Nameexact_genome_1512568488_43_7039_0
Workunit2606465
Created7 Dec 2017, 23:25:06 UTC
Sent7 Dec 2017, 23:33:48 UTC
Report deadline15 Dec 2017, 17:58:57 UTC
Received8 Dec 2017, 9:24:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67668
Run time2 hours 24 min 31 sec
CPU time2 hours 24 min 31 sec
Validate stateValid
Credit1,941.87
Device peak FLOPS4.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.86 MB
Peak swap size151.51 MB
Peak disk usage1.13 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
rning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 79.4993591309s, input_fired_time: 0.7246665955, output_fired_time: 0.4480070770, propagate_forward_time: 32.4026260376, propagate_backward_time: 44.2063217163, weight_update_time: 0.0820412487, other_time: 1.7177352905
epoch time: 6.9284701347s, input_fired_time: 0.0752456784, output_fired_time: 0.0000000000, propagate_forward_time: 6.5571303368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2960939407
validation[          , genome  7039] predictions:    9643/  10000 (96.43%), best:    9698/10000 (96.98%), error:      1185.91968, best error:      1046.90283 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 80.3452529907s, input_fired_time: 0.7105364799, output_fired_time: 0.4534962177, propagate_forward_time: 32.7672500610, propagate_backward_time: 44.7057685852, weight_update_time: 0.0833784118, other_time: 1.7082023621
epoch time: 6.5507149696s, input_fired_time: 0.0712691993, output_fired_time: 0.0000000000, propagate_forward_time: 6.2003154755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2791304588
validation[          , genome  7039] predictions:    9684/  10000 (96.84%), best:    9698/10000 (96.98%), error:      1055.76233, best error:      1046.90283 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 77.5589447021s, input_fired_time: 0.6994201541, output_fired_time: 0.4388707280, propagate_forward_time: 31.5706844330, propagate_backward_time: 43.2274780273, weight_update_time: 0.0824222043, other_time: 1.6224899292
epoch time: 6.4679503441s, input_fired_time: 0.0710621327, output_fired_time: 0.0000000000, propagate_forward_time: 6.1209697723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2759184837
validation[          , genome  7039] predictions:    9670/  10000 (96.70%), best:    9698/10000 (96.98%), error:      1080.23950, best error:      1046.90283 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 82.0669631958s, input_fired_time: 0.7579338551, output_fired_time: 0.4749687612, propagate_forward_time: 33.4575996399, propagate_backward_time: 45.6681404114, weight_update_time: 0.0859071389, other_time: 1.7083206177
epoch time: 6.4632153511s, input_fired_time: 0.0688517913, output_fired_time: 0.0000000000, propagate_forward_time: 6.1152844429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2790789604
validation[          , genome  7039] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1008.79089, best error:      1008.79089 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 77.6535949707s, input_fired_time: 0.7043875456, output_fired_time: 0.4639031887, propagate_forward_time: 31.5591239929, propagate_backward_time: 43.2283744812, weight_update_time: 0.0830605924, other_time: 1.6978073120
epoch time: 6.6069006920s, input_fired_time: 0.0718696862, output_fired_time: 0.0000000000, propagate_forward_time: 6.2384295464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2966012955
validation[          , genome  7039] predictions:    9697/  10000 (96.97%), best:    9670/10000 (96.70%), error:      1031.29041, best error:      1008.79089 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 80.0160140991s, input_fired_time: 0.7132057548, output_fired_time: 0.4495573640, propagate_forward_time: 32.6528930664, propagate_backward_time: 44.5315055847, weight_update_time: 0.0859524459, other_time: 1.6688575745
epoch time: 6.4393362999s, input_fired_time: 0.0711631253, output_fired_time: 0.0000000000, propagate_forward_time: 6.0919733047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2761998177
validation[          , genome  7039] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1004.70026, best error:      1004.70026 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 79.0720748901s, input_fired_time: 0.7069076896, output_fired_time: 0.4469996691, propagate_forward_time: 32.1430397034, propagate_backward_time: 44.1165237427, weight_update_time: 0.0836929530, other_time: 1.6586036682
epoch time: 6.6513862610s, input_fired_time: 0.0730178356, output_fired_time: 0.0000000000, propagate_forward_time: 6.2970266342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2813415527
validation[          , genome  7039] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       889.68005, best error:       889.68005 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 76.1689834595s, input_fired_time: 0.6926487088, output_fired_time: 0.4324533939, propagate_forward_time: 30.9928283691, propagate_backward_time: 42.4579162598, weight_update_time: 0.0822471455, other_time: 1.5931320190
epoch time: 7.3905329704s, input_fired_time: 0.0787766799, output_fired_time: 0.0000000000, propagate_forward_time: 7.0073947906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3043613434
validation[          , genome  7039] predictions:    9656/  10000 (96.56%), best:    9719/10000 (97.19%), error:      1100.86548, best error:       889.68005 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 81.1582107544s, input_fired_time: 0.7223649621, output_fired_time: 0.4522017539, propagate_forward_time: 32.9252700806, propagate_backward_time: 45.3485679626, weight_update_time: 0.0876058042, other_time: 1.7098045349
epoch time: 7.5968713760s, input_fired_time: 0.0777981132, output_fired_time: 0.0000000000, propagate_forward_time: 7.2102804184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3087930679
validation[          , genome  7039] predictions:    9685/  10000 (96.85%), best:    9719/10000 (97.19%), error:      1053.26282, best error:       889.68005 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 84.2658691406s, input_fired_time: 0.7682194114, output_fired_time: 0.4591470063, propagate_forward_time: 34.3528862000, propagate_backward_time: 46.9105415344, weight_update_time: 0.0864245892, other_time: 1.7750778198
epoch time: 7.2936177254s, input_fired_time: 0.0777191892, output_fired_time: 0.0000000000, propagate_forward_time: 6.8960509300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198475838
validation[          , genome  7039] predictions:    9685/  10000 (96.85%), best:    9719/10000 (97.19%), error:       964.53748, best error:       889.68005 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 84.7894439697s, input_fired_time: 0.7528646588, output_fired_time: 0.4648389220, propagate_forward_time: 34.4735908508, propagate_backward_time: 47.3090744019, weight_update_time: 0.0875698850, other_time: 1.7890815735
epoch time: 7.9590449333s, input_fired_time: 0.0839979500, output_fired_time: 0.0000000000, propagate_forward_time: 7.5500197411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3250274658
validation[          , genome  7039] predictions:    9701/  10000 (97.01%), best:    9719/10000 (97.19%), error:       931.96979, best error:       889.68005 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 79.8955841064s, input_fired_time: 0.7291081548, output_fired_time: 0.4419738650, propagate_forward_time: 32.3426361084, propagate_backward_time: 44.7438812256, weight_update_time: 0.0835357457, other_time: 1.6379852295
epoch time: 7.8339109421s, input_fired_time: 0.0811455697, output_fired_time: 0.0000000000, propagate_forward_time: 7.4192833900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3334817886
validation[          , genome  7039] predictions:    9703/  10000 (97.03%), best:    9719/10000 (97.19%), error:       955.79865, best error:       889.68005 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 79.7937088013s, input_fired_time: 0.7509355545, output_fired_time: 0.4396177530, propagate_forward_time: 32.6068763733, propagate_backward_time: 44.3202514648, weight_update_time: 0.0812590495, other_time: 1.6760215759
epoch time: 6.5958695412s, input_fired_time: 0.0722182915, output_fired_time: 0.0000000000, propagate_forward_time: 6.2418184280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2818326950
validation[          , genome  7039] predictions:    9698/  10000 (96.98%), best:    9719/10000 (97.19%), error:      1002.73352, best error:       889.68005 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 85.5846252441s, input_fired_time: 0.7612517476, output_fired_time: 0.4674307406, propagate_forward_time: 34.7492141724, propagate_backward_time: 47.7860069275, weight_update_time: 0.0881653875, other_time: 1.8207206726
epoch time: 7.2141194344s, input_fired_time: 0.0788570940, output_fired_time: 0.0000000000, propagate_forward_time: 6.8249921799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3102703094
validation[          , genome  7039] predictions:    9701/  10000 (97.01%), best:    9719/10000 (97.19%), error:       956.92310, best error:       889.68005 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 81.5217895508s, input_fired_time: 0.7230923176, output_fired_time: 0.4922330379, propagate_forward_time: 33.1665954590, propagate_backward_time: 45.3632698059, weight_update_time: 0.0856547132, other_time: 1.7765998840
epoch time: 7.1085805893s, input_fired_time: 0.0767328292, output_fired_time: 0.0000000000, propagate_forward_time: 6.7159109116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3159370422
validation[          , genome  7039] predictions:    9684/  10000 (96.84%), best:    9719/10000 (97.19%), error:       992.85956, best error:       889.68005 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 79.0828628540s, input_fired_time: 0.7302451730, output_fired_time: 0.4438464642, propagate_forward_time: 32.1030387878, propagate_backward_time: 44.1457977295, weight_update_time: 0.0835172907, other_time: 1.6599311829
epoch time: 6.4084067345s, input_fired_time: 0.0715020746, output_fired_time: 0.0000000000, propagate_forward_time: 6.0604004860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2765040398
validation[          , genome  7039] predictions:    9687/  10000 (96.87%), best:    9719/10000 (97.19%), error:       992.46838, best error:       889.68005 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 78.3939208984s, input_fired_time: 0.7138646245, output_fired_time: 0.4420045912, propagate_forward_time: 31.8583164215, propagate_backward_time: 43.7389144897, weight_update_time: 0.0833168253, other_time: 1.6408233643
epoch time: 6.4888606071s, input_fired_time: 0.0731907859, output_fired_time: 0.0000000000, propagate_forward_time: 6.1347770691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2808928490
validation[          , genome  7039] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       888.42468, best error:       888.42468 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 81.5135421753s, input_fired_time: 0.7246623635, output_fired_time: 0.4508547187, propagate_forward_time: 33.1784934998, propagate_backward_time: 45.4556388855, weight_update_time: 0.0857467204, other_time: 1.7038955688
epoch time: 9.5812616348s, input_fired_time: 0.0957657397, output_fired_time: 0.0000000000, propagate_forward_time: 9.0946874619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908081055
validation[          , genome  7039] predictions:    9714/  10000 (97.14%), best:    9737/10000 (97.37%), error:       922.83600, best error:       888.42468 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 83.7409439087s, input_fired_time: 0.7423577905, output_fired_time: 0.4813440144, propagate_forward_time: 34.1417083740, propagate_backward_time: 46.5747413635, weight_update_time: 0.0881906375, other_time: 1.8007926941
epoch time: 7.6896204948s, input_fired_time: 0.1008878499, output_fired_time: 0.0000000000, propagate_forward_time: 7.2729816437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3157510757
validation[          , genome  7039] predictions:    9567/  10000 (95.67%), best:    9737/10000 (97.37%), error:      1495.19128, best error:       888.42468 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 84.9854812622s, input_fired_time: 0.7420926094, output_fired_time: 0.4688584805, propagate_forward_time: 34.6421127319, propagate_backward_time: 47.3948326111, weight_update_time: 0.0885733664, other_time: 1.7375831604
epoch time: 7.3859887123s, input_fired_time: 0.0794555023, output_fired_time: 0.0000000000, propagate_forward_time: 7.0010085106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3055248260
validation[          , genome  7039] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       885.69208, best error:       885.69208 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 78.6129760742s, input_fired_time: 0.7096294761, output_fired_time: 0.4599909782, propagate_forward_time: 31.9403171539, propagate_backward_time: 43.8575134277, weight_update_time: 0.0841539204, other_time: 1.6455230713
epoch time: 6.5644598007s, input_fired_time: 0.0727804825, output_fired_time: 0.0000000000, propagate_forward_time: 6.2097320557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2819471359
validation[          , genome  7039] predictions:    9701/  10000 (97.01%), best:    9728/10000 (97.28%), error:       911.42938, best error:       885.69208 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 83.0306930542s, input_fired_time: 0.7531563640, output_fired_time: 0.4614674449, propagate_forward_time: 33.8971710205, propagate_backward_time: 46.1726341248, weight_update_time: 0.0862322897, other_time: 1.7462654114
epoch time: 6.6155586243s, input_fired_time: 0.0736557767, output_fired_time: 0.0000000000, propagate_forward_time: 6.2601547241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2817482948
validation[          , genome  7039] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       871.67004, best error:       871.67004 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 80.2271347046s, input_fired_time: 0.7189841270, output_fired_time: 0.4687476158, propagate_forward_time: 32.7122840881, propagate_backward_time: 44.6409606934, weight_update_time: 0.0855080336, other_time: 1.6861534119
epoch time: 6.6242294312s, input_fired_time: 0.0734092817, output_fired_time: 0.0000000000, propagate_forward_time: 6.2602772713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905430794
validation[          , genome  7039] predictions:    9704/  10000 (97.04%), best:    9733/10000 (97.33%), error:       967.33014, best error:       871.67004 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 79.6517868042s, input_fired_time: 0.7212800980, output_fired_time: 0.4474596977, propagate_forward_time: 32.4368934631, propagate_backward_time: 44.3766326904, weight_update_time: 0.0853361636, other_time: 1.6695213318
epoch time: 6.5804071426s, input_fired_time: 0.0723923221, output_fired_time: 0.0000000000, propagate_forward_time: 6.2291336060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2788810730
validation[          , genome  7039] predictions:    9316/  10000 (93.16%), best:    9733/10000 (97.33%), error:      2334.07129, best error:       871.67004 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

resetting weights to those on epoch: 35
epoch time: 79.4489212036s, input_fired_time: 0.7129706144, output_fired_time: 0.4646721482, propagate_forward_time: 32.2326698303, propagate_backward_time: 44.4004898071, weight_update_time: 0.0849156976, other_time: 1.6381187439
epoch time: 6.4861764908s, input_fired_time: 0.0722712129, output_fired_time: 0.0000000000, propagate_forward_time: 6.1372232437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2766819000
validation[          , genome  7039] predictions:    9717/  10000 (97.17%), best:    9733/10000 (97.33%), error:       916.09595, best error:       871.67004 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 76.3375167847s, input_fired_time: 0.7001022696, output_fired_time: 0.4350469112, propagate_forward_time: 30.9962768555, propagate_backward_time: 42.6168327332, weight_update_time: 0.0821831524, other_time: 1.5892601013
epoch time: 6.7626428604s, input_fired_time: 0.0755227283, output_fired_time: 0.0000000000, propagate_forward_time: 6.3971848488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2899351120
validation[          , genome  7039] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       822.10736, best error:       822.10736 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 76.6888809204s, input_fired_time: 0.7040527463, output_fired_time: 0.4387672544, propagate_forward_time: 31.2916069031, propagate_backward_time: 42.6420707703, weight_update_time: 0.0834311992, other_time: 1.6123809814
epoch time: 6.4984645844s, input_fired_time: 0.0742451549, output_fired_time: 0.0000000000, propagate_forward_time: 6.1472849846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2769346237
validation[          , genome  7039] predictions:    9733/  10000 (97.33%), best:    9745/10000 (97.45%), error:       896.10931, best error:       822.10736 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 79.5429992676s, input_fired_time: 0.7173887491, output_fired_time: 0.4466760755, propagate_forward_time: 32.4562988281, propagate_backward_time: 44.2605361938, weight_update_time: 0.0847600400, other_time: 1.6620941162
epoch time: 7.1016612053s, input_fired_time: 0.0779205859, output_fired_time: 0.0000000000, propagate_forward_time: 6.7262086868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2975320816
validation[          , genome  7039] predictions:    9696/  10000 (96.96%), best:    9745/10000 (97.45%), error:       940.98053, best error:       822.10736 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 81.4781112671s, input_fired_time: 0.7490676045, output_fired_time: 0.4566048980, propagate_forward_time: 33.1752395630, propagate_backward_time: 45.4112205505, weight_update_time: 0.0872289166, other_time: 1.6859779358
epoch time: 6.6752815247s, input_fired_time: 0.0767454430, output_fired_time: 0.0000000000, propagate_forward_time: 6.3076233864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909126282
validation[          , genome  7039] predictions:    9746/  10000 (97.46%), best:    9745/10000 (97.45%), error:       856.08691, best error:       822.10736 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 78.6656341553s, input_fired_time: 0.7131090164, output_fired_time: 0.4450076222, propagate_forward_time: 31.9787387848, propagate_backward_time: 43.8962821960, weight_update_time: 0.0851070136, other_time: 1.6324958801
epoch time: 6.4145755768s, input_fired_time: 0.0718833804, output_fired_time: 0.0000000000, propagate_forward_time: 6.0663275719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2763648033
validation[          , genome  7039] predictions:    9725/  10000 (97.25%), best:    9745/10000 (97.45%), error:       888.16931, best error:       822.10736 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 76.0127563477s, input_fired_time: 0.6947320700, output_fired_time: 0.4293440878, propagate_forward_time: 30.9379634857, propagate_backward_time: 42.3560142517, weight_update_time: 0.0777265355, other_time: 1.5946998596
epoch time: 6.3691849709s, input_fired_time: 0.0706538185, output_fired_time: 0.0000000000, propagate_forward_time: 6.0237126350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2748184204
validation[          , genome  7039] predictions:    9740/  10000 (97.40%), best:    9745/10000 (97.45%), error:       837.48083, best error:       822.10736 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 79.6945571899s, input_fired_time: 0.7185488343, output_fired_time: 0.4503021240, propagate_forward_time: 32.5464515686, propagate_backward_time: 44.2362976074, weight_update_time: 0.0825160891, other_time: 1.7429542542
epoch time: 6.3802509308s, input_fired_time: 0.0727758259, output_fired_time: 0.0000000000, propagate_forward_time: 6.0274944305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2799806595
validation[          , genome  7039] predictions:    9684/  10000 (96.84%), best:    9745/10000 (97.45%), error:      1030.57886, best error:       822.10736 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 77.2897415161s, input_fired_time: 0.7021816969, output_fired_time: 0.4345765412, propagate_forward_time: 31.4127178192, propagate_backward_time: 43.0765037537, weight_update_time: 0.0784184188, other_time: 1.6637611389
epoch time: 6.3801522255s, input_fired_time: 0.0720358491, output_fired_time: 0.0000000000, propagate_forward_time: 6.0310354233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2770810127
validation[          , genome  7039] predictions:    9668/  10000 (96.68%), best:    9745/10000 (97.45%), error:      1089.53821, best error:       822.10736 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 76.2509994507s, input_fired_time: 0.7051256895, output_fired_time: 0.4331711829, propagate_forward_time: 31.0749225616, propagate_backward_time: 42.4148216248, weight_update_time: 0.0815586895, other_time: 1.6229591370
epoch time: 6.7380104065s, input_fired_time: 0.0747461468, output_fired_time: 0.0000000000, propagate_forward_time: 6.3715667725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2916975021
validation[          , genome  7039] predictions:    9722/  10000 (97.22%), best:    9745/10000 (97.45%), error:       895.70361, best error:       822.10736 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 76.7322540283s, input_fired_time: 0.7072856426, output_fired_time: 0.4362449348, propagate_forward_time: 31.2314662933, propagate_backward_time: 42.7245216370, weight_update_time: 0.0840710402, other_time: 1.6327400208
epoch time: 6.4737896919s, input_fired_time: 0.0728524849, output_fired_time: 0.0000000000, propagate_forward_time: 6.1201963425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2807407379
validation[          , genome  7039] predictions:    9730/  10000 (97.30%), best:    9745/10000 (97.45%), error:       883.42328, best error:       822.10736 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 75.9434967041s, input_fired_time: 0.7052714825, output_fired_time: 0.4363771081, propagate_forward_time: 30.9001789093, propagate_backward_time: 42.2822608948, weight_update_time: 0.0828697458, other_time: 1.6194114685
epoch time: 6.6541428566s, input_fired_time: 0.0734043196, output_fired_time: 0.0000000000, propagate_forward_time: 6.2980532646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2826852798
validation[          , genome  7039] predictions:    9728/  10000 (97.28%), best:    9745/10000 (97.45%), error:       877.83081, best error:       822.10736 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 77.6248321533s, input_fired_time: 0.7031744123, output_fired_time: 0.4420675337, propagate_forward_time: 31.5400257111, propagate_backward_time: 43.3280563354, weight_update_time: 0.0805526525, other_time: 1.6115112305
epoch time: 6.8920598030s, input_fired_time: 0.0755220205, output_fired_time: 0.0000000000, propagate_forward_time: 6.5308499336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2856879234
validation[          , genome  7039] predictions:    9733/  10000 (97.33%), best:    9745/10000 (97.45%), error:       852.93884, best error:       822.10736 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 76.6631927490s, input_fired_time: 0.6998387575, output_fired_time: 0.4324630201, propagate_forward_time: 31.0488548279, propagate_backward_time: 42.9174804688, weight_update_time: 0.0776749253, other_time: 1.5645561218
epoch time: 6.4150543213s, input_fired_time: 0.0721390247, output_fired_time: 0.0000000000, propagate_forward_time: 6.0710935593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2718219757
validation[          , genome  7039] predictions:    9720/  10000 (97.20%), best:    9745/10000 (97.45%), error:       856.32587, best error:       822.10736 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 76.9507751465s, input_fired_time: 0.6992405057, output_fired_time: 0.4328234494, propagate_forward_time: 31.3273849487, propagate_backward_time: 42.9299049377, weight_update_time: 0.0782630146, other_time: 1.5614204407
epoch time: 6.5219674110s, input_fired_time: 0.0725481734, output_fired_time: 0.0000000000, propagate_forward_time: 6.1749744415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744445801
validation[          , genome  7039] predictions:    9711/  10000 (97.11%), best:    9745/10000 (97.45%), error:       894.35779, best error:       822.10736 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 79.1819915771s, input_fired_time: 0.7116300464, output_fired_time: 0.4452439845, propagate_forward_time: 32.3427886963, propagate_backward_time: 44.0712738037, weight_update_time: 0.0812283531, other_time: 1.6110534668
epoch time: 6.4462423325s, input_fired_time: 0.0716392100, output_fired_time: 0.0000000000, propagate_forward_time: 6.1033883095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2712149620
validation[          , genome  7039] predictions:    9728/  10000 (97.28%), best:    9745/10000 (97.45%), error:       869.19672, best error:       822.10736 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 75.9447479248s, input_fired_time: 0.6936622858, output_fired_time: 0.4459916055, propagate_forward_time: 30.9264011383, propagate_backward_time: 42.3088188171, weight_update_time: 0.0773629546, other_time: 1.5698738098
epoch time: 6.9344849586s, input_fired_time: 0.0758082420, output_fired_time: 0.0000000000, propagate_forward_time: 6.5718598366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2868170738
validation[          , genome  7039] predictions:    9695/  10000 (96.95%), best:    9745/10000 (97.45%), error:       909.29932, best error:       822.10736 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 78.8538131714s, input_fired_time: 0.7129506469, output_fired_time: 0.4473285973, propagate_forward_time: 32.1609458923, propagate_backward_time: 43.9283332825, weight_update_time: 0.0797108114, other_time: 1.6042556763
epoch time: 7.4709033966s, input_fired_time: 0.0796130821, output_fired_time: 0.0000000000, propagate_forward_time: 7.0882000923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3030900955
validation[          , genome  7039] predictions:    9741/  10000 (97.41%), best:    9745/10000 (97.45%), error:       830.54150, best error:       822.10736 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 77.8351058960s, input_fired_time: 0.7026796937, output_fired_time: 0.4381415546, propagate_forward_time: 31.6799354553, propagate_backward_time: 43.4366188049, weight_update_time: 0.0803640112, other_time: 1.5777282715
epoch time: 6.6758375168s, input_fired_time: 0.0734678730, output_fired_time: 0.0000000000, propagate_forward_time: 6.3251867294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2771830559
validation[          , genome  7039] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       824.87903, best error:       822.10736 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 77.5410156250s, input_fired_time: 0.7005537748, output_fired_time: 0.4395677447, propagate_forward_time: 31.5439720154, propagate_backward_time: 43.2917594910, weight_update_time: 0.0803633183, other_time: 1.5651626587
epoch time: 6.4842805862s, input_fired_time: 0.0718611553, output_fired_time: 0.0000000000, propagate_forward_time: 6.1420617104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2703576088
validation[          , genome  7039] predictions:    9725/  10000 (97.25%), best:    9745/10000 (97.45%), error:       880.93036, best error:       822.10736 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 75.9566802979s, input_fired_time: 0.6952587962, output_fired_time: 0.4319657087, propagate_forward_time: 30.9570159912, propagate_backward_time: 42.3489646912, weight_update_time: 0.0769688115, other_time: 1.5234718323
epoch time: 6.4307184219s, input_fired_time: 0.0717030913, output_fired_time: 0.0000000000, propagate_forward_time: 6.0879497528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2710657120
validation[          , genome  7039] predictions:    9721/  10000 (97.21%), best:    9745/10000 (97.45%), error:       855.26770, best error:       822.10736 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 76.2591781616s, input_fired_time: 0.6946166158, output_fired_time: 0.4312653244, propagate_forward_time: 30.9775085449, propagate_backward_time: 42.6124038696, weight_update_time: 0.0774412155, other_time: 1.5433807373
epoch time: 6.8881683350s, input_fired_time: 0.0757929087, output_fired_time: 0.0000000000, propagate_forward_time: 6.5247998238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2875757217
validation[          , genome  7039] predictions:    9698/  10000 (96.98%), best:    9745/10000 (97.45%), error:       948.07391, best error:       822.10736 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 79.1011047363s, input_fired_time: 0.7103565931, output_fired_time: 0.4432306290, propagate_forward_time: 32.2513656616, propagate_backward_time: 44.0948677063, weight_update_time: 0.0800964162, other_time: 1.6012840271
epoch time: 6.8613786697s, input_fired_time: 0.0760700777, output_fired_time: 0.0000000000, propagate_forward_time: 6.4984292984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2868790627
validation[          , genome  7039] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       820.80847, best error:       820.80847 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 76.5280838013s, input_fired_time: 0.6984687448, output_fired_time: 0.4301536083, propagate_forward_time: 31.2325019836, propagate_backward_time: 42.6232833862, weight_update_time: 0.0775760040, other_time: 1.5436744690
epoch time: 6.4088153839s, input_fired_time: 0.0721205696, output_fired_time: 0.0000000000, propagate_forward_time: 6.0667138100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2699809074
validation[          , genome  7039] predictions:    9735/  10000 (97.35%), best:    9752/10000 (97.52%), error:       874.37549, best error:       820.80847 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 78.8025131226s, input_fired_time: 0.7104759812, output_fired_time: 0.4418212175, propagate_forward_time: 32.0735054016, propagate_backward_time: 43.9716186523, weight_update_time: 0.0807800069, other_time: 1.6050910950
epoch time: 6.5667104721s, input_fired_time: 0.0722614452, output_fired_time: 0.0000000000, propagate_forward_time: 6.2019567490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2924923897
validation[          , genome  7039] predictions:    9736/  10000 (97.36%), best:    9752/10000 (97.52%), error:       865.08240, best error:       820.80847 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 76.0679473877s, input_fired_time: 0.7014968395, output_fired_time: 0.4300179183, propagate_forward_time: 30.9533443451, propagate_backward_time: 42.4179344177, weight_update_time: 0.0784393921, other_time: 1.5651512146
epoch time: 6.4559841156s, input_fired_time: 0.0724045485, output_fired_time: 0.0000000000, propagate_forward_time: 6.1116232872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2719564438
validation[          , genome  7039] predictions:    9743/  10000 (97.43%), best:    9752/10000 (97.52%), error:       848.61926, best error:       820.80847 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 76.6535110474s, input_fired_time: 0.7095757723, output_fired_time: 0.4328471720, propagate_forward_time: 31.1902561188, propagate_backward_time: 42.7084922791, weight_update_time: 0.0797287077, other_time: 1.6123390198
epoch time: 6.9409017563s, input_fired_time: 0.0766768679, output_fired_time: 0.0000000000, propagate_forward_time: 6.5760188103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2882061005
validation[          , genome  7039] predictions:    9714/  10000 (97.14%), best:    9752/10000 (97.52%), error:       916.24072, best error:       820.80847 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 79.9084014893s, input_fired_time: 0.7184960246, output_fired_time: 0.4487080574, propagate_forward_time: 32.4980964661, propagate_backward_time: 44.6210746765, weight_update_time: 0.0807752535, other_time: 1.6220245361
epoch time: 8.0124444962s, input_fired_time: 0.0845496655, output_fired_time: 0.0000000000, propagate_forward_time: 7.6054925919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3224020004
validation[          , genome  7039] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       809.78351, best error:       809.78351 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 74.9925155640s, input_fired_time: 0.7090024948, output_fired_time: 0.4263314903, propagate_forward_time: 30.4603881836, propagate_backward_time: 41.7803039551, weight_update_time: 0.0808080509, other_time: 1.6164932251
epoch time: 6.3790650368s, input_fired_time: 0.0736160874, output_fired_time: 0.0000000000, propagate_forward_time: 6.0267539024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2786951065
validation[          , genome  7039] predictions:    9741/  10000 (97.41%), best:    9754/10000 (97.54%), error:       879.23602, best error:       809.78351 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 79.6968536377s, input_fired_time: 0.7147877216, output_fired_time: 0.4458731711, propagate_forward_time: 32.3554306030, propagate_backward_time: 44.5681800842, weight_update_time: 0.0807698146, other_time: 1.6125831604
epoch time: 6.5519495010s, input_fired_time: 0.0729577765, output_fired_time: 0.0000000000, propagate_forward_time: 6.2049527168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2740387917
validation[          , genome  7039] predictions:    9724/  10000 (97.24%), best:    9754/10000 (97.54%), error:       893.95599, best error:       809.78351 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 76.4941558838s, input_fired_time: 0.7078766823, output_fired_time: 0.4326353967, propagate_forward_time: 31.1391143799, propagate_backward_time: 42.6044921875, weight_update_time: 0.0995530561, other_time: 1.6100387573
epoch time: 7.7657322884s, input_fired_time: 0.0819086432, output_fired_time: 0.0000000000, propagate_forward_time: 7.3706121445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3132114410
validation[          , genome  7039] predictions:    9691/  10000 (96.91%), best:    9754/10000 (97.54%), error:       937.20380, best error:       809.78351 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 76.4399795532s, input_fired_time: 0.7122608423, output_fired_time: 0.4343882799, propagate_forward_time: 30.9907569885, propagate_backward_time: 42.6571083069, weight_update_time: 0.0821205378, other_time: 1.6454696655
epoch time: 6.6274971962s, input_fired_time: 0.0758201703, output_fired_time: 0.0000000000, propagate_forward_time: 6.2688755989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2828016281
validation[          , genome  7039] predictions:    9729/  10000 (97.29%), best:    9754/10000 (97.54%), error:       901.86981, best error:       809.78351 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 78.3247146606s, input_fired_time: 0.7235908508, output_fired_time: 0.4425610900, propagate_forward_time: 31.8506393433, propagate_backward_time: 43.6782417297, weight_update_time: 0.0843352303, other_time: 1.6296806335
epoch time: 6.6746234894s, input_fired_time: 0.0756289214, output_fired_time: 0.0000000000, propagate_forward_time: 6.3138566017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2851381302
validation[          , genome  7039] predictions:    9713/  10000 (97.13%), best:    9754/10000 (97.54%), error:       920.45166, best error:       809.78351 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 76.6672973633s, input_fired_time: 0.7114145160, output_fired_time: 0.4393818080, propagate_forward_time: 31.0842323303, propagate_backward_time: 42.8252029419, weight_update_time: 0.0832232907, other_time: 1.6070594788
epoch time: 6.5666699409s, input_fired_time: 0.0760933906, output_fired_time: 0.0000000000, propagate_forward_time: 6.2071795464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2833971977
validation[          , genome  7039] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       789.32111, best error:       789.32111 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 78.6085891724s, input_fired_time: 0.7215056419, output_fired_time: 0.4409079552, propagate_forward_time: 32.0129165649, propagate_backward_time: 43.7924995422, weight_update_time: 0.0843641087, other_time: 1.6407585144
epoch time: 6.4428043365s, input_fired_time: 0.0734588131, output_fired_time: 0.0000000000, propagate_forward_time: 6.0961136818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732319832
validation[          , genome  7039] predictions:    9720/  10000 (97.20%), best:    9751/10000 (97.51%), error:       886.19189, best error:       789.32111 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 75.2396163940s, input_fired_time: 0.7037061453, output_fired_time: 0.4286407530, propagate_forward_time: 30.5373878479, propagate_backward_time: 41.9945793152, weight_update_time: 0.0819570050, other_time: 1.5753021240
epoch time: 6.4421601295s, input_fired_time: 0.0741223171, output_fired_time: 0.0000000000, propagate_forward_time: 6.0903029442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2777347565
validation[          , genome  7039] predictions:    9684/  10000 (96.84%), best:    9751/10000 (97.51%), error:      1002.74127, best error:       789.32111 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 79.4327468872s, input_fired_time: 0.7203623056, output_fired_time: 0.4486765265, propagate_forward_time: 32.2378349304, propagate_backward_time: 44.3953323364, weight_update_time: 0.0817328393, other_time: 1.6305427551
epoch time: 6.5452542305s, input_fired_time: 0.0746834874, output_fired_time: 0.0000000000, propagate_forward_time: 6.1931619644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2774085999
validation[          , genome  7039] predictions:    9709/  10000 (97.09%), best:    9751/10000 (97.51%), error:       903.63434, best error:       789.32111 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 75.9262619019s, input_fired_time: 0.6999363303, output_fired_time: 0.4346849918, propagate_forward_time: 30.9348392487, propagate_backward_time: 42.3182563782, weight_update_time: 0.0773828104, other_time: 1.5385475159
epoch time: 7.2140769958s, input_fired_time: 0.0791975483, output_fired_time: 0.0000000000, propagate_forward_time: 6.8380560875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2968235016
validation[          , genome  7039] predictions:    9679/  10000 (96.79%), best:    9751/10000 (97.51%), error:      1040.23743, best error:       789.32111 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 78.6026153564s, input_fired_time: 0.7169041634, output_fired_time: 0.4426076412, propagate_forward_time: 32.0057601929, propagate_backward_time: 43.8309974670, weight_update_time: 0.0810593590, other_time: 1.6063499451
epoch time: 6.6879792213s, input_fired_time: 0.0750714913, output_fired_time: 0.0000000000, propagate_forward_time: 6.3332815170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2796263695
validation[          , genome  7039] predictions:    9726/  10000 (97.26%), best:    9751/10000 (97.51%), error:       846.56329, best error:       789.32111 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 77.3229446411s, input_fired_time: 0.7071811557, output_fired_time: 0.4346705377, propagate_forward_time: 31.5524768829, propagate_backward_time: 43.0753631592, weight_update_time: 0.0780503973, other_time: 1.5532531738
epoch time: 6.6535906792s, input_fired_time: 0.0748328716, output_fired_time: 0.0000000000, propagate_forward_time: 6.3008213043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2779364586
validation[          , genome  7039] predictions:    9738/  10000 (97.38%), best:    9751/10000 (97.51%), error:       822.93414, best error:       789.32111 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 76.5600128174s, input_fired_time: 0.7067791820, output_fired_time: 0.4351477921, propagate_forward_time: 31.1815319061, propagate_backward_time: 42.6575012207, weight_update_time: 0.0798315853, other_time: 1.5790481567
epoch time: 6.4001593590s, input_fired_time: 0.0721660107, output_fired_time: 0.0000000000, propagate_forward_time: 6.0573167801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2706766129
validation[          , genome  7039] predictions:    9749/  10000 (97.49%), best:    9751/10000 (97.51%), error:       814.85291, best error:       789.32111 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 79.8013153076s, input_fired_time: 0.7392469049, output_fired_time: 0.4495492578, propagate_forward_time: 32.5485877991, propagate_backward_time: 44.4351310730, weight_update_time: 0.0805091485, other_time: 1.6287994385
epoch time: 6.6567697525s, input_fired_time: 0.0755703300, output_fired_time: 0.0000000000, propagate_forward_time: 6.3007612228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2804384232
validation[          , genome  7039] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       787.23560, best error:       787.23560 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 77.5887756348s, input_fired_time: 0.7185873389, output_fired_time: 0.4360348582, propagate_forward_time: 31.5915641785, propagate_backward_time: 43.2023429871, weight_update_time: 0.0821922943, other_time: 1.6402435303
epoch time: 7.4530682564s, input_fired_time: 0.0809507892, output_fired_time: 0.0000000000, propagate_forward_time: 7.0712900162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3008275032
validation[          , genome  7039] predictions:    9741/  10000 (97.41%), best:    9760/10000 (97.60%), error:       835.96686, best error:       787.23560 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 79.4451599121s, input_fired_time: 0.7246182561, output_fired_time: 0.4422434866, propagate_forward_time: 32.3312034607, propagate_backward_time: 44.2983398438, weight_update_time: 0.0821454525, other_time: 1.6487541199
epoch time: 7.8965826035s, input_fired_time: 0.0857432112, output_fired_time: 0.0000000000, propagate_forward_time: 7.4888596535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219795227
validation[          , genome  7039] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       733.46869, best error:       733.46869 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 76.4956970215s, input_fired_time: 0.7361570597, output_fired_time: 0.4312797785, propagate_forward_time: 31.1248722076, propagate_backward_time: 42.5601425171, weight_update_time: 0.0808384567, other_time: 1.6432418823
epoch time: 6.6199679375s, input_fired_time: 0.0747407451, output_fired_time: 0.0000000000, propagate_forward_time: 6.2689766884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2762503624
validation[          , genome  7039] predictions:    9749/  10000 (97.49%), best:    9761/10000 (97.61%), error:       762.69843, best error:       733.46869 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 77.4337921143s, input_fired_time: 0.7169672251, output_fired_time: 0.4356557727, propagate_forward_time: 31.4768810272, propagate_backward_time: 43.1537666321, weight_update_time: 0.0814533159, other_time: 1.6505241394
epoch time: 6.6071519852s, input_fired_time: 0.0768239722, output_fired_time: 0.0000000000, propagate_forward_time: 6.2466368675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2836909294
validation[          , genome  7039] predictions:    9740/  10000 (97.40%), best:    9761/10000 (97.61%), error:       819.07587, best error:       733.46869 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 80.6897735596s, input_fired_time: 0.7344181538, output_fired_time: 0.4532906115, propagate_forward_time: 32.9004859924, propagate_backward_time: 44.9182739258, weight_update_time: 0.0865951106, other_time: 1.6833000183
epoch time: 6.4779691696s, input_fired_time: 0.0757977962, output_fired_time: 0.0000000000, propagate_forward_time: 6.1242156029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2779555321
validation[          , genome  7039] predictions:    9736/  10000 (97.36%), best:    9761/10000 (97.61%), error:       836.28131, best error:       733.46869 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 75.9478683472s, input_fired_time: 0.7303069830, output_fired_time: 0.4297309816, propagate_forward_time: 30.8745746613, propagate_backward_time: 42.3361358643, weight_update_time: 0.0782834589, other_time: 1.5771179199
epoch time: 6.3927483559s, input_fired_time: 0.0744359270, output_fired_time: 0.0000000000, propagate_forward_time: 6.0425300598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2757825851
validation[          , genome  7039] predictions:    9731/  10000 (97.31%), best:    9761/10000 (97.61%), error:       890.61633, best error:       733.46869 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 77.2409515381s, input_fired_time: 0.7185543776, output_fired_time: 0.4389427900, propagate_forward_time: 31.4751110077, propagate_backward_time: 42.9939956665, weight_update_time: 0.0829169676, other_time: 1.6143493652
epoch time: 6.6567387581s, input_fired_time: 0.0772746578, output_fired_time: 0.0000000000, propagate_forward_time: 6.2977051735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2817587852
validation[          , genome  7039] predictions:    9729/  10000 (97.29%), best:    9761/10000 (97.61%), error:       879.76843, best error:       733.46869 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 75.7148971558s, input_fired_time: 0.7103073001, output_fired_time: 0.4315544367, propagate_forward_time: 30.8328514099, propagate_backward_time: 42.1373023987, weight_update_time: 0.0823859721, other_time: 1.6028823853
epoch time: 6.8308629990s, input_fired_time: 0.0791104883, output_fired_time: 0.0000000000, propagate_forward_time: 6.4595580101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2921943665
validation[          , genome  7039] predictions:    9767/  10000 (97.67%), best:    9761/10000 (97.61%), error:       771.35559, best error:       733.46869 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 76.6577987671s, input_fired_time: 0.7148060799, output_fired_time: 0.4334147871, propagate_forward_time: 31.1238136292, propagate_backward_time: 42.7560958862, weight_update_time: 0.0792732537, other_time: 1.6296653748
epoch time: 6.5957198143s, input_fired_time: 0.0764502138, output_fired_time: 0.0000000000, propagate_forward_time: 6.2349224091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2843470573
validation[          , genome  7039] predictions:    9723/  10000 (97.23%), best:    9761/10000 (97.61%), error:       871.31512, best error:       733.46869 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 80.2796020508s, input_fired_time: 0.7338244915, output_fired_time: 0.4591059983, propagate_forward_time: 32.6059646606, propagate_backward_time: 44.7873115540, weight_update_time: 0.0834855810, other_time: 1.6933937073
epoch time: 6.5440139771s, input_fired_time: 0.0765483528, output_fired_time: 0.0000000000, propagate_forward_time: 6.1858115196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2816538811
validation[          , genome  7039] predictions:    9668/  10000 (96.68%), best:    9761/10000 (97.61%), error:      1082.68518, best error:       733.46869 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 79.0513610840s, input_fired_time: 0.7267474532, output_fired_time: 0.4453563094, propagate_forward_time: 32.1906700134, propagate_backward_time: 44.0432395935, weight_update_time: 0.0815950036, other_time: 1.6453475952
epoch time: 6.5822582245s, input_fired_time: 0.0749028698, output_fired_time: 0.0000000000, propagate_forward_time: 6.2332906723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2740645409
validation[          , genome  7039] predictions:    9739/  10000 (97.39%), best:    9761/10000 (97.61%), error:       857.16479, best error:       733.46869 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 82.0290908813s, input_fired_time: 0.7362568974, output_fired_time: 0.4545056820, propagate_forward_time: 33.4496078491, propagate_backward_time: 45.7210998535, weight_update_time: 0.0828348696, other_time: 1.6676177979
epoch time: 6.8097620010s, input_fired_time: 0.0774110556, output_fired_time: 0.0000000000, propagate_forward_time: 6.4467144012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2856364250
validation[          , genome  7039] predictions:    9760/  10000 (97.60%), best:    9761/10000 (97.61%), error:       767.11621, best error:       733.46869 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 77.6836242676s, input_fired_time: 0.7162726521, output_fired_time: 0.4367149770, propagate_forward_time: 31.6225833893, propagate_backward_time: 43.2995681763, weight_update_time: 0.0788853317, other_time: 1.6084899902
epoch time: 6.4668707848s, input_fired_time: 0.0747879893, output_fired_time: 0.0000000000, propagate_forward_time: 6.1177062988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2743763924
validation[          , genome  7039] predictions:    9724/  10000 (97.24%), best:    9761/10000 (97.61%), error:       858.55896, best error:       733.46869 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 76.3398742676s, input_fired_time: 0.7070187330, output_fired_time: 0.4317819178, propagate_forward_time: 31.0804748535, propagate_backward_time: 42.5497665405, weight_update_time: 0.0774790794, other_time: 1.5708312988
epoch time: 6.8810586929s, input_fired_time: 0.0817122459, output_fired_time: 0.0000000000, propagate_forward_time: 6.5125041008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2868423462
validation[          , genome  7039] predictions:    9762/  10000 (97.62%), best:    9761/10000 (97.61%), error:       764.93445, best error:       733.46869 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 76.6263504028s, input_fired_time: 0.7092537880, output_fired_time: 0.4361223280, propagate_forward_time: 31.2219753265, propagate_backward_time: 42.6870536804, weight_update_time: 0.0776148513, other_time: 1.5719490051
epoch time: 6.5506978035s, input_fired_time: 0.0750372186, output_fired_time: 0.0000000000, propagate_forward_time: 6.1977906227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2778701782
validation[          , genome  7039] predictions:    9732/  10000 (97.32%), best:    9761/10000 (97.61%), error:       816.35913, best error:       733.46869 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 77.2433395386s, input_fired_time: 0.7155590653, output_fired_time: 0.4364792109, propagate_forward_time: 31.3313999176, propagate_backward_time: 43.1740150452, weight_update_time: 0.0789126903, other_time: 1.5858879089
epoch time: 6.8150405884s, input_fired_time: 0.0814862549, output_fired_time: 0.0000000000, propagate_forward_time: 6.4362263680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973279953
validation[          , genome  7039] predictions:    9734/  10000 (97.34%), best:    9761/10000 (97.61%), error:       820.66846, best error:       733.46869 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 81.0969009399s, input_fired_time: 0.7376467586, output_fired_time: 0.4540812671, propagate_forward_time: 33.1419296265, propagate_backward_time: 45.0929412842, weight_update_time: 0.0819313303, other_time: 1.6703033447
epoch time: 6.4360542297s, input_fired_time: 0.0743352100, output_fired_time: 0.0000000000, propagate_forward_time: 6.0870547295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2746644020
validation[          , genome  7039] predictions:    9743/  10000 (97.43%), best:    9761/10000 (97.61%), error:       810.68860, best error:       733.46869 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 76.5523071289s, input_fired_time: 0.7108681202, output_fired_time: 0.4362639189, propagate_forward_time: 31.1178512573, propagate_backward_time: 42.7112464905, weight_update_time: 0.0775977820, other_time: 1.5760765076
epoch time: 6.5718131065s, input_fired_time: 0.0768648088, output_fired_time: 0.0000000000, propagate_forward_time: 6.2099399567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2850084305
validation[          , genome  7039] predictions:    9766/  10000 (97.66%), best:    9761/10000 (97.61%), error:       776.23602, best error:       733.46869 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 76.0697555542s, input_fired_time: 0.7211123705, output_fired_time: 0.4309637249, propagate_forward_time: 30.9196586609, propagate_backward_time: 42.3659858704, weight_update_time: 0.0808322057, other_time: 1.6320343018
epoch time: 6.7902650833s, input_fired_time: 0.0775509551, output_fired_time: 0.0000000000, propagate_forward_time: 6.4281716347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2845425606
validation[          , genome  7039] predictions:    9744/  10000 (97.44%), best:    9761/10000 (97.61%), error:       795.11975, best error:       733.46869 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 76.2962570190s, input_fired_time: 0.7066482902, output_fired_time: 0.4330370724, propagate_forward_time: 31.0781135559, propagate_backward_time: 42.5316352844, weight_update_time: 0.0774522796, other_time: 1.5468215942
epoch time: 6.4843735695s, input_fired_time: 0.0744174346, output_fired_time: 0.0000000000, propagate_forward_time: 6.1385135651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2714424133
validation[          , genome  7039] predictions:    9752/  10000 (97.52%), best:    9761/10000 (97.61%), error:       795.85583, best error:       733.46869 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 77.2022857666s, input_fired_time: 0.7213531733, output_fired_time: 0.4354839027, propagate_forward_time: 31.4201431274, propagate_backward_time: 42.9896240234, weight_update_time: 0.0821720287, other_time: 1.6356811523
epoch time: 6.5233483315s, input_fired_time: 0.0746733546, output_fired_time: 0.0000000000, propagate_forward_time: 6.1751070023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2735681534
validation[          , genome  7039] predictions:    9713/  10000 (97.13%), best:    9761/10000 (97.61%), error:       889.90533, best error:       733.46869 on epoch:    81, 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: 32.9924964905s, input_fired_time: 0.3855651319, output_fired_time: 0.0000000000, propagate_forward_time: 31.1621780396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4447517395
best training[          , genome  7039] predictions:   49561/  50000 (99.12%), best:    9761/10000 (97.61%), error:      1706.94873, best error:       733.46869 on epoch:    81, 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: 6.7650084496s, input_fired_time: 0.0766066909, output_fired_time: 0.0000000000, propagate_forward_time: 6.3997421265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886595726
   testing[          , genome  7039] predictions:    9783/  10000 (97.83%), best:    9761/10000 (97.61%), error:       704.25885, best error:       733.46869 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:24:32 (19633): called boinc_finish(0)

</stderr_txt>
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