Nameexact_genome_1512568488_44_7010_0
Workunit2606378
Created7 Dec 2017, 23:16:57 UTC
Sent7 Dec 2017, 23:24:41 UTC
Report deadline18 Dec 2017, 16:45:37 UTC
Received9 Dec 2017, 9:43:41 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time5 hours 54 min 21 sec
CPU time5 hours 50 min 32 sec
Validate stateValid
Credit2,680.72
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.52 MB
Peak swap size160.09 MB
Peak disk usage2.13 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
833.36157 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 193.4111480713s, input_fired_time: 2.3709127903, output_fired_time: 2.5416984558, propagate_forward_time: 71.9416961670, propagate_backward_time: 112.6865005493, weight_update_time: 0.2251712382, other_time: 3.8703384399
epoch time: 14.9723091125s, input_fired_time: 0.2914077938, output_fired_time: 0.0000000000, propagate_forward_time: 13.9583253860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7225761414
validation[          , genome  7010] predictions:    9720/  10000 (97.20%), best:    9752/10000 (97.52%), error:       903.21265, best error:       833.36157 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 193.8938751221s, input_fired_time: 2.3827006817, output_fired_time: 2.5508975983, propagate_forward_time: 72.5086212158, propagate_backward_time: 112.6010818481, weight_update_time: 0.2249631435, other_time: 3.8505630493
epoch time: 15.3208580017s, input_fired_time: 0.2931882143, output_fired_time: 0.0000000000, propagate_forward_time: 14.3409748077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6866950989
validation[          , genome  7010] predictions:    9723/  10000 (97.23%), best:    9752/10000 (97.52%), error:       872.54523, best error:       833.36157 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 193.5836029053s, input_fired_time: 2.3769526482, output_fired_time: 2.5569622517, propagate_forward_time: 71.9876098633, propagate_backward_time: 112.8086166382, weight_update_time: 0.2246923596, other_time: 3.8534622192
epoch time: 15.1865873337s, input_fired_time: 0.2909114957, output_fired_time: 0.0000000000, propagate_forward_time: 14.2129459381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6827297211
validation[          , genome  7010] predictions:    9711/  10000 (97.11%), best:    9752/10000 (97.52%), error:       900.61743, best error:       833.36157 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 192.5232238770s, input_fired_time: 2.3660066128, output_fired_time: 2.5409605503, propagate_forward_time: 71.4908218384, propagate_backward_time: 112.2774658203, weight_update_time: 0.2230269611, other_time: 3.8479690552
epoch time: 14.7462873459s, input_fired_time: 0.2827399969, output_fired_time: 0.0000000000, propagate_forward_time: 13.7848854065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6786623001
validation[          , genome  7010] predictions:    9739/  10000 (97.39%), best:    9752/10000 (97.52%), error:       853.52417, best error:       833.36157 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 191.4220123291s, input_fired_time: 2.3611037731, output_fired_time: 2.5324296951, propagate_forward_time: 70.9818038940, propagate_backward_time: 111.6757125854, weight_update_time: 0.2209476233, other_time: 3.8709716797
epoch time: 14.2267084122s, input_fired_time: 0.2858786285, output_fired_time: 0.0000000000, propagate_forward_time: 13.2128744125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7279558182
validation[          , genome  7010] predictions:    9730/  10000 (97.30%), best:    9752/10000 (97.52%), error:       918.92950, best error:       833.36157 on epoch:    10, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 192.9082489014s, input_fired_time: 2.3767473698, output_fired_time: 2.5631694794, propagate_forward_time: 71.7314300537, propagate_backward_time: 112.3699951172, weight_update_time: 0.2217366546, other_time: 3.8668975830
epoch time: 15.5667085648s, input_fired_time: 0.2923160791, output_fired_time: 0.0000000000, propagate_forward_time: 14.5833520889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6910400391
validation[          , genome  7010] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       813.59888, best error:       813.59888 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 192.7775115967s, input_fired_time: 2.3699724674, output_fired_time: 2.5377049446, propagate_forward_time: 71.7553558350, propagate_backward_time: 112.2497940063, weight_update_time: 0.2237612307, other_time: 3.8646774292
epoch time: 15.6648731232s, input_fired_time: 0.2932493985, output_fired_time: 0.0000000000, propagate_forward_time: 14.6914491653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6801748276
validation[          , genome  7010] predictions:    9690/  10000 (96.90%), best:    9752/10000 (97.52%), error:       966.42816, best error:       813.59888 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 193.5994415283s, input_fired_time: 2.3753335476, output_fired_time: 2.5470168591, propagate_forward_time: 72.0022888184, propagate_backward_time: 112.8015518188, weight_update_time: 0.2262967527, other_time: 3.8732528687
epoch time: 15.5769844055s, input_fired_time: 0.2949811518, output_fired_time: 0.0000000000, propagate_forward_time: 14.5893774033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6926259995
validation[          , genome  7010] predictions:    9683/  10000 (96.83%), best:    9752/10000 (97.52%), error:      1034.24268, best error:       813.59888 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 190.2065124512s, input_fired_time: 2.3547832966, output_fired_time: 2.5315937996, propagate_forward_time: 70.3562927246, propagate_backward_time: 111.0275955200, weight_update_time: 0.2229648083, other_time: 3.9362411499
epoch time: 15.7870178223s, input_fired_time: 0.3016752005, output_fired_time: 0.0000000000, propagate_forward_time: 14.7860441208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6992988586
validation[          , genome  7010] predictions:    9738/  10000 (97.38%), best:    9752/10000 (97.52%), error:       851.40936, best error:       813.59888 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 193.5188140869s, input_fired_time: 2.3715124130, output_fired_time: 2.5485844612, propagate_forward_time: 72.1085891724, propagate_backward_time: 112.6585159302, weight_update_time: 0.2195130736, other_time: 3.8316192627
epoch time: 13.8991889954s, input_fired_time: 0.2892658710, output_fired_time: 0.0000000000, propagate_forward_time: 12.7790365219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8308868408
validation[          , genome  7010] predictions:    9721/  10000 (97.21%), best:    9752/10000 (97.52%), error:       868.65570, best error:       813.59888 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 192.4721984863s, input_fired_time: 2.3757290840, output_fired_time: 2.5435459614, propagate_forward_time: 71.6485061646, propagate_backward_time: 112.0654067993, weight_update_time: 0.2215977758, other_time: 3.8390045166
epoch time: 14.7701292038s, input_fired_time: 0.2907927036, output_fired_time: 0.0000000000, propagate_forward_time: 13.7638092041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7155275345
validation[          , genome  7010] predictions:    9728/  10000 (97.28%), best:    9752/10000 (97.52%), error:       868.15778, best error:       813.59888 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 195.0608367920s, input_fired_time: 2.4119093418, output_fired_time: 2.5748083591, propagate_forward_time: 72.8736953735, propagate_backward_time: 113.3184432983, weight_update_time: 0.2251729816, other_time: 3.8819732666
epoch time: 15.6468210220s, input_fired_time: 0.2983880341, output_fired_time: 0.0000000000, propagate_forward_time: 14.6459922791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7024402618
validation[          , genome  7010] predictions:    9719/  10000 (97.19%), best:    9752/10000 (97.52%), error:       841.02661, best error:       813.59888 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 193.3144226074s, input_fired_time: 2.3732841015, output_fired_time: 2.5506896973, propagate_forward_time: 72.0952911377, propagate_backward_time: 112.4571762085, weight_update_time: 0.2216362208, other_time: 3.8379745483
epoch time: 15.7023401260s, input_fired_time: 0.2943268120, output_fired_time: 0.0000000000, propagate_forward_time: 14.7175779343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6904354095
validation[          , genome  7010] predictions:    9700/  10000 (97.00%), best:    9752/10000 (97.52%), error:       923.83875, best error:       813.59888 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 192.0064849854s, input_fired_time: 2.3572790623, output_fired_time: 2.5419313908, propagate_forward_time: 71.2889862061, propagate_backward_time: 111.9455032349, weight_update_time: 0.2227488905, other_time: 3.8727798462
epoch time: 14.8358068466s, input_fired_time: 0.2930333912, output_fired_time: 0.0000000000, propagate_forward_time: 13.8303661346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7124071121
validation[          , genome  7010] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       795.63434, best error:       795.63434 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 192.7210388184s, input_fired_time: 2.3780844212, output_fired_time: 2.5467734337, propagate_forward_time: 71.5922470093, propagate_backward_time: 112.2763214111, weight_update_time: 0.2258789986, other_time: 3.9276199341
epoch time: 15.6237068176s, input_fired_time: 0.3003456295, output_fired_time: 0.0000000000, propagate_forward_time: 14.6299076080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6934537888
validation[          , genome  7010] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       793.60394, best error:       793.60394 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 193.0907592773s, input_fired_time: 2.3788948059, output_fired_time: 2.5524423122, propagate_forward_time: 71.7994003296, propagate_backward_time: 112.4349670410, weight_update_time: 0.2248421758, other_time: 3.9250564575
epoch time: 15.5143489838s, input_fired_time: 0.2993257344, output_fired_time: 0.0000000000, propagate_forward_time: 14.5135564804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7014665604
validation[          , genome  7010] predictions:    9730/  10000 (97.30%), best:    9745/10000 (97.45%), error:       866.09717, best error:       793.60394 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 191.5010070801s, input_fired_time: 2.3661398888, output_fired_time: 2.5392923355, propagate_forward_time: 70.7052917480, propagate_backward_time: 111.9648590088, weight_update_time: 0.2255036831, other_time: 3.9254302979
epoch time: 14.4443521500s, input_fired_time: 0.2825690210, output_fired_time: 0.0000000000, propagate_forward_time: 13.4550209045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7067623138
validation[          , genome  7010] predictions:    9732/  10000 (97.32%), best:    9745/10000 (97.45%), error:       863.25958, best error:       793.60394 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 192.0049438477s, input_fired_time: 2.3689231873, output_fired_time: 2.5339119434, propagate_forward_time: 71.2228088379, propagate_backward_time: 112.0073928833, weight_update_time: 0.2229957432, other_time: 3.8719100952
epoch time: 15.6670589447s, input_fired_time: 0.3042420447, output_fired_time: 0.0000000000, propagate_forward_time: 14.6478872299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7149295807
validation[          , genome  7010] predictions:    9727/  10000 (97.27%), best:    9745/10000 (97.45%), error:       856.06494, best error:       793.60394 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 190.5559234619s, input_fired_time: 2.3545174599, output_fired_time: 2.5214896202, propagate_forward_time: 70.6614685059, propagate_backward_time: 111.1516113281, weight_update_time: 0.2227921486, other_time: 3.8668365479
epoch time: 15.1834936142s, input_fired_time: 0.2929873765, output_fired_time: 0.0000000000, propagate_forward_time: 14.2029027939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6876029968
validation[          , genome  7010] predictions:    9740/  10000 (97.40%), best:    9745/10000 (97.45%), error:       822.37817, best error:       793.60394 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 193.7496948242s, input_fired_time: 2.3710591793, output_fired_time: 2.5491719246, propagate_forward_time: 72.3004989624, propagate_backward_time: 112.6800689697, weight_update_time: 0.2254440188, other_time: 3.8488845825
epoch time: 15.4592227936s, input_fired_time: 0.2912238836, output_fired_time: 0.0000000000, propagate_forward_time: 14.4779100418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6900892258
validation[          , genome  7010] predictions:    9740/  10000 (97.40%), best:    9745/10000 (97.45%), error:       804.51947, best error:       793.60394 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 193.2492218018s, input_fired_time: 2.3776869774, output_fired_time: 2.5452349186, propagate_forward_time: 72.0024032593, propagate_backward_time: 112.4907608032, weight_update_time: 0.2209828794, other_time: 3.8331298828
epoch time: 15.2386312485s, input_fired_time: 0.2890702784, output_fired_time: 0.0000000000, propagate_forward_time: 14.2670602798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6825008392
validation[          , genome  7010] predictions:    9734/  10000 (97.34%), best:    9745/10000 (97.45%), error:       856.77972, best error:       793.60394 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 194.1505737305s, input_fired_time: 2.3899531364, output_fired_time: 2.5662047863, propagate_forward_time: 72.4199905396, propagate_backward_time: 112.8928070068, weight_update_time: 0.2254354060, other_time: 3.8816146851
epoch time: 15.2012319565s, input_fired_time: 0.2858532965, output_fired_time: 0.0000000000, propagate_forward_time: 14.2407226563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6746559143
validation[          , genome  7010] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       789.47717, best error:       789.47717 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 193.2801208496s, input_fired_time: 2.3826179504, output_fired_time: 2.5551884174, propagate_forward_time: 72.0050506592, propagate_backward_time: 112.4189224243, weight_update_time: 0.2247966230, other_time: 3.9183425903
epoch time: 15.3986101151s, input_fired_time: 0.2889346778, output_fired_time: 0.0000000000, propagate_forward_time: 14.4342794418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6753959656
validation[          , genome  7010] predictions:    9736/  10000 (97.36%), best:    9749/10000 (97.49%), error:       812.42523, best error:       789.47717 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 193.0294799805s, input_fired_time: 2.3759357929, output_fired_time: 2.5454757214, propagate_forward_time: 71.7837524414, propagate_backward_time: 112.4021987915, weight_update_time: 0.2235590667, other_time: 3.9221267700
epoch time: 15.2933835983s, input_fired_time: 0.2901438177, output_fired_time: 0.0000000000, propagate_forward_time: 14.3279123306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6753273010
validation[          , genome  7010] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       761.94427, best error:       761.94427 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 192.4172668457s, input_fired_time: 2.3713490963, output_fired_time: 2.5373857021, propagate_forward_time: 71.6134948730, propagate_backward_time: 112.0474624634, weight_update_time: 0.2241708934, other_time: 3.8475723267
epoch time: 14.1088008881s, input_fired_time: 0.2777174115, output_fired_time: 0.0000000000, propagate_forward_time: 13.1550378799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6760454178
validation[          , genome  7010] predictions:    9748/  10000 (97.48%), best:    9742/10000 (97.42%), error:       819.95618, best error:       761.94427 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 192.7897796631s, input_fired_time: 2.3882679939, output_fired_time: 2.5521500111, propagate_forward_time: 71.5649642944, propagate_backward_time: 112.4042053223, weight_update_time: 0.2213847637, other_time: 3.8801803589
epoch time: 15.3547229767s, input_fired_time: 0.2927119136, output_fired_time: 0.0000000000, propagate_forward_time: 14.3701238632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6918869019
validation[          , genome  7010] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       746.38867, best error:       746.38867 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 191.8318481445s, input_fired_time: 2.3589832783, output_fired_time: 2.5328021049, propagate_forward_time: 71.2775115967, propagate_backward_time: 111.8215332031, weight_update_time: 0.2223860323, other_time: 3.8410186768
epoch time: 15.7060823441s, input_fired_time: 0.2979590893, output_fired_time: 0.0000000000, propagate_forward_time: 14.7102136612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6979093552
validation[          , genome  7010] predictions:    9756/  10000 (97.56%), best:    9776/10000 (97.76%), error:       848.57599, best error:       746.38867 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 190.2257995605s, input_fired_time: 2.3623664379, output_fired_time: 2.5216422081, propagate_forward_time: 70.5533142090, propagate_backward_time: 110.9318008423, weight_update_time: 0.2196816206, other_time: 3.8566818237
epoch time: 14.9848823547s, input_fired_time: 0.2882446349, output_fired_time: 0.0000000000, propagate_forward_time: 14.0061597824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6904783249
validation[          , genome  7010] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       821.98309, best error:       746.38867 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 192.6104583740s, input_fired_time: 2.3785698414, output_fired_time: 2.5450592041, propagate_forward_time: 71.7422332764, propagate_backward_time: 112.0722885132, weight_update_time: 0.2242735475, other_time: 3.8723068237
epoch time: 14.6504755020s, input_fired_time: 0.2829315364, output_fired_time: 0.0000000000, propagate_forward_time: 13.6978368759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6697072983
validation[          , genome  7010] predictions:    9740/  10000 (97.40%), best:    9776/10000 (97.76%), error:       819.81665, best error:       746.38867 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 191.7155761719s, input_fired_time: 2.3928925991, output_fired_time: 2.5509469509, propagate_forward_time: 70.7897796631, propagate_backward_time: 112.0005416870, weight_update_time: 0.2244230211, other_time: 3.9814071655
epoch time: 15.2360038757s, input_fired_time: 0.2887654901, output_fired_time: 0.0000000000, propagate_forward_time: 14.2710123062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6762256622
validation[          , genome  7010] predictions:    9693/  10000 (96.93%), best:    9776/10000 (97.76%), error:       933.99567, best error:       746.38867 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 190.3102111816s, input_fired_time: 2.3510982990, output_fired_time: 2.5309145451, propagate_forward_time: 70.3043212891, propagate_backward_time: 111.2419509888, weight_update_time: 0.2224926203, other_time: 3.8819198608
epoch time: 14.8613405228s, input_fired_time: 0.2892729044, output_fired_time: 0.0000000000, propagate_forward_time: 13.8602104187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7118568420
validation[          , genome  7010] predictions:    9702/  10000 (97.02%), best:    9776/10000 (97.76%), error:       932.29602, best error:       746.38867 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 191.5378417969s, input_fired_time: 2.3711581230, output_fired_time: 2.5247313976, propagate_forward_time: 71.1866760254, propagate_backward_time: 111.6048355103, weight_update_time: 0.2223895937, other_time: 3.8504409790
epoch time: 15.3837261200s, input_fired_time: 0.2923468947, output_fired_time: 0.0000000000, propagate_forward_time: 14.4171361923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6742429733
validation[          , genome  7010] predictions:    9730/  10000 (97.30%), best:    9776/10000 (97.76%), error:       852.58154, best error:       746.38867 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 193.2640380859s, input_fired_time: 2.3809425831, output_fired_time: 2.5454938412, propagate_forward_time: 72.0703582764, propagate_backward_time: 112.4015731812, weight_update_time: 0.2264535725, other_time: 3.8656845093
epoch time: 15.1706180573s, input_fired_time: 0.2894921601, output_fired_time: 0.0000000000, propagate_forward_time: 14.1994037628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6817216873
validation[          , genome  7010] predictions:    9702/  10000 (97.02%), best:    9776/10000 (97.76%), error:       951.79865, best error:       746.38867 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 192.5980377197s, input_fired_time: 2.3756942749, output_fired_time: 2.5431122780, propagate_forward_time: 71.7195739746, propagate_backward_time: 112.0783691406, weight_update_time: 0.2238503844, other_time: 3.8813018799
epoch time: 15.5141229630s, input_fired_time: 0.2944906056, output_fired_time: 0.0000000000, propagate_forward_time: 14.5197458267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6998863220
validation[          , genome  7010] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       728.53497, best error:       728.53497 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 194.6491394043s, input_fired_time: 2.3973803520, output_fired_time: 2.5616736412, propagate_forward_time: 72.5346908569, propagate_backward_time: 113.3131790161, weight_update_time: 0.2226337045, other_time: 3.8422088623
epoch time: 15.2625389099s, input_fired_time: 0.2953677177, output_fired_time: 0.0000000000, propagate_forward_time: 14.2549219131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7122488022
validation[          , genome  7010] predictions:    9765/  10000 (97.65%), best:    9764/10000 (97.64%), error:       757.46997, best error:       728.53497 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 192.0453033447s, input_fired_time: 2.3934793472, output_fired_time: 2.5377645493, propagate_forward_time: 71.3059310913, propagate_backward_time: 111.9097366333, weight_update_time: 0.2264061123, other_time: 3.8983917236
epoch time: 15.4367589951s, input_fired_time: 0.2969266772, output_fired_time: 0.0000000000, propagate_forward_time: 14.4357233047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7041091919
validation[          , genome  7010] predictions:    9737/  10000 (97.37%), best:    9764/10000 (97.64%), error:       876.49164, best error:       728.53497 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 191.2456054688s, input_fired_time: 2.3721039295, output_fired_time: 2.5335707664, propagate_forward_time: 70.9248886108, propagate_backward_time: 111.5183486938, weight_update_time: 0.2233933806, other_time: 3.8966979980
epoch time: 15.3220472336s, input_fired_time: 0.2954591215, output_fired_time: 0.0000000000, propagate_forward_time: 14.3272905350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6992979050
validation[          , genome  7010] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       709.34015, best error:       709.34015 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 193.7651519775s, input_fired_time: 2.3894674778, output_fired_time: 2.5550959110, propagate_forward_time: 72.1938247681, propagate_backward_time: 112.7699890137, weight_update_time: 0.2216045260, other_time: 3.8567733765
epoch time: 15.1605443954s, input_fired_time: 0.2978233993, output_fired_time: 0.0000000000, propagate_forward_time: 14.1534299850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7092914581
validation[          , genome  7010] predictions:    9760/  10000 (97.60%), best:    9786/10000 (97.86%), error:       784.64063, best error:       709.34015 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 193.4231414795s, input_fired_time: 2.4103989601, output_fired_time: 2.5543990135, propagate_forward_time: 71.9297714233, propagate_backward_time: 112.5838165283, weight_update_time: 0.2260625660, other_time: 3.9447555542
epoch time: 15.4850511551s, input_fired_time: 0.3007366359, output_fired_time: 0.0000000000, propagate_forward_time: 14.4907569885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6935577393
validation[          , genome  7010] predictions:    9709/  10000 (97.09%), best:    9786/10000 (97.86%), error:       915.84296, best error:       709.34015 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 190.4645843506s, input_fired_time: 2.3641178608, output_fired_time: 2.5377109051, propagate_forward_time: 70.3937988281, propagate_backward_time: 111.2403411865, weight_update_time: 0.2246466279, other_time: 3.9286193848
epoch time: 15.9255924225s, input_fired_time: 0.3021751344, output_fired_time: 0.0000000000, propagate_forward_time: 14.9325666428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6908502579
validation[          , genome  7010] predictions:    9748/  10000 (97.48%), best:    9786/10000 (97.86%), error:       786.37518, best error:       709.34015 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 190.9206848145s, input_fired_time: 2.3815672398, output_fired_time: 2.5394153595, propagate_forward_time: 70.7380676270, propagate_backward_time: 111.3036727905, weight_update_time: 0.2234392166, other_time: 3.9579696655
epoch time: 15.5127038956s, input_fired_time: 0.2934391201, output_fired_time: 0.0000000000, propagate_forward_time: 14.5374488831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6818161011
validation[          , genome  7010] predictions:    9739/  10000 (97.39%), best:    9786/10000 (97.86%), error:       858.05151, best error:       709.34015 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 192.2806854248s, input_fired_time: 2.3811199665, output_fired_time: 2.5490794182, propagate_forward_time: 71.1580657959, propagate_backward_time: 112.2778472900, weight_update_time: 0.2232425213, other_time: 3.9145812988
epoch time: 15.5028533936s, input_fired_time: 0.2985647619, output_fired_time: 0.0000000000, propagate_forward_time: 14.4935207367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7107677460
validation[          , genome  7010] predictions:    9756/  10000 (97.56%), best:    9786/10000 (97.86%), error:       752.00824, best error:       709.34015 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 193.3597259521s, input_fired_time: 2.3862507343, output_fired_time: 2.5416846275, propagate_forward_time: 72.0351409912, propagate_backward_time: 112.5452499390, weight_update_time: 0.2230301946, other_time: 3.8514022827
epoch time: 14.5829238892s, input_fired_time: 0.2924878597, output_fired_time: 0.0000000000, propagate_forward_time: 13.5620565414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7283792496
validation[          , genome  7010] predictions:    9771/  10000 (97.71%), best:    9786/10000 (97.86%), error:       739.16388, best error:       709.34015 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 193.4810028076s, input_fired_time: 2.3884718418, output_fired_time: 2.5500762463, propagate_forward_time: 72.2424621582, propagate_backward_time: 112.4691696167, weight_update_time: 0.2229198515, other_time: 3.8308181763
epoch time: 15.7046871185s, input_fired_time: 0.2979349792, output_fired_time: 0.0000000000, propagate_forward_time: 14.7307243347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6760282516
validation[          , genome  7010] predictions:    9745/  10000 (97.45%), best:    9786/10000 (97.86%), error:       841.80530, best error:       709.34015 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 190.3506622314s, input_fired_time: 2.3613681793, output_fired_time: 2.5271062851, propagate_forward_time: 70.4042968750, propagate_backward_time: 111.1461257935, weight_update_time: 0.2210667282, other_time: 3.9117660522
epoch time: 15.4763746262s, input_fired_time: 0.2938876748, output_fired_time: 0.0000000000, propagate_forward_time: 14.4818038940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7006826401
validation[          , genome  7010] predictions:    9766/  10000 (97.66%), best:    9786/10000 (97.86%), error:       732.47180, best error:       709.34015 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 188.9538574219s, input_fired_time: 2.3608188629, output_fired_time: 2.5193588734, propagate_forward_time: 69.6152191162, propagate_backward_time: 110.4581222534, weight_update_time: 0.2204717100, other_time: 4.0003280640
epoch time: 15.0863113403s, input_fired_time: 0.2928754091, output_fired_time: 0.0000000000, propagate_forward_time: 14.0784587860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7149772644
validation[          , genome  7010] predictions:    9704/  10000 (97.04%), best:    9786/10000 (97.86%), error:       974.01086, best error:       709.34015 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 189.7173614502s, input_fired_time: 2.3620228767, output_fired_time: 2.5229778290, propagate_forward_time: 70.1330566406, propagate_backward_time: 110.7892303467, weight_update_time: 0.2208042145, other_time: 3.9100646973
epoch time: 13.6495676041s, input_fired_time: 0.2932663262, output_fired_time: 0.0000000000, propagate_forward_time: 12.5826511383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7736501694
validation[          , genome  7010] predictions:    9713/  10000 (97.13%), best:    9786/10000 (97.86%), error:       886.35138, best error:       709.34015 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 192.5867767334s, input_fired_time: 2.3765547276, output_fired_time: 2.5365221500, propagate_forward_time: 71.5718841553, propagate_backward_time: 112.2242736816, weight_update_time: 0.2262891084, other_time: 3.8775329590
epoch time: 14.4677038193s, input_fired_time: 0.2840352356, output_fired_time: 0.0000000000, propagate_forward_time: 13.4889402390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6947278976
validation[          , genome  7010] predictions:    9736/  10000 (97.36%), best:    9786/10000 (97.86%), error:       859.34790, best error:       709.34015 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 192.0313873291s, input_fired_time: 2.4003353119, output_fired_time: 2.5463287830, propagate_forward_time: 71.1505355835, propagate_backward_time: 111.9273681641, weight_update_time: 0.2242740691, other_time: 4.0068283081
epoch time: 15.5317010880s, input_fired_time: 0.2967531383, output_fired_time: 0.0000000000, propagate_forward_time: 14.5366945267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6982536316
validation[          , genome  7010] predictions:    9749/  10000 (97.49%), best:    9786/10000 (97.86%), error:       763.51709, best error:       709.34015 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 193.1091461182s, input_fired_time: 2.3919739723, output_fired_time: 2.5519065857, propagate_forward_time: 71.7908935547, propagate_backward_time: 112.4643402100, weight_update_time: 0.2253678888, other_time: 3.9100341797
epoch time: 15.6187334061s, input_fired_time: 0.2948705256, output_fired_time: 0.0000000000, propagate_forward_time: 14.6394662857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6843967438
validation[          , genome  7010] predictions:    9766/  10000 (97.66%), best:    9786/10000 (97.86%), error:       746.01782, best error:       709.34015 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 195.0036010742s, input_fired_time: 2.3966705799, output_fired_time: 2.5655093193, propagate_forward_time: 72.9007873535, propagate_backward_time: 113.2670288086, weight_update_time: 0.2278789580, other_time: 3.8736114502
epoch time: 15.5437335968s, input_fired_time: 0.2964272499, output_fired_time: 0.0000000000, propagate_forward_time: 14.5494995117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6978073120
validation[          , genome  7010] predictions:    9776/  10000 (97.76%), best:    9786/10000 (97.86%), error:       732.89014, best error:       709.34015 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 192.0593872070s, input_fired_time: 2.3823025227, output_fired_time: 2.5281143188, propagate_forward_time: 71.5173034668, propagate_backward_time: 111.7761611938, weight_update_time: 0.2227346301, other_time: 3.8554916382
epoch time: 15.4873762131s, input_fired_time: 0.2930744886, output_fired_time: 0.0000000000, propagate_forward_time: 14.5207986832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6735029221
validation[          , genome  7010] predictions:    9776/  10000 (97.76%), best:    9786/10000 (97.86%), error:       745.07257, best error:       709.34015 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 193.0474090576s, input_fired_time: 2.3925766945, output_fired_time: 2.5602490902, propagate_forward_time: 71.8147964478, propagate_backward_time: 112.3601150513, weight_update_time: 0.2256897837, other_time: 3.9196777344
epoch time: 15.2957715988s, input_fired_time: 0.2945891619, output_fired_time: 0.0000000000, propagate_forward_time: 14.3227796555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6784029007
validation[          , genome  7010] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       783.78998, best error:       709.34015 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 193.8553924561s, input_fired_time: 2.3859279156, output_fired_time: 2.5601620674, propagate_forward_time: 72.3219833374, propagate_backward_time: 112.7180557251, weight_update_time: 0.2259075344, other_time: 3.8692626953
epoch time: 15.4794588089s, input_fired_time: 0.2969316244, output_fired_time: 0.0000000000, propagate_forward_time: 14.5043010712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6782264709
validation[          , genome  7010] predictions:    9732/  10000 (97.32%), best:    9786/10000 (97.86%), error:       856.90411, best error:       709.34015 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 194.5932312012s, input_fired_time: 2.3972580433, output_fired_time: 2.5553700924, propagate_forward_time: 72.6918487549, propagate_backward_time: 113.1060943604, weight_update_time: 0.2240646333, other_time: 3.8426513672
epoch time: 15.4901466370s, input_fired_time: 0.3004366755, output_fired_time: 0.0000000000, propagate_forward_time: 14.4817085266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7080011368
validation[          , genome  7010] predictions:    9775/  10000 (97.75%), best:    9786/10000 (97.86%), error:       729.51740, best error:       709.34015 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 193.5384368896s, input_fired_time: 2.3961668015, output_fired_time: 2.5461752415, propagate_forward_time: 72.1606597900, propagate_backward_time: 112.5991897583, weight_update_time: 0.2231404632, other_time: 3.8362503052
epoch time: 14.6218910217s, input_fired_time: 0.2920728624, output_fired_time: 0.0000000000, propagate_forward_time: 13.6045722961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7252454758
validation[          , genome  7010] predictions:    9730/  10000 (97.30%), best:    9786/10000 (97.86%), error:       866.35803, best error:       709.34015 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 191.8467559814s, input_fired_time: 2.3837010860, output_fired_time: 2.5588810444, propagate_forward_time: 70.9002838135, propagate_backward_time: 112.0672454834, weight_update_time: 0.2230916321, other_time: 3.9366455078
epoch time: 15.4492845535s, input_fired_time: 0.2968601882, output_fired_time: 0.0000000000, propagate_forward_time: 14.4538278580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6985969543
validation[          , genome  7010] predictions:    9748/  10000 (97.48%), best:    9786/10000 (97.86%), error:       821.74249, best error:       709.34015 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 190.6106414795s, input_fired_time: 2.3745467663, output_fired_time: 2.5363574028, propagate_forward_time: 70.2588272095, propagate_backward_time: 111.4493026733, weight_update_time: 0.2219093442, other_time: 3.9916076660
epoch time: 15.4633779526s, input_fired_time: 0.2942875326, output_fired_time: 0.0000000000, propagate_forward_time: 14.4680976868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7009925842
validation[          , genome  7010] predictions:    9719/  10000 (97.19%), best:    9786/10000 (97.86%), error:       902.41064, best error:       709.34015 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 191.5932769775s, input_fired_time: 2.3724846840, output_fired_time: 2.5373506546, propagate_forward_time: 71.2113876343, propagate_backward_time: 111.6004486084, weight_update_time: 0.2245552093, other_time: 3.8716049194
epoch time: 15.7658729553s, input_fired_time: 0.2978649437, output_fired_time: 0.0000000000, propagate_forward_time: 14.7695016861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6985063553
validation[          , genome  7010] predictions:    9769/  10000 (97.69%), best:    9786/10000 (97.86%), error:       741.48138, best error:       709.34015 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 193.9497528076s, input_fired_time: 2.4069390297, output_fired_time: 2.5615098476, propagate_forward_time: 72.2039337158, propagate_backward_time: 112.8715591431, weight_update_time: 0.2264695168, other_time: 3.9058151245
epoch time: 15.5986776352s, input_fired_time: 0.3014248610, output_fired_time: 0.0000000000, propagate_forward_time: 14.5954303741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7018222809
validation[          , genome  7010] predictions:    9773/  10000 (97.73%), best:    9786/10000 (97.86%), error:       742.69653, best error:       709.34015 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 195.3457489014s, input_fired_time: 2.4131760597, output_fired_time: 2.5776996613, propagate_forward_time: 72.8178405762, propagate_backward_time: 113.6233444214, weight_update_time: 0.2269546539, other_time: 3.9136886597
epoch time: 14.6720933914s, input_fired_time: 0.2927949727, output_fired_time: 0.0000000000, propagate_forward_time: 13.6550455093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7242527008
validation[          , genome  7010] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       703.70361, best error:       703.70361 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 191.4433288574s, input_fired_time: 2.3768656254, output_fired_time: 2.5403101444, propagate_forward_time: 71.0137710571, propagate_backward_time: 111.6305160522, weight_update_time: 0.2263213545, other_time: 3.8818664551
epoch time: 15.6736602783s, input_fired_time: 0.3002161086, output_fired_time: 0.0000000000, propagate_forward_time: 14.6881685257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6852760315
validation[          , genome  7010] predictions:    9717/  10000 (97.17%), best:    9790/10000 (97.90%), error:       884.38562, best error:       703.70361 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 194.1751556396s, input_fired_time: 2.3868451118, output_fired_time: 2.5583007336, propagate_forward_time: 72.3959121704, propagate_backward_time: 112.9333419800, weight_update_time: 0.2249965966, other_time: 3.9007568359
epoch time: 15.4158754349s, input_fired_time: 0.2963206172, output_fired_time: 0.0000000000, propagate_forward_time: 14.4159116745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7036428452
validation[          , genome  7010] predictions:    9775/  10000 (97.75%), best:    9790/10000 (97.90%), error:       731.42157, best error:       703.70361 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 192.6151733398s, input_fired_time: 2.3925514221, output_fired_time: 2.5579085350, propagate_forward_time: 71.4061584473, propagate_backward_time: 112.2935104370, weight_update_time: 0.2245952785, other_time: 3.9650497437
epoch time: 14.2121000290s, input_fired_time: 0.2905820608, output_fired_time: 0.0000000000, propagate_forward_time: 13.1786136627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7429046631
validation[          , genome  7010] predictions:    9715/  10000 (97.15%), best:    9790/10000 (97.90%), error:       936.53418, best error:       703.70361 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 194.5482025146s, input_fired_time: 2.3946864605, output_fired_time: 2.5596232414, propagate_forward_time: 72.6449737549, propagate_backward_time: 113.0906600952, weight_update_time: 0.2255759835, other_time: 3.8582687378
epoch time: 15.4782981873s, input_fired_time: 0.2951779962, output_fired_time: 0.0000000000, propagate_forward_time: 14.4808254242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7022943497
validation[          , genome  7010] predictions:    9754/  10000 (97.54%), best:    9790/10000 (97.90%), error:       809.83221, best error:       703.70361 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 191.8884429932s, input_fired_time: 2.3782949448, output_fired_time: 2.5439176559, propagate_forward_time: 71.1623229980, propagate_backward_time: 111.9458236694, weight_update_time: 0.2198878825, other_time: 3.8580856323
epoch time: 14.4756031036s, input_fired_time: 0.2935613096, output_fired_time: 0.0000000000, propagate_forward_time: 13.4207172394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7613248825
validation[          , genome  7010] predictions:    9727/  10000 (97.27%), best:    9790/10000 (97.90%), error:       857.20624, best error:       703.70361 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 191.5675201416s, input_fired_time: 2.3853337765, output_fired_time: 2.5366134644, propagate_forward_time: 71.1085281372, propagate_backward_time: 111.6413421631, weight_update_time: 0.2234344482, other_time: 3.8956985474
epoch time: 15.8953790665s, input_fired_time: 0.2993484735, output_fired_time: 0.0000000000, propagate_forward_time: 14.8964595795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6995706558
validation[          , genome  7010] predictions:    9774/  10000 (97.74%), best:    9790/10000 (97.90%), error:       732.71997, best error:       703.70361 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 192.6192016602s, input_fired_time: 2.3866529465, output_fired_time: 2.5343151093, propagate_forward_time: 71.7136306763, propagate_backward_time: 112.1329040527, weight_update_time: 0.2233416438, other_time: 3.8516921997
epoch time: 14.6996707916s, input_fired_time: 0.2931807339, output_fired_time: 0.0000000000, propagate_forward_time: 13.6969556808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7095346451
validation[          , genome  7010] predictions:    9733/  10000 (97.33%), best:    9790/10000 (97.90%), error:       848.34961, best error:       703.70361 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 195.3265533447s, input_fired_time: 2.4226169586, output_fired_time: 2.5689983368, propagate_forward_time: 72.8866424561, propagate_backward_time: 113.5112762451, weight_update_time: 0.2284750342, other_time: 3.9370117188
epoch time: 15.6909418106s, input_fired_time: 0.2990346849, output_fired_time: 0.0000000000, propagate_forward_time: 14.6882781982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7036285400
validation[          , genome  7010] predictions:    9778/  10000 (97.78%), best:    9790/10000 (97.90%), error:       746.63214, best error:       703.70361 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 192.4820251465s, input_fired_time: 2.3832366467, output_fired_time: 2.5410695076, propagate_forward_time: 71.5386047363, propagate_backward_time: 112.1294021606, weight_update_time: 0.2239808142, other_time: 3.8897018433
epoch time: 15.7797822952s, input_fired_time: 0.2984709740, output_fired_time: 0.0000000000, propagate_forward_time: 14.7865839005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6947278976
validation[          , genome  7010] predictions:    9769/  10000 (97.69%), best:    9790/10000 (97.90%), error:       750.61591, best error:       703.70361 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 194.8359069824s, input_fired_time: 2.4276213646, output_fired_time: 2.5621585846, propagate_forward_time: 72.6291122437, propagate_backward_time: 113.3188629150, weight_update_time: 0.2267177403, other_time: 3.8981399536
epoch time: 15.7540979385s, input_fired_time: 0.3013181686, output_fired_time: 0.0000000000, propagate_forward_time: 14.7611913681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6915884018
validation[          , genome  7010] predictions:    9735/  10000 (97.35%), best:    9790/10000 (97.90%), error:       840.27374, best error:       703.70361 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 193.4877624512s, input_fired_time: 2.4111318588, output_fired_time: 2.5657474995, propagate_forward_time: 71.8264694214, propagate_backward_time: 112.7475051880, weight_update_time: 0.2257282585, other_time: 3.9369049072
epoch time: 15.5010147095s, input_fired_time: 0.2962433398, output_fired_time: 0.0000000000, propagate_forward_time: 14.5145034790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6902675629
validation[          , genome  7010] predictions:    9696/  10000 (96.96%), best:    9790/10000 (97.90%), error:      1000.80951, best error:       703.70361 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 192.6472625732s, input_fired_time: 2.3835096359, output_fired_time: 2.5519983768, propagate_forward_time: 71.5911941528, propagate_backward_time: 112.2633438110, weight_update_time: 0.2213416696, other_time: 3.8572082520
epoch time: 15.7569456100s, input_fired_time: 0.2991847694, output_fired_time: 0.0000000000, propagate_forward_time: 14.7490530014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7087078094
validation[          , genome  7010] predictions:    9777/  10000 (97.77%), best:    9790/10000 (97.90%), error:       712.85779, best error:       703.70361 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 193.6465759277s, input_fired_time: 2.4017763138, output_fired_time: 2.5594120026, propagate_forward_time: 72.0882644653, propagate_backward_time: 112.7053604126, weight_update_time: 0.2229480594, other_time: 3.8917541504
epoch time: 15.3001136780s, input_fired_time: 0.2961077094, output_fired_time: 0.0000000000, propagate_forward_time: 14.2953491211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7086572647
validation[          , genome  7010] predictions:    9729/  10000 (97.29%), best:    9790/10000 (97.90%), error:       822.07977, best error:       703.70361 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 191.0661315918s, input_fired_time: 2.3899850845, output_fired_time: 2.5399956703, propagate_forward_time: 70.6647415161, propagate_backward_time: 111.5296173096, weight_update_time: 0.2240986228, other_time: 3.9417953491
epoch time: 15.6384868622s, input_fired_time: 0.2981666327, output_fired_time: 0.0000000000, propagate_forward_time: 14.6458044052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6945161819
validation[          , genome  7010] predictions:    9776/  10000 (97.76%), best:    9790/10000 (97.90%), error:       731.83301, best error:       703.70361 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 191.8944854736s, input_fired_time: 2.3811721802, output_fired_time: 2.5421628952, propagate_forward_time: 71.3313522339, propagate_backward_time: 111.7883453369, weight_update_time: 0.2224276662, other_time: 3.8514480591
epoch time: 15.6851520538s, input_fired_time: 0.2985339165, output_fired_time: 0.0000000000, propagate_forward_time: 14.6877183914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6988992691
validation[          , genome  7010] predictions:    9771/  10000 (97.71%), best:    9790/10000 (97.90%), error:       743.60828, best error:       703.70361 on epoch:    75, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 194.3983917236s, input_fired_time: 2.3908469677, output_fired_time: 2.5594663620, propagate_forward_time: 72.6065826416, propagate_backward_time: 112.9918060303, weight_update_time: 0.2235750258, other_time: 3.8496856689
epoch time: 15.4891328812s, input_fired_time: 0.2957666814, output_fired_time: 0.0000000000, propagate_forward_time: 14.5180406570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6753253937
validation[          , genome  7010] predictions:    9729/  10000 (97.29%), best:    9790/10000 (97.90%), error:       841.39465, best error:       703.70361 on epoch:    75, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 194.0258636475s, input_fired_time: 2.4012010098, output_fired_time: 2.5653133392, propagate_forward_time: 72.1952285767, propagate_backward_time: 112.9630355835, weight_update_time: 0.2261705846, other_time: 3.9010925293
epoch time: 14.4955730438s, input_fired_time: 0.2889868915, output_fired_time: 0.0000000000, propagate_forward_time: 13.4878501892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7187356949
validation[          , genome  7010] predictions:    9772/  10000 (97.72%), best:    9790/10000 (97.90%), error:       779.80334, best error:       703.70361 on epoch:    75, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 194.5214843750s, input_fired_time: 2.4076762199, output_fired_time: 2.5732321739, propagate_forward_time: 72.4705505371, propagate_backward_time: 113.1790390015, weight_update_time: 0.2269930393, other_time: 3.8909988403
epoch time: 15.3182477951s, input_fired_time: 0.2912609875, output_fired_time: 0.0000000000, propagate_forward_time: 14.3528137207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6741733551
validation[          , genome  7010] predictions:    9788/  10000 (97.88%), best:    9790/10000 (97.90%), error:       717.04224, best error:       703.70361 on epoch:    75, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 192.5565490723s, input_fired_time: 2.3770134449, output_fired_time: 2.5430428982, propagate_forward_time: 71.6199951172, propagate_backward_time: 112.1862792969, weight_update_time: 0.2223142087, other_time: 3.8302154541
epoch time: 15.6832284927s, input_fired_time: 0.3065228462, output_fired_time: 0.0000000000, propagate_forward_time: 14.6802444458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6964607239
validation[          , genome  7010] predictions:    9775/  10000 (97.75%), best:    9790/10000 (97.90%), error:       727.95044, best error:       703.70361 on epoch:    75, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 192.6163330078s, input_fired_time: 2.4003903866, output_fired_time: 2.5553460121, propagate_forward_time: 71.2987060547, propagate_backward_time: 112.4637069702, weight_update_time: 0.2236544788, other_time: 3.8981857300
epoch time: 15.5374040604s, input_fired_time: 0.3025295138, output_fired_time: 0.0000000000, propagate_forward_time: 14.5419797897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6928949356
validation[          , genome  7010] predictions:    9752/  10000 (97.52%), best:    9790/10000 (97.90%), error:       820.58661, best error:       703.70361 on epoch:    75, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 194.7081298828s, input_fired_time: 2.4047207832, output_fired_time: 2.5612022877, propagate_forward_time: 72.7288208008, propagate_backward_time: 113.1796340942, weight_update_time: 0.2235518843, other_time: 3.8337478638
epoch time: 15.5479784012s, input_fired_time: 0.3047085106, output_fired_time: 0.0000000000, propagate_forward_time: 14.5465650558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6967048645
validation[          , genome  7010] predictions:    9756/  10000 (97.56%), best:    9790/10000 (97.90%), error:       758.28613, best error:       703.70361 on epoch:    75, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 193.4418029785s, input_fired_time: 2.4040257931, output_fired_time: 2.5609323978, propagate_forward_time: 72.0115661621, propagate_backward_time: 112.5663833618, weight_update_time: 0.2247215807, other_time: 3.8989028931
epoch time: 15.0874586105s, input_fired_time: 0.2904758751, output_fired_time: 0.0000000000, propagate_forward_time: 14.1220407486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6749420166
validation[          , genome  7010] predictions:    9771/  10000 (97.71%), best:    9790/10000 (97.90%), error:       752.53119, best error:       703.70361 on epoch:    75, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 193.2797851563s, input_fired_time: 2.3939106464, output_fired_time: 2.5458569527, propagate_forward_time: 71.9762420654, propagate_backward_time: 112.5245666504, weight_update_time: 0.2216157168, other_time: 3.8392181396
epoch time: 15.7502975464s, input_fired_time: 0.2995012403, output_fired_time: 0.0000000000, propagate_forward_time: 14.7576179504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6931781769
validation[          , genome  7010] predictions:    9730/  10000 (97.30%), best:    9790/10000 (97.90%), error:       888.64294, best error:       703.70361 on epoch:    75, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 192.8493194580s, input_fired_time: 2.3977255821, output_fired_time: 2.5533213615, propagate_forward_time: 71.5579605103, propagate_backward_time: 112.4333877563, weight_update_time: 0.2260677665, other_time: 3.9069366455
epoch time: 15.3810596466s, input_fired_time: 0.2955685258, output_fired_time: 0.0000000000, propagate_forward_time: 14.3896141052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6958770752
validation[          , genome  7010] predictions:    9769/  10000 (97.69%), best:    9790/10000 (97.90%), error:       761.03796, best error:       703.70361 on epoch:    75, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 193.7572479248s, input_fired_time: 2.4080774784, output_fired_time: 2.5455377102, propagate_forward_time: 72.2730407715, propagate_backward_time: 112.6133270264, weight_update_time: 0.2263533920, other_time: 3.9172668457
epoch time: 15.6298170090s, input_fired_time: 0.3006874919, output_fired_time: 0.0000000000, propagate_forward_time: 14.6265382767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7025909424
validation[          , genome  7010] predictions:    9752/  10000 (97.52%), best:    9790/10000 (97.90%), error:       775.67700, best error:       703.70361 on epoch:    75, 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: 76.1267852783s, input_fired_time: 1.4891396761, output_fired_time: 0.0000000000, propagate_forward_time: 71.0179977417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6196441650
best training[          , genome  7010] predictions:   49742/  50000 (99.48%), best:    9790/10000 (97.90%), error:      1155.91370, best error:       703.70361 on epoch:    75, 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: 15.7473316193s, input_fired_time: 0.2972989380, output_fired_time: 0.0000000000, propagate_forward_time: 14.7526969910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6973352432
   testing[          , genome  7010] predictions:    9802/  10000 (98.02%), best:    9790/10000 (97.90%), error:       641.73389, best error:       703.70361 on epoch:    75, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:43:13 (4324): called boinc_finish(0)

</stderr_txt>
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