Nameexact_genome_1508499903_21_16122_0
Workunit2270929
Created26 Oct 2017, 17:41:00 UTC
Sent26 Oct 2017, 18:15:05 UTC
Report deadline14 Dec 2017, 11:24:35 UTC
Received28 Oct 2017, 3:05:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time1 days 1 hours 14 min 6 sec
CPU time1 days 1 hours 13 min 7 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size176.41 MB
Peak swap size179.88 MB
Peak disk usage6.12 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
_time: 485.2069702148, weight_update_time: 0.7620040774, other_time: 10.8087768555
epoch time: 64.9651184082s, input_fired_time: 1.3342635632, output_fired_time: 0.0000000000, propagate_forward_time: 61.7148094177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9160461426
validation[          , genome 16122] predictions:    9851/  10000 (98.51%), best:    9851/10000 (98.51%), error:       476.44986, best error:       476.44986 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 831.2052612305s, input_fired_time: 10.9467201233, output_fired_time: 10.0259189606, propagate_forward_time: 309.8400268555, propagate_backward_time: 489.2725830078, weight_update_time: 0.7784088254, other_time: 11.1199951172
epoch time: 64.4234466553s, input_fired_time: 1.3196915388, output_fired_time: 0.0000000000, propagate_forward_time: 61.2320251465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8717308044
validation[          , genome 16122] predictions:    9803/  10000 (98.03%), best:    9851/10000 (98.51%), error:       615.41724, best error:       476.44986 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 831.1157836914s, input_fired_time: 10.9677486420, output_fired_time: 9.9841890335, propagate_forward_time: 310.1470947266, propagate_backward_time: 488.9762878418, weight_update_time: 0.7720007896, other_time: 11.0404357910
epoch time: 65.2704238892s, input_fired_time: 1.3444218636, output_fired_time: 0.0000000000, propagate_forward_time: 62.0012741089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9247283936
validation[          , genome 16122] predictions:    9823/  10000 (98.23%), best:    9851/10000 (98.51%), error:       578.27637, best error:       476.44986 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 826.9290161133s, input_fired_time: 10.7414045334, output_fired_time: 9.9455423355, propagate_forward_time: 308.9172363281, propagate_backward_time: 486.6260986328, weight_update_time: 0.7642558813, other_time: 10.6987304688
epoch time: 64.6282653809s, input_fired_time: 1.3298975229, output_fired_time: 0.0000000000, propagate_forward_time: 61.4218635559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8765029907
validation[          , genome 16122] predictions:    9846/  10000 (98.46%), best:    9851/10000 (98.51%), error:       493.39233, best error:       476.44986 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 826.9733276367s, input_fired_time: 10.7805309296, output_fired_time: 9.9577045441, propagate_forward_time: 308.8690490723, propagate_backward_time: 486.5505981445, weight_update_time: 0.7771323919, other_time: 10.8154602051
epoch time: 66.5212631226s, input_fired_time: 1.3428611755, output_fired_time: 0.0000000000, propagate_forward_time: 63.2484283447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9299774170
validation[          , genome 16122] predictions:    9812/  10000 (98.12%), best:    9851/10000 (98.51%), error:       588.22620, best error:       476.44986 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 821.9753417969s, input_fired_time: 10.6593294144, output_fired_time: 9.8973588943, propagate_forward_time: 306.9356079102, propagate_backward_time: 483.9471130371, weight_update_time: 0.7603766322, other_time: 10.5359802246
epoch time: 65.2954635620s, input_fired_time: 1.3657715321, output_fired_time: 0.0000000000, propagate_forward_time: 61.9379005432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9917907715
validation[          , genome 16122] predictions:    9812/  10000 (98.12%), best:    9851/10000 (98.51%), error:       550.07892, best error:       476.44986 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 827.8348388672s, input_fired_time: 10.7696304321, output_fired_time: 9.9253435135, propagate_forward_time: 309.1450195313, propagate_backward_time: 487.2775268555, weight_update_time: 0.7651677728, other_time: 10.7172851563
epoch time: 64.7567749023s, input_fired_time: 1.3368208408, output_fired_time: 0.0000000000, propagate_forward_time: 61.5376586914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8822937012
validation[          , genome 16122] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       456.99149, best error:       456.99149 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 832.7286376953s, input_fired_time: 11.0578079224, output_fired_time: 10.0014648438, propagate_forward_time: 310.6469726563, propagate_backward_time: 489.7911682129, weight_update_time: 0.7887329459, other_time: 11.2312316895
epoch time: 64.4522628784s, input_fired_time: 1.3417260647, output_fired_time: 0.0000000000, propagate_forward_time: 61.2244453430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8860931396
validation[          , genome 16122] predictions:    9819/  10000 (98.19%), best:    9862/10000 (98.62%), error:       539.46210, best error:       456.99149 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 830.9959106445s, input_fired_time: 10.8933668137, output_fired_time: 9.9325504303, propagate_forward_time: 310.2098083496, propagate_backward_time: 488.9811706543, weight_update_time: 0.7687272429, other_time: 10.9790039063
epoch time: 65.8060913086s, input_fired_time: 1.3575209379, output_fired_time: 0.0000000000, propagate_forward_time: 62.4816818237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9668884277
validation[          , genome 16122] predictions:    9776/  10000 (97.76%), best:    9862/10000 (98.62%), error:       657.01532, best error:       456.99149 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 828.0081176758s, input_fired_time: 10.8220357895, output_fired_time: 9.9159269333, propagate_forward_time: 308.8715820313, propagate_backward_time: 487.4991455078, weight_update_time: 0.7735563517, other_time: 10.8994140625
epoch time: 65.3985214233s, input_fired_time: 1.3870153427, output_fired_time: 0.0000000000, propagate_forward_time: 61.9836654663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0278396606
validation[          , genome 16122] predictions:    9851/  10000 (98.51%), best:    9862/10000 (98.62%), error:       514.80078, best error:       456.99149 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 835.9161987305s, input_fired_time: 11.1068687439, output_fired_time: 9.9728250504, propagate_forward_time: 311.7438964844, propagate_backward_time: 491.6737670898, weight_update_time: 0.7908684015, other_time: 11.4188232422
epoch time: 66.0245361328s, input_fired_time: 1.3863677979, output_fired_time: 0.0000000000, propagate_forward_time: 62.5932731628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0448951721
validation[          , genome 16122] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       426.75800, best error:       426.75800 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 832.3375854492s, input_fired_time: 11.0341444016, output_fired_time: 10.0069608688, propagate_forward_time: 310.6333923340, propagate_backward_time: 489.3108215332, weight_update_time: 0.7826254964, other_time: 11.3522949219
epoch time: 65.2375030518s, input_fired_time: 1.3600113392, output_fired_time: 0.0000000000, propagate_forward_time: 61.8750267029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0024642944
validation[          , genome 16122] predictions:    9819/  10000 (98.19%), best:    9867/10000 (98.67%), error:       540.25549, best error:       426.75800 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 825.4562377930s, input_fired_time: 10.7202796936, output_fired_time: 9.9096488953, propagate_forward_time: 308.2934265137, propagate_backward_time: 485.9075622559, weight_update_time: 0.7622885704, other_time: 10.6253051758
epoch time: 65.7525939941s, input_fired_time: 1.3928129673, output_fired_time: 0.0000000000, propagate_forward_time: 62.3143157959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0454635620
validation[          , genome 16122] predictions:    9863/  10000 (98.63%), best:    9867/10000 (98.67%), error:       455.40710, best error:       426.75800 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 826.8348999023s, input_fired_time: 10.8589372635, output_fired_time: 9.8835897446, propagate_forward_time: 308.7130432129, propagate_backward_time: 486.5061340332, weight_update_time: 0.7682716846, other_time: 10.8731689453
epoch time: 65.2395935059s, input_fired_time: 1.3437966108, output_fired_time: 0.0000000000, propagate_forward_time: 61.9524078369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9433898926
validation[          , genome 16122] predictions:    9859/  10000 (98.59%), best:    9867/10000 (98.67%), error:       439.30719, best error:       426.75800 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 830.1614990234s, input_fired_time: 10.8821268082, output_fired_time: 9.9516134262, propagate_forward_time: 309.7548828125, propagate_backward_time: 488.6789855957, weight_update_time: 0.7682150602, other_time: 10.8938903809
epoch time: 65.1816635132s, input_fired_time: 1.3629318476, output_fired_time: 0.0000000000, propagate_forward_time: 61.8721504211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9465827942
validation[          , genome 16122] predictions:    9861/  10000 (98.61%), best:    9867/10000 (98.67%), error:       452.35162, best error:       426.75800 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 835.2128295898s, input_fired_time: 11.1080532074, output_fired_time: 10.0275287628, propagate_forward_time: 311.5002746582, propagate_backward_time: 491.1869812012, weight_update_time: 0.8023637533, other_time: 11.3900146484
epoch time: 64.5769042969s, input_fired_time: 1.3335330486, output_fired_time: 0.0000000000, propagate_forward_time: 61.3557662964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8876037598
validation[          , genome 16122] predictions:    9818/  10000 (98.18%), best:    9867/10000 (98.67%), error:       575.97498, best error:       426.75800 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 829.6884765625s, input_fired_time: 10.8738260269, output_fired_time: 9.9301490784, propagate_forward_time: 309.6641235352, propagate_backward_time: 488.2930908203, weight_update_time: 0.7764435410, other_time: 10.9272460938
epoch time: 66.9343719482s, input_fired_time: 1.3415118456, output_fired_time: 0.0000000000, propagate_forward_time: 63.6471977234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9456596375
validation[          , genome 16122] predictions:    9852/  10000 (98.52%), best:    9867/10000 (98.67%), error:       468.23907, best error:       426.75800 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 833.6223144531s, input_fired_time: 10.9563007355, output_fired_time: 9.9876670837, propagate_forward_time: 311.0331115723, propagate_backward_time: 490.5454101563, weight_update_time: 0.7847176790, other_time: 11.0998229980
epoch time: 64.4705047607s, input_fired_time: 1.3401836157, output_fired_time: 0.0000000000, propagate_forward_time: 61.2607803345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8695411682
validation[          , genome 16122] predictions:    9853/  10000 (98.53%), best:    9867/10000 (98.67%), error:       463.28085, best error:       426.75800 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 824.0230712891s, input_fired_time: 10.7113628387, output_fired_time: 9.8407926559, propagate_forward_time: 307.7296752930, propagate_backward_time: 485.1940917969, weight_update_time: 0.7602040172, other_time: 10.5471191406
epoch time: 64.7039184570s, input_fired_time: 1.3335421085, output_fired_time: 0.0000000000, propagate_forward_time: 61.4809417725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8894348145
validation[          , genome 16122] predictions:    9843/  10000 (98.43%), best:    9867/10000 (98.67%), error:       471.73676, best error:       426.75800 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 832.2925415039s, input_fired_time: 10.9571142197, output_fired_time: 9.9790124893, propagate_forward_time: 310.5932617188, propagate_backward_time: 489.6980285645, weight_update_time: 0.7886536121, other_time: 11.0651550293
epoch time: 65.4329528809s, input_fired_time: 1.3706485033, output_fired_time: 0.0000000000, propagate_forward_time: 62.0453758240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0169258118
validation[          , genome 16122] predictions:    9830/  10000 (98.30%), best:    9867/10000 (98.67%), error:       546.00171, best error:       426.75800 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 831.0938110352s, input_fired_time: 10.9787654877, output_fired_time: 9.9046335220, propagate_forward_time: 310.2609252930, propagate_backward_time: 488.7181396484, weight_update_time: 0.7982314229, other_time: 11.2313232422
epoch time: 64.4555282593s, input_fired_time: 1.3307540417, output_fired_time: 0.0000000000, propagate_forward_time: 61.2453918457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8793830872
validation[          , genome 16122] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       424.47675, best error:       424.47675 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 830.6795654297s, input_fired_time: 11.0159368515, output_fired_time: 9.9873237610, propagate_forward_time: 309.9887695313, propagate_backward_time: 488.6134643555, weight_update_time: 0.7787861824, other_time: 11.0740966797
epoch time: 64.2591323853s, input_fired_time: 1.3302460909, output_fired_time: 0.0000000000, propagate_forward_time: 61.0553588867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8735275269
validation[          , genome 16122] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       416.73770, best error:       416.73770 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 826.3812866211s, input_fired_time: 10.8416328430, output_fired_time: 9.8537483215, propagate_forward_time: 308.4208374023, propagate_backward_time: 486.4451293945, weight_update_time: 0.7831469178, other_time: 10.8199462891
epoch time: 64.6469345093s, input_fired_time: 1.3359978199, output_fired_time: 0.0000000000, propagate_forward_time: 61.4284400940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8824958801
validation[          , genome 16122] predictions:    9870/  10000 (98.70%), best:    9876/10000 (98.76%), error:       420.52972, best error:       416.73770 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 828.1868896484s, input_fired_time: 10.9347496033, output_fired_time: 9.8788452148, propagate_forward_time: 308.9832763672, propagate_backward_time: 487.3089294434, weight_update_time: 0.7783210874, other_time: 11.0810852051
epoch time: 65.2103729248s, input_fired_time: 1.3499956131, output_fired_time: 0.0000000000, propagate_forward_time: 61.9779319763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8824462891
validation[          , genome 16122] predictions:    9860/  10000 (98.60%), best:    9876/10000 (98.76%), error:       419.24304, best error:       416.73770 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 826.9664916992s, input_fired_time: 10.8585138321, output_fired_time: 9.8665990829, propagate_forward_time: 308.7239074707, propagate_backward_time: 486.6765136719, weight_update_time: 0.7666376233, other_time: 10.8409729004
epoch time: 64.4762496948s, input_fired_time: 1.3355058432, output_fired_time: 0.0000000000, propagate_forward_time: 61.2527580261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8879852295
validation[          , genome 16122] predictions:    9859/  10000 (98.59%), best:    9876/10000 (98.76%), error:       421.38455, best error:       416.73770 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 832.0366821289s, input_fired_time: 11.1030454636, output_fired_time: 9.9485158920, propagate_forward_time: 310.5135498047, propagate_backward_time: 489.2919311523, weight_update_time: 0.7768275142, other_time: 11.1796875000
epoch time: 64.8131866455s, input_fired_time: 1.3484356403, output_fired_time: 0.0000000000, propagate_forward_time: 61.5769195557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8878326416
validation[          , genome 16122] predictions:    9863/  10000 (98.63%), best:    9876/10000 (98.76%), error:       458.80475, best error:       416.73770 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 828.1660766602s, input_fired_time: 10.8892984390, output_fired_time: 9.8845815659, propagate_forward_time: 309.1838378906, propagate_backward_time: 487.3370361328, weight_update_time: 0.7711579204, other_time: 10.8713378906
epoch time: 64.7312545776s, input_fired_time: 1.3437623978, output_fired_time: 0.0000000000, propagate_forward_time: 61.5088195801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8786735535
validation[          , genome 16122] predictions:    9847/  10000 (98.47%), best:    9876/10000 (98.76%), error:       515.92767, best error:       416.73770 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 832.8095703125s, input_fired_time: 11.0853157043, output_fired_time: 9.9510412216, propagate_forward_time: 310.4929504395, propagate_backward_time: 490.0129394531, weight_update_time: 0.7881145477, other_time: 11.2673034668
epoch time: 65.2480316162s, input_fired_time: 1.3493462801, output_fired_time: 0.0000000000, propagate_forward_time: 61.9849586487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9137268066
validation[          , genome 16122] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       394.79706, best error:       394.79706 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 820.1210327148s, input_fired_time: 10.6516971588, output_fired_time: 9.7795677185, propagate_forward_time: 306.3404235840, propagate_backward_time: 482.8187866211, weight_update_time: 0.7550296187, other_time: 10.5306091309
epoch time: 66.0095672607s, input_fired_time: 1.3922647238, output_fired_time: 0.0000000000, propagate_forward_time: 62.5192909241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0980110168
validation[          , genome 16122] predictions:    9876/  10000 (98.76%), best:    9881/10000 (98.81%), error:       399.77258, best error:       394.79706 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 826.1415405273s, input_fired_time: 10.7620410919, output_fired_time: 9.9350767136, propagate_forward_time: 308.6487121582, propagate_backward_time: 486.1896667480, weight_update_time: 0.7772437930, other_time: 10.6060791016
epoch time: 66.2479629517s, input_fired_time: 1.3950014114, output_fired_time: 0.0000000000, propagate_forward_time: 62.8736267090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9793319702
validation[          , genome 16122] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       376.75543, best error:       376.75543 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 836.6010131836s, input_fired_time: 11.2113676071, output_fired_time: 10.1102333069, propagate_forward_time: 312.4543457031, propagate_backward_time: 491.6054382324, weight_update_time: 0.7827544808, other_time: 11.2196350098
epoch time: 64.5258560181s, input_fired_time: 1.3523331881, output_fired_time: 0.0000000000, propagate_forward_time: 61.2973213196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8762016296
validation[          , genome 16122] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       362.20605, best error:       362.20605 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 826.6917724609s, input_fired_time: 10.8929882050, output_fired_time: 9.8422145844, propagate_forward_time: 308.5275878906, propagate_backward_time: 486.4205017090, weight_update_time: 0.7866282463, other_time: 11.0084533691
epoch time: 64.8742294312s, input_fired_time: 1.3684664965, output_fired_time: 0.0000000000, propagate_forward_time: 61.5615119934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9442520142
validation[          , genome 16122] predictions:    9883/  10000 (98.83%), best:    9874/10000 (98.74%), error:       373.42679, best error:       362.20605 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 831.3153076172s, input_fired_time: 11.0535383224, output_fired_time: 9.9876976013, propagate_forward_time: 310.3391113281, propagate_backward_time: 488.7832641602, weight_update_time: 0.7883155942, other_time: 11.1517333984
epoch time: 67.1333847046s, input_fired_time: 1.4370627403, output_fired_time: 0.0000000000, propagate_forward_time: 63.5889282227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1073913574
validation[          , genome 16122] predictions:    9878/  10000 (98.78%), best:    9874/10000 (98.74%), error:       371.10092, best error:       362.20605 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 834.2957153320s, input_fired_time: 11.1317958832, output_fired_time: 9.9705429077, propagate_forward_time: 311.2651977539, propagate_backward_time: 490.6988830566, weight_update_time: 0.7909747958, other_time: 11.2293395996
epoch time: 66.0582046509s, input_fired_time: 1.3784995079, output_fired_time: 0.0000000000, propagate_forward_time: 62.7228507996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9568519592
validation[          , genome 16122] predictions:    9875/  10000 (98.75%), best:    9874/10000 (98.74%), error:       381.11456, best error:       362.20605 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 827.9724731445s, input_fired_time: 10.9792413712, output_fired_time: 9.8725461960, propagate_forward_time: 309.3570251465, propagate_backward_time: 486.7898864746, weight_update_time: 0.7706415653, other_time: 10.9737548828
epoch time: 65.5718002319s, input_fired_time: 1.3749562502, output_fired_time: 0.0000000000, propagate_forward_time: 62.2955322266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9013137817
validation[          , genome 16122] predictions:    9872/  10000 (98.72%), best:    9874/10000 (98.74%), error:       394.73080, best error:       362.20605 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 824.9675903320s, input_fired_time: 10.8913192749, output_fired_time: 9.8307895660, propagate_forward_time: 308.1356201172, propagate_backward_time: 485.2192687988, weight_update_time: 0.7676507235, other_time: 10.8905944824
epoch time: 65.5834503174s, input_fired_time: 1.3943724632, output_fired_time: 0.0000000000, propagate_forward_time: 62.1870956421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0019836426
validation[          , genome 16122] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       338.48166, best error:       338.48166 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 827.2735595703s, input_fired_time: 10.9229431152, output_fired_time: 9.9424180984, propagate_forward_time: 308.8699035645, propagate_backward_time: 486.6882934570, weight_update_time: 0.7712262273, other_time: 10.8499450684
epoch time: 66.9925613403s, input_fired_time: 1.4455536604, output_fired_time: 0.0000000000, propagate_forward_time: 63.4555778503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0914268494
validation[          , genome 16122] predictions:    9872/  10000 (98.72%), best:    9894/10000 (98.94%), error:       384.50763, best error:       338.48166 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 830.2481689453s, input_fired_time: 11.1094837189, output_fired_time: 9.9576158524, propagate_forward_time: 309.9602050781, propagate_backward_time: 488.1551818848, weight_update_time: 0.7771003842, other_time: 11.0656433105
epoch time: 65.5160598755s, input_fired_time: 1.3844972849, output_fired_time: 0.0000000000, propagate_forward_time: 62.0984191895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0331420898
validation[          , genome 16122] predictions:    9871/  10000 (98.71%), best:    9894/10000 (98.94%), error:       426.60986, best error:       338.48166 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 821.9270629883s, input_fired_time: 10.7430362701, output_fired_time: 9.8437013626, propagate_forward_time: 307.0407714844, propagate_backward_time: 483.7563476563, weight_update_time: 0.7596076131, other_time: 10.5432128906
epoch time: 66.0527648926s, input_fired_time: 1.4055517912, output_fired_time: 0.0000000000, propagate_forward_time: 62.6308021545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0164146423
validation[          , genome 16122] predictions:    9891/  10000 (98.91%), best:    9894/10000 (98.94%), error:       350.91565, best error:       338.48166 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 830.9853515625s, input_fired_time: 11.0019874573, output_fired_time: 9.9402799606, propagate_forward_time: 310.3321533203, propagate_backward_time: 488.7220153809, weight_update_time: 0.7730821371, other_time: 10.9888610840
epoch time: 64.3653106689s, input_fired_time: 1.3413566351, output_fired_time: 0.0000000000, propagate_forward_time: 61.1504669189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8734855652
validation[          , genome 16122] predictions:    9900/  10000 (99.00%), best:    9894/10000 (98.94%), error:       340.84244, best error:       338.48166 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 828.1618652344s, input_fired_time: 10.9438982010, output_fired_time: 9.9445810318, propagate_forward_time: 309.3268432617, propagate_backward_time: 487.1270751953, weight_update_time: 0.7817437649, other_time: 10.8194580078
epoch time: 67.0632934570s, input_fired_time: 1.4213470221, output_fired_time: 0.0000000000, propagate_forward_time: 63.5362815857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1056632996
validation[          , genome 16122] predictions:    9891/  10000 (98.91%), best:    9894/10000 (98.94%), error:       378.47400, best error:       338.48166 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 829.7301025391s, input_fired_time: 10.9311437607, output_fired_time: 9.9910182953, propagate_forward_time: 309.9012145996, propagate_backward_time: 488.0513610840, weight_update_time: 0.7860056162, other_time: 10.8553466797
epoch time: 64.8279418945s, input_fired_time: 1.3516113758, output_fired_time: 0.0000000000, propagate_forward_time: 61.5744094849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9019203186
validation[          , genome 16122] predictions:    9880/  10000 (98.80%), best:    9894/10000 (98.94%), error:       389.97015, best error:       338.48166 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 831.6852416992s, input_fired_time: 11.0252304077, output_fired_time: 9.9284715652, propagate_forward_time: 310.3948974609, propagate_backward_time: 489.2159423828, weight_update_time: 0.7868599296, other_time: 11.1207275391
epoch time: 67.5906982422s, input_fired_time: 1.4172974825, output_fired_time: 0.0000000000, propagate_forward_time: 64.1155166626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0578842163
validation[          , genome 16122] predictions:    9886/  10000 (98.86%), best:    9894/10000 (98.94%), error:       368.49957, best error:       338.48166 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 825.6716308594s, input_fired_time: 10.8949747086, output_fired_time: 9.8988170624, propagate_forward_time: 308.2784118652, propagate_backward_time: 485.7835083008, weight_update_time: 0.7640242577, other_time: 10.8159484863
epoch time: 67.4101486206s, input_fired_time: 1.4204801321, output_fired_time: 0.0000000000, propagate_forward_time: 63.9575157166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0321540833
validation[          , genome 16122] predictions:    9888/  10000 (98.88%), best:    9894/10000 (98.94%), error:       349.44839, best error:       338.48166 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 823.1896362305s, input_fired_time: 10.7786531448, output_fired_time: 9.8162965775, propagate_forward_time: 307.5535583496, propagate_backward_time: 484.4080200195, weight_update_time: 0.7608427405, other_time: 10.6331481934
epoch time: 64.6068344116s, input_fired_time: 1.3425467014, output_fired_time: 0.0000000000, propagate_forward_time: 61.3854370117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8788490295
validation[          , genome 16122] predictions:    9898/  10000 (98.98%), best:    9894/10000 (98.94%), error:       342.44952, best error:       338.48166 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 829.3349609375s, input_fired_time: 10.9789419174, output_fired_time: 9.9176788330, propagate_forward_time: 309.8490905762, propagate_backward_time: 487.6001586914, weight_update_time: 0.7721622586, other_time: 10.9891052246
epoch time: 64.6489028931s, input_fired_time: 1.3474432230, output_fired_time: 0.0000000000, propagate_forward_time: 61.3764686584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9249916077
validation[          , genome 16122] predictions:    9895/  10000 (98.95%), best:    9894/10000 (98.94%), error:       354.59738, best error:       338.48166 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 821.9640502930s, input_fired_time: 10.7358369827, output_fired_time: 9.7650527954, propagate_forward_time: 307.0445251465, propagate_backward_time: 483.8808288574, weight_update_time: 0.7550282478, other_time: 10.5377807617
epoch time: 65.4045257568s, input_fired_time: 1.3819717169, output_fired_time: 0.0000000000, propagate_forward_time: 62.0410842896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9814682007
validation[          , genome 16122] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       327.38474, best error:       327.38474 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 833.3522338867s, input_fired_time: 11.0293998718, output_fired_time: 9.9558715820, propagate_forward_time: 311.0216064453, propagate_backward_time: 490.2180175781, weight_update_time: 0.7746000290, other_time: 11.1273193359
epoch time: 64.4213562012s, input_fired_time: 1.3480348587, output_fired_time: 0.0000000000, propagate_forward_time: 61.2003860474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8729362488
validation[          , genome 16122] predictions:    9876/  10000 (98.76%), best:    9889/10000 (98.89%), error:       455.17703, best error:       327.38474 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 832.8842773438s, input_fired_time: 11.1655416489, output_fired_time: 10.0487775803, propagate_forward_time: 310.7790832520, propagate_backward_time: 489.6318969727, weight_update_time: 0.7988725305, other_time: 11.2590026855
epoch time: 65.7497787476s, input_fired_time: 1.4384200573, output_fired_time: 0.0000000000, propagate_forward_time: 62.3036079407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0077476501
validation[          , genome 16122] predictions:    9898/  10000 (98.98%), best:    9889/10000 (98.89%), error:       351.81573, best error:       327.38474 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 830.7008666992s, input_fired_time: 11.0259494781, output_fired_time: 9.9671497345, propagate_forward_time: 310.4941406250, propagate_backward_time: 488.2311096191, weight_update_time: 0.7661898732, other_time: 10.9825134277
epoch time: 65.9431533813s, input_fired_time: 1.4115451574, output_fired_time: 0.0000000000, propagate_forward_time: 62.4810676575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0505409241
validation[          , genome 16122] predictions:    9806/  10000 (98.06%), best:    9889/10000 (98.89%), error:       577.54553, best error:       327.38474 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 823.6710815430s, input_fired_time: 10.8072185516, output_fired_time: 9.8947257996, propagate_forward_time: 307.8112487793, propagate_backward_time: 484.5731506348, weight_update_time: 0.7658892870, other_time: 10.5847778320
epoch time: 65.7037811279s, input_fired_time: 1.4081118107, output_fired_time: 0.0000000000, propagate_forward_time: 62.2693672180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0263023376
validation[          , genome 16122] predictions:    9897/  10000 (98.97%), best:    9889/10000 (98.89%), error:       347.26770, best error:       327.38474 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 831.7753295898s, input_fired_time: 11.0745649338, output_fired_time: 10.0001049042, propagate_forward_time: 310.6903076172, propagate_backward_time: 488.9272766113, weight_update_time: 0.7805939913, other_time: 11.0830383301
epoch time: 65.3744888306s, input_fired_time: 1.3970340490, output_fired_time: 0.0000000000, propagate_forward_time: 61.9746246338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0028305054
validation[          , genome 16122] predictions:    9904/  10000 (99.04%), best:    9889/10000 (98.89%), error:       335.66547, best error:       327.38474 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 828.1648559570s, input_fired_time: 10.9755907059, output_fired_time: 9.9819622040, propagate_forward_time: 309.3717956543, propagate_backward_time: 487.0036621094, weight_update_time: 0.7692986131, other_time: 10.8318786621
epoch time: 64.6236267090s, input_fired_time: 1.3709850311, output_fired_time: 0.0000000000, propagate_forward_time: 61.2794570923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9731826782
validation[          , genome 16122] predictions:    9898/  10000 (98.98%), best:    9889/10000 (98.89%), error:       348.43130, best error:       327.38474 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 830.1541748047s, input_fired_time: 11.0090579987, output_fired_time: 9.9031591415, propagate_forward_time: 309.9080810547, propagate_backward_time: 488.2473449707, weight_update_time: 0.7825254202, other_time: 11.0865783691
epoch time: 65.2939224243s, input_fired_time: 1.3962496519, output_fired_time: 0.0000000000, propagate_forward_time: 61.9493064880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9483680725
validation[          , genome 16122] predictions:    9894/  10000 (98.94%), best:    9889/10000 (98.89%), error:       363.71738, best error:       327.38474 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 822.1613769531s, input_fired_time: 10.7665081024, output_fired_time: 9.8809795380, propagate_forward_time: 307.1181640625, propagate_backward_time: 483.8023681641, weight_update_time: 0.7593263984, other_time: 10.5933837891
epoch time: 64.9870376587s, input_fired_time: 1.3621228933, output_fired_time: 0.0000000000, propagate_forward_time: 61.7343101501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8906059265
validation[          , genome 16122] predictions:    9902/  10000 (99.02%), best:    9889/10000 (98.89%), error:       335.42413, best error:       327.38474 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 839.8966064453s, input_fired_time: 11.3629636765, output_fired_time: 10.1223945618, propagate_forward_time: 313.3169555664, propagate_backward_time: 493.6007080078, weight_update_time: 0.8055495620, other_time: 11.4935913086
epoch time: 65.8503570557s, input_fired_time: 1.4265447855, output_fired_time: 0.0000000000, propagate_forward_time: 62.4102325439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0135803223
validation[          , genome 16122] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       325.12933, best error:       325.12933 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 828.3744506836s, input_fired_time: 10.9462738037, output_fired_time: 9.9053468704, propagate_forward_time: 309.3728942871, propagate_backward_time: 487.2354431152, weight_update_time: 0.7646338940, other_time: 10.9144897461
epoch time: 64.4979858398s, input_fired_time: 1.3525639772, output_fired_time: 0.0000000000, propagate_forward_time: 61.2569122314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8885078430
validation[          , genome 16122] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       311.39462, best error:       311.39462 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 825.7288208008s, input_fired_time: 10.9922151566, output_fired_time: 9.9326400757, propagate_forward_time: 308.1205749512, propagate_backward_time: 485.7272949219, weight_update_time: 0.7720331550, other_time: 10.9561462402
epoch time: 64.1519699097s, input_fired_time: 1.3465669155, output_fired_time: 0.0000000000, propagate_forward_time: 60.9373664856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8680381775
validation[          , genome 16122] predictions:    9909/  10000 (99.09%), best:    9914/10000 (99.14%), error:       337.87213, best error:       311.39462 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 829.0827026367s, input_fired_time: 11.0476474762, output_fired_time: 9.9361486435, propagate_forward_time: 309.4250488281, propagate_backward_time: 487.6554870605, weight_update_time: 0.7753028274, other_time: 11.0183410645
epoch time: 65.2765731812s, input_fired_time: 1.3901544809, output_fired_time: 0.0000000000, propagate_forward_time: 61.8986206055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9877967834
validation[          , genome 16122] predictions:    9915/  10000 (99.15%), best:    9914/10000 (99.14%), error:       320.70700, best error:       311.39462 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 835.1019287109s, input_fired_time: 11.2364969254, output_fired_time: 10.0456190109, propagate_forward_time: 311.3358459473, propagate_backward_time: 491.0440368652, weight_update_time: 0.7864152193, other_time: 11.4399414063
epoch time: 64.8685302734s, input_fired_time: 1.3549300432, output_fired_time: 0.0000000000, propagate_forward_time: 61.6030960083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9105033875
validation[          , genome 16122] predictions:    9900/  10000 (99.00%), best:    9914/10000 (99.14%), error:       329.06921, best error:       311.39462 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 825.4146728516s, input_fired_time: 10.8409585953, output_fired_time: 9.8611221313, propagate_forward_time: 308.1990661621, propagate_backward_time: 485.7576293945, weight_update_time: 0.7747578025, other_time: 10.7558898926
epoch time: 65.7437438965s, input_fired_time: 1.4142158031, output_fired_time: 0.0000000000, propagate_forward_time: 62.3146209717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0149078369
validation[          , genome 16122] predictions:    9898/  10000 (98.98%), best:    9914/10000 (99.14%), error:       321.51678, best error:       311.39462 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 827.2479858398s, input_fired_time: 10.9059829712, output_fired_time: 9.8879890442, propagate_forward_time: 308.8374633789, propagate_backward_time: 486.7283935547, weight_update_time: 0.7643565536, other_time: 10.8881225586
epoch time: 64.7121887207s, input_fired_time: 1.3583463430, output_fired_time: 0.0000000000, propagate_forward_time: 61.4685516357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8852920532
validation[          , genome 16122] predictions:    9899/  10000 (98.99%), best:    9914/10000 (99.14%), error:       343.75189, best error:       311.39462 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 832.6181030273s, input_fired_time: 11.0769805908, output_fired_time: 9.9600820541, propagate_forward_time: 310.5175781250, propagate_backward_time: 489.9600830078, weight_update_time: 0.7755923271, other_time: 11.1033935547
epoch time: 66.1856842041s, input_fired_time: 1.4260462523, output_fired_time: 0.0000000000, propagate_forward_time: 62.7249298096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0347061157
validation[          , genome 16122] predictions:    9911/  10000 (99.11%), best:    9914/10000 (99.14%), error:       314.38568, best error:       311.39462 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 830.0565795898s, input_fired_time: 11.0399236679, output_fired_time: 9.9224576950, propagate_forward_time: 309.7336425781, propagate_backward_time: 488.2456054688, weight_update_time: 0.7805715203, other_time: 11.1149291992
epoch time: 65.0364456177s, input_fired_time: 1.4044803381, output_fired_time: 0.0000000000, propagate_forward_time: 61.5957946777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0361709595
validation[          , genome 16122] predictions:    9849/  10000 (98.49%), best:    9914/10000 (99.14%), error:       457.83920, best error:       311.39462 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 832.3592529297s, input_fired_time: 11.1757678986, output_fired_time: 10.0304183960, propagate_forward_time: 310.9067993164, propagate_backward_time: 489.1238403320, weight_update_time: 0.7820364833, other_time: 11.1224365234
epoch time: 64.4990158081s, input_fired_time: 1.3538322449, output_fired_time: 0.0000000000, propagate_forward_time: 61.1880035400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9571800232
validation[          , genome 16122] predictions:    9906/  10000 (99.06%), best:    9914/10000 (99.14%), error:       335.80246, best error:       311.39462 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 830.7630004883s, input_fired_time: 11.0789985657, output_fired_time: 9.9547777176, propagate_forward_time: 310.0975036621, propagate_backward_time: 488.5309448242, weight_update_time: 0.7713358998, other_time: 11.1007995605
epoch time: 65.6945419312s, input_fired_time: 1.3955829144, output_fired_time: 0.0000000000, propagate_forward_time: 62.3010864258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9978713989
validation[          , genome 16122] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       309.67322, best error:       309.67322 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 828.1572265625s, input_fired_time: 10.9914617538, output_fired_time: 9.9384918213, propagate_forward_time: 309.2103881836, propagate_backward_time: 487.1349487305, weight_update_time: 0.7734298706, other_time: 10.8819580078
epoch time: 65.0018539429s, input_fired_time: 1.3780312538, output_fired_time: 0.0000000000, propagate_forward_time: 61.6510353088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9727859497
validation[          , genome 16122] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       308.97791, best error:       308.97791 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 825.5464477539s, input_fired_time: 10.9440803528, output_fired_time: 9.8159036636, propagate_forward_time: 308.3145141602, propagate_backward_time: 485.5777282715, weight_update_time: 0.7670874000, other_time: 10.8941955566
epoch time: 65.6259002686s, input_fired_time: 1.4010624886, output_fired_time: 0.0000000000, propagate_forward_time: 62.2239913940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0008468628
validation[          , genome 16122] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       306.71970, best error:       306.71970 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 827.6452636719s, input_fired_time: 11.0507488251, output_fired_time: 9.8959350586, propagate_forward_time: 308.9773254395, propagate_backward_time: 486.7213134766, weight_update_time: 0.7763701081, other_time: 10.9999694824
epoch time: 67.1839981079s, input_fired_time: 1.4128371477, output_fired_time: 0.0000000000, propagate_forward_time: 63.8015174866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9696464539
validation[          , genome 16122] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       325.43573, best error:       306.71970 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 832.4165039063s, input_fired_time: 11.0274267197, output_fired_time: 9.9448242188, propagate_forward_time: 310.5884399414, propagate_backward_time: 489.8748474121, weight_update_time: 0.7771573067, other_time: 10.9809875488
epoch time: 64.7939987183s, input_fired_time: 1.3654744625, output_fired_time: 0.0000000000, propagate_forward_time: 61.4884529114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9400711060
validation[          , genome 16122] predictions:    9897/  10000 (98.97%), best:    9909/10000 (99.09%), error:       320.39368, best error:       306.71970 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 827.5922851563s, input_fired_time: 10.9561624527, output_fired_time: 9.9225645065, propagate_forward_time: 308.6012573242, propagate_backward_time: 487.3015747070, weight_update_time: 0.7701679468, other_time: 10.8107299805
epoch time: 65.2520980835s, input_fired_time: 1.3903573751, output_fired_time: 0.0000000000, propagate_forward_time: 61.9273757935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9343643188
validation[          , genome 16122] predictions:    9886/  10000 (98.86%), best:    9909/10000 (99.09%), error:       382.96304, best error:       306.71970 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 828.1021118164s, input_fired_time: 10.9745159149, output_fired_time: 9.9104614258, propagate_forward_time: 309.4104614258, propagate_backward_time: 487.0350952148, weight_update_time: 0.7655655146, other_time: 10.7716064453
epoch time: 67.2795639038s, input_fired_time: 1.4455956221, output_fired_time: 0.0000000000, propagate_forward_time: 63.7314605713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1025085449
validation[          , genome 16122] predictions:    9903/  10000 (99.03%), best:    9909/10000 (99.09%), error:       329.28983, best error:       306.71970 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 829.3746337891s, input_fired_time: 11.0548763275, output_fired_time: 9.9285793304, propagate_forward_time: 309.6588745117, propagate_backward_time: 487.7821960449, weight_update_time: 0.7775214314, other_time: 10.9501037598
epoch time: 66.1384811401s, input_fired_time: 1.4032652378, output_fired_time: 0.0000000000, propagate_forward_time: 62.7516441345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9835700989
validation[          , genome 16122] predictions:    9902/  10000 (99.02%), best:    9909/10000 (99.09%), error:       350.39566, best error:       306.71970 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 834.6076049805s, input_fired_time: 11.2405242920, output_fired_time: 9.9500150681, propagate_forward_time: 311.2798156738, propagate_backward_time: 490.9277954102, weight_update_time: 0.7778794169, other_time: 11.2094421387
epoch time: 64.5141372681s, input_fired_time: 1.3724462986, output_fired_time: 0.0000000000, propagate_forward_time: 61.2106208801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9310684204
validation[          , genome 16122] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       300.04144, best error:       300.04144 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 831.1381835938s, input_fired_time: 11.0207757950, output_fired_time: 10.0058765411, propagate_forward_time: 310.2835388184, propagate_backward_time: 488.8489685059, weight_update_time: 0.7923403978, other_time: 10.9790649414
epoch time: 64.7457199097s, input_fired_time: 1.3733203411, output_fired_time: 0.0000000000, propagate_forward_time: 61.4362754822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9361228943
validation[          , genome 16122] predictions:    9910/  10000 (99.10%), best:    9909/10000 (99.09%), error:       330.31454, best error:       300.04144 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 831.4732055664s, input_fired_time: 11.0966129303, output_fired_time: 9.9632854462, propagate_forward_time: 310.2004089355, propagate_backward_time: 489.1052551270, weight_update_time: 0.7868482471, other_time: 11.1076660156
epoch time: 66.4887924194s, input_fired_time: 1.4151537418, output_fired_time: 0.0000000000, propagate_forward_time: 63.0485954285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0250434875
validation[          , genome 16122] predictions:    9913/  10000 (99.13%), best:    9909/10000 (99.09%), error:       301.83713, best error:       300.04144 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 821.9969482422s, input_fired_time: 10.7922391891, output_fired_time: 9.8128452301, propagate_forward_time: 307.0541381836, propagate_backward_time: 483.7666931152, weight_update_time: 0.7584280968, other_time: 10.5710144043
epoch time: 64.2706298828s, input_fired_time: 1.3520007133, output_fired_time: 0.0000000000, propagate_forward_time: 61.0449066162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8737220764
validation[          , genome 16122] predictions:    9899/  10000 (98.99%), best:    9909/10000 (99.09%), error:       328.51468, best error:       300.04144 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 832.8710327148s, input_fired_time: 11.2005109787, output_fired_time: 10.0304574966, propagate_forward_time: 310.9071655273, propagate_backward_time: 489.6204223633, weight_update_time: 0.7790643573, other_time: 11.1124877930
epoch time: 67.2376785278s, input_fired_time: 1.4293631315, output_fired_time: 0.0000000000, propagate_forward_time: 63.8385467529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9697723389
validation[          , genome 16122] predictions:    9908/  10000 (99.08%), best:    9909/10000 (99.09%), error:       313.95322, best error:       300.04144 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 827.7741088867s, input_fired_time: 10.9964714050, output_fired_time: 9.8418598175, propagate_forward_time: 309.2834167480, propagate_backward_time: 486.8052062988, weight_update_time: 0.7728754282, other_time: 10.8471679688
epoch time: 64.5736160278s, input_fired_time: 1.3575692177, output_fired_time: 0.0000000000, propagate_forward_time: 61.3398132324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8762321472
validation[          , genome 16122] predictions:    9907/  10000 (99.07%), best:    9909/10000 (99.09%), error:       311.14178, best error:       300.04144 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 833.5980834961s, input_fired_time: 11.1813659668, output_fired_time: 9.9733743668, propagate_forward_time: 311.3795776367, propagate_backward_time: 489.8881835938, weight_update_time: 0.7762101889, other_time: 11.1755981445
epoch time: 64.3843383789s, input_fired_time: 1.3517643213, output_fired_time: 0.0000000000, propagate_forward_time: 61.0729675293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9596061707
validation[          , genome 16122] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       295.34381, best error:       295.34381 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 822.2187500000s, input_fired_time: 10.8418378830, output_fired_time: 9.8805980682, propagate_forward_time: 307.0548095703, propagate_backward_time: 483.9215087891, weight_update_time: 0.7599102855, other_time: 10.5199584961
epoch time: 65.8853073120s, input_fired_time: 1.4167350531, output_fired_time: 0.0000000000, propagate_forward_time: 62.4457244873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0228500366
validation[          , genome 16122] predictions:    9915/  10000 (99.15%), best:    9914/10000 (99.14%), error:       308.71954, best error:       295.34381 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 824.1191406250s, input_fired_time: 10.8671703339, output_fired_time: 9.8551301956, propagate_forward_time: 307.9019775391, propagate_backward_time: 484.8405456543, weight_update_time: 0.7751528621, other_time: 10.6543273926
epoch time: 64.7865219116s, input_fired_time: 1.3593428135, output_fired_time: 0.0000000000, propagate_forward_time: 61.5064620972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9207153320
validation[          , genome 16122] predictions:    9909/  10000 (99.09%), best:    9914/10000 (99.14%), error:       314.93488, best error:       295.34381 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 824.7478027344s, input_fired_time: 10.8691377640, output_fired_time: 9.8862342834, propagate_forward_time: 307.9267272949, propagate_backward_time: 485.4302062988, weight_update_time: 0.7657706738, other_time: 10.6354980469
epoch time: 65.7046203613s, input_fired_time: 1.4143620729, output_fired_time: 0.0000000000, propagate_forward_time: 62.2561492920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0341110229
validation[          , genome 16122] predictions:    9906/  10000 (99.06%), best:    9914/10000 (99.14%), error:       318.98199, best error:       295.34381 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 829.8906860352s, input_fired_time: 11.1275606155, output_fired_time: 9.8996181488, propagate_forward_time: 309.8047180176, propagate_backward_time: 488.0349426270, weight_update_time: 0.7768117189, other_time: 11.0238647461
epoch time: 64.4336700439s, input_fired_time: 1.3554992676, output_fired_time: 0.0000000000, propagate_forward_time: 61.1987571716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8794136047
validation[          , genome 16122] predictions:    9897/  10000 (98.97%), best:    9914/10000 (99.14%), error:       326.05786, best error:       295.34381 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 831.7459716797s, input_fired_time: 11.0941715240, output_fired_time: 10.0450000763, propagate_forward_time: 310.5107421875, propagate_backward_time: 488.9608154297, weight_update_time: 0.7765447497, other_time: 11.1352539063
epoch time: 65.0763626099s, input_fired_time: 1.3790984154, output_fired_time: 0.0000000000, propagate_forward_time: 61.7020683289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9951972961
validation[          , genome 16122] predictions:    9913/  10000 (99.13%), best:    9914/10000 (99.14%), error:       317.36774, best error:       295.34381 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 831.1447143555s, input_fired_time: 11.0929880142, output_fired_time: 9.9861955643, propagate_forward_time: 310.4190979004, propagate_backward_time: 488.5903320313, weight_update_time: 0.7786932588, other_time: 11.0560607910
epoch time: 65.8687667847s, input_fired_time: 1.4160066843, output_fired_time: 0.0000000000, propagate_forward_time: 62.4070549011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0457038879
validation[          , genome 16122] predictions:    9915/  10000 (99.15%), best:    9914/10000 (99.14%), error:       304.06305, best error:       295.34381 on epoch:    94, 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: 328.1508789063s, input_fired_time: 6.9875278473, output_fired_time: 0.0000000000, propagate_forward_time: 311.2501220703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.9132385254
best training[          , genome 16122] predictions:   50000/  50000 (100.00%), best:    9914/10000 (99.14%), error:       149.55226, best error:       295.34381 on epoch:    94, 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: 66.9749832153s, input_fired_time: 1.4276928902, output_fired_time: 0.0000000000, propagate_forward_time: 63.5772132874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9700737000
   testing[          , genome 16122] predictions:    9899/  10000 (98.99%), best:    9914/10000 (99.14%), error:       286.29468, best error:       295.34381 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:03:51 (2284): called boinc_finish(0)

</stderr_txt>
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