Nameexact_genome_1512568488_44_5796_0
Workunit2600284
Created7 Dec 2017, 16:28:23 UTC
Sent7 Dec 2017, 16:33:38 UTC
Report deadline14 Dec 2017, 4:43:32 UTC
Received8 Dec 2017, 0:13:52 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 52 min 43 sec
CPU time1 hours 52 min 41 sec
Validate stateValid
Credit1,626.72
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.13 MB
Peak swap size151.82 MB
Peak disk usage1.06 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
2, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 61.9303817749s, input_fired_time: 0.7140593529, output_fired_time: 0.4483628869, propagate_forward_time: 23.8224830627, propagate_backward_time: 35.2760162354, weight_update_time: 0.0729515925, other_time: 1.6694602966
epoch time: 4.9274535179s, input_fired_time: 0.0736352652, output_fired_time: 0.0000000000, propagate_forward_time: 4.5753345490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2784838676
validation[          , genome  5796] predictions:    9663/  10000 (96.63%), best:    9665/10000 (96.65%), error:      1112.51709, best error:      1088.00354 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 65.4118881226s, input_fired_time: 0.7456294894, output_fired_time: 0.4743965864, propagate_forward_time: 25.1740970612, propagate_backward_time: 37.2285804749, weight_update_time: 0.0772175491, other_time: 1.7891883850
epoch time: 5.0233740807s, input_fired_time: 0.0771851465, output_fired_time: 0.0000000000, propagate_forward_time: 4.6505527496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2956361771
validation[          , genome  5796] predictions:    9689/  10000 (96.89%), best:    9689/10000 (96.89%), error:      1046.60779, best error:      1046.60779 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 65.0964965820s, input_fired_time: 0.7496731281, output_fired_time: 0.4688220322, propagate_forward_time: 24.9716262817, propagate_backward_time: 37.0840606689, weight_update_time: 0.0764926374, other_time: 1.8223152161
epoch time: 5.2868866920s, input_fired_time: 0.0773795992, output_fired_time: 0.0000000000, propagate_forward_time: 4.8969874382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3125195503
validation[          , genome  5796] predictions:    9671/  10000 (96.71%), best:    9689/10000 (96.89%), error:      1084.71826, best error:      1046.60779 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 66.5952453613s, input_fired_time: 0.7572431564, output_fired_time: 0.4811250269, propagate_forward_time: 25.6316184998, propagate_backward_time: 37.8614578247, weight_update_time: 0.0778761208, other_time: 1.8638038635
epoch time: 5.1708354950s, input_fired_time: 0.0788528770, output_fired_time: 0.0000000000, propagate_forward_time: 4.7876601219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3043227196
validation[          , genome  5796] predictions:    9664/  10000 (96.64%), best:    9689/10000 (96.89%), error:      1120.18420, best error:      1046.60779 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 64.2291030884s, input_fired_time: 0.7479636073, output_fired_time: 0.4676576257, propagate_forward_time: 24.6212406158, propagate_backward_time: 36.5747489929, weight_update_time: 0.0756706744, other_time: 1.8174934387
epoch time: 5.3687791824s, input_fired_time: 0.0788418353, output_fired_time: 0.0000000000, propagate_forward_time: 4.9817304611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3082070351
validation[          , genome  5796] predictions:    9660/  10000 (96.60%), best:    9689/10000 (96.89%), error:      1092.79736, best error:      1046.60779 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 63.1593704224s, input_fired_time: 0.7296134830, output_fired_time: 0.4627978504, propagate_forward_time: 24.1298484802, propagate_backward_time: 36.1290054321, weight_update_time: 0.0740724429, other_time: 1.7081031799
epoch time: 4.9534983635s, input_fired_time: 0.0731136799, output_fired_time: 0.0000000000, propagate_forward_time: 4.6025614738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2778229713
validation[          , genome  5796] predictions:    9667/  10000 (96.67%), best:    9689/10000 (96.89%), error:      1068.63940, best error:      1046.60779 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 64.7221832275s, input_fired_time: 0.7393903732, output_fired_time: 0.4625373483, propagate_forward_time: 24.8693428040, propagate_backward_time: 36.9270706177, weight_update_time: 0.0750319436, other_time: 1.7238426208
epoch time: 6.2701230049s, input_fired_time: 0.0922393501, output_fired_time: 0.0000000000, propagate_forward_time: 5.8338823318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440012932
validation[          , genome  5796] predictions:    9661/  10000 (96.61%), best:    9689/10000 (96.89%), error:      1136.54565, best error:      1046.60779 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 63.0068664551s, input_fired_time: 0.7248145342, output_fired_time: 0.4541557729, propagate_forward_time: 24.2643280029, propagate_backward_time: 35.8893165588, weight_update_time: 0.0736960545, other_time: 1.6742515564
epoch time: 5.2494893074s, input_fired_time: 0.0784869939, output_fired_time: 0.0000000000, propagate_forward_time: 4.8734664917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2975358963
validation[          , genome  5796] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       950.08398, best error:       950.08398 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 61.2707176208s, input_fired_time: 0.7222306728, output_fired_time: 0.4427817464, propagate_forward_time: 23.5706272125, propagate_backward_time: 34.8678665161, weight_update_time: 0.0724243596, other_time: 1.6672134399
epoch time: 5.6423711777s, input_fired_time: 0.0830432102, output_fired_time: 0.0000000000, propagate_forward_time: 5.2418293953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3174986839
validation[          , genome  5796] predictions:    9712/  10000 (97.12%), best:    9705/10000 (97.05%), error:       957.02051, best error:       950.08398 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 61.6532745361s, input_fired_time: 0.7335271239, output_fired_time: 0.4469586611, propagate_forward_time: 23.5562095642, propagate_backward_time: 35.1892814636, weight_update_time: 0.0737231523, other_time: 1.7272949219
epoch time: 4.8711862564s, input_fired_time: 0.0712871328, output_fired_time: 0.0000000000, propagate_forward_time: 4.5246381760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2752609253
validation[          , genome  5796] predictions:    9670/  10000 (96.70%), best:    9705/10000 (97.05%), error:      1067.52490, best error:       950.08398 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 63.5462570190s, input_fired_time: 0.7344986796, output_fired_time: 0.4582117796, propagate_forward_time: 24.4381084442, propagate_backward_time: 36.2129707336, weight_update_time: 0.0748624206, other_time: 1.7024726868
epoch time: 4.8984303474s, input_fired_time: 0.0759747028, output_fired_time: 0.0000000000, propagate_forward_time: 4.5423631668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2800922394
validation[          , genome  5796] predictions:    9623/  10000 (96.23%), best:    9705/10000 (97.05%), error:      1205.37708, best error:       950.08398 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 59.8632926941s, input_fired_time: 0.7089228034, output_fired_time: 0.4347742200, propagate_forward_time: 22.9725456238, propagate_backward_time: 34.1228904724, weight_update_time: 0.0763495490, other_time: 1.6241607666
epoch time: 6.0726394653s, input_fired_time: 0.0910102203, output_fired_time: 0.0000000000, propagate_forward_time: 5.6521444321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294849396
validation[          , genome  5796] predictions:    9678/  10000 (96.78%), best:    9705/10000 (97.05%), error:      1055.98889, best error:       950.08398 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 63.9978332520s, input_fired_time: 0.7407928109, output_fired_time: 0.4638402462, propagate_forward_time: 24.5809535980, propagate_backward_time: 36.4197120667, weight_update_time: 0.0752338916, other_time: 1.7925376892
epoch time: 4.8784284592s, input_fired_time: 0.0720568746, output_fired_time: 0.0000000000, propagate_forward_time: 4.5224986076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2838730812
validation[          , genome  5796] predictions:    9659/  10000 (96.59%), best:    9705/10000 (97.05%), error:      1114.20190, best error:       950.08398 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 65.4228668213s, input_fired_time: 0.7457609177, output_fired_time: 0.4678088427, propagate_forward_time: 25.1873283386, propagate_backward_time: 37.2242813110, weight_update_time: 0.0765339062, other_time: 1.7976875305
epoch time: 6.8440794945s, input_fired_time: 0.1059803888, output_fired_time: 0.0000000000, propagate_forward_time: 6.3527221680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3853769302
validation[          , genome  5796] predictions:    9666/  10000 (96.66%), best:    9705/10000 (97.05%), error:      1070.14539, best error:       950.08398 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 62.5127983093s, input_fired_time: 0.7293087840, output_fired_time: 0.4512580335, propagate_forward_time: 24.0319995880, propagate_backward_time: 35.5628433228, weight_update_time: 0.0736652836, other_time: 1.7373886108
epoch time: 5.1145501137s, input_fired_time: 0.0754955038, output_fired_time: 0.0000000000, propagate_forward_time: 4.7494921684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2895622253
validation[          , genome  5796] predictions:    9684/  10000 (96.84%), best:    9705/10000 (97.05%), error:      1020.50360, best error:       950.08398 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 65.7788009644s, input_fired_time: 0.7493009567, output_fired_time: 0.4696558714, propagate_forward_time: 25.3453617096, propagate_backward_time: 37.4589996338, weight_update_time: 0.0767865032, other_time: 1.7554855347
epoch time: 4.8863835335s, input_fired_time: 0.0732346550, output_fired_time: 0.0000000000, propagate_forward_time: 4.5341687202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2789802551
validation[          , genome  5796] predictions:    9680/  10000 (96.80%), best:    9705/10000 (97.05%), error:      1049.05518, best error:       950.08398 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 63.2148056030s, input_fired_time: 0.7337720990, output_fired_time: 0.4548252821, propagate_forward_time: 24.3642482758, propagate_backward_time: 35.9617996216, weight_update_time: 0.0739065409, other_time: 1.7001571655
epoch time: 4.8633594513s, input_fired_time: 0.0712430105, output_fired_time: 0.0000000000, propagate_forward_time: 4.5205030441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2716135979
validation[          , genome  5796] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       963.13818, best error:       950.08398 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 58.8939247131s, input_fired_time: 0.7053422332, output_fired_time: 0.4272485375, propagate_forward_time: 22.6050415039, propagate_backward_time: 33.5703735352, weight_update_time: 0.0699792951, other_time: 1.5859184265
epoch time: 4.8891286850s, input_fired_time: 0.0747415200, output_fired_time: 0.0000000000, propagate_forward_time: 4.5382575989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2761297226
validation[          , genome  5796] predictions:    9711/  10000 (97.11%), best:    9705/10000 (97.05%), error:       954.67401, best error:       950.08398 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 58.8940773010s, input_fired_time: 0.7041381598, output_fired_time: 0.4272784889, propagate_forward_time: 22.6050014496, propagate_backward_time: 33.5668067932, weight_update_time: 0.0700100064, other_time: 1.5908546448
epoch time: 5.5890188217s, input_fired_time: 0.0832136199, output_fired_time: 0.0000000000, propagate_forward_time: 5.1942338943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3115711212
validation[          , genome  5796] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       918.47626, best error:       918.47626 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 62.0071182251s, input_fired_time: 0.7320830822, output_fired_time: 0.4498075545, propagate_forward_time: 23.8970336914, propagate_backward_time: 35.2245979309, weight_update_time: 0.0732975081, other_time: 1.7035980225
epoch time: 5.1394171715s, input_fired_time: 0.0773720816, output_fired_time: 0.0000000000, propagate_forward_time: 4.7697472572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2922978401
validation[          , genome  5796] predictions:    9718/  10000 (97.18%), best:    9730/10000 (97.30%), error:       969.24731, best error:       918.47626 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 60.8007926941s, input_fired_time: 0.7165195942, output_fired_time: 0.4390997291, propagate_forward_time: 23.3952655792, propagate_backward_time: 34.5949630737, weight_update_time: 0.0709498003, other_time: 1.6549453735
epoch time: 4.8645548820s, input_fired_time: 0.0724141821, output_fired_time: 0.0000000000, propagate_forward_time: 4.5188474655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732930183
validation[          , genome  5796] predictions:    9690/  10000 (96.90%), best:    9730/10000 (97.30%), error:      1082.66309, best error:       918.47626 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 61.4217910767s, input_fired_time: 0.7183718681, output_fired_time: 0.4416489601, propagate_forward_time: 23.6052207947, propagate_backward_time: 35.0233345032, weight_update_time: 0.0721880272, other_time: 1.6332130432
epoch time: 4.8681416512s, input_fired_time: 0.0737100989, output_fired_time: 0.0000000000, propagate_forward_time: 4.5204448700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2739868164
validation[          , genome  5796] predictions:    9667/  10000 (96.67%), best:    9730/10000 (97.30%), error:      1085.85486, best error:       918.47626 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 62.2416305542s, input_fired_time: 0.7225288749, output_fired_time: 0.4459958673, propagate_forward_time: 23.9350738525, propagate_backward_time: 35.5000762939, weight_update_time: 0.0729255006, other_time: 1.6379547119
epoch time: 4.8929471970s, input_fired_time: 0.0750182644, output_fired_time: 0.0000000000, propagate_forward_time: 4.5353212357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2826075554
validation[          , genome  5796] predictions:    9716/  10000 (97.16%), best:    9730/10000 (97.30%), error:       957.23834, best error:       918.47626 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 59.8009376526s, input_fired_time: 0.7102127671, output_fired_time: 0.4325438738, propagate_forward_time: 22.9544525146, propagate_backward_time: 34.0909843445, weight_update_time: 0.0712641850, other_time: 1.6127433777
epoch time: 5.3296260834s, input_fired_time: 0.0808807090, output_fired_time: 0.0000000000, propagate_forward_time: 4.9516105652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2971348763
validation[          , genome  5796] predictions:    9721/  10000 (97.21%), best:    9730/10000 (97.30%), error:       939.74255, best error:       918.47626 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 61.4774894714s, input_fired_time: 0.7183555365, output_fired_time: 0.4501115382, propagate_forward_time: 23.7320461273, propagate_backward_time: 34.9721031189, weight_update_time: 0.0698366836, other_time: 1.6048698425
epoch time: 4.8824691772s, input_fired_time: 0.0720066354, output_fired_time: 0.0000000000, propagate_forward_time: 4.5386629105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2717995644
validation[          , genome  5796] predictions:    9707/  10000 (97.07%), best:    9730/10000 (97.30%), error:      1014.77008, best error:       918.47626 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 62.2951850891s, input_fired_time: 0.7231284976, output_fired_time: 0.4509973228, propagate_forward_time: 23.9682292938, propagate_backward_time: 35.5365066528, weight_update_time: 0.0707750916, other_time: 1.6163253784
epoch time: 4.9623517990s, input_fired_time: 0.0739938319, output_fired_time: 0.0000000000, propagate_forward_time: 4.6137118340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2746462822
validation[          , genome  5796] predictions:    9690/  10000 (96.90%), best:    9730/10000 (97.30%), error:      1002.76654, best error:       918.47626 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 60.1807518005s, input_fired_time: 0.7038481832, output_fired_time: 0.4451881647, propagate_forward_time: 23.0063743591, propagate_backward_time: 34.4520606995, weight_update_time: 0.0667434409, other_time: 1.5732803345
epoch time: 4.8639116287s, input_fired_time: 0.0722441673, output_fired_time: 0.0000000000, propagate_forward_time: 4.5201754570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2714920044
validation[          , genome  5796] predictions:    9700/  10000 (97.00%), best:    9730/10000 (97.30%), error:      1012.84076, best error:       918.47626 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 62.3754615784s, input_fired_time: 0.7197637558, output_fired_time: 0.4523543417, propagate_forward_time: 23.9772319794, propagate_backward_time: 35.6261749268, weight_update_time: 0.0689429343, other_time: 1.5999374390
epoch time: 5.2908687592s, input_fired_time: 0.0816418082, output_fired_time: 0.0000000000, propagate_forward_time: 4.9120750427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2971520424
validation[          , genome  5796] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       910.87195, best error:       910.87195 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 60.3662834167s, input_fired_time: 0.7127506137, output_fired_time: 0.4359379411, propagate_forward_time: 23.1927223206, propagate_backward_time: 34.4210777283, weight_update_time: 0.0713518336, other_time: 1.6037940979
epoch time: 4.8663301468s, input_fired_time: 0.0733609051, output_fired_time: 0.0000000000, propagate_forward_time: 4.5196981430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732710838
validation[          , genome  5796] predictions:    9660/  10000 (96.60%), best:    9728/10000 (97.28%), error:      1105.26685, best error:       910.87195 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 58.9892616272s, input_fired_time: 0.7101376057, output_fired_time: 0.4286840856, propagate_forward_time: 22.6472206116, propagate_backward_time: 33.6004600525, weight_update_time: 0.0706940368, other_time: 1.6027603149
epoch time: 4.8903884888s, input_fired_time: 0.0741540343, output_fired_time: 0.0000000000, propagate_forward_time: 4.5391869545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2770476341
validation[          , genome  5796] predictions:    9620/  10000 (96.20%), best:    9728/10000 (97.28%), error:      1190.30139, best error:       910.87195 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 60.3175697327s, input_fired_time: 0.7118859887, output_fired_time: 0.4467953742, propagate_forward_time: 23.0790786743, propagate_backward_time: 34.4739570618, weight_update_time: 0.0691802502, other_time: 1.6058502197
epoch time: 4.9610619545s, input_fired_time: 0.0741208270, output_fired_time: 0.0000000000, propagate_forward_time: 4.6090102196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2779307365
validation[          , genome  5796] predictions:    9667/  10000 (96.67%), best:    9728/10000 (97.28%), error:      1090.57458, best error:       910.87195 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 60.6615753174s, input_fired_time: 0.7147073150, output_fired_time: 0.4439553022, propagate_forward_time: 23.3425312042, propagate_backward_time: 34.5656967163, weight_update_time: 0.0678525791, other_time: 1.5946884155
epoch time: 4.9130787849s, input_fired_time: 0.0740832910, output_fired_time: 0.0000000000, propagate_forward_time: 4.5649065971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2740888596
validation[          , genome  5796] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       838.95709, best error:       838.95709 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 60.4999580383s, input_fired_time: 0.7184597254, output_fired_time: 0.4533123076, propagate_forward_time: 23.3041572571, propagate_backward_time: 34.4482040405, weight_update_time: 0.0673214868, other_time: 1.5758247375
epoch time: 4.9342274666s, input_fired_time: 0.0741554871, output_fired_time: 0.0000000000, propagate_forward_time: 4.5840525627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2760195732
validation[          , genome  5796] predictions:    9677/  10000 (96.77%), best:    9749/10000 (97.49%), error:      1038.00500, best error:       838.95709 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 60.4568099976s, input_fired_time: 0.7158856392, output_fired_time: 0.4422076941, propagate_forward_time: 23.1002464294, propagate_backward_time: 34.6022605896, weight_update_time: 0.0672248974, other_time: 1.5962104797
epoch time: 5.7824554443s, input_fired_time: 0.0873881504, output_fired_time: 0.0000000000, propagate_forward_time: 5.3797025681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3153648376
validation[          , genome  5796] predictions:    9690/  10000 (96.90%), best:    9749/10000 (97.49%), error:      1027.67932, best error:       838.95709 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 60.8316612244s, input_fired_time: 0.7165291309, output_fired_time: 0.4473342299, propagate_forward_time: 23.3657188416, propagate_backward_time: 34.7194633484, weight_update_time: 0.0674124062, other_time: 1.5826148987
epoch time: 4.8737053871s, input_fired_time: 0.0731611997, output_fired_time: 0.0000000000, propagate_forward_time: 4.5280675888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2724766731
validation[          , genome  5796] predictions:    9732/  10000 (97.32%), best:    9749/10000 (97.49%), error:       907.80865, best error:       838.95709 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 60.6378402710s, input_fired_time: 0.7119933367, output_fired_time: 0.4563569725, propagate_forward_time: 23.2199382782, propagate_backward_time: 34.6950263977, weight_update_time: 0.0668812841, other_time: 1.5545234680
epoch time: 5.0561547279s, input_fired_time: 0.0759546086, output_fired_time: 0.0000000000, propagate_forward_time: 4.7015452385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2786550522
validation[          , genome  5796] predictions:    9712/  10000 (97.12%), best:    9749/10000 (97.49%), error:       931.33655, best error:       838.95709 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 60.4960823059s, input_fired_time: 0.7192274928, output_fired_time: 0.4392863512, propagate_forward_time: 23.1895999908, propagate_backward_time: 34.5302848816, weight_update_time: 0.0671249330, other_time: 1.6176872253
epoch time: 4.9237947464s, input_fired_time: 0.0749579892, output_fired_time: 0.0000000000, propagate_forward_time: 4.5712757111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2775611877
validation[          , genome  5796] predictions:    9708/  10000 (97.08%), best:    9749/10000 (97.49%), error:       967.26398, best error:       838.95709 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 61.3121757507s, input_fired_time: 0.7254518270, output_fired_time: 0.4511408210, propagate_forward_time: 23.6777591705, propagate_backward_time: 34.8655815125, weight_update_time: 0.0679216534, other_time: 1.5922431946
epoch time: 5.0225677490s, input_fired_time: 0.0749413073, output_fired_time: 0.0000000000, propagate_forward_time: 4.6695003510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2781262398
validation[          , genome  5796] predictions:    9716/  10000 (97.16%), best:    9749/10000 (97.49%), error:       930.39587, best error:       838.95709 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 60.4002380371s, input_fired_time: 0.7167919278, output_fired_time: 0.4520663023, propagate_forward_time: 23.2654323578, propagate_backward_time: 34.3955535889, weight_update_time: 0.0670765489, other_time: 1.5703964233
epoch time: 4.9251036644s, input_fired_time: 0.0750528872, output_fired_time: 0.0000000000, propagate_forward_time: 4.5759134293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2741374969
validation[          , genome  5796] predictions:    9734/  10000 (97.34%), best:    9749/10000 (97.49%), error:       909.97089, best error:       838.95709 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 61.3909072876s, input_fired_time: 0.7263891101, output_fired_time: 0.4534575939, propagate_forward_time: 23.6394596100, propagate_backward_time: 34.9766960144, weight_update_time: 0.0681289360, other_time: 1.5949058533
epoch time: 5.0269651413s, input_fired_time: 0.0766352490, output_fired_time: 0.0000000000, propagate_forward_time: 4.6719622612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2783675194
validation[          , genome  5796] predictions:    9675/  10000 (96.75%), best:    9749/10000 (97.49%), error:      1043.87354, best error:       838.95709 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 61.0539398193s, input_fired_time: 0.7216227651, output_fired_time: 0.4497963488, propagate_forward_time: 23.4054756165, propagate_backward_time: 34.8782386780, weight_update_time: 0.0675802231, other_time: 1.5988082886
epoch time: 4.9972052574s, input_fired_time: 0.0756094381, output_fired_time: 0.0000000000, propagate_forward_time: 4.6381082535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2834877968
validation[          , genome  5796] predictions:    9731/  10000 (97.31%), best:    9749/10000 (97.49%), error:       920.57184, best error:       838.95709 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 61.2739410400s, input_fired_time: 0.7255668640, output_fired_time: 0.4523250461, propagate_forward_time: 23.5815162659, propagate_backward_time: 34.9205970764, weight_update_time: 0.0675215721, other_time: 1.5939369202
epoch time: 5.1951751709s, input_fired_time: 0.0785480738, output_fired_time: 0.0000000000, propagate_forward_time: 4.8244519234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2921752930
validation[          , genome  5796] predictions:    9739/  10000 (97.39%), best:    9749/10000 (97.49%), error:       887.54980, best error:       838.95709 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 61.8685112000s, input_fired_time: 0.7278454304, output_fired_time: 0.4535970986, propagate_forward_time: 23.7175788879, propagate_backward_time: 35.3577728271, weight_update_time: 0.0690482855, other_time: 1.6117172241
epoch time: 5.0334935188s, input_fired_time: 0.0755080059, output_fired_time: 0.0000000000, propagate_forward_time: 4.6817870140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2761983871
validation[          , genome  5796] predictions:    9691/  10000 (96.91%), best:    9749/10000 (97.49%), error:      1023.15692, best error:       838.95709 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 60.7382545471s, input_fired_time: 0.7224046588, output_fired_time: 0.4476774633, propagate_forward_time: 23.2934188843, propagate_backward_time: 34.6750564575, weight_update_time: 0.0678502694, other_time: 1.5996971130
epoch time: 4.8727011681s, input_fired_time: 0.0744105279, output_fired_time: 0.0000000000, propagate_forward_time: 4.5288248062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2694659233
validation[          , genome  5796] predictions:    9718/  10000 (97.18%), best:    9749/10000 (97.49%), error:       947.51550, best error:       838.95709 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 60.4187660217s, input_fired_time: 0.7159522772, output_fired_time: 0.4387430549, propagate_forward_time: 23.2296485901, propagate_backward_time: 34.4982414246, weight_update_time: 0.0665368661, other_time: 1.5361785889
epoch time: 4.9077253342s, input_fired_time: 0.0747198537, output_fired_time: 0.0000000000, propagate_forward_time: 4.5632357597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2697696686
validation[          , genome  5796] predictions:    9743/  10000 (97.43%), best:    9749/10000 (97.49%), error:       909.50043, best error:       838.95709 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 61.1975669861s, input_fired_time: 0.7209371924, output_fired_time: 0.4431945384, propagate_forward_time: 23.5458126068, propagate_backward_time: 34.9186096191, weight_update_time: 0.0689313933, other_time: 1.5690155029
epoch time: 4.8655571938s, input_fired_time: 0.0743879378, output_fired_time: 0.0000000000, propagate_forward_time: 4.5225415230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2686276436
validation[          , genome  5796] predictions:    9716/  10000 (97.16%), best:    9749/10000 (97.49%), error:       941.42365, best error:       838.95709 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 60.1028480530s, input_fired_time: 0.7118114829, output_fired_time: 0.4415608048, propagate_forward_time: 23.0802574158, propagate_backward_time: 34.3260154724, weight_update_time: 0.0669764802, other_time: 1.5432014465
epoch time: 4.8997163773s, input_fired_time: 0.0732476190, output_fired_time: 0.0000000000, propagate_forward_time: 4.5549864769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2714824677
validation[          , genome  5796] predictions:    9725/  10000 (97.25%), best:    9749/10000 (97.49%), error:       948.41376, best error:       838.95709 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 60.4942436218s, input_fired_time: 0.7144442201, output_fired_time: 0.4449180961, propagate_forward_time: 23.3427734375, propagate_backward_time: 34.4671669006, weight_update_time: 0.0669846907, other_time: 1.5249404907
epoch time: 5.7293062210s, input_fired_time: 0.0846275315, output_fired_time: 0.0000000000, propagate_forward_time: 5.3332009315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114776611
validation[          , genome  5796] predictions:    9729/  10000 (97.29%), best:    9749/10000 (97.49%), error:       931.76434, best error:       838.95709 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 70.1479110718s, input_fired_time: 0.7757579684, output_fired_time: 0.4959906638, propagate_forward_time: 27.0019302368, propagate_backward_time: 40.1528282166, weight_update_time: 0.0780642703, other_time: 1.7214088440
epoch time: 4.8968429565s, input_fired_time: 0.0735386238, output_fired_time: 0.0000000000, propagate_forward_time: 4.5527434349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2705607414
validation[          , genome  5796] predictions:    9707/  10000 (97.07%), best:    9749/10000 (97.49%), error:       961.23975, best error:       838.95709 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 63.7435455322s, input_fired_time: 0.7442403436, output_fired_time: 0.4604301453, propagate_forward_time: 24.6223773956, propagate_backward_time: 36.2607841492, weight_update_time: 0.0717270374, other_time: 1.6557121277
epoch time: 4.9345726967s, input_fired_time: 0.0768799707, output_fired_time: 0.0000000000, propagate_forward_time: 4.5759701729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2817225456
validation[          , genome  5796] predictions:    9723/  10000 (97.23%), best:    9749/10000 (97.49%), error:       951.54529, best error:       838.95709 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 61.6004486084s, input_fired_time: 0.7278993130, output_fired_time: 0.4461194873, propagate_forward_time: 23.6754150391, propagate_backward_time: 35.1550064087, weight_update_time: 0.0688978508, other_time: 1.5960083008
epoch time: 4.9124007225s, input_fired_time: 0.0738762245, output_fired_time: 0.0000000000, propagate_forward_time: 4.5661687851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2723555565
validation[          , genome  5796] predictions:    9687/  10000 (96.87%), best:    9749/10000 (97.49%), error:      1038.57117, best error:       838.95709 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 61.2840423584s, input_fired_time: 0.7232848406, output_fired_time: 0.4431566894, propagate_forward_time: 23.4137859344, propagate_backward_time: 35.1257286072, weight_update_time: 0.0685148835, other_time: 1.5780830383
epoch time: 5.2396531105s, input_fired_time: 0.0786876231, output_fired_time: 0.0000000000, propagate_forward_time: 4.8724250793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2885403633
validation[          , genome  5796] predictions:    9691/  10000 (96.91%), best:    9749/10000 (97.49%), error:      1030.73254, best error:       838.95709 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 62.0300445557s, input_fired_time: 0.7307640314, output_fired_time: 0.4471568465, propagate_forward_time: 23.8042144775, propagate_backward_time: 35.4470596313, weight_update_time: 0.0701466724, other_time: 1.6008529663
epoch time: 4.8635330200s, input_fired_time: 0.0740731955, output_fired_time: 0.0000000000, propagate_forward_time: 4.5208296776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2686300278
validation[          , genome  5796] predictions:    9751/  10000 (97.51%), best:    9749/10000 (97.49%), error:       891.75153, best error:       838.95709 on epoch:    45, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 59.7231369019s, input_fired_time: 0.7109141946, output_fired_time: 0.4452313185, propagate_forward_time: 22.9243335724, propagate_backward_time: 34.0990104675, weight_update_time: 0.0666228980, other_time: 1.5436439514
epoch time: 4.8591256142s, input_fired_time: 0.0742006674, output_fired_time: 0.0000000000, propagate_forward_time: 4.5171833038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2677416801
validation[          , genome  5796] predictions:    9722/  10000 (97.22%), best:    9749/10000 (97.49%), error:       960.81720, best error:       838.95709 on epoch:    45, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 60.2883949280s, input_fired_time: 0.7204519510, output_fired_time: 0.4385690093, propagate_forward_time: 23.1207809448, propagate_backward_time: 34.4448509216, weight_update_time: 0.0672572032, other_time: 1.5637435913
epoch time: 4.9727663994s, input_fired_time: 0.0770969614, output_fired_time: 0.0000000000, propagate_forward_time: 4.6187257767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2769436836
validation[          , genome  5796] predictions:    9715/  10000 (97.15%), best:    9749/10000 (97.49%), error:      1016.48822, best error:       838.95709 on epoch:    45, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 61.5084800720s, input_fired_time: 0.7396301627, output_fired_time: 0.4456034601, propagate_forward_time: 23.6398239136, propagate_backward_time: 35.0804710388, weight_update_time: 0.0687325746, other_time: 1.6029510498
epoch time: 4.9862766266s, input_fired_time: 0.0761921555, output_fired_time: 0.0000000000, propagate_forward_time: 4.6326589584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2774252892
validation[          , genome  5796] predictions:    9682/  10000 (96.82%), best:    9749/10000 (97.49%), error:      1061.46997, best error:       838.95709 on epoch:    45, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 62.2573356628s, input_fired_time: 0.7489377856, output_fired_time: 0.4581111968, propagate_forward_time: 24.0946292877, propagate_backward_time: 35.3238754272, weight_update_time: 0.0695630014, other_time: 1.6317825317
epoch time: 5.1590294838s, input_fired_time: 0.0783735365, output_fired_time: 0.0000000000, propagate_forward_time: 4.7926907539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2879652977
validation[          , genome  5796] predictions:    9679/  10000 (96.79%), best:    9749/10000 (97.49%), error:      1064.01392, best error:       838.95709 on epoch:    45, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 61.6693572998s, input_fired_time: 0.7295768857, output_fired_time: 0.4549269676, propagate_forward_time: 23.7735195160, propagate_backward_time: 35.1446495056, weight_update_time: 0.0693188161, other_time: 1.5666847229
epoch time: 5.3820810318s, input_fired_time: 0.0812166631, output_fired_time: 0.0000000000, propagate_forward_time: 5.0083255768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2925386429
validation[          , genome  5796] predictions:    9705/  10000 (97.05%), best:    9749/10000 (97.49%), error:       995.99158, best error:       838.95709 on epoch:    45, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 62.5071182251s, input_fired_time: 0.7446798682, output_fired_time: 0.4488237798, propagate_forward_time: 24.0813598633, propagate_backward_time: 35.5961647034, weight_update_time: 0.0708050132, other_time: 1.6360931396
epoch time: 4.9607396126s, input_fired_time: 0.0767002925, output_fired_time: 0.0000000000, propagate_forward_time: 4.6065640450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2774753571
validation[          , genome  5796] predictions:    9756/  10000 (97.56%), best:    9749/10000 (97.49%), error:       866.87915, best error:       838.95709 on epoch:    45, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 59.7608146667s, input_fired_time: 0.7118636966, output_fired_time: 0.4408949018, propagate_forward_time: 22.9605674744, propagate_backward_time: 34.1203384399, weight_update_time: 0.0667923093, other_time: 1.5271492004
epoch time: 4.8973903656s, input_fired_time: 0.0748671815, output_fired_time: 0.0000000000, propagate_forward_time: 4.5532598495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2692632675
validation[          , genome  5796] predictions:    9704/  10000 (97.04%), best:    9749/10000 (97.49%), error:      1022.88220, best error:       838.95709 on epoch:    45, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 59.7784423828s, input_fired_time: 0.7152708769, output_fired_time: 0.4359886646, propagate_forward_time: 22.9896736145, propagate_backward_time: 34.0806579590, weight_update_time: 0.0669216588, other_time: 1.5568504333
epoch time: 5.2452063560s, input_fired_time: 0.0796248391, output_fired_time: 0.0000000000, propagate_forward_time: 4.8775081635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2880735397
validation[          , genome  5796] predictions:    9684/  10000 (96.84%), best:    9749/10000 (97.49%), error:      1018.88977, best error:       838.95709 on epoch:    45, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 60.6238746643s, input_fired_time: 0.7250078321, output_fired_time: 0.4498092532, propagate_forward_time: 23.2714653015, propagate_backward_time: 34.5909385681, weight_update_time: 0.0678403005, other_time: 1.5866546631
epoch time: 5.0925865173s, input_fired_time: 0.0772785693, output_fired_time: 0.0000000000, propagate_forward_time: 4.7309994698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2843084335
validation[          , genome  5796] predictions:    9722/  10000 (97.22%), best:    9749/10000 (97.49%), error:       951.33978, best error:       838.95709 on epoch:    45, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 61.0570297241s, input_fired_time: 0.7313598990, output_fired_time: 0.4529948533, propagate_forward_time: 23.3934860229, propagate_backward_time: 34.8817977905, weight_update_time: 0.0683191344, other_time: 1.5973892212
epoch time: 5.0838413239s, input_fired_time: 0.0772271380, output_fired_time: 0.0000000000, propagate_forward_time: 4.7258534431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2807607651
validation[          , genome  5796] predictions:    9729/  10000 (97.29%), best:    9749/10000 (97.49%), error:       958.78168, best error:       838.95709 on epoch:    45, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 60.5735588074s, input_fired_time: 0.7247447968, output_fired_time: 0.4449802637, propagate_forward_time: 23.2687911987, propagate_backward_time: 34.5563392639, weight_update_time: 0.0674455017, other_time: 1.5787048340
epoch time: 4.9194817543s, input_fired_time: 0.0755645260, output_fired_time: 0.0000000000, propagate_forward_time: 4.5723543167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2715630531
validation[          , genome  5796] predictions:    9727/  10000 (97.27%), best:    9749/10000 (97.49%), error:       919.44714, best error:       838.95709 on epoch:    45, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 60.0589256287s, input_fired_time: 0.7197625041, output_fired_time: 0.4388846755, propagate_forward_time: 23.0307750702, propagate_backward_time: 34.3077545166, weight_update_time: 0.0670753345, other_time: 1.5617523193
epoch time: 5.7462067604s, input_fired_time: 0.0846778601, output_fired_time: 0.0000000000, propagate_forward_time: 5.3529009819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3086280823
validation[          , genome  5796] predictions:    9720/  10000 (97.20%), best:    9749/10000 (97.49%), error:       938.32806, best error:       838.95709 on epoch:    45, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 60.5462722778s, input_fired_time: 0.7238230109, output_fired_time: 0.4419292212, propagate_forward_time: 23.3270244598, propagate_backward_time: 34.5038032532, weight_update_time: 0.0674365088, other_time: 1.5496940613
epoch time: 4.9368147850s, input_fired_time: 0.0761868805, output_fired_time: 0.0000000000, propagate_forward_time: 4.5878176689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2728104591
validation[          , genome  5796] predictions:    9706/  10000 (97.06%), best:    9749/10000 (97.49%), error:       982.90009, best error:       838.95709 on epoch:    45, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 61.5213813782s, input_fired_time: 0.7305241823, output_fired_time: 0.4539846778, propagate_forward_time: 23.6906623840, propagate_backward_time: 35.0764961243, weight_update_time: 0.0681707188, other_time: 1.5697135925
epoch time: 5.0978317261s, input_fired_time: 0.0777888298, output_fired_time: 0.0000000000, propagate_forward_time: 4.7435622215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2764806747
validation[          , genome  5796] predictions:    9717/  10000 (97.17%), best:    9749/10000 (97.49%), error:       991.38867, best error:       838.95709 on epoch:    45, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 62.3298416138s, input_fired_time: 0.7338729501, output_fired_time: 0.4536697865, propagate_forward_time: 24.0114231110, propagate_backward_time: 35.5536613464, weight_update_time: 0.0697278231, other_time: 1.5772132874
epoch time: 4.8671941757s, input_fired_time: 0.0753301829, output_fired_time: 0.0000000000, propagate_forward_time: 4.5249595642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2669043541
validation[          , genome  5796] predictions:    9740/  10000 (97.40%), best:    9749/10000 (97.49%), error:       879.14661, best error:       838.95709 on epoch:    45, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 61.4463310242s, input_fired_time: 0.7312036753, output_fired_time: 0.4556990862, propagate_forward_time: 23.5534286499, propagate_backward_time: 35.1483345032, weight_update_time: 0.0680266991, other_time: 1.5576629639
epoch time: 5.0077795982s, input_fired_time: 0.0782840550, output_fired_time: 0.0000000000, propagate_forward_time: 4.6534314156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2760639191
validation[          , genome  5796] predictions:    9741/  10000 (97.41%), best:    9749/10000 (97.49%), error:       902.91040, best error:       838.95709 on epoch:    45, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 61.2154655457s, input_fired_time: 0.7314163446, output_fired_time: 0.4488891363, propagate_forward_time: 23.4761943817, propagate_backward_time: 34.9853897095, weight_update_time: 0.0689091608, other_time: 1.5735778809
epoch time: 4.9068546295s, input_fired_time: 0.0772380233, output_fired_time: 0.0000000000, propagate_forward_time: 4.5537037849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2759127617
validation[          , genome  5796] predictions:    9712/  10000 (97.12%), best:    9749/10000 (97.49%), error:       956.37555, best error:       838.95709 on epoch:    45, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 60.5087280273s, input_fired_time: 0.7255172133, output_fired_time: 0.4494438767, propagate_forward_time: 23.2959175110, propagate_backward_time: 34.4919433594, weight_update_time: 0.0671715662, other_time: 1.5459060669
epoch time: 4.9764161110s, input_fired_time: 0.0764436945, output_fired_time: 0.0000000000, propagate_forward_time: 4.6263227463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2736496925
validation[          , genome  5796] predictions:    9742/  10000 (97.42%), best:    9749/10000 (97.49%), error:       903.83521, best error:       838.95709 on epoch:    45, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 64.5160293579s, input_fired_time: 0.7560067773, output_fired_time: 0.4633750021, propagate_forward_time: 24.8176174164, propagate_backward_time: 36.8512992859, weight_update_time: 0.0706904754, other_time: 1.6277275085
epoch time: 5.8163566589s, input_fired_time: 0.0864503756, output_fired_time: 0.0000000000, propagate_forward_time: 5.4181437492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3117623329
validation[          , genome  5796] predictions:    9649/  10000 (96.49%), best:    9749/10000 (97.49%), error:      1149.14917, best error:       838.95709 on epoch:    45, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 60.1829071045s, input_fired_time: 0.7254598141, output_fired_time: 0.4385553300, propagate_forward_time: 23.0793972015, propagate_backward_time: 34.3973541260, weight_update_time: 0.0668331012, other_time: 1.5421371460
epoch time: 4.9430518150s, input_fired_time: 0.0774258599, output_fired_time: 0.0000000000, propagate_forward_time: 4.5930423737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2725834846
validation[          , genome  5796] predictions:    9731/  10000 (97.31%), best:    9749/10000 (97.49%), error:       941.07745, best error:       838.95709 on epoch:    45, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 61.8102531433s, input_fired_time: 0.7328529954, output_fired_time: 0.4509751797, propagate_forward_time: 23.7976417542, propagate_backward_time: 35.2547836304, weight_update_time: 0.0683477670, other_time: 1.5740013123
epoch time: 5.2037200928s, input_fired_time: 0.0786168203, output_fired_time: 0.0000000000, propagate_forward_time: 4.8452353477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2798681259
validation[          , genome  5796] predictions:    9709/  10000 (97.09%), best:    9749/10000 (97.49%), error:       979.03546, best error:       838.95709 on epoch:    45, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 60.3100204468s, input_fired_time: 0.7279151678, output_fired_time: 0.4497430623, propagate_forward_time: 23.3432140350, propagate_backward_time: 34.2532196045, weight_update_time: 0.0668471232, other_time: 1.5359268188
epoch time: 5.0201230049s, input_fired_time: 0.0774907544, output_fired_time: 0.0000000000, propagate_forward_time: 4.6664810181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2761511803
validation[          , genome  5796] predictions:    9724/  10000 (97.24%), best:    9749/10000 (97.49%), error:       917.17719, best error:       838.95709 on epoch:    45, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 60.5479087830s, input_fired_time: 0.7345157862, output_fired_time: 0.4461970627, propagate_forward_time: 23.4620380402, propagate_backward_time: 34.3530654907, weight_update_time: 0.0666994229, other_time: 1.5520935059
epoch time: 5.2212290764s, input_fired_time: 0.0808862224, output_fired_time: 0.0000000000, propagate_forward_time: 4.8545904160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2857522964
validation[          , genome  5796] predictions:    9732/  10000 (97.32%), best:    9749/10000 (97.49%), error:       927.58380, best error:       838.95709 on epoch:    45, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 60.5945320129s, input_fired_time: 0.7314657569, output_fired_time: 0.4430691004, propagate_forward_time: 23.2785758972, propagate_backward_time: 34.5769729614, weight_update_time: 0.0673723742, other_time: 1.5644493103
epoch time: 4.9443202019s, input_fired_time: 0.0772021562, output_fired_time: 0.0000000000, propagate_forward_time: 4.5946836472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2724342346
validation[          , genome  5796] predictions:    9656/  10000 (96.56%), best:    9749/10000 (97.49%), error:      1164.23352, best error:       838.95709 on epoch:    45, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 60.0377082825s, input_fired_time: 0.7278504372, output_fired_time: 0.4393228889, propagate_forward_time: 23.0391616821, propagate_backward_time: 34.2954788208, weight_update_time: 0.0665216446, other_time: 1.5358924866
epoch time: 4.9950814247s, input_fired_time: 0.0778883398, output_fired_time: 0.0000000000, propagate_forward_time: 4.6435494423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2736434937
validation[          , genome  5796] predictions:    9740/  10000 (97.40%), best:    9749/10000 (97.49%), error:       917.95190, best error:       838.95709 on epoch:    45, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 63.5902976990s, input_fired_time: 0.7556425333, output_fired_time: 0.4569076300, propagate_forward_time: 24.4487590790, propagate_backward_time: 36.2678260803, weight_update_time: 0.0720233917, other_time: 1.6611595154
epoch time: 4.8680601120s, input_fired_time: 0.0767932981, output_fired_time: 0.0000000000, propagate_forward_time: 4.5207657814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2705011368
validation[          , genome  5796] predictions:    9688/  10000 (96.88%), best:    9749/10000 (97.49%), error:      1054.25891, best error:       838.95709 on epoch:    45, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 60.6076622009s, input_fired_time: 0.7332113385, output_fired_time: 0.4374645948, propagate_forward_time: 23.2164344788, propagate_backward_time: 34.6420707703, weight_update_time: 0.0677799657, other_time: 1.5784797668
epoch time: 5.1867790222s, input_fired_time: 0.0820269436, output_fired_time: 0.0000000000, propagate_forward_time: 4.8162965775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2884554863
validation[          , genome  5796] predictions:    9716/  10000 (97.16%), best:    9749/10000 (97.49%), error:      1019.50500, best error:       838.95709 on epoch:    45, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 60.7678604126s, input_fired_time: 0.7331575751, output_fired_time: 0.4477234483, propagate_forward_time: 23.3663291931, propagate_backward_time: 34.6484069824, weight_update_time: 0.0677270815, other_time: 1.5722427368
epoch time: 4.8765439987s, input_fired_time: 0.0775393322, output_fired_time: 0.0000000000, propagate_forward_time: 4.5278306007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2711739540
validation[          , genome  5796] predictions:    9720/  10000 (97.20%), best:    9749/10000 (97.49%), error:       941.28424, best error:       838.95709 on epoch:    45, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 60.9602775574s, input_fired_time: 0.7347561717, output_fired_time: 0.4435626268, propagate_forward_time: 23.3930854797, propagate_backward_time: 34.8269119263, weight_update_time: 0.0672670230, other_time: 1.5619621277
epoch time: 5.0425634384s, input_fired_time: 0.0784398913, output_fired_time: 0.0000000000, propagate_forward_time: 4.6838665009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2802572250
validation[          , genome  5796] predictions:    9716/  10000 (97.16%), best:    9749/10000 (97.49%), error:      1004.13965, best error:       838.95709 on epoch:    45, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 62.7890815735s, input_fired_time: 0.7498146296, output_fired_time: 0.4544789493, propagate_forward_time: 24.0826339722, propagate_backward_time: 35.8852653503, weight_update_time: 0.0697314516, other_time: 1.6168899536
epoch time: 5.1163511276s, input_fired_time: 0.0804846063, output_fired_time: 0.0000000000, propagate_forward_time: 4.7482509613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2876157761
validation[          , genome  5796] predictions:    9736/  10000 (97.36%), best:    9749/10000 (97.49%), error:       929.71173, best error:       838.95709 on epoch:    45, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 61.8919296265s, input_fired_time: 0.7536640763, output_fired_time: 0.4453698695, propagate_forward_time: 23.8631591797, propagate_backward_time: 35.2106094360, weight_update_time: 0.0686092228, other_time: 1.6191253662
epoch time: 5.0017209053s, input_fired_time: 0.0787966400, output_fired_time: 0.0000000000, propagate_forward_time: 4.6478819847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2750420570
validation[          , genome  5796] predictions:    9728/  10000 (97.28%), best:    9749/10000 (97.49%), error:       920.11469, best error:       838.95709 on epoch:    45, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 62.0384025574s, input_fired_time: 0.7485864162, output_fired_time: 0.4475077689, propagate_forward_time: 23.7909851074, propagate_backward_time: 35.4510459900, weight_update_time: 0.0685840398, other_time: 1.6002807617
epoch time: 5.3912138939s, input_fired_time: 0.0843892246, output_fired_time: 0.0000000000, propagate_forward_time: 5.0124344826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943902016
validation[          , genome  5796] predictions:    9701/  10000 (97.01%), best:    9749/10000 (97.49%), error:       993.13501, best error:       838.95709 on epoch:    45, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 62.6464080811s, input_fired_time: 0.7487981915, output_fired_time: 0.4559191763, propagate_forward_time: 24.0327262878, propagate_backward_time: 35.8005447388, weight_update_time: 0.0698316768, other_time: 1.6084213257
epoch time: 4.9888529778s, input_fired_time: 0.0787541419, output_fired_time: 0.0000000000, propagate_forward_time: 4.6327261925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2773728371
validation[          , genome  5796] predictions:    9728/  10000 (97.28%), best:    9749/10000 (97.49%), error:       936.44592, best error:       838.95709 on epoch:    45, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 61.4251670837s, input_fired_time: 0.7419217825, output_fired_time: 0.4470634162, propagate_forward_time: 23.5727367401, propagate_backward_time: 35.0678443909, weight_update_time: 0.0684449896, other_time: 1.5956001282
epoch time: 4.9064035416s, input_fired_time: 0.0789480507, output_fired_time: 0.0000000000, propagate_forward_time: 4.5547890663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2726664543
validation[          , genome  5796] predictions:    9737/  10000 (97.37%), best:    9749/10000 (97.49%), error:       928.81659, best error:       838.95709 on epoch:    45, 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: 24.6413898468s, input_fired_time: 0.3767684698, output_fired_time: 0.0000000000, propagate_forward_time: 22.8651561737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3994655609
best training[          , genome  5796] predictions:   49340/  50000 (98.68%), best:    9749/10000 (97.49%), error:      2371.47339, best error:       838.95709 on epoch:    45, 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: 4.9572811127s, input_fired_time: 0.0735031888, output_fired_time: 0.0000000000, propagate_forward_time: 4.6045918465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2791862488
   testing[          , genome  5796] predictions:    9764/  10000 (97.64%), best:    9749/10000 (97.49%), error:       769.56360, best error:       838.95709 on epoch:    45, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:13:40 (5611): called boinc_finish(0)

</stderr_txt>
]]>