Nameexact_genome_1508499903_25_13177_2
Workunit2256199
Created22 Oct 2017, 11:33:44 UTC
Sent22 Oct 2017, 12:16:39 UTC
Report deadline2 Dec 2017, 6:22:17 UTC
Received25 Oct 2017, 2:59:16 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time20 hours 40 min 24 sec
CPU time20 hours 25 min 53 sec
Validate stateValid
Credit10,188.48
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size166.29 MB
Peak swap size167.98 MB
Peak disk usage3.08 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
ime: 52.5613174438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6802825928
validation[          , genome 13177] predictions:    9792/  10000 (97.92%), best:    9850/10000 (98.50%), error:       647.00903, best error:       513.07007 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 675.1935424805s, input_fired_time: 7.8402967453, output_fired_time: 5.9381856918, propagate_forward_time: 262.2473754883, propagate_backward_time: 389.7145385742, weight_update_time: 0.6988142729, other_time: 9.4531860352
epoch time: 55.1392936707s, input_fired_time: 0.9055311680, output_fired_time: 0.0000000000, propagate_forward_time: 52.5783920288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6553688049
validation[          , genome 13177] predictions:    9843/  10000 (98.43%), best:    9850/10000 (98.50%), error:       520.45856, best error:       513.07007 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 673.8955688477s, input_fired_time: 7.8155651093, output_fired_time: 5.8829579353, propagate_forward_time: 261.7364196777, propagate_backward_time: 389.1291503906, weight_update_time: 0.6920686364, other_time: 9.3315124512
epoch time: 55.2356719971s, input_fired_time: 0.8919049501, output_fired_time: 0.0000000000, propagate_forward_time: 52.6427307129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7010345459
validation[          , genome 13177] predictions:    9824/  10000 (98.24%), best:    9850/10000 (98.50%), error:       544.81750, best error:       513.07007 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 674.5207519531s, input_fired_time: 7.8373003006, output_fired_time: 5.9322147369, propagate_forward_time: 262.5245666504, propagate_backward_time: 388.8546752930, weight_update_time: 0.6998688579, other_time: 9.3720397949
epoch time: 54.8036689758s, input_fired_time: 0.8928534985, output_fired_time: 0.0000000000, propagate_forward_time: 52.2525024414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6583137512
validation[          , genome 13177] predictions:    9854/  10000 (98.54%), best:    9854/10000 (98.54%), error:       460.03265, best error:       460.03265 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 677.2595214844s, input_fired_time: 7.8481006622, output_fired_time: 6.0282545090, propagate_forward_time: 263.1359863281, propagate_backward_time: 390.7850036621, weight_update_time: 0.7026747465, other_time: 9.4621887207
epoch time: 55.4773979187s, input_fired_time: 0.9144976735, output_fired_time: 0.0000000000, propagate_forward_time: 52.8764419556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6864585876
validation[          , genome 13177] predictions:    9835/  10000 (98.35%), best:    9854/10000 (98.54%), error:       550.26056, best error:       460.03265 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 677.5700073242s, input_fired_time: 7.9151873589, output_fired_time: 5.9807305336, propagate_forward_time: 263.7419433594, propagate_backward_time: 390.5014648438, weight_update_time: 0.6966105700, other_time: 9.4307250977
epoch time: 55.5176887512s, input_fired_time: 0.9205690026, output_fired_time: 0.0000000000, propagate_forward_time: 52.8414192200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7556991577
validation[          , genome 13177] predictions:    9856/  10000 (98.56%), best:    9854/10000 (98.54%), error:       462.53970, best error:       460.03265 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 678.8381958008s, input_fired_time: 7.9079751968, output_fired_time: 5.9476428032, propagate_forward_time: 263.4208984375, propagate_backward_time: 392.0057983398, weight_update_time: 0.7104879618, other_time: 9.5559082031
epoch time: 55.1208305359s, input_fired_time: 0.9101592898, output_fired_time: 0.0000000000, propagate_forward_time: 52.4962272644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7144432068
validation[          , genome 13177] predictions:    9825/  10000 (98.25%), best:    9854/10000 (98.54%), error:       557.17169, best error:       460.03265 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 680.2502441406s, input_fired_time: 7.8912100792, output_fired_time: 5.9901146889, propagate_forward_time: 264.3237304688, propagate_backward_time: 392.4807128906, weight_update_time: 0.7127931118, other_time: 9.5644531250
epoch time: 55.0124931335s, input_fired_time: 0.9146511555, output_fired_time: 0.0000000000, propagate_forward_time: 52.3682250977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7296180725
validation[          , genome 13177] predictions:    9832/  10000 (98.32%), best:    9854/10000 (98.54%), error:       505.38123, best error:       460.03265 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 682.5933227539s, input_fired_time: 7.9679436684, output_fired_time: 6.0408339500, propagate_forward_time: 265.2651367188, propagate_backward_time: 393.6976623535, weight_update_time: 0.6935656667, other_time: 9.6217346191
epoch time: 55.3724594116s, input_fired_time: 0.9182234406, output_fired_time: 0.0000000000, propagate_forward_time: 52.7240409851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7301940918
validation[          , genome 13177] predictions:    9852/  10000 (98.52%), best:    9854/10000 (98.54%), error:       497.05060, best error:       460.03265 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 672.0977172852s, input_fired_time: 7.8561286926, output_fired_time: 5.8967094421, propagate_forward_time: 261.5030517578, propagate_backward_time: 387.4401245117, weight_update_time: 0.6935750246, other_time: 9.4016723633
epoch time: 54.8648757935s, input_fired_time: 0.9077647924, output_fired_time: 0.0000000000, propagate_forward_time: 52.2203025818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7368087769
validation[          , genome 13177] predictions:    9850/  10000 (98.50%), best:    9854/10000 (98.54%), error:       488.27795, best error:       460.03265 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 673.3471679688s, input_fired_time: 7.8382525444, output_fired_time: 5.8822350502, propagate_forward_time: 261.9060363770, propagate_backward_time: 388.2777404785, weight_update_time: 0.6914462447, other_time: 9.4428710938
epoch time: 54.3785934448s, input_fired_time: 0.8988745809, output_fired_time: 0.0000000000, propagate_forward_time: 51.7936286926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6860885620
validation[          , genome 13177] predictions:    9862/  10000 (98.62%), best:    9854/10000 (98.54%), error:       469.74600, best error:       460.03265 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 680.4540405273s, input_fired_time: 7.9488792419, output_fired_time: 6.0466079712, propagate_forward_time: 264.9300231934, propagate_backward_time: 391.9146118164, weight_update_time: 0.7440276146, other_time: 9.6139221191
epoch time: 55.9990196228s, input_fired_time: 0.9135143757, output_fired_time: 0.0000000000, propagate_forward_time: 53.3672180176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7182884216
validation[          , genome 13177] predictions:    9860/  10000 (98.60%), best:    9854/10000 (98.54%), error:       476.73859, best error:       460.03265 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 678.8265380859s, input_fired_time: 7.9432311058, output_fired_time: 6.0319814682, propagate_forward_time: 263.4816894531, propagate_backward_time: 391.7975158691, weight_update_time: 0.7022058964, other_time: 9.5721130371
epoch time: 54.8837242126s, input_fired_time: 0.9061732888, output_fired_time: 0.0000000000, propagate_forward_time: 52.2563095093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7212409973
validation[          , genome 13177] predictions:    9851/  10000 (98.51%), best:    9854/10000 (98.54%), error:       485.43777, best error:       460.03265 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 675.1542968750s, input_fired_time: 7.9191703796, output_fired_time: 5.9194717407, propagate_forward_time: 262.0633544922, propagate_backward_time: 389.6976928711, weight_update_time: 0.7096791863, other_time: 9.5545654297
epoch time: 54.3273162842s, input_fired_time: 0.9018324018, output_fired_time: 0.0000000000, propagate_forward_time: 51.7694740295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6560096741
validation[          , genome 13177] predictions:    9834/  10000 (98.34%), best:    9854/10000 (98.54%), error:       556.23413, best error:       460.03265 on epoch:    17, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 672.2038574219s, input_fired_time: 7.8208575249, output_fired_time: 5.9418983459, propagate_forward_time: 261.6645507812, propagate_backward_time: 387.3985290527, weight_update_time: 0.6911604404, other_time: 9.3780212402
epoch time: 54.8910102844s, input_fired_time: 0.9184596539, output_fired_time: 0.0000000000, propagate_forward_time: 52.2562599182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7162895203
validation[          , genome 13177] predictions:    9855/  10000 (98.55%), best:    9854/10000 (98.54%), error:       469.57660, best error:       460.03265 on epoch:    17, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 673.7169799805s, input_fired_time: 7.9176411629, output_fired_time: 5.9052472115, propagate_forward_time: 262.0963134766, propagate_backward_time: 388.2811889648, weight_update_time: 0.6958558559, other_time: 9.5165405273
epoch time: 56.9865875244s, input_fired_time: 0.9577403665, output_fired_time: 0.0000000000, propagate_forward_time: 54.2676925659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7611541748
validation[          , genome 13177] predictions:    9844/  10000 (98.44%), best:    9854/10000 (98.54%), error:       519.82764, best error:       460.03265 on epoch:    17, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 672.9306640625s, input_fired_time: 7.8837547302, output_fired_time: 5.8889369965, propagate_forward_time: 261.7911987305, propagate_backward_time: 387.9046020508, weight_update_time: 0.7057814002, other_time: 9.4622192383
epoch time: 55.2858848572s, input_fired_time: 0.9327033758, output_fired_time: 0.0000000000, propagate_forward_time: 52.6039772034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7492027283
validation[          , genome 13177] predictions:    9861/  10000 (98.61%), best:    9861/10000 (98.61%), error:       453.31277, best error:       453.31277 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 670.1779174805s, input_fired_time: 7.8531203270, output_fired_time: 5.9304828644, propagate_forward_time: 260.6274414062, propagate_backward_time: 386.3472290039, weight_update_time: 0.6940243840, other_time: 9.4196166992
epoch time: 54.5375022888s, input_fired_time: 0.9101306796, output_fired_time: 0.0000000000, propagate_forward_time: 51.9545021057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6728706360
validation[          , genome 13177] predictions:    9847/  10000 (98.47%), best:    9861/10000 (98.61%), error:       486.96289, best error:       453.31277 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 677.8219604492s, input_fired_time: 7.9377799034, output_fired_time: 6.0448036194, propagate_forward_time: 263.2033386230, propagate_backward_time: 391.0157165527, weight_update_time: 0.7034927607, other_time: 9.6203002930
epoch time: 56.6157989502s, input_fired_time: 0.9378495216, output_fired_time: 0.0000000000, propagate_forward_time: 53.9499473572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7280006409
validation[          , genome 13177] predictions:    9822/  10000 (98.22%), best:    9861/10000 (98.61%), error:       568.45697, best error:       453.31277 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 683.8032226562s, input_fired_time: 8.0585641861, output_fired_time: 6.0011544228, propagate_forward_time: 266.5626525879, propagate_backward_time: 393.5828857422, weight_update_time: 0.7061873078, other_time: 9.5979309082
epoch time: 55.2707901001s, input_fired_time: 0.9311047792, output_fired_time: 0.0000000000, propagate_forward_time: 52.6020507812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7376327515
validation[          , genome 13177] predictions:    9845/  10000 (98.45%), best:    9861/10000 (98.61%), error:       474.26596, best error:       453.31277 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 680.0820922852s, input_fired_time: 7.9475874901, output_fired_time: 5.9766116142, propagate_forward_time: 264.1206665039, propagate_backward_time: 392.3835754395, weight_update_time: 0.7053304911, other_time: 9.6536560059
epoch time: 55.4223709106s, input_fired_time: 0.9257420301, output_fired_time: 0.0000000000, propagate_forward_time: 52.7518272400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7448005676
validation[          , genome 13177] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       405.40591, best error:       405.40591 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 675.6160278320s, input_fired_time: 7.8902630806, output_fired_time: 5.9296498299, propagate_forward_time: 262.8139038086, propagate_backward_time: 389.5740051270, weight_update_time: 0.6924318671, other_time: 9.4082336426
epoch time: 54.8688812256s, input_fired_time: 0.9047317505, output_fired_time: 0.0000000000, propagate_forward_time: 52.2937278748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6704216003
validation[          , genome 13177] predictions:    9863/  10000 (98.63%), best:    9871/10000 (98.71%), error:       416.29813, best error:       405.40591 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 676.7297973633s, input_fired_time: 7.9328355789, output_fired_time: 5.9699769020, propagate_forward_time: 263.4905700684, propagate_backward_time: 389.7818603516, weight_update_time: 0.6926508546, other_time: 9.5545349121
epoch time: 55.0974731445s, input_fired_time: 0.9194542170, output_fired_time: 0.0000000000, propagate_forward_time: 52.4994926453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6785278320
validation[          , genome 13177] predictions:    9820/  10000 (98.20%), best:    9871/10000 (98.71%), error:       532.93439, best error:       405.40591 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 674.0682983398s, input_fired_time: 7.8735299110, output_fired_time: 5.8708767891, propagate_forward_time: 262.4953002930, propagate_backward_time: 388.4797973633, weight_update_time: 0.6997354627, other_time: 9.3488159180
epoch time: 55.0051422119s, input_fired_time: 0.9135273099, output_fired_time: 0.0000000000, propagate_forward_time: 52.4218635559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6697502136
validation[          , genome 13177] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       404.26694, best error:       404.26694 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 674.7251586914s, input_fired_time: 7.9549612999, output_fired_time: 5.9387063980, propagate_forward_time: 262.8619995117, propagate_backward_time: 388.4873352051, weight_update_time: 0.7043021917, other_time: 9.4821472168
epoch time: 55.2804603577s, input_fired_time: 0.9256173372, output_fired_time: 0.0000000000, propagate_forward_time: 52.6191596985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7356834412
validation[          , genome 13177] predictions:    9864/  10000 (98.64%), best:    9885/10000 (98.85%), error:       447.24432, best error:       404.26694 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 681.6398315430s, input_fired_time: 8.0115337372, output_fired_time: 5.9934945107, propagate_forward_time: 264.4132690430, propagate_backward_time: 393.6979980469, weight_update_time: 0.7047165632, other_time: 9.5235595703
epoch time: 55.8251571655s, input_fired_time: 0.9531658292, output_fired_time: 0.0000000000, propagate_forward_time: 53.0688476562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8031425476
validation[          , genome 13177] predictions:    9828/  10000 (98.28%), best:    9885/10000 (98.85%), error:       596.45581, best error:       404.26694 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 677.5438232422s, input_fired_time: 8.0191860199, output_fired_time: 5.9744801521, propagate_forward_time: 263.3829345703, propagate_backward_time: 390.6106262207, weight_update_time: 0.6932855248, other_time: 9.5566101074
epoch time: 55.0481872559s, input_fired_time: 0.9319395423, output_fired_time: 0.0000000000, propagate_forward_time: 52.4361648560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6800842285
validation[          , genome 13177] predictions:    9878/  10000 (98.78%), best:    9885/10000 (98.85%), error:       414.77167, best error:       404.26694 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 677.2313842773s, input_fired_time: 7.9567127228, output_fired_time: 5.9196753502, propagate_forward_time: 263.2090454102, propagate_backward_time: 390.6027221680, weight_update_time: 0.7107381225, other_time: 9.5432128906
epoch time: 55.2696990967s, input_fired_time: 0.9267544746, output_fired_time: 0.0000000000, propagate_forward_time: 52.6710319519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6719131470
validation[          , genome 13177] predictions:    9855/  10000 (98.55%), best:    9885/10000 (98.85%), error:       448.38168, best error:       404.26694 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 673.1605834961s, input_fired_time: 7.9672341347, output_fired_time: 5.9493770599, propagate_forward_time: 262.1997985840, propagate_backward_time: 387.6129455566, weight_update_time: 0.6965736747, other_time: 9.4312133789
epoch time: 54.9727096558s, input_fired_time: 0.9246338010, output_fired_time: 0.0000000000, propagate_forward_time: 52.3832931519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6647834778
validation[          , genome 13177] predictions:    9816/  10000 (98.16%), best:    9885/10000 (98.85%), error:       566.38385, best error:       404.26694 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 674.0131225586s, input_fired_time: 7.9045219421, output_fired_time: 5.9839615822, propagate_forward_time: 261.8534240723, propagate_backward_time: 388.8906250000, weight_update_time: 0.6985562444, other_time: 9.3805847168
epoch time: 55.0995445251s, input_fired_time: 0.9306816459, output_fired_time: 0.0000000000, propagate_forward_time: 52.4621315002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7067298889
validation[          , genome 13177] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       375.65350, best error:       375.65350 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 679.9413452148s, input_fired_time: 8.0788145065, output_fired_time: 6.0140600204, propagate_forward_time: 265.2027282715, propagate_backward_time: 391.1929931641, weight_update_time: 0.6965246201, other_time: 9.4527893066
epoch time: 55.6325035095s, input_fired_time: 0.9622784257, output_fired_time: 0.0000000000, propagate_forward_time: 52.9466857910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7235374451
validation[          , genome 13177] predictions:    9884/  10000 (98.84%), best:    9889/10000 (98.89%), error:       409.21466, best error:       375.65350 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 682.1474609375s, input_fired_time: 8.0236825943, output_fired_time: 5.9760251045, propagate_forward_time: 266.4477844238, propagate_backward_time: 392.1179199219, weight_update_time: 0.7067763209, other_time: 9.5820617676
epoch time: 55.5750999451s, input_fired_time: 0.9547321200, output_fired_time: 0.0000000000, propagate_forward_time: 52.8713951111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7489738464
validation[          , genome 13177] predictions:    9880/  10000 (98.80%), best:    9889/10000 (98.89%), error:       390.65378, best error:       375.65350 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 687.6444702148s, input_fired_time: 8.0235548019, output_fired_time: 6.0456676483, propagate_forward_time: 267.5230102539, propagate_backward_time: 396.4053039551, weight_update_time: 0.7002560496, other_time: 9.6469421387
epoch time: 54.9877662659s, input_fired_time: 0.9193981290, output_fired_time: 0.0000000000, propagate_forward_time: 52.3958168030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6725502014
validation[          , genome 13177] predictions:    9866/  10000 (98.66%), best:    9889/10000 (98.89%), error:       433.39838, best error:       375.65350 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 684.6655273438s, input_fired_time: 8.0324754715, output_fired_time: 5.9748392105, propagate_forward_time: 266.8642272949, propagate_backward_time: 394.1011352539, weight_update_time: 0.7188137174, other_time: 9.6928405762
epoch time: 55.4677085876s, input_fired_time: 0.9241995215, output_fired_time: 0.0000000000, propagate_forward_time: 52.8432540894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7002563477
validation[          , genome 13177] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       367.13971, best error:       367.13971 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 688.6796264648s, input_fired_time: 8.0738410950, output_fired_time: 6.0559687614, propagate_forward_time: 268.2432556152, propagate_backward_time: 396.5334777832, weight_update_time: 0.7080748081, other_time: 9.7730712891
epoch time: 55.0326881409s, input_fired_time: 0.9246345758, output_fired_time: 0.0000000000, propagate_forward_time: 52.4346466064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6734085083
validation[          , genome 13177] predictions:    9888/  10000 (98.88%), best:    9887/10000 (98.87%), error:       377.87991, best error:       367.13971 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 681.7620239258s, input_fired_time: 7.9694795609, output_fired_time: 5.9894328117, propagate_forward_time: 265.6919860840, propagate_backward_time: 392.6368713379, weight_update_time: 0.7066519856, other_time: 9.4742431641
epoch time: 57.4663200378s, input_fired_time: 0.9714894295, output_fired_time: 0.0000000000, propagate_forward_time: 54.7164611816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7783699036
validation[          , genome 13177] predictions:    9870/  10000 (98.70%), best:    9887/10000 (98.87%), error:       413.21835, best error:       367.13971 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 682.9000244141s, input_fired_time: 8.0650796890, output_fired_time: 6.0630707741, propagate_forward_time: 266.1926269531, propagate_backward_time: 392.9540405273, weight_update_time: 0.7167655230, other_time: 9.6252441406
epoch time: 58.2221908569s, input_fired_time: 1.0089795589, output_fired_time: 0.0000000000, propagate_forward_time: 55.3758850098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8373260498
validation[          , genome 13177] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       355.47226, best error:       355.47226 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 684.1788940430s, input_fired_time: 8.0301237106, output_fired_time: 6.0152664185, propagate_forward_time: 265.9042358398, propagate_backward_time: 394.5154724121, weight_update_time: 0.7316309810, other_time: 9.7137756348
epoch time: 56.1464233398s, input_fired_time: 0.9602913857, output_fired_time: 0.0000000000, propagate_forward_time: 53.4194107056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7667198181
validation[          , genome 13177] predictions:    9881/  10000 (98.81%), best:    9894/10000 (98.94%), error:       387.22870, best error:       355.47226 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 677.8488159180s, input_fired_time: 7.9707369804, output_fired_time: 6.0100784302, propagate_forward_time: 263.7284240723, propagate_backward_time: 390.6963500977, weight_update_time: 0.7015925050, other_time: 9.4432067871
epoch time: 55.7971115112s, input_fired_time: 0.9298248291, output_fired_time: 0.0000000000, propagate_forward_time: 53.1341857910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7331008911
validation[          , genome 13177] predictions:    9888/  10000 (98.88%), best:    9894/10000 (98.94%), error:       373.86258, best error:       355.47226 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 678.2677612305s, input_fired_time: 8.0205364227, output_fired_time: 6.0447201729, propagate_forward_time: 264.1984252930, propagate_backward_time: 390.3693237305, weight_update_time: 0.7036899328, other_time: 9.6347656250
epoch time: 55.5081253052s, input_fired_time: 0.9312316179, output_fired_time: 0.0000000000, propagate_forward_time: 52.8958930969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6809997559
validation[          , genome 13177] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       359.91968, best error:       355.47226 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 679.4867553711s, input_fired_time: 8.0112657547, output_fired_time: 6.0122480392, propagate_forward_time: 264.4412536621, propagate_backward_time: 391.3722534180, weight_update_time: 0.7090716958, other_time: 9.6496887207
epoch time: 55.5631904602s, input_fired_time: 0.9329618812, output_fired_time: 0.0000000000, propagate_forward_time: 52.9242744446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7059555054
validation[          , genome 13177] predictions:    9880/  10000 (98.80%), best:    9894/10000 (98.94%), error:       372.39474, best error:       355.47226 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 680.4349975586s, input_fired_time: 8.0678768158, output_fired_time: 5.9510211945, propagate_forward_time: 265.4808654785, propagate_backward_time: 391.3630371094, weight_update_time: 0.6991997361, other_time: 9.5721740723
epoch time: 56.2724533081s, input_fired_time: 0.9684400558, output_fired_time: 0.0000000000, propagate_forward_time: 53.6143112183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6897010803
validation[          , genome 13177] predictions:    9886/  10000 (98.86%), best:    9894/10000 (98.94%), error:       382.04355, best error:       355.47226 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 682.9467163086s, input_fired_time: 8.1583709717, output_fired_time: 6.0196847916, propagate_forward_time: 265.8460998535, propagate_backward_time: 393.3915100098, weight_update_time: 0.7027305961, other_time: 9.5310058594
epoch time: 55.0115203857s, input_fired_time: 0.9320655465, output_fired_time: 0.0000000000, propagate_forward_time: 52.3926086426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6868476868
validation[          , genome 13177] predictions:    9886/  10000 (98.86%), best:    9894/10000 (98.94%), error:       365.05170, best error:       355.47226 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 681.0104980469s, input_fired_time: 8.0507059097, output_fired_time: 5.9485478401, propagate_forward_time: 264.6786193848, propagate_backward_time: 392.7361450195, weight_update_time: 0.7095112205, other_time: 9.5964660645
epoch time: 55.5021820068s, input_fired_time: 0.9321831465, output_fired_time: 0.0000000000, propagate_forward_time: 52.8556518555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7143478394
validation[          , genome 13177] predictions:    9867/  10000 (98.67%), best:    9894/10000 (98.94%), error:       452.33331, best error:       355.47226 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 681.3119506836s, input_fired_time: 8.0478668213, output_fired_time: 6.0013866425, propagate_forward_time: 264.4334106445, propagate_backward_time: 393.2409362793, weight_update_time: 0.7215738893, other_time: 9.5883483887
epoch time: 55.5380287170s, input_fired_time: 0.9503942132, output_fired_time: 0.0000000000, propagate_forward_time: 52.8104820251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7771530151
validation[          , genome 13177] predictions:    9884/  10000 (98.84%), best:    9894/10000 (98.94%), error:       385.60461, best error:       355.47226 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 679.3572387695s, input_fired_time: 8.0674600601, output_fired_time: 5.9782128334, propagate_forward_time: 264.3505249023, propagate_backward_time: 391.4138793945, weight_update_time: 0.7088695765, other_time: 9.5471801758
epoch time: 55.6259994507s, input_fired_time: 0.9388025403, output_fired_time: 0.0000000000, propagate_forward_time: 52.9747505188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7124481201
validation[          , genome 13177] predictions:    9872/  10000 (98.72%), best:    9894/10000 (98.94%), error:       406.64017, best error:       355.47226 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 679.2011718750s, input_fired_time: 8.0280284882, output_fired_time: 5.9591197968, propagate_forward_time: 264.3352966309, propagate_backward_time: 391.1491088867, weight_update_time: 0.7235058546, other_time: 9.7296447754
epoch time: 55.3128814697s, input_fired_time: 0.9410104752, output_fired_time: 0.0000000000, propagate_forward_time: 52.6797676086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6921043396
validation[          , genome 13177] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       348.87817, best error:       348.87817 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 677.4893798828s, input_fired_time: 8.0346813202, output_fired_time: 5.9926548004, propagate_forward_time: 263.6771240234, propagate_backward_time: 390.2043457031, weight_update_time: 0.7374223471, other_time: 9.5805664062
epoch time: 56.2429847717s, input_fired_time: 0.9928394556, output_fired_time: 0.0000000000, propagate_forward_time: 53.4943885803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7557563782
validation[          , genome 13177] predictions:    9886/  10000 (98.86%), best:    9897/10000 (98.97%), error:       389.33740, best error:       348.87817 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 678.8192749023s, input_fired_time: 8.1040277481, output_fired_time: 5.9851117134, propagate_forward_time: 264.7833862305, propagate_backward_time: 390.3418273926, weight_update_time: 0.7043783069, other_time: 9.6049499512
epoch time: 55.5245323181s, input_fired_time: 0.9779545665, output_fired_time: 0.0000000000, propagate_forward_time: 52.8129959106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7335815430
validation[          , genome 13177] predictions:    9872/  10000 (98.72%), best:    9897/10000 (98.97%), error:       434.71045, best error:       348.87817 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 683.3005371094s, input_fired_time: 8.1114120483, output_fired_time: 6.0831212997, propagate_forward_time: 265.7533874512, propagate_backward_time: 393.7508850098, weight_update_time: 0.7081316113, other_time: 9.6017456055
epoch time: 56.1878585815s, input_fired_time: 0.9825322628, output_fired_time: 0.0000000000, propagate_forward_time: 53.4609756470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7443504333
validation[          , genome 13177] predictions:    9877/  10000 (98.77%), best:    9897/10000 (98.97%), error:       419.09555, best error:       348.87817 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 679.7891235352s, input_fired_time: 8.0432643890, output_fired_time: 6.0525774956, propagate_forward_time: 264.0667419434, propagate_backward_time: 392.1958618164, weight_update_time: 0.7022188902, other_time: 9.4306945801
epoch time: 55.6201362610s, input_fired_time: 0.9509666562, output_fired_time: 0.0000000000, propagate_forward_time: 52.9166870117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7524833679
validation[          , genome 13177] predictions:    9883/  10000 (98.83%), best:    9897/10000 (98.97%), error:       381.63159, best error:       348.87817 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 674.8055419922s, input_fired_time: 7.9893217087, output_fired_time: 5.9668655396, propagate_forward_time: 262.3838806152, propagate_backward_time: 388.9704284668, weight_update_time: 0.7561072111, other_time: 9.4950561523
epoch time: 55.4353866577s, input_fired_time: 0.9410555959, output_fired_time: 0.0000000000, propagate_forward_time: 52.7918128967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7025184631
validation[          , genome 13177] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       335.46594, best error:       335.46594 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 675.6314697266s, input_fired_time: 7.9954156876, output_fired_time: 5.9650363922, propagate_forward_time: 262.6996154785, propagate_backward_time: 389.4306335449, weight_update_time: 0.6987444162, other_time: 9.5407714844
epoch time: 54.9802322388s, input_fired_time: 0.9367027283, output_fired_time: 0.0000000000, propagate_forward_time: 52.3302230835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7133064270
validation[          , genome 13177] predictions:    9875/  10000 (98.75%), best:    9897/10000 (98.97%), error:       404.48752, best error:       335.46594 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 677.9698486328s, input_fired_time: 8.0666828156, output_fired_time: 5.9406890869, propagate_forward_time: 263.8145446777, propagate_backward_time: 390.5957946777, weight_update_time: 0.7037805915, other_time: 9.5521240234
epoch time: 55.6638298035s, input_fired_time: 0.9353008270, output_fired_time: 0.0000000000, propagate_forward_time: 53.0156517029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7128791809
validation[          , genome 13177] predictions:    9880/  10000 (98.80%), best:    9897/10000 (98.97%), error:       391.49637, best error:       335.46594 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 677.3327636719s, input_fired_time: 8.0407829285, output_fired_time: 6.0223612785, propagate_forward_time: 263.7204895020, propagate_backward_time: 389.9159545898, weight_update_time: 0.7010680437, other_time: 9.6332092285
epoch time: 55.9411735535s, input_fired_time: 0.9519348741, output_fired_time: 0.0000000000, propagate_forward_time: 53.2810134888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7082252502
validation[          , genome 13177] predictions:    9898/  10000 (98.98%), best:    9897/10000 (98.97%), error:       337.75162, best error:       335.46594 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 682.1933593750s, input_fired_time: 8.0762643814, output_fired_time: 6.0210633278, propagate_forward_time: 265.0242919922, propagate_backward_time: 393.4936218262, weight_update_time: 0.6964601874, other_time: 9.5780944824
epoch time: 55.1453323364s, input_fired_time: 0.9554936290, output_fired_time: 0.0000000000, propagate_forward_time: 52.4898338318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7000045776
validation[          , genome 13177] predictions:    9883/  10000 (98.83%), best:    9897/10000 (98.97%), error:       348.06384, best error:       335.46594 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 678.1599731445s, input_fired_time: 8.1508874893, output_fired_time: 6.0255088806, propagate_forward_time: 264.2638549805, propagate_backward_time: 390.2239685059, weight_update_time: 0.6952128410, other_time: 9.4957580566
epoch time: 55.0597534180s, input_fired_time: 0.9438779354, output_fired_time: 0.0000000000, propagate_forward_time: 52.3954811096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7203941345
validation[          , genome 13177] predictions:    9867/  10000 (98.67%), best:    9897/10000 (98.97%), error:       424.93262, best error:       335.46594 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 682.2581787109s, input_fired_time: 8.1894302368, output_fired_time: 5.9935803413, propagate_forward_time: 265.2142333984, propagate_backward_time: 393.1755371094, weight_update_time: 0.6974552870, other_time: 9.6853637695
epoch time: 55.2930412292s, input_fired_time: 0.9427099228, output_fired_time: 0.0000000000, propagate_forward_time: 52.6159629822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7343673706
validation[          , genome 13177] predictions:    9896/  10000 (98.96%), best:    9897/10000 (98.97%), error:       340.72394, best error:       335.46594 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 674.5717773438s, input_fired_time: 7.9949645996, output_fired_time: 5.9463038445, propagate_forward_time: 261.9476928711, propagate_backward_time: 389.0976562500, weight_update_time: 0.7062361240, other_time: 9.5851440430
epoch time: 55.5598640442s, input_fired_time: 0.9686387777, output_fired_time: 0.0000000000, propagate_forward_time: 52.8786430359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7125816345
validation[          , genome 13177] predictions:    9879/  10000 (98.79%), best:    9897/10000 (98.97%), error:       397.74927, best error:       335.46594 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 679.0020141602s, input_fired_time: 8.0658254623, output_fired_time: 5.9852786064, propagate_forward_time: 264.0705566406, propagate_backward_time: 391.3161621094, weight_update_time: 0.7029307485, other_time: 9.5642089844
epoch time: 55.2447166443s, input_fired_time: 0.9559327960, output_fired_time: 0.0000000000, propagate_forward_time: 52.5952072144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6935768127
validation[          , genome 13177] predictions:    9893/  10000 (98.93%), best:    9897/10000 (98.97%), error:       354.73111, best error:       335.46594 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 679.1763305664s, input_fired_time: 8.0613298416, output_fired_time: 6.0261979103, propagate_forward_time: 264.1671142578, propagate_backward_time: 391.2435607910, weight_update_time: 0.7073745728, other_time: 9.6781311035
epoch time: 56.6978416443s, input_fired_time: 0.9882977009, output_fired_time: 0.0000000000, propagate_forward_time: 53.9430618286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7664833069
validation[          , genome 13177] predictions:    9865/  10000 (98.65%), best:    9897/10000 (98.97%), error:       411.85669, best error:       335.46594 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 683.5945434570s, input_fired_time: 8.0817117691, output_fired_time: 6.0248470306, propagate_forward_time: 266.4474792480, propagate_backward_time: 393.3888549805, weight_update_time: 0.7034561634, other_time: 9.6516418457
epoch time: 56.1744422913s, input_fired_time: 0.9396693707, output_fired_time: 0.0000000000, propagate_forward_time: 53.5037269592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7310447693
validation[          , genome 13177] predictions:    9893/  10000 (98.93%), best:    9897/10000 (98.97%), error:       340.08762, best error:       335.46594 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 683.2579956055s, input_fired_time: 8.1412792206, output_fired_time: 5.9773879051, propagate_forward_time: 265.8785095215, propagate_backward_time: 393.6537170410, weight_update_time: 0.7129518390, other_time: 9.6070556641
epoch time: 55.0742950439s, input_fired_time: 0.9512140751, output_fired_time: 0.0000000000, propagate_forward_time: 52.3584136963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7646675110
validation[          , genome 13177] predictions:    9891/  10000 (98.91%), best:    9897/10000 (98.97%), error:       368.84485, best error:       335.46594 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 673.5794677734s, input_fired_time: 8.0196714401, output_fired_time: 5.9509949684, propagate_forward_time: 262.0813598633, propagate_backward_time: 387.9284667969, weight_update_time: 0.7094967365, other_time: 9.5989990234
epoch time: 54.7960395813s, input_fired_time: 0.9342649579, output_fired_time: 0.0000000000, propagate_forward_time: 52.1564292908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7053451538
validation[          , genome 13177] predictions:    9891/  10000 (98.91%), best:    9897/10000 (98.97%), error:       341.23517, best error:       335.46594 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 675.0014648438s, input_fired_time: 8.0293321609, output_fired_time: 5.9530014992, propagate_forward_time: 262.4841003418, propagate_backward_time: 388.9417419434, weight_update_time: 0.7105876803, other_time: 9.5932617188
epoch time: 54.8172416687s, input_fired_time: 0.9254743457, output_fired_time: 0.0000000000, propagate_forward_time: 52.2051429749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6866226196
validation[          , genome 13177] predictions:    9882/  10000 (98.82%), best:    9897/10000 (98.97%), error:       360.50748, best error:       335.46594 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 674.0102539062s, input_fired_time: 8.0002202988, output_fired_time: 5.9296374321, propagate_forward_time: 261.8662109375, propagate_backward_time: 388.7454528809, weight_update_time: 0.6972665191, other_time: 9.4687194824
epoch time: 54.8232917786s, input_fired_time: 0.9379275441, output_fired_time: 0.0000000000, propagate_forward_time: 52.1986579895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6867065430
validation[          , genome 13177] predictions:    9884/  10000 (98.84%), best:    9897/10000 (98.97%), error:       389.84686, best error:       335.46594 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 673.9642944336s, input_fired_time: 8.0084333420, output_fired_time: 5.9656491280, propagate_forward_time: 262.2918395996, propagate_backward_time: 388.1971130371, weight_update_time: 0.6990298629, other_time: 9.5012817383
epoch time: 55.1283569336s, input_fired_time: 0.9391046166, output_fired_time: 0.0000000000, propagate_forward_time: 52.5220756531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6671752930
validation[          , genome 13177] predictions:    9891/  10000 (98.91%), best:    9897/10000 (98.97%), error:       343.84860, best error:       335.46594 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 674.4328002930s, input_fired_time: 8.0423040390, output_fired_time: 5.9619350433, propagate_forward_time: 262.1868591309, propagate_backward_time: 388.7347412109, weight_update_time: 0.6994860172, other_time: 9.5069885254
epoch time: 54.8443412781s, input_fired_time: 0.9385735989, output_fired_time: 0.0000000000, propagate_forward_time: 52.1872711182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7184982300
validation[          , genome 13177] predictions:    9890/  10000 (98.90%), best:    9897/10000 (98.97%), error:       362.98456, best error:       335.46594 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 673.3335571289s, input_fired_time: 8.0230083466, output_fired_time: 5.9348044395, propagate_forward_time: 261.6797180176, propagate_backward_time: 388.1651611328, weight_update_time: 0.6982172728, other_time: 9.5308532715
epoch time: 54.7826805115s, input_fired_time: 0.9352482557, output_fired_time: 0.0000000000, propagate_forward_time: 52.1132354736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7341957092
validation[          , genome 13177] predictions:    9880/  10000 (98.80%), best:    9897/10000 (98.97%), error:       374.78998, best error:       335.46594 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 671.9451293945s, input_fired_time: 8.0109348297, output_fired_time: 5.9471821785, propagate_forward_time: 260.9329528809, propagate_backward_time: 387.4796142578, weight_update_time: 0.6993135810, other_time: 9.5744323730
epoch time: 55.0121841431s, input_fired_time: 0.9365435243, output_fired_time: 0.0000000000, propagate_forward_time: 52.3753395081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7003021240
validation[          , genome 13177] predictions:    9888/  10000 (98.88%), best:    9897/10000 (98.97%), error:       352.92288, best error:       335.46594 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 671.3927612305s, input_fired_time: 8.0271501541, output_fired_time: 5.9393696785, propagate_forward_time: 261.2787780762, propagate_backward_time: 386.6412963867, weight_update_time: 0.7061521411, other_time: 9.5061340332
epoch time: 55.0046348572s, input_fired_time: 0.9440563321, output_fired_time: 0.0000000000, propagate_forward_time: 52.3568916321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7036857605
validation[          , genome 13177] predictions:    9888/  10000 (98.88%), best:    9897/10000 (98.97%), error:       356.26248, best error:       335.46594 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 672.2242431641s, input_fired_time: 8.0165939331, output_fired_time: 5.9210357666, propagate_forward_time: 261.4694213867, propagate_backward_time: 387.2841186523, weight_update_time: 0.7076637149, other_time: 9.5330810547
epoch time: 54.7238159180s, input_fired_time: 0.9534497857, output_fired_time: 0.0000000000, propagate_forward_time: 52.0532646179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7171020508
validation[          , genome 13177] predictions:    9875/  10000 (98.75%), best:    9897/10000 (98.97%), error:       370.71402, best error:       335.46594 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 673.2716064453s, input_fired_time: 8.0230331421, output_fired_time: 5.9323859215, propagate_forward_time: 261.6544494629, propagate_backward_time: 388.1681518555, weight_update_time: 0.7094932199, other_time: 9.4936218262
epoch time: 54.8418960571s, input_fired_time: 0.9364416599, output_fired_time: 0.0000000000, propagate_forward_time: 52.2331199646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6723327637
validation[          , genome 13177] predictions:    9898/  10000 (98.98%), best:    9897/10000 (98.97%), error:       357.24597, best error:       335.46594 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 672.5390625000s, input_fired_time: 8.0461721420, output_fired_time: 5.9176707268, propagate_forward_time: 261.8507995605, propagate_backward_time: 387.1020202637, weight_update_time: 0.6993212104, other_time: 9.6224365234
epoch time: 54.9150924683s, input_fired_time: 0.9600078464, output_fired_time: 0.0000000000, propagate_forward_time: 52.2136955261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7413902283
validation[          , genome 13177] predictions:    9898/  10000 (98.98%), best:    9897/10000 (98.97%), error:       343.65268, best error:       335.46594 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 672.5751953125s, input_fired_time: 8.0404424667, output_fired_time: 5.9507288933, propagate_forward_time: 261.5570373535, propagate_backward_time: 387.3550109863, weight_update_time: 0.7325499654, other_time: 9.6719360352
epoch time: 55.0690689087s, input_fired_time: 0.9540838599, output_fired_time: 0.0000000000, propagate_forward_time: 52.3834342957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7315521240
validation[          , genome 13177] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       355.31860, best error:       335.46594 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 673.9767456055s, input_fired_time: 8.0756006241, output_fired_time: 5.9578709602, propagate_forward_time: 262.1821899414, propagate_backward_time: 388.1845703125, weight_update_time: 0.7130779028, other_time: 9.5764770508
epoch time: 54.7798461914s, input_fired_time: 0.9601103067, output_fired_time: 0.0000000000, propagate_forward_time: 52.1048393250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7148971558
validation[          , genome 13177] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       335.28772, best error:       335.28772 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 671.8290405273s, input_fired_time: 8.0130949020, output_fired_time: 5.9237565994, propagate_forward_time: 261.1330261230, propagate_backward_time: 387.2212524414, weight_update_time: 0.7045735121, other_time: 9.5378723145
epoch time: 54.9069290161s, input_fired_time: 0.9452875853, output_fired_time: 0.0000000000, propagate_forward_time: 52.2264518738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7351913452
validation[          , genome 13177] predictions:    9898/  10000 (98.98%), best:    9901/10000 (99.01%), error:       363.64694, best error:       335.28772 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 671.2772827148s, input_fired_time: 8.0140857697, output_fired_time: 5.9277606010, propagate_forward_time: 261.0611877441, propagate_backward_time: 386.8037719727, weight_update_time: 0.7030809522, other_time: 9.4704895020
epoch time: 55.0108070374s, input_fired_time: 0.9470414519, output_fired_time: 0.0000000000, propagate_forward_time: 52.3455505371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7182159424
validation[          , genome 13177] predictions:    9895/  10000 (98.95%), best:    9901/10000 (99.01%), error:       361.12067, best error:       335.28772 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 673.8596191406s, input_fired_time: 8.0678777695, output_fired_time: 5.9687261581, propagate_forward_time: 262.3863220215, propagate_backward_time: 387.8947753906, weight_update_time: 0.6964082122, other_time: 9.5419006348
epoch time: 55.1398887634s, input_fired_time: 0.9466875792, output_fired_time: 0.0000000000, propagate_forward_time: 52.4884452820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7047576904
validation[          , genome 13177] predictions:    9891/  10000 (98.91%), best:    9901/10000 (99.01%), error:       346.94757, best error:       335.28772 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 673.0779418945s, input_fired_time: 8.0259494781, output_fired_time: 5.9755845070, propagate_forward_time: 261.3810424805, propagate_backward_time: 388.1128845215, weight_update_time: 0.7011018991, other_time: 9.5824890137
epoch time: 54.8739585876s, input_fired_time: 0.9363042712, output_fired_time: 0.0000000000, propagate_forward_time: 52.2500228882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6876296997
validation[          , genome 13177] predictions:    9896/  10000 (98.96%), best:    9901/10000 (99.01%), error:       340.17276, best error:       335.28772 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 674.3023071289s, input_fired_time: 8.0986871719, output_fired_time: 5.9157934189, propagate_forward_time: 262.1301879883, propagate_backward_time: 388.5982360840, weight_update_time: 0.7014983296, other_time: 9.5594177246
epoch time: 55.2873001099s, input_fired_time: 0.9621550441, output_fired_time: 0.0000000000, propagate_forward_time: 52.5784950256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7466506958
validation[          , genome 13177] predictions:    9890/  10000 (98.90%), best:    9901/10000 (99.01%), error:       375.20041, best error:       335.28772 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 678.4907836914s, input_fired_time: 8.1205062866, output_fired_time: 5.9260559082, propagate_forward_time: 264.1050415039, propagate_backward_time: 390.7194824219, weight_update_time: 0.6986919641, other_time: 9.6196899414
epoch time: 55.8394012451s, input_fired_time: 0.9474786520, output_fired_time: 0.0000000000, propagate_forward_time: 53.1466979980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7452239990
validation[          , genome 13177] predictions:    9900/  10000 (99.00%), best:    9901/10000 (99.01%), error:       338.09808, best error:       335.28772 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 687.6118164062s, input_fired_time: 8.1686477661, output_fired_time: 6.0522875786, propagate_forward_time: 266.9680175781, propagate_backward_time: 396.8168029785, weight_update_time: 0.7084971070, other_time: 9.6060485840
epoch time: 55.1883888245s, input_fired_time: 0.9423097968, output_fired_time: 0.0000000000, propagate_forward_time: 52.5422096252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7038688660
validation[          , genome 13177] predictions:    9896/  10000 (98.96%), best:    9901/10000 (99.01%), error:       339.69302, best error:       335.28772 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 691.9539184570s, input_fired_time: 8.2050571442, output_fired_time: 6.1205658913, propagate_forward_time: 267.6662597656, propagate_backward_time: 400.2366943359, weight_update_time: 0.7243654132, other_time: 9.7253417969
epoch time: 56.3975524902s, input_fired_time: 0.9837378860, output_fired_time: 0.0000000000, propagate_forward_time: 53.6721801758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7416343689
validation[          , genome 13177] predictions:    9892/  10000 (98.92%), best:    9901/10000 (99.01%), error:       344.12265, best error:       335.28772 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 681.9389038086s, input_fired_time: 8.1108989716, output_fired_time: 5.9780898094, propagate_forward_time: 265.5202941895, propagate_backward_time: 392.6968383789, weight_update_time: 0.7184776068, other_time: 9.6327819824
epoch time: 55.6713790894s, input_fired_time: 0.9753470421, output_fired_time: 0.0000000000, propagate_forward_time: 52.9620094299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7340240479
validation[          , genome 13177] predictions:    9896/  10000 (98.96%), best:    9901/10000 (99.01%), error:       352.28000, best error:       335.28772 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 681.1619873047s, input_fired_time: 8.1260576248, output_fired_time: 5.9872899055, propagate_forward_time: 264.5780334473, propagate_backward_time: 392.7492370605, weight_update_time: 0.7161137462, other_time: 9.7213745117
epoch time: 55.7103462219s, input_fired_time: 0.9652916193, output_fired_time: 0.0000000000, propagate_forward_time: 53.0221443176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7229118347
validation[          , genome 13177] predictions:    9897/  10000 (98.97%), best:    9901/10000 (99.01%), error:       341.90094, best error:       335.28772 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 680.9020385742s, input_fired_time: 8.1477527618, output_fired_time: 6.0309042931, propagate_forward_time: 264.6873168945, propagate_backward_time: 392.3556213379, weight_update_time: 0.7013468742, other_time: 9.6804504395
epoch time: 58.4219818115s, input_fired_time: 0.9914497137, output_fired_time: 0.0000000000, propagate_forward_time: 55.5763969421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8541336060
validation[          , genome 13177] predictions:    9892/  10000 (98.92%), best:    9901/10000 (99.01%), error:       343.31235, best error:       335.28772 on epoch:    89, 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: 279.3990173340s, input_fired_time: 4.8119883537, output_fired_time: 0.0000000000, propagate_forward_time: 265.9516601562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.6353759766
best training[          , genome 13177] predictions:   49999/  50000 (100.00%), best:    9901/10000 (99.01%), error:       142.20985, best error:       335.28772 on epoch:    89, 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: 55.6168708801s, input_fired_time: 0.9406794906, output_fired_time: 0.0000000000, propagate_forward_time: 52.8190116882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8571815491
   testing[          , genome 13177] predictions:    9910/  10000 (99.10%), best:    9901/10000 (99.01%), error:       274.92712, best error:       335.28772 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:58:56 (26360): called boinc_finish(0)

</stderr_txt>
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