Nameexact_genome_1508499903_24_14305_2
Workunit2261954
Created1 Dec 2017, 23:44:32 UTC
Sent2 Dec 2017, 0:01:11 UTC
Report deadline9 Jan 2018, 23:12:18 UTC
Received5 Dec 2017, 13:00:31 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time21 hours 28 min 34 sec
CPU time21 hours 22 min 35 sec
Validate stateValid
Credit9,741.51
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size167.54 MB
Peak swap size172.46 MB
Peak disk usage5.35 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 708.7199096680s, input_fired_time: 7.6755313873, output_fired_time: 8.1221094131, propagate_forward_time: 264.1465454102, propagate_backward_time: 420.4045410156, weight_update_time: 0.8252453804, other_time: 8.3711547852
epoch time: 55.8492507935s, input_fired_time: 0.9486315250, output_fired_time: 0.0000000000, propagate_forward_time: 53.4430580139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4575614929
validation[          , genome 14305] predictions:    9830/  10000 (98.30%), best:    9831/10000 (98.31%), error:       551.92432, best error:       515.00635 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 711.7935180664s, input_fired_time: 7.7431793213, output_fired_time: 8.1711311340, propagate_forward_time: 265.5753784180, propagate_backward_time: 421.8341979980, weight_update_time: 0.8383175135, other_time: 8.4696350098
epoch time: 55.3122787476s, input_fired_time: 0.9469039440, output_fired_time: 0.0000000000, propagate_forward_time: 52.8993034363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4660720825
validation[          , genome 14305] predictions:    9840/  10000 (98.40%), best:    9831/10000 (98.31%), error:       524.50800, best error:       515.00635 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 708.7436523438s, input_fired_time: 7.6811327934, output_fired_time: 8.1369419098, propagate_forward_time: 264.0058898926, propagate_backward_time: 420.5738220215, weight_update_time: 0.8254324794, other_time: 8.3458251953
epoch time: 48.9978752136s, input_fired_time: 0.9180762172, output_fired_time: 0.0000000000, propagate_forward_time: 46.5156974792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5641021729
validation[          , genome 14305] predictions:    9856/  10000 (98.56%), best:    9856/10000 (98.56%), error:       497.05521, best error:       497.05521 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 705.1544799805s, input_fired_time: 7.6567645073, output_fired_time: 8.1066761017, propagate_forward_time: 262.5095825195, propagate_backward_time: 418.5066528320, weight_update_time: 0.8240730762, other_time: 8.3748168945
epoch time: 55.5544662476s, input_fired_time: 0.9498085976, output_fired_time: 0.0000000000, propagate_forward_time: 53.1530761719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4515800476
validation[          , genome 14305] predictions:    9840/  10000 (98.40%), best:    9856/10000 (98.56%), error:       527.68048, best error:       497.05521 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 708.0908203125s, input_fired_time: 7.6718854904, output_fired_time: 8.1114091873, propagate_forward_time: 264.1605224609, propagate_backward_time: 419.8221130371, weight_update_time: 0.8256793618, other_time: 8.3249206543
epoch time: 55.6792678833s, input_fired_time: 0.9498679638, output_fired_time: 0.0000000000, propagate_forward_time: 53.2796058655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4497947693
validation[          , genome 14305] predictions:    9820/  10000 (98.20%), best:    9856/10000 (98.56%), error:       558.47522, best error:       497.05521 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 703.2089233398s, input_fired_time: 7.6616959572, output_fired_time: 8.1135826111, propagate_forward_time: 261.2644348145, propagate_backward_time: 417.6537170410, weight_update_time: 0.8340025544, other_time: 8.5155029297
epoch time: 55.8598442078s, input_fired_time: 0.9610399008, output_fired_time: 0.0000000000, propagate_forward_time: 53.4574317932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4413719177
validation[          , genome 14305] predictions:    9814/  10000 (98.14%), best:    9856/10000 (98.56%), error:       548.16156, best error:       497.05521 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 706.3226318359s, input_fired_time: 7.6725468636, output_fired_time: 8.1343631744, propagate_forward_time: 262.6970520020, propagate_backward_time: 419.3782348633, weight_update_time: 0.8299054503, other_time: 8.4404602051
epoch time: 55.7489967346s, input_fired_time: 0.9509717226, output_fired_time: 0.0000000000, propagate_forward_time: 53.3271942139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4708290100
validation[          , genome 14305] predictions:    9840/  10000 (98.40%), best:    9856/10000 (98.56%), error:       520.62555, best error:       497.05521 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 711.7556762695s, input_fired_time: 7.6952390671, output_fired_time: 8.1230182648, propagate_forward_time: 266.0701904297, propagate_backward_time: 421.6200561523, weight_update_time: 0.8217967749, other_time: 8.2471313477
epoch time: 56.4402198792s, input_fired_time: 0.9742618203, output_fired_time: 0.0000000000, propagate_forward_time: 54.0108184814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4551391602
validation[          , genome 14305] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       458.86160, best error:       458.86160 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 708.6215209961s, input_fired_time: 7.6884336472, output_fired_time: 8.1133146286, propagate_forward_time: 264.0329284668, propagate_backward_time: 420.4327697754, weight_update_time: 0.8274606466, other_time: 8.3540649414
epoch time: 55.8182868958s, input_fired_time: 0.9662746787, output_fired_time: 0.0000000000, propagate_forward_time: 53.3729972839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4790153503
validation[          , genome 14305] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       430.83374, best error:       430.83374 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 710.3146972656s, input_fired_time: 7.7112922668, output_fired_time: 8.1144552231, propagate_forward_time: 265.6255187988, propagate_backward_time: 420.5399475098, weight_update_time: 0.8264487386, other_time: 8.3234863281
epoch time: 50.6826934814s, input_fired_time: 0.9367743134, output_fired_time: 0.0000000000, propagate_forward_time: 48.1508026123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5951156616
validation[          , genome 14305] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       416.67169, best error:       416.67169 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 710.4263916016s, input_fired_time: 7.6940140724, output_fired_time: 8.1247777939, propagate_forward_time: 265.2997741699, propagate_backward_time: 420.9955749512, weight_update_time: 0.8234449625, other_time: 8.3122558594
epoch time: 55.8248977661s, input_fired_time: 0.9522804022, output_fired_time: 0.0000000000, propagate_forward_time: 53.4344673157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4381484985
validation[          , genome 14305] predictions:    9855/  10000 (98.55%), best:    9867/10000 (98.67%), error:       461.86407, best error:       416.67169 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 709.7591552734s, input_fired_time: 7.6987047195, output_fired_time: 8.1382589340, propagate_forward_time: 264.9201354980, propagate_backward_time: 420.7081604004, weight_update_time: 0.8220876455, other_time: 8.2938842773
epoch time: 55.5939445496s, input_fired_time: 0.9520073533, output_fired_time: 0.0000000000, propagate_forward_time: 53.2182655334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4236717224
validation[          , genome 14305] predictions:    9817/  10000 (98.17%), best:    9867/10000 (98.67%), error:       576.27454, best error:       416.67169 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 695.3942260742s, input_fired_time: 7.6313509941, output_fired_time: 8.0653715134, propagate_forward_time: 256.4909667969, propagate_backward_time: 414.7687377930, weight_update_time: 0.8123264909, other_time: 8.4378051758
epoch time: 56.9050216675s, input_fired_time: 0.9636595845, output_fired_time: 0.0000000000, propagate_forward_time: 54.5049247742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4364356995
validation[          , genome 14305] predictions:    9853/  10000 (98.53%), best:    9867/10000 (98.67%), error:       448.25461, best error:       416.67169 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 705.1046752930s, input_fired_time: 7.6622581482, output_fired_time: 8.1037235260, propagate_forward_time: 262.4112548828, propagate_backward_time: 418.5823669434, weight_update_time: 0.8205523491, other_time: 8.3451232910
epoch time: 53.3628807068s, input_fired_time: 0.9373573661, output_fired_time: 0.0000000000, propagate_forward_time: 50.9480514526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4774703979
validation[          , genome 14305] predictions:    9822/  10000 (98.22%), best:    9867/10000 (98.67%), error:       573.24243, best error:       416.67169 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 708.4152832031s, input_fired_time: 7.7198839188, output_fired_time: 8.1107807159, propagate_forward_time: 263.7454223633, propagate_backward_time: 420.4595947266, weight_update_time: 0.8264283538, other_time: 8.3795776367
epoch time: 55.8855285645s, input_fired_time: 0.9692681432, output_fired_time: 0.0000000000, propagate_forward_time: 53.4561080933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4601516724
validation[          , genome 14305] predictions:    9857/  10000 (98.57%), best:    9867/10000 (98.67%), error:       484.34692, best error:       416.67169 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 709.0153808594s, input_fired_time: 7.7032284737, output_fired_time: 8.1399297714, propagate_forward_time: 264.0744323730, propagate_backward_time: 420.7696838379, weight_update_time: 0.8289021850, other_time: 8.3280639648
epoch time: 55.4639778137s, input_fired_time: 0.9557147622, output_fired_time: 0.0000000000, propagate_forward_time: 53.0428161621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4654464722
validation[          , genome 14305] predictions:    9859/  10000 (98.59%), best:    9867/10000 (98.67%), error:       468.33954, best error:       416.67169 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 708.1107177734s, input_fired_time: 7.7037563324, output_fired_time: 8.1281814575, propagate_forward_time: 264.0493164063, propagate_backward_time: 419.8628845215, weight_update_time: 0.8277495503, other_time: 8.3666076660
epoch time: 56.4950027466s, input_fired_time: 0.9645000696, output_fired_time: 0.0000000000, propagate_forward_time: 54.0641021729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4664001465
validation[          , genome 14305] predictions:    9835/  10000 (98.35%), best:    9867/10000 (98.67%), error:       526.61768, best error:       416.67169 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 700.7395019531s, input_fired_time: 7.6614294052, output_fired_time: 8.0630559921, propagate_forward_time: 260.0817260742, propagate_backward_time: 416.5880737305, weight_update_time: 0.8140676022, other_time: 8.3452148438
epoch time: 53.8966407776s, input_fired_time: 0.9415027499, output_fired_time: 0.0000000000, propagate_forward_time: 51.4838981628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4712409973
validation[          , genome 14305] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       408.69598, best error:       408.69598 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 705.3892211914s, input_fired_time: 7.6925463676, output_fired_time: 8.1007528305, propagate_forward_time: 262.9314880371, propagate_backward_time: 418.3444824219, weight_update_time: 0.8221248388, other_time: 8.3199157715
epoch time: 55.5013465881s, input_fired_time: 0.9657477140, output_fired_time: 0.0000000000, propagate_forward_time: 53.0682945251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4673042297
validation[          , genome 14305] predictions:    9839/  10000 (98.39%), best:    9875/10000 (98.75%), error:       490.21552, best error:       408.69598 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 706.2885742188s, input_fired_time: 7.7030782700, output_fired_time: 8.1272192001, propagate_forward_time: 262.7654418945, propagate_backward_time: 419.2601928711, weight_update_time: 0.8286423683, other_time: 8.4326782227
epoch time: 54.1430168152s, input_fired_time: 0.9493175149, output_fired_time: 0.0000000000, propagate_forward_time: 51.7178840637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4758148193
validation[          , genome 14305] predictions:    9810/  10000 (98.10%), best:    9875/10000 (98.75%), error:       564.68170, best error:       408.69598 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 705.3434448242s, input_fired_time: 7.7027931213, output_fired_time: 8.1117515564, propagate_forward_time: 262.9622497559, propagate_backward_time: 418.1217956543, weight_update_time: 0.8246939182, other_time: 8.4448242188
epoch time: 54.9118995667s, input_fired_time: 0.9452477098, output_fired_time: 0.0000000000, propagate_forward_time: 52.5131912231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4534606934
validation[          , genome 14305] predictions:    9873/  10000 (98.73%), best:    9875/10000 (98.75%), error:       428.96384, best error:       408.69598 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 711.8471679688s, input_fired_time: 7.7665524483, output_fired_time: 8.1449155807, propagate_forward_time: 265.9242553711, propagate_backward_time: 421.6215209961, weight_update_time: 0.8317032456, other_time: 8.3899536133
epoch time: 55.3510131836s, input_fired_time: 0.9604445696, output_fired_time: 0.0000000000, propagate_forward_time: 52.9110488892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4795188904
validation[          , genome 14305] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       410.77475, best error:       408.69598 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 711.1273193359s, input_fired_time: 7.7747454643, output_fired_time: 8.1499204636, propagate_forward_time: 265.4530639648, propagate_backward_time: 421.3572082520, weight_update_time: 0.8321725726, other_time: 8.3924255371
epoch time: 54.9838600159s, input_fired_time: 0.9353387952, output_fired_time: 0.0000000000, propagate_forward_time: 52.6145782471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4339447021
validation[          , genome 14305] predictions:    9837/  10000 (98.37%), best:    9875/10000 (98.75%), error:       479.50046, best error:       408.69598 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 712.4542846680s, input_fired_time: 7.7838401794, output_fired_time: 8.1522474289, propagate_forward_time: 266.3727111816, propagate_backward_time: 421.7353820801, weight_update_time: 0.8371548057, other_time: 8.4101562500
epoch time: 55.6099357605s, input_fired_time: 0.9688679576, output_fired_time: 0.0000000000, propagate_forward_time: 53.1429100037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4981575012
validation[          , genome 14305] predictions:    9874/  10000 (98.74%), best:    9875/10000 (98.75%), error:       426.50662, best error:       408.69598 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 707.3663940430s, input_fired_time: 7.7390456200, output_fired_time: 8.0975608826, propagate_forward_time: 263.7100524902, propagate_backward_time: 419.4591369629, weight_update_time: 0.8290922642, other_time: 8.3605957031
epoch time: 56.1869506836s, input_fired_time: 0.9590104222, output_fired_time: 0.0000000000, propagate_forward_time: 53.8090248108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4189147949
validation[          , genome 14305] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       400.12573, best error:       400.12573 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 704.9935913086s, input_fired_time: 7.7150282860, output_fired_time: 8.1206960678, propagate_forward_time: 262.0248107910, propagate_backward_time: 418.7733764648, weight_update_time: 0.8239571452, other_time: 8.3597106934
epoch time: 54.4025802612s, input_fired_time: 0.9464351535, output_fired_time: 0.0000000000, propagate_forward_time: 52.0090065002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4471397400
validation[          , genome 14305] predictions:    9865/  10000 (98.65%), best:    9877/10000 (98.77%), error:       429.15173, best error:       400.12573 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 711.0285034180s, input_fired_time: 7.7483987808, output_fired_time: 8.1483726501, propagate_forward_time: 265.2555847168, propagate_backward_time: 421.5899963379, weight_update_time: 0.8205702901, other_time: 8.2861328125
epoch time: 53.4939002991s, input_fired_time: 0.9533982277, output_fired_time: 0.0000000000, propagate_forward_time: 51.0383949280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5021057129
validation[          , genome 14305] predictions:    9847/  10000 (98.47%), best:    9877/10000 (98.77%), error:       459.35150, best error:       400.12573 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 707.5205078125s, input_fired_time: 7.7340912819, output_fired_time: 8.1227226257, propagate_forward_time: 264.3690795898, propagate_backward_time: 418.9044799805, weight_update_time: 0.8297789097, other_time: 8.3901367188
epoch time: 52.5137252808s, input_fired_time: 0.9512538314, output_fired_time: 0.0000000000, propagate_forward_time: 50.0216140747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5408592224
validation[          , genome 14305] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       400.01984, best error:       400.01984 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 702.8202514648s, input_fired_time: 7.7198266983, output_fired_time: 8.0865917206, propagate_forward_time: 261.2481689453, propagate_backward_time: 417.3189697266, weight_update_time: 0.8244742751, other_time: 8.4466552734
epoch time: 55.1945838928s, input_fired_time: 0.9542578459, output_fired_time: 0.0000000000, propagate_forward_time: 52.8197746277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4205513000
validation[          , genome 14305] predictions:    9864/  10000 (98.64%), best:    9866/10000 (98.66%), error:       438.96527, best error:       400.01984 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 703.6741333008s, input_fired_time: 7.7331633568, output_fired_time: 8.0930471420, propagate_forward_time: 261.7250366211, propagate_backward_time: 417.7094726563, weight_update_time: 0.8202448487, other_time: 8.4134521484
epoch time: 56.4816436768s, input_fired_time: 0.9720581770, output_fired_time: 0.0000000000, propagate_forward_time: 54.0679321289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4416542053
validation[          , genome 14305] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       396.53458, best error:       396.53458 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 702.3146972656s, input_fired_time: 7.7324724197, output_fired_time: 8.0888509750, propagate_forward_time: 261.1998291016, propagate_backward_time: 416.9023437500, weight_update_time: 0.8251451254, other_time: 8.3911743164
epoch time: 54.7407417297s, input_fired_time: 0.9539956450, output_fired_time: 0.0000000000, propagate_forward_time: 52.3519592285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4347877502
validation[          , genome 14305] predictions:    9858/  10000 (98.58%), best:    9881/10000 (98.81%), error:       416.98804, best error:       396.53458 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 706.1704101563s, input_fired_time: 7.7629313469, output_fired_time: 8.1182765961, propagate_forward_time: 262.7131347656, propagate_backward_time: 419.1382446289, weight_update_time: 0.8299466372, other_time: 8.4378051758
epoch time: 55.6515617371s, input_fired_time: 0.9645599127, output_fired_time: 0.0000000000, propagate_forward_time: 53.2052154541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4817848206
validation[          , genome 14305] predictions:    9871/  10000 (98.71%), best:    9881/10000 (98.81%), error:       441.86530, best error:       396.53458 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 703.5152587891s, input_fired_time: 7.7217354774, output_fired_time: 8.0861024857, propagate_forward_time: 261.7866821289, propagate_backward_time: 417.5321044922, weight_update_time: 0.8239401579, other_time: 8.3886108398
epoch time: 50.8790016174s, input_fired_time: 0.9618014097, output_fired_time: 0.0000000000, propagate_forward_time: 48.2549209595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6622810364
validation[          , genome 14305] predictions:    9871/  10000 (98.71%), best:    9881/10000 (98.81%), error:       411.03958, best error:       396.53458 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 704.4196777344s, input_fired_time: 7.7387328148, output_fired_time: 8.0982112885, propagate_forward_time: 261.9346313477, propagate_backward_time: 418.1984558105, weight_update_time: 0.8277373910, other_time: 8.4496765137
epoch time: 56.1001892090s, input_fired_time: 0.9605376124, output_fired_time: 0.0000000000, propagate_forward_time: 53.6984596252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4411926270
validation[          , genome 14305] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       388.21487, best error:       388.21487 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 703.1464233398s, input_fired_time: 7.7334380150, output_fired_time: 8.0937728882, propagate_forward_time: 261.3786621094, propagate_backward_time: 417.5254211426, weight_update_time: 0.8212816119, other_time: 8.4151306152
epoch time: 55.9104385376s, input_fired_time: 0.9611534476, output_fired_time: 0.0000000000, propagate_forward_time: 53.5042152405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4450683594
validation[          , genome 14305] predictions:    9875/  10000 (98.75%), best:    9881/10000 (98.81%), error:       414.39368, best error:       388.21487 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 702.6916503906s, input_fired_time: 7.7205152512, output_fired_time: 8.0747966766, propagate_forward_time: 261.5886840820, propagate_backward_time: 416.8727722168, weight_update_time: 0.8209713101, other_time: 8.4349060059
epoch time: 55.0513992310s, input_fired_time: 0.9606567621, output_fired_time: 0.0000000000, propagate_forward_time: 52.6272888184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4634552002
validation[          , genome 14305] predictions:    9867/  10000 (98.67%), best:    9881/10000 (98.81%), error:       415.72549, best error:       388.21487 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 706.2070922852s, input_fired_time: 7.7704620361, output_fired_time: 8.0852956772, propagate_forward_time: 263.3764648438, propagate_backward_time: 418.5936584473, weight_update_time: 0.8225699663, other_time: 8.3812561035
epoch time: 55.6065330505s, input_fired_time: 0.9653516412, output_fired_time: 0.0000000000, propagate_forward_time: 53.1775779724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4636039734
validation[          , genome 14305] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       373.78116, best error:       373.78116 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 706.2117919922s, input_fired_time: 7.7348122597, output_fired_time: 8.1079387665, propagate_forward_time: 263.0162353516, propagate_backward_time: 418.9781188965, weight_update_time: 0.8254029751, other_time: 8.3747253418
epoch time: 55.1448097229s, input_fired_time: 0.9642869830, output_fired_time: 0.0000000000, propagate_forward_time: 52.7493324280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4311904907
validation[          , genome 14305] predictions:    9878/  10000 (98.78%), best:    9885/10000 (98.85%), error:       391.24283, best error:       373.78116 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 709.1885986328s, input_fired_time: 7.7798385620, output_fired_time: 8.1162767410, propagate_forward_time: 264.9954528809, propagate_backward_time: 419.8921508789, weight_update_time: 0.8301493526, other_time: 8.4048767090
epoch time: 54.5271415710s, input_fired_time: 0.9666623473, output_fired_time: 0.0000000000, propagate_forward_time: 52.0578041077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5026741028
validation[          , genome 14305] predictions:    9859/  10000 (98.59%), best:    9885/10000 (98.85%), error:       462.68320, best error:       373.78116 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 702.1900024414s, input_fired_time: 7.7156128883, output_fired_time: 8.0650920868, propagate_forward_time: 261.2396240234, propagate_backward_time: 416.8006286621, weight_update_time: 0.8181954622, other_time: 8.3690490723
epoch time: 54.4921379089s, input_fired_time: 0.9693682194, output_fired_time: 0.0000000000, propagate_forward_time: 52.0307617188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4920082092
validation[          , genome 14305] predictions:    9867/  10000 (98.67%), best:    9885/10000 (98.85%), error:       414.65747, best error:       373.78116 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 703.6311035156s, input_fired_time: 7.7599496841, output_fired_time: 8.1139631271, propagate_forward_time: 262.0442199707, propagate_backward_time: 417.2667236328, weight_update_time: 0.8252928257, other_time: 8.4462585449
epoch time: 54.4411010742s, input_fired_time: 0.9551725984, output_fired_time: 0.0000000000, propagate_forward_time: 52.0013999939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4845275879
validation[          , genome 14305] predictions:    9877/  10000 (98.77%), best:    9885/10000 (98.85%), error:       453.07062, best error:       373.78116 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 703.9311523438s, input_fired_time: 7.7727012634, output_fired_time: 8.1051893234, propagate_forward_time: 261.8965759277, propagate_backward_time: 417.7026672363, weight_update_time: 0.8276564479, other_time: 8.4540405273
epoch time: 55.9087028503s, input_fired_time: 0.9598318338, output_fired_time: 0.0000000000, propagate_forward_time: 53.5258522034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4230194092
validation[          , genome 14305] predictions:    9872/  10000 (98.72%), best:    9885/10000 (98.85%), error:       426.04681, best error:       373.78116 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 703.2128295898s, input_fired_time: 7.7394723892, output_fired_time: 8.0677700043, propagate_forward_time: 261.4976196289, propagate_backward_time: 417.5619201660, weight_update_time: 0.8219475150, other_time: 8.3460388184
epoch time: 55.8082313538s, input_fired_time: 0.9746969342, output_fired_time: 0.0000000000, propagate_forward_time: 53.3766365051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4568977356
validation[          , genome 14305] predictions:    9879/  10000 (98.79%), best:    9885/10000 (98.85%), error:       402.94800, best error:       373.78116 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 708.3686523438s, input_fired_time: 7.7768168449, output_fired_time: 8.1167678833, propagate_forward_time: 264.5340270996, propagate_backward_time: 419.6211547852, weight_update_time: 0.8197495937, other_time: 8.3199157715
epoch time: 55.6380004883s, input_fired_time: 0.9607324600, output_fired_time: 0.0000000000, propagate_forward_time: 53.2249565125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4523124695
validation[          , genome 14305] predictions:    9873/  10000 (98.73%), best:    9885/10000 (98.85%), error:       390.86807, best error:       373.78116 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 706.4762573242s, input_fired_time: 7.7506766319, output_fired_time: 8.0857887268, propagate_forward_time: 264.1364440918, propagate_backward_time: 418.1940917969, weight_update_time: 0.8229539990, other_time: 8.3092346191
epoch time: 55.2660293579s, input_fired_time: 0.9596434832, output_fired_time: 0.0000000000, propagate_forward_time: 52.8622207642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4441642761
validation[          , genome 14305] predictions:    9866/  10000 (98.66%), best:    9885/10000 (98.85%), error:       415.15430, best error:       373.78116 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 703.8836059570s, input_fired_time: 7.7509789467, output_fired_time: 8.0903520584, propagate_forward_time: 262.0151367188, propagate_backward_time: 417.6430358887, weight_update_time: 0.8176829219, other_time: 8.3841247559
epoch time: 54.2622070313s, input_fired_time: 0.9564394355, output_fired_time: 0.0000000000, propagate_forward_time: 51.8371505737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4686164856
validation[          , genome 14305] predictions:    9878/  10000 (98.78%), best:    9885/10000 (98.85%), error:       398.22025, best error:       373.78116 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 697.2659301758s, input_fired_time: 7.6986160278, output_fired_time: 8.0230913162, propagate_forward_time: 258.7573852539, propagate_backward_time: 414.4581298828, weight_update_time: 0.8142673373, other_time: 8.3287353516
epoch time: 53.9942436218s, input_fired_time: 0.9557697773, output_fired_time: 0.0000000000, propagate_forward_time: 51.5399093628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4985656738
validation[          , genome 14305] predictions:    9878/  10000 (98.78%), best:    9885/10000 (98.85%), error:       391.07382, best error:       373.78116 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 701.7412719727s, input_fired_time: 7.7421417236, output_fired_time: 8.0527667999, propagate_forward_time: 261.0219726563, propagate_backward_time: 416.5764770508, weight_update_time: 0.8194991946, other_time: 8.3479003906
epoch time: 55.3453941345s, input_fired_time: 0.9567726254, output_fired_time: 0.0000000000, propagate_forward_time: 52.9200172424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4686050415
validation[          , genome 14305] predictions:    9826/  10000 (98.26%), best:    9885/10000 (98.85%), error:       526.77234, best error:       373.78116 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 697.5296020508s, input_fired_time: 7.6911878586, output_fired_time: 8.0312337875, propagate_forward_time: 259.0111694336, propagate_backward_time: 414.4344177246, weight_update_time: 0.8160566092, other_time: 8.3616027832
epoch time: 55.3199462891s, input_fired_time: 0.9640278816, output_fired_time: 0.0000000000, propagate_forward_time: 52.8935508728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4623680115
validation[          , genome 14305] predictions:    9886/  10000 (98.86%), best:    9885/10000 (98.85%), error:       407.72610, best error:       373.78116 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 702.4769287109s, input_fired_time: 7.7387371063, output_fired_time: 8.0530300140, propagate_forward_time: 261.9480590820, propagate_backward_time: 416.3925781250, weight_update_time: 0.8239701986, other_time: 8.3445434570
epoch time: 52.0934486389s, input_fired_time: 0.9593365192, output_fired_time: 0.0000000000, propagate_forward_time: 49.5665931702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5675201416
validation[          , genome 14305] predictions:    9839/  10000 (98.39%), best:    9885/10000 (98.85%), error:       501.13138, best error:       373.78116 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 701.2974243164s, input_fired_time: 7.7440972328, output_fired_time: 8.0510149002, propagate_forward_time: 260.8413696289, propagate_backward_time: 416.2999877930, weight_update_time: 0.8223700523, other_time: 8.3609619141
epoch time: 54.4172477722s, input_fired_time: 0.9535968304, output_fired_time: 0.0000000000, propagate_forward_time: 52.0080986023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4555511475
validation[          , genome 14305] predictions:    9863/  10000 (98.63%), best:    9885/10000 (98.85%), error:       404.16464, best error:       373.78116 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 702.7891845703s, input_fired_time: 7.7275929451, output_fired_time: 8.0447187424, propagate_forward_time: 262.2105712891, propagate_backward_time: 416.5896301270, weight_update_time: 0.8127447963, other_time: 8.2166442871
epoch time: 55.1425590515s, input_fired_time: 0.9616540074, output_fired_time: 0.0000000000, propagate_forward_time: 52.7558479309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4250564575
validation[          , genome 14305] predictions:    9876/  10000 (98.76%), best:    9885/10000 (98.85%), error:       391.19995, best error:       373.78116 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 704.2687988281s, input_fired_time: 7.7932996750, output_fired_time: 8.0954236984, propagate_forward_time: 262.2768249512, propagate_backward_time: 417.7000122070, weight_update_time: 0.8216964602, other_time: 8.4032897949
epoch time: 53.9268836975s, input_fired_time: 0.9518078566, output_fired_time: 0.0000000000, propagate_forward_time: 51.5243110657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4507637024
validation[          , genome 14305] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       368.66739, best error:       368.66739 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 707.1724853516s, input_fired_time: 7.7564268112, output_fired_time: 8.0869903564, propagate_forward_time: 264.3680419922, propagate_backward_time: 418.7065734863, weight_update_time: 0.8201334476, other_time: 8.2544860840
epoch time: 55.2108268738s, input_fired_time: 0.9674181938, output_fired_time: 0.0000000000, propagate_forward_time: 52.8171043396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4263038635
validation[          , genome 14305] predictions:    9880/  10000 (98.80%), best:    9882/10000 (98.82%), error:       378.36404, best error:       368.66739 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 701.5874023438s, input_fired_time: 7.7739100456, output_fired_time: 8.0574197769, propagate_forward_time: 260.9481811523, propagate_backward_time: 416.4782104492, weight_update_time: 0.8175352216, other_time: 8.3296508789
epoch time: 55.5216217041s, input_fired_time: 0.9753336906, output_fired_time: 0.0000000000, propagate_forward_time: 53.1025581360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4437294006
validation[          , genome 14305] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       350.68509, best error:       350.68509 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 701.7858886719s, input_fired_time: 7.7652487755, output_fired_time: 8.0676593781, propagate_forward_time: 261.3553466797, propagate_backward_time: 416.2315673828, weight_update_time: 0.8173599243, other_time: 8.3660278320
epoch time: 55.6697616577s, input_fired_time: 0.9763930440, output_fired_time: 0.0000000000, propagate_forward_time: 53.2312202454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4621467590
validation[          , genome 14305] predictions:    9892/  10000 (98.92%), best:    9890/10000 (98.90%), error:       366.01071, best error:       350.68509 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 705.3186645508s, input_fired_time: 7.7741971016, output_fired_time: 8.0970296860, propagate_forward_time: 262.6816711426, propagate_backward_time: 418.3985290527, weight_update_time: 0.8264526129, other_time: 8.3672485352
epoch time: 55.2598724365s, input_fired_time: 0.9700096846, output_fired_time: 0.0000000000, propagate_forward_time: 52.8199958801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4698677063
validation[          , genome 14305] predictions:    9872/  10000 (98.72%), best:    9890/10000 (98.90%), error:       414.43140, best error:       350.68509 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 702.3990478516s, input_fired_time: 7.7494077682, output_fired_time: 8.0751199722, propagate_forward_time: 261.2799072266, propagate_backward_time: 416.9257812500, weight_update_time: 0.8199934363, other_time: 8.3688354492
epoch time: 55.7213706970s, input_fired_time: 0.9729920030, output_fired_time: 0.0000000000, propagate_forward_time: 53.2738113403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4745674133
validation[          , genome 14305] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       349.91190, best error:       349.91190 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 703.5355834961s, input_fired_time: 7.7415003777, output_fired_time: 8.0626897812, propagate_forward_time: 262.5919494629, propagate_backward_time: 416.8665161133, weight_update_time: 0.8214252591, other_time: 8.2729187012
epoch time: 55.8895301819s, input_fired_time: 0.9718246460, output_fired_time: 0.0000000000, propagate_forward_time: 53.4612159729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4564895630
validation[          , genome 14305] predictions:    9892/  10000 (98.92%), best:    9886/10000 (98.86%), error:       357.52203, best error:       349.91190 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 707.0144042969s, input_fired_time: 7.7695593834, output_fired_time: 8.0838727951, propagate_forward_time: 264.0178527832, propagate_backward_time: 418.9145507813, weight_update_time: 0.8205413222, other_time: 8.2286071777
epoch time: 54.9517784119s, input_fired_time: 0.9729616046, output_fired_time: 0.0000000000, propagate_forward_time: 52.5269432068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4518737793
validation[          , genome 14305] predictions:    9890/  10000 (98.90%), best:    9886/10000 (98.86%), error:       370.81903, best error:       349.91190 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 703.0322875977s, input_fired_time: 7.7334895134, output_fired_time: 8.0479841232, propagate_forward_time: 261.8843994141, propagate_backward_time: 417.0758361816, weight_update_time: 0.8175209165, other_time: 8.2906188965
epoch time: 54.6918830872s, input_fired_time: 0.9698405266, output_fired_time: 0.0000000000, propagate_forward_time: 52.2542381287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4678039551
validation[          , genome 14305] predictions:    9868/  10000 (98.68%), best:    9886/10000 (98.86%), error:       388.61746, best error:       349.91190 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 696.6375122070s, input_fired_time: 7.7314109802, output_fired_time: 8.0370397568, propagate_forward_time: 258.5921630859, propagate_backward_time: 413.8062133789, weight_update_time: 0.8229679465, other_time: 8.4707031250
epoch time: 53.9206085205s, input_fired_time: 0.9603977203, output_fired_time: 0.0000000000, propagate_forward_time: 51.4922943115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4679183960
validation[          , genome 14305] predictions:    9878/  10000 (98.78%), best:    9886/10000 (98.86%), error:       397.16302, best error:       349.91190 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 705.7933349609s, input_fired_time: 7.7903509140, output_fired_time: 8.0941009521, propagate_forward_time: 263.0732116699, propagate_backward_time: 418.5035705566, weight_update_time: 0.8275719881, other_time: 8.3320922852
epoch time: 55.0028381348s, input_fired_time: 0.9625601768, output_fired_time: 0.0000000000, propagate_forward_time: 52.5821228027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4581565857
validation[          , genome 14305] predictions:    9891/  10000 (98.91%), best:    9886/10000 (98.86%), error:       350.41681, best error:       349.91190 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 701.7974243164s, input_fired_time: 7.7510342598, output_fired_time: 8.0777130127, propagate_forward_time: 260.7638244629, propagate_backward_time: 416.8771057129, weight_update_time: 0.8157859445, other_time: 8.3277587891
epoch time: 55.4149017334s, input_fired_time: 0.9641005397, output_fired_time: 0.0000000000, propagate_forward_time: 53.0169219971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4338798523
validation[          , genome 14305] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       382.62387, best error:       349.91190 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 704.3820800781s, input_fired_time: 7.7537364960, output_fired_time: 8.0523366928, propagate_forward_time: 262.7264099121, propagate_backward_time: 417.6130981445, weight_update_time: 0.8225954771, other_time: 8.2365417480
epoch time: 55.5671577454s, input_fired_time: 0.9782525301, output_fired_time: 0.0000000000, propagate_forward_time: 53.1144599915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4744453430
validation[          , genome 14305] predictions:    9874/  10000 (98.74%), best:    9886/10000 (98.86%), error:       409.54904, best error:       349.91190 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 703.0619506836s, input_fired_time: 7.7570385933, output_fired_time: 8.0588130951, propagate_forward_time: 262.2187500000, propagate_backward_time: 416.7593688965, weight_update_time: 0.8165766001, other_time: 8.2679748535
epoch time: 54.3130836487s, input_fired_time: 0.9690833688, output_fired_time: 0.0000000000, propagate_forward_time: 51.8721084595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4718933105
validation[          , genome 14305] predictions:    9888/  10000 (98.88%), best:    9886/10000 (98.86%), error:       371.39566, best error:       349.91190 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 702.5067138672s, input_fired_time: 7.7409281731, output_fired_time: 8.0658073425, propagate_forward_time: 261.5948181152, propagate_backward_time: 416.8350524902, weight_update_time: 0.8138993382, other_time: 8.2701416016
epoch time: 55.6040458679s, input_fired_time: 0.9681890607, output_fired_time: 0.0000000000, propagate_forward_time: 53.2219161987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4139404297
validation[          , genome 14305] predictions:    9890/  10000 (98.90%), best:    9886/10000 (98.86%), error:       361.33554, best error:       349.91190 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 706.0753784180s, input_fired_time: 7.7420778275, output_fired_time: 8.0751028061, propagate_forward_time: 263.6473083496, propagate_backward_time: 418.3753051758, weight_update_time: 0.8213517666, other_time: 8.2356262207
epoch time: 55.2799415588s, input_fired_time: 0.9646808505, output_fired_time: 0.0000000000, propagate_forward_time: 52.9062309265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4090309143
validation[          , genome 14305] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       342.77798, best error:       342.77798 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 704.9410400391s, input_fired_time: 7.7534489632, output_fired_time: 8.0592575073, propagate_forward_time: 262.9934082031, propagate_backward_time: 417.9270935059, weight_update_time: 0.8134557605, other_time: 8.2077941895
epoch time: 54.5233993530s, input_fired_time: 0.9712277055, output_fired_time: 0.0000000000, propagate_forward_time: 52.0801429749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4720268250
validation[          , genome 14305] predictions:    9857/  10000 (98.57%), best:    9885/10000 (98.85%), error:       454.68405, best error:       342.77798 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 703.0484619141s, input_fired_time: 7.7427401543, output_fired_time: 8.0500774384, propagate_forward_time: 262.3374633789, propagate_backward_time: 416.6936950684, weight_update_time: 0.8128446937, other_time: 8.2245178223
epoch time: 55.9686546326s, input_fired_time: 0.9767716527, output_fired_time: 0.0000000000, propagate_forward_time: 53.5230484009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4688339233
validation[          , genome 14305] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       353.10266, best error:       342.77798 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 700.8876342773s, input_fired_time: 7.7420806885, output_fired_time: 8.0248899460, propagate_forward_time: 261.3038330078, propagate_backward_time: 415.5784912109, weight_update_time: 0.8121627569, other_time: 8.2383422852
epoch time: 54.5091133118s, input_fired_time: 0.9741745591, output_fired_time: 0.0000000000, propagate_forward_time: 52.0392150879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4957237244
validation[          , genome 14305] predictions:    9882/  10000 (98.82%), best:    9885/10000 (98.85%), error:       370.43311, best error:       342.77798 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 707.6583251953s, input_fired_time: 7.7899270058, output_fired_time: 8.1009941101, propagate_forward_time: 264.2746887207, propagate_backward_time: 419.2491455078, weight_update_time: 0.8192791939, other_time: 8.2435607910
epoch time: 54.1163978577s, input_fired_time: 0.9759362936, output_fired_time: 0.0000000000, propagate_forward_time: 51.6169128418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5235481262
validation[          , genome 14305] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       359.91998, best error:       342.77798 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 705.0217895508s, input_fired_time: 7.7794713974, output_fired_time: 8.0744829178, propagate_forward_time: 263.2416992188, propagate_backward_time: 417.6615600586, weight_update_time: 0.8194759488, other_time: 8.2645874023
epoch time: 55.8245620728s, input_fired_time: 0.9780681729, output_fired_time: 0.0000000000, propagate_forward_time: 53.4075355530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4389572144
validation[          , genome 14305] predictions:    9883/  10000 (98.83%), best:    9885/10000 (98.85%), error:       352.34433, best error:       342.77798 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 702.7225952148s, input_fired_time: 7.7551083565, output_fired_time: 8.0517101288, propagate_forward_time: 261.5494689941, propagate_backward_time: 417.0742797852, weight_update_time: 0.8199464083, other_time: 8.2920227051
epoch time: 55.5003967285s, input_fired_time: 0.9779791236, output_fired_time: 0.0000000000, propagate_forward_time: 53.0801620483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4422569275
validation[          , genome 14305] predictions:    9891/  10000 (98.91%), best:    9885/10000 (98.85%), error:       348.47000, best error:       342.77798 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 698.9187011719s, input_fired_time: 7.7544770241, output_fired_time: 8.0466547012, propagate_forward_time: 259.7932128906, propagate_backward_time: 415.0574035645, weight_update_time: 0.8109220862, other_time: 8.2669982910
epoch time: 54.3108482361s, input_fired_time: 0.9709837437, output_fired_time: 0.0000000000, propagate_forward_time: 51.8723564148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4675064087
validation[          , genome 14305] predictions:    9879/  10000 (98.79%), best:    9885/10000 (98.85%), error:       364.98239, best error:       342.77798 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 704.4008178711s, input_fired_time: 7.7550005913, output_fired_time: 8.0663738251, propagate_forward_time: 262.7285766602, propagate_backward_time: 417.6867675781, weight_update_time: 0.8104913235, other_time: 8.1641235352
epoch time: 53.8163452148s, input_fired_time: 0.9582850337, output_fired_time: 0.0000000000, propagate_forward_time: 51.4336166382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4244422913
validation[          , genome 14305] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       342.03192, best error:       342.03192 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 700.9953002930s, input_fired_time: 7.7490105629, output_fired_time: 8.0379323959, propagate_forward_time: 261.2182922363, propagate_backward_time: 415.7497863770, weight_update_time: 0.8118507266, other_time: 8.2402954102
epoch time: 55.3364715576s, input_fired_time: 0.9720836282, output_fired_time: 0.0000000000, propagate_forward_time: 52.9034538269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4609336853
validation[          , genome 14305] predictions:    9892/  10000 (98.92%), best:    9893/10000 (98.93%), error:       342.57626, best error:       342.03192 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 702.7023315430s, input_fired_time: 7.7795362473, output_fired_time: 8.0814247131, propagate_forward_time: 261.5154418945, propagate_backward_time: 417.0386352539, weight_update_time: 0.8215463758, other_time: 8.2872924805
epoch time: 55.0449371338s, input_fired_time: 0.9735892415, output_fired_time: 0.0000000000, propagate_forward_time: 52.6215782166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4497680664
validation[          , genome 14305] predictions:    9875/  10000 (98.75%), best:    9893/10000 (98.93%), error:       363.85678, best error:       342.03192 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 704.5001220703s, input_fired_time: 7.7702651024, output_fired_time: 8.0586948395, propagate_forward_time: 262.9275817871, propagate_backward_time: 417.4819641113, weight_update_time: 0.8156339526, other_time: 8.2615966797
epoch time: 54.4767036438s, input_fired_time: 0.9732801318, output_fired_time: 0.0000000000, propagate_forward_time: 52.0264167786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4770050049
validation[          , genome 14305] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       340.53903, best error:       340.53903 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 703.5942993164s, input_fired_time: 7.7706017494, output_fired_time: 8.0778636932, propagate_forward_time: 262.1986694336, propagate_backward_time: 417.1857910156, weight_update_time: 0.8264901042, other_time: 8.3613281250
epoch time: 54.7889175415s, input_fired_time: 0.9710721374, output_fired_time: 0.0000000000, propagate_forward_time: 52.3684425354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4494018555
validation[          , genome 14305] predictions:    9886/  10000 (98.86%), best:    9895/10000 (98.95%), error:       364.78445, best error:       340.53903 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 701.8568725586s, input_fired_time: 7.7601394653, output_fired_time: 8.0495653152, propagate_forward_time: 261.3738708496, propagate_backward_time: 416.3890686035, weight_update_time: 0.8123402596, other_time: 8.2842407227
epoch time: 55.7086029053s, input_fired_time: 0.9756288528, output_fired_time: 0.0000000000, propagate_forward_time: 53.3105621338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4224128723
validation[          , genome 14305] predictions:    9883/  10000 (98.83%), best:    9895/10000 (98.95%), error:       354.27930, best error:       340.53903 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 710.5989990234s, input_fired_time: 7.8083257675, output_fired_time: 8.0995321274, propagate_forward_time: 265.8736877441, propagate_backward_time: 420.5766601563, weight_update_time: 0.8235530853, other_time: 8.2407531738
epoch time: 56.8074455261s, input_fired_time: 0.9813118577, output_fired_time: 0.0000000000, propagate_forward_time: 54.3818664551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4442672729
validation[          , genome 14305] predictions:    9891/  10000 (98.91%), best:    9895/10000 (98.95%), error:       346.60046, best error:       340.53903 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 708.4486083984s, input_fired_time: 7.8071012497, output_fired_time: 8.0970048904, propagate_forward_time: 264.9760131836, propagate_backward_time: 419.3078308105, weight_update_time: 0.8215819001, other_time: 8.2606506348
epoch time: 55.6446762085s, input_fired_time: 0.9723553061, output_fired_time: 0.0000000000, propagate_forward_time: 53.2539901733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4183311462
validation[          , genome 14305] predictions:    9882/  10000 (98.82%), best:    9895/10000 (98.95%), error:       377.07809, best error:       340.53903 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 704.5620117188s, input_fired_time: 7.8048448563, output_fired_time: 8.0865173340, propagate_forward_time: 262.7467651367, propagate_backward_time: 417.6132507324, weight_update_time: 0.8200538754, other_time: 8.3106384277
epoch time: 56.5492172241s, input_fired_time: 0.9817159772, output_fired_time: 0.0000000000, propagate_forward_time: 54.1079139709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4595870972
validation[          , genome 14305] predictions:    9891/  10000 (98.91%), best:    9895/10000 (98.95%), error:       347.50372, best error:       340.53903 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 708.1777954102s, input_fired_time: 7.8053193092, output_fired_time: 8.1151781082, propagate_forward_time: 264.3052978516, propagate_backward_time: 419.6468200684, weight_update_time: 0.8245400786, other_time: 8.3052062988
epoch time: 54.7335472107s, input_fired_time: 0.9702449441, output_fired_time: 0.0000000000, propagate_forward_time: 52.2858581543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4774436951
validation[          , genome 14305] predictions:    9884/  10000 (98.84%), best:    9895/10000 (98.95%), error:       348.35611, best error:       340.53903 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 707.7975463867s, input_fired_time: 7.8222131729, output_fired_time: 8.0945711136, propagate_forward_time: 264.4086914063, propagate_backward_time: 419.2207946777, weight_update_time: 0.8202179074, other_time: 8.2513122559
epoch time: 54.7181205750s, input_fired_time: 0.9790811539, output_fired_time: 0.0000000000, propagate_forward_time: 52.2684059143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4706344604
validation[          , genome 14305] predictions:    9878/  10000 (98.78%), best:    9895/10000 (98.95%), error:       390.58215, best error:       340.53903 on epoch:    93, 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: 277.3015441895s, input_fired_time: 4.9050774574, output_fired_time: 0.0000000000, propagate_forward_time: 265.0040588379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.3923950195
best training[          , genome 14305] predictions:   49997/  50000 (99.99%), best:    9895/10000 (98.95%), error:       144.93997, best error:       340.53903 on epoch:    93, 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: 55.6272125244s, input_fired_time: 0.9787985086, output_fired_time: 0.0000000000, propagate_forward_time: 53.2013664246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4470481873
   testing[          , genome 14305] predictions:    9908/  10000 (99.08%), best:    9895/10000 (98.95%), error:       277.25723, best error:       340.53903 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:59:44 (2616): called boinc_finish(0)

</stderr_txt>
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