.8722881675, output_fired_time: 0.0000000000, propagate_forward_time: 23.1466655731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4549102783
validation[          , genome 18325] predictions:    9881/  10000 (98.81%), best:    9883/10000 (98.83%), error:       412.48267, best error:       388.47830 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 322.5870361328s, input_fired_time: 8.1977405548, output_fired_time: 4.9618010521, propagate_forward_time: 116.0966567993, propagate_backward_time: 184.2407989502, weight_update_time: 0.3334535658, other_time: 9.0900421143
epoch time: 25.5160541534s, input_fired_time: 1.8757972717, output_fired_time: 0.0000000000, propagate_forward_time: 21.1728801727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4673767090
validation[          , genome 18325] predictions:    9878/  10000 (98.78%), best:    9883/10000 (98.83%), error:       434.36234, best error:       388.47830 on epoch:    82, 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: 124.8343734741s, input_fired_time: 5.4052753448, output_fired_time: 0.0000000000, propagate_forward_time: 112.0737228394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.3553771973
best training[          , genome 18325] predictions:   49987/  50000 (99.97%), best:    9883/10000 (98.83%), error:       259.91714, best error:       388.47830 on epoch:    82, 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: 25.4206905365s, input_fired_time: 0.8545303345, output_fired_time: 0.0000000000, propagate_forward_time: 23.1209335327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4452266693
   testing[          , genome 18325] predictions:    9868/  10000 (98.68%), best:    9883/10000 (98.83%), error:       382.82062, best error:       388.47830 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:36:29 (9284): called boinc_finish(0)

</stderr_txt>
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