Nameexact_genome_1512568488_44_6693_0
Workunit2604781
Created7 Dec 2017, 21:20:07 UTC
Sent7 Dec 2017, 21:29:33 UTC
Report deadline21 Dec 2017, 7:41:09 UTC
Received9 Dec 2017, 7:20:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time6 hours 35 min 2 sec
CPU time6 hours 34 min 28 sec
Validate stateValid
Credit3,356.18
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.39 MB
Peak swap size162.17 MB
Peak disk usage2.39 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
715.97583 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 217.0201721191s, input_fired_time: 3.0949292183, output_fired_time: 2.9563784599, propagate_forward_time: 81.3096618652, propagate_backward_time: 124.7568130493, weight_update_time: 0.2390851974, other_time: 4.9023971558
epoch time: 17.4675292969s, input_fired_time: 0.3822424710, output_fired_time: 0.0000000000, propagate_forward_time: 16.2157611847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8695259094
validation[          , genome  6693] predictions:    9778/  10000 (97.78%), best:    9775/10000 (97.75%), error:       767.25305, best error:       715.97583 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 216.3485717773s, input_fired_time: 3.0870828629, output_fired_time: 2.9469337463, propagate_forward_time: 81.0225753784, propagate_backward_time: 124.3751678467, weight_update_time: 0.2369246036, other_time: 4.9168243408
epoch time: 17.2124843597s, input_fired_time: 0.3785089552, output_fired_time: 0.0000000000, propagate_forward_time: 15.9636640549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8703107834
validation[          , genome  6693] predictions:    9734/  10000 (97.34%), best:    9775/10000 (97.75%), error:       872.54755, best error:       715.97583 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 216.8545989990s, input_fired_time: 3.1140694618, output_fired_time: 2.9705975056, propagate_forward_time: 81.2916793823, propagate_backward_time: 124.5146255493, weight_update_time: 0.2397026569, other_time: 4.9636154175
epoch time: 17.4997978210s, input_fired_time: 0.3823069036, output_fired_time: 0.0000000000, propagate_forward_time: 16.2487392426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8687515259
validation[          , genome  6693] predictions:    9786/  10000 (97.86%), best:    9775/10000 (97.75%), error:       730.43573, best error:       715.97583 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 216.6853332520s, input_fired_time: 3.1038441658, output_fired_time: 2.9720168114, propagate_forward_time: 81.1192626953, propagate_backward_time: 124.5672531128, weight_update_time: 0.2373018712, other_time: 4.9229507446
epoch time: 17.5875186920s, input_fired_time: 0.3847076297, output_fired_time: 0.0000000000, propagate_forward_time: 16.3350658417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8677444458
validation[          , genome  6693] predictions:    9728/  10000 (97.28%), best:    9775/10000 (97.75%), error:       900.98108, best error:       715.97583 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 216.2955627441s, input_fired_time: 3.0837707520, output_fired_time: 2.9435691833, propagate_forward_time: 81.0507431030, propagate_backward_time: 124.3582305908, weight_update_time: 0.2350654602, other_time: 4.8592376709
epoch time: 17.3205547333s, input_fired_time: 0.3798923194, output_fired_time: 0.0000000000, propagate_forward_time: 16.0801200867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8605422974
validation[          , genome  6693] predictions:    9763/  10000 (97.63%), best:    9775/10000 (97.75%), error:       828.21600, best error:       715.97583 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 217.1561126709s, input_fired_time: 3.1116559505, output_fired_time: 2.9761490822, propagate_forward_time: 81.3077850342, propagate_backward_time: 124.8181610107, weight_update_time: 0.2391614616, other_time: 4.9423675537
epoch time: 17.5151977539s, input_fired_time: 0.3804580867, output_fired_time: 0.0000000000, propagate_forward_time: 16.2628402710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8718986511
validation[          , genome  6693] predictions:    9776/  10000 (97.76%), best:    9775/10000 (97.75%), error:       721.94965, best error:       715.97583 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 215.6764831543s, input_fired_time: 3.1026325226, output_fired_time: 2.9481077194, propagate_forward_time: 80.8254776001, propagate_backward_time: 123.8436050415, weight_update_time: 0.2389280349, other_time: 4.9566574097
epoch time: 17.4348373413s, input_fired_time: 0.3837794662, output_fired_time: 0.0000000000, propagate_forward_time: 16.1758136749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8752441406
validation[          , genome  6693] predictions:    9718/  10000 (97.18%), best:    9775/10000 (97.75%), error:       901.66473, best error:       715.97583 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 216.4509277344s, input_fired_time: 3.1067812443, output_fired_time: 2.9563882351, propagate_forward_time: 81.0773391724, propagate_backward_time: 124.3702850342, weight_update_time: 0.2382112592, other_time: 4.9401397705
epoch time: 17.4907932281s, input_fired_time: 0.3798964620, output_fired_time: 0.0000000000, propagate_forward_time: 16.2647094727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8461875916
validation[          , genome  6693] predictions:    9770/  10000 (97.70%), best:    9775/10000 (97.75%), error:       762.38623, best error:       715.97583 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 216.9668273926s, input_fired_time: 3.1199064255, output_fired_time: 2.9796149731, propagate_forward_time: 81.2192993164, propagate_backward_time: 124.6416931152, weight_update_time: 0.2405551821, other_time: 5.0063171387
epoch time: 17.4508075714s, input_fired_time: 0.3848050237, output_fired_time: 0.0000000000, propagate_forward_time: 16.1562500000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9097518921
validation[          , genome  6693] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       694.05328, best error:       694.05328 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 216.1058807373s, input_fired_time: 3.0903396606, output_fired_time: 2.9448132515, propagate_forward_time: 81.0153274536, propagate_backward_time: 124.1790542603, weight_update_time: 0.2363910377, other_time: 4.8763351440
epoch time: 17.3057537079s, input_fired_time: 0.3798656762, output_fired_time: 0.0000000000, propagate_forward_time: 16.0525131226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8733749390
validation[          , genome  6693] predictions:    9740/  10000 (97.40%), best:    9798/10000 (97.98%), error:       842.00079, best error:       694.05328 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 216.4233398438s, input_fired_time: 3.1110577583, output_fired_time: 2.9624681473, propagate_forward_time: 80.9803619385, propagate_backward_time: 124.4231567383, weight_update_time: 0.2383776009, other_time: 4.9463043213
epoch time: 17.6362972260s, input_fired_time: 0.3938013613, output_fired_time: 0.0000000000, propagate_forward_time: 16.3297615051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9127349854
validation[          , genome  6693] predictions:    9803/  10000 (98.03%), best:    9803/10000 (98.03%), error:       614.74573, best error:       614.74573 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 216.6672058105s, input_fired_time: 3.0944850445, output_fired_time: 2.9514424801, propagate_forward_time: 81.2782821655, propagate_backward_time: 124.4738845825, weight_update_time: 0.2361826897, other_time: 4.8691024780
epoch time: 17.5027294159s, input_fired_time: 0.3788110018, output_fired_time: 0.0000000000, propagate_forward_time: 16.2760105133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8479080200
validation[          , genome  6693] predictions:    9803/  10000 (98.03%), best:    9803/10000 (98.03%), error:       668.90845, best error:       614.74573 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 216.2413482666s, input_fired_time: 3.1002011299, output_fired_time: 2.9479537010, propagate_forward_time: 81.0133361816, propagate_backward_time: 124.2754440308, weight_update_time: 0.2358835936, other_time: 4.9044113159
epoch time: 17.6483211517s, input_fired_time: 0.3898445666, output_fired_time: 0.0000000000, propagate_forward_time: 16.3465576172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9119186401
validation[          , genome  6693] predictions:    9781/  10000 (97.81%), best:    9803/10000 (98.03%), error:       723.20404, best error:       614.74573 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 216.1859130859s, input_fired_time: 3.0898206234, output_fired_time: 2.9502418041, propagate_forward_time: 80.9964904785, propagate_backward_time: 124.2980041504, weight_update_time: 0.2339380533, other_time: 4.8513641357
epoch time: 17.6789226532s, input_fired_time: 0.3876885474, output_fired_time: 0.0000000000, propagate_forward_time: 16.4051208496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8861141205
validation[          , genome  6693] predictions:    9787/  10000 (97.87%), best:    9803/10000 (98.03%), error:       704.25250, best error:       614.74573 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 216.2481231689s, input_fired_time: 3.0925583839, output_fired_time: 2.9556910992, propagate_forward_time: 80.9836883545, propagate_backward_time: 124.3115081787, weight_update_time: 0.2379506379, other_time: 4.9046783447
epoch time: 17.5344657898s, input_fired_time: 0.3831015825, output_fired_time: 0.0000000000, propagate_forward_time: 16.2868309021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8645324707
validation[          , genome  6693] predictions:    9762/  10000 (97.62%), best:    9803/10000 (98.03%), error:       760.51257, best error:       614.74573 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 216.0737609863s, input_fired_time: 3.0981810093, output_fired_time: 2.9550356865, propagate_forward_time: 80.9513015747, propagate_backward_time: 124.1668472290, weight_update_time: 0.2371283025, other_time: 4.9023971558
epoch time: 17.4662494659s, input_fired_time: 0.3795180619, output_fired_time: 0.0000000000, propagate_forward_time: 16.2408351898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8458957672
validation[          , genome  6693] predictions:    9767/  10000 (97.67%), best:    9803/10000 (98.03%), error:       785.63660, best error:       614.74573 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 216.4345397949s, input_fired_time: 3.1052877903, output_fired_time: 2.9631853104, propagate_forward_time: 81.0330200195, propagate_backward_time: 124.4004898071, weight_update_time: 0.2385066599, other_time: 4.9325637817
epoch time: 17.6102085114s, input_fired_time: 0.3874964714, output_fired_time: 0.0000000000, propagate_forward_time: 16.3142623901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9084491730
validation[          , genome  6693] predictions:    9784/  10000 (97.84%), best:    9803/10000 (98.03%), error:       771.16241, best error:       614.74573 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 216.7977142334s, input_fired_time: 3.1056833267, output_fired_time: 2.9480834007, propagate_forward_time: 81.2725448608, propagate_backward_time: 124.5348510742, weight_update_time: 0.2385998070, other_time: 4.9365539551
epoch time: 17.6084079742s, input_fired_time: 0.3867475092, output_fired_time: 0.0000000000, propagate_forward_time: 16.3320484161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8896121979
validation[          , genome  6693] predictions:    9763/  10000 (97.63%), best:    9803/10000 (98.03%), error:       759.74353, best error:       614.74573 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 215.0707702637s, input_fired_time: 3.0888566971, output_fired_time: 2.9356374741, propagate_forward_time: 80.5256576538, propagate_backward_time: 123.6657104492, weight_update_time: 0.2355836034, other_time: 4.8549194336
epoch time: 17.3238754272s, input_fired_time: 0.3783870637, output_fired_time: 0.0000000000, propagate_forward_time: 16.1065769196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8389110565
validation[          , genome  6693] predictions:    9775/  10000 (97.75%), best:    9803/10000 (98.03%), error:       744.41949, best error:       614.74573 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 216.2085723877s, input_fired_time: 3.0919313431, output_fired_time: 2.9503769875, propagate_forward_time: 81.0361251831, propagate_backward_time: 124.2595520020, weight_update_time: 0.2367161214, other_time: 4.8705749512
epoch time: 17.4467792511s, input_fired_time: 0.3834803402, output_fired_time: 0.0000000000, propagate_forward_time: 16.1949596405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8683395386
validation[          , genome  6693] predictions:    9779/  10000 (97.79%), best:    9803/10000 (98.03%), error:       700.78864, best error:       614.74573 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 217.1805419922s, input_fired_time: 3.1159627438, output_fired_time: 2.9744808674, propagate_forward_time: 81.3922653198, propagate_backward_time: 124.7854385376, weight_update_time: 0.2356583625, other_time: 4.9123764038
epoch time: 17.4354038239s, input_fired_time: 0.3768714666, output_fired_time: 0.0000000000, propagate_forward_time: 16.2184886932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8400440216
validation[          , genome  6693] predictions:    9801/  10000 (98.01%), best:    9803/10000 (98.03%), error:       673.86981, best error:       614.74573 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 216.0130004883s, input_fired_time: 3.0989520550, output_fired_time: 2.9466764927, propagate_forward_time: 80.8133163452, propagate_backward_time: 124.2729568481, weight_update_time: 0.2353552878, other_time: 4.8810958862
epoch time: 17.5102386475s, input_fired_time: 0.3869138658, output_fired_time: 0.0000000000, propagate_forward_time: 16.2552032471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8681221008
validation[          , genome  6693] predictions:    9780/  10000 (97.80%), best:    9803/10000 (98.03%), error:       732.34454, best error:       614.74573 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 214.9833221436s, input_fired_time: 3.0827233791, output_fired_time: 2.9259083271, propagate_forward_time: 80.4701004028, propagate_backward_time: 123.6720275879, weight_update_time: 0.2323395163, other_time: 4.8325805664
epoch time: 17.5405101776s, input_fired_time: 0.3768172562, output_fired_time: 0.0000000000, propagate_forward_time: 16.3347187042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8289737701
validation[          , genome  6693] predictions:    9715/  10000 (97.15%), best:    9803/10000 (98.03%), error:       925.28992, best error:       614.74573 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 216.2400360107s, input_fired_time: 3.1071748734, output_fired_time: 2.9418659210, propagate_forward_time: 81.0891494751, propagate_backward_time: 124.2263412476, weight_update_time: 0.2378707826, other_time: 4.8754959106
epoch time: 17.0319137573s, input_fired_time: 0.3768182993, output_fired_time: 0.0000000000, propagate_forward_time: 15.7962093353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8588867188
validation[          , genome  6693] predictions:    9778/  10000 (97.78%), best:    9803/10000 (98.03%), error:       710.51862, best error:       614.74573 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 214.9440307617s, input_fired_time: 3.0980639458, output_fired_time: 2.9376664162, propagate_forward_time: 80.4408798218, propagate_backward_time: 123.5692672729, weight_update_time: 0.2344895005, other_time: 4.8981399536
epoch time: 17.6447086334s, input_fired_time: 0.3844004869, output_fired_time: 0.0000000000, propagate_forward_time: 16.3859500885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8743572235
validation[          , genome  6693] predictions:    9802/  10000 (98.02%), best:    9803/10000 (98.03%), error:       693.66492, best error:       614.74573 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 216.5299682617s, input_fired_time: 3.0848288536, output_fired_time: 2.9418919086, propagate_forward_time: 81.2025299072, propagate_backward_time: 124.5393447876, weight_update_time: 0.2323667407, other_time: 4.7613754272
epoch time: 17.6885185242s, input_fired_time: 0.3910421431, output_fired_time: 0.0000000000, propagate_forward_time: 16.4088516235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8886241913
validation[          , genome  6693] predictions:    9730/  10000 (97.30%), best:    9803/10000 (98.03%), error:       821.02313, best error:       614.74573 on epoch:    25, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 216.0006408691s, input_fired_time: 3.0984170437, output_fired_time: 2.9508640766, propagate_forward_time: 80.7768554688, propagate_backward_time: 124.3122253418, weight_update_time: 0.2355845720, other_time: 4.8622741699
epoch time: 17.4501018524s, input_fired_time: 0.3868882954, output_fired_time: 0.0000000000, propagate_forward_time: 16.1964511871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8667621613
validation[          , genome  6693] predictions:    9724/  10000 (97.24%), best:    9803/10000 (98.03%), error:       906.99634, best error:       614.74573 on epoch:    25, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 215.2993469238s, input_fired_time: 3.1002020836, output_fired_time: 2.9330208302, propagate_forward_time: 80.5809555054, propagate_backward_time: 123.7947158813, weight_update_time: 0.2352677733, other_time: 4.8904647827
epoch time: 17.0958347321s, input_fired_time: 0.3739250302, output_fired_time: 0.0000000000, propagate_forward_time: 15.8904819489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8314285278
validation[          , genome  6693] predictions:    9790/  10000 (97.90%), best:    9803/10000 (98.03%), error:       675.72632, best error:       614.74573 on epoch:    25, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 216.8547973633s, input_fired_time: 3.1120479107, output_fired_time: 2.9586780071, propagate_forward_time: 81.2399749756, propagate_backward_time: 124.6660995483, weight_update_time: 0.2361903489, other_time: 4.8779983521
epoch time: 17.4495010376s, input_fired_time: 0.3871831596, output_fired_time: 0.0000000000, propagate_forward_time: 16.2005863190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8617324829
validation[          , genome  6693] predictions:    9798/  10000 (97.98%), best:    9803/10000 (98.03%), error:       671.46399, best error:       614.74573 on epoch:    25, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 216.1251220703s, input_fired_time: 3.0862286091, output_fired_time: 2.9281504154, propagate_forward_time: 81.1109390259, propagate_backward_time: 124.2421493530, weight_update_time: 0.2307288051, other_time: 4.7576675415
epoch time: 17.6515998840s, input_fired_time: 0.3911035657, output_fired_time: 0.0000000000, propagate_forward_time: 16.3884220123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8720741272
validation[          , genome  6693] predictions:    9721/  10000 (97.21%), best:    9803/10000 (98.03%), error:       918.21228, best error:       614.74573 on epoch:    25, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 216.0299987793s, input_fired_time: 3.0995326042, output_fired_time: 2.9350252151, propagate_forward_time: 81.0313262939, propagate_backward_time: 124.1315078735, weight_update_time: 0.2352891862, other_time: 4.8326034546
epoch time: 17.6201343536s, input_fired_time: 0.3799404204, output_fired_time: 0.0000000000, propagate_forward_time: 16.3969135284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8432807922
validation[          , genome  6693] predictions:    9796/  10000 (97.96%), best:    9803/10000 (98.03%), error:       681.10876, best error:       614.74573 on epoch:    25, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 216.3918762207s, input_fired_time: 3.0995833874, output_fired_time: 2.9390347004, propagate_forward_time: 81.1184692383, propagate_backward_time: 124.4135284424, weight_update_time: 0.2333943099, other_time: 4.8212585449
epoch time: 17.4165725708s, input_fired_time: 0.3822608888, output_fired_time: 0.0000000000, propagate_forward_time: 16.1727542877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8615570068
validation[          , genome  6693] predictions:    9763/  10000 (97.63%), best:    9803/10000 (98.03%), error:       779.69000, best error:       614.74573 on epoch:    25, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 215.9762115479s, input_fired_time: 3.0828883648, output_fired_time: 2.9236309528, propagate_forward_time: 80.9376983643, propagate_backward_time: 124.2791290283, weight_update_time: 0.2318674922, other_time: 4.7528686523
epoch time: 17.5553913116s, input_fired_time: 0.3879737258, output_fired_time: 0.0000000000, propagate_forward_time: 16.3146648407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8527526855
validation[          , genome  6693] predictions:    9791/  10000 (97.91%), best:    9803/10000 (98.03%), error:       646.39185, best error:       614.74573 on epoch:    25, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 216.2603454590s, input_fired_time: 3.1048090458, output_fired_time: 2.9388313293, propagate_forward_time: 81.0468521118, propagate_backward_time: 124.3442535400, weight_update_time: 0.2334511280, other_time: 4.8256072998
epoch time: 17.3610649109s, input_fired_time: 0.3820581138, output_fired_time: 0.0000000000, propagate_forward_time: 16.1358852386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8431224823
validation[          , genome  6693] predictions:    9818/  10000 (98.18%), best:    9803/10000 (98.03%), error:       629.57465, best error:       614.74573 on epoch:    25, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 216.1678771973s, input_fired_time: 3.0981118679, output_fired_time: 2.9381484985, propagate_forward_time: 81.1383361816, propagate_backward_time: 124.1769332886, weight_update_time: 0.2334178984, other_time: 4.8163528442
epoch time: 17.6102142334s, input_fired_time: 0.3884094357, output_fired_time: 0.0000000000, propagate_forward_time: 16.3639812469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8578243256
validation[          , genome  6693] predictions:    9788/  10000 (97.88%), best:    9803/10000 (98.03%), error:       694.88348, best error:       614.74573 on epoch:    25, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 215.8202514648s, input_fired_time: 3.0879616737, output_fired_time: 2.9259345531, propagate_forward_time: 80.8480453491, propagate_backward_time: 124.1852569580, weight_update_time: 0.2329852581, other_time: 4.7730560303
epoch time: 17.6092472076s, input_fired_time: 0.3886244297, output_fired_time: 0.0000000000, propagate_forward_time: 16.3445453644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8760776520
validation[          , genome  6693] predictions:    9774/  10000 (97.74%), best:    9803/10000 (98.03%), error:       689.09766, best error:       614.74573 on epoch:    25, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 216.5542144775s, input_fired_time: 3.0974812508, output_fired_time: 2.9415953159, propagate_forward_time: 81.4284515381, propagate_backward_time: 124.3113479614, weight_update_time: 0.2323595434, other_time: 4.7753372192
epoch time: 17.4664611816s, input_fired_time: 0.3872205317, output_fired_time: 0.0000000000, propagate_forward_time: 16.2149124146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8643283844
validation[          , genome  6693] predictions:    9763/  10000 (97.63%), best:    9803/10000 (98.03%), error:       761.41730, best error:       614.74573 on epoch:    25, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 216.4316253662s, input_fired_time: 3.1008703709, output_fired_time: 2.9459388256, propagate_forward_time: 81.0374603271, propagate_backward_time: 124.5273818970, weight_update_time: 0.2341755927, other_time: 4.8199691772
epoch time: 17.4667339325s, input_fired_time: 0.3899264634, output_fired_time: 0.0000000000, propagate_forward_time: 16.2099571228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8668498993
validation[          , genome  6693] predictions:    9688/  10000 (96.88%), best:    9803/10000 (98.03%), error:       991.61389, best error:       614.74573 on epoch:    25, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 215.6537628174s, input_fired_time: 3.0943450928, output_fired_time: 2.9234993458, propagate_forward_time: 80.8531112671, propagate_backward_time: 124.0065307617, weight_update_time: 0.2320641577, other_time: 4.7762756348
epoch time: 17.4843120575s, input_fired_time: 0.3758424222, output_fired_time: 0.0000000000, propagate_forward_time: 16.2984600067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8100090027
validation[          , genome  6693] predictions:    9794/  10000 (97.94%), best:    9803/10000 (98.03%), error:       673.26068, best error:       614.74573 on epoch:    25, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 215.1444702148s, input_fired_time: 3.0906319618, output_fired_time: 2.9204034805, propagate_forward_time: 80.5878906250, propagate_backward_time: 123.7921295166, weight_update_time: 0.2305977643, other_time: 4.7534027100
epoch time: 17.3963871002s, input_fired_time: 0.3752055168, output_fired_time: 0.0000000000, propagate_forward_time: 16.1877651215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8334159851
validation[          , genome  6693] predictions:    9751/  10000 (97.51%), best:    9803/10000 (98.03%), error:       844.08124, best error:       614.74573 on epoch:    25, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 215.7557220459s, input_fired_time: 3.0997002125, output_fired_time: 2.9220771790, propagate_forward_time: 80.9120788574, propagate_backward_time: 124.0211563110, weight_update_time: 0.2334531695, other_time: 4.8007125854
epoch time: 17.4768047333s, input_fired_time: 0.3850748241, output_fired_time: 0.0000000000, propagate_forward_time: 16.2424869537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8492431641
validation[          , genome  6693] predictions:    9809/  10000 (98.09%), best:    9803/10000 (98.03%), error:       644.81256, best error:       614.74573 on epoch:    25, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 214.4870758057s, input_fired_time: 3.0763781071, output_fired_time: 2.9078509808, propagate_forward_time: 80.1940002441, propagate_backward_time: 123.5533447266, weight_update_time: 0.2284759879, other_time: 4.7554931641
epoch time: 17.4246292114s, input_fired_time: 0.3803136945, output_fired_time: 0.0000000000, propagate_forward_time: 16.2179241180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8263912201
validation[          , genome  6693] predictions:    9750/  10000 (97.50%), best:    9803/10000 (98.03%), error:       836.14545, best error:       614.74573 on epoch:    25, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 215.3070678711s, input_fired_time: 3.0846223831, output_fired_time: 2.9152357578, propagate_forward_time: 80.6549987793, propagate_backward_time: 123.9026489258, weight_update_time: 0.2331588119, other_time: 4.7495574951
epoch time: 17.4636859894s, input_fired_time: 0.3821958005, output_fired_time: 0.0000000000, propagate_forward_time: 16.2325553894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8489341736
validation[          , genome  6693] predictions:    9769/  10000 (97.69%), best:    9803/10000 (98.03%), error:       744.20789, best error:       614.74573 on epoch:    25, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 216.6356964111s, input_fired_time: 3.0977065563, output_fired_time: 2.9432961941, propagate_forward_time: 81.1319503784, propagate_backward_time: 124.6952667236, weight_update_time: 0.2324522287, other_time: 4.7674713135
epoch time: 17.3372058868s, input_fired_time: 0.3825152814, output_fired_time: 0.0000000000, propagate_forward_time: 16.1161079407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8385829926
validation[          , genome  6693] predictions:    9793/  10000 (97.93%), best:    9803/10000 (98.03%), error:       650.53577, best error:       614.74573 on epoch:    25, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 216.6957244873s, input_fired_time: 3.1025292873, output_fired_time: 2.9398152828, propagate_forward_time: 81.2801666260, propagate_backward_time: 124.6481094360, weight_update_time: 0.2304897755, other_time: 4.7251052856
epoch time: 17.5368804932s, input_fired_time: 0.3804329634, output_fired_time: 0.0000000000, propagate_forward_time: 16.3349895477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8214588165
validation[          , genome  6693] predictions:    9781/  10000 (97.81%), best:    9803/10000 (98.03%), error:       673.36951, best error:       614.74573 on epoch:    25, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 215.8600006104s, input_fired_time: 3.1110749245, output_fired_time: 2.9380655289, propagate_forward_time: 80.8813552856, propagate_backward_time: 124.1564712524, weight_update_time: 0.2318147719, other_time: 4.7730331421
epoch time: 17.2251148224s, input_fired_time: 0.3838424385, output_fired_time: 0.0000000000, propagate_forward_time: 15.9593400955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8819322586
validation[          , genome  6693] predictions:    9800/  10000 (98.00%), best:    9803/10000 (98.03%), error:       644.93280, best error:       614.74573 on epoch:    25, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 214.7899322510s, input_fired_time: 3.0801665783, output_fired_time: 2.9021501541, propagate_forward_time: 80.5301818848, propagate_backward_time: 123.5864715576, weight_update_time: 0.2297452688, other_time: 4.6909637451
epoch time: 17.4195709229s, input_fired_time: 0.3806634247, output_fired_time: 0.0000000000, propagate_forward_time: 16.2115268707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8273811340
validation[          , genome  6693] predictions:    9727/  10000 (97.27%), best:    9803/10000 (98.03%), error:       889.70026, best error:       614.74573 on epoch:    25, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 215.8869018555s, input_fired_time: 3.1050465107, output_fired_time: 2.9279937744, propagate_forward_time: 80.7617874146, propagate_backward_time: 124.2575683594, weight_update_time: 0.2325366884, other_time: 4.8345031738
epoch time: 17.3381977081s, input_fired_time: 0.3852310181, output_fired_time: 0.0000000000, propagate_forward_time: 16.1011791229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8517875671
validation[          , genome  6693] predictions:    9789/  10000 (97.89%), best:    9803/10000 (98.03%), error:       674.69965, best error:       614.74573 on epoch:    25, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 215.8355102539s, input_fired_time: 3.0938868523, output_fired_time: 2.9264364243, propagate_forward_time: 80.9372024536, propagate_backward_time: 124.1304473877, weight_update_time: 0.2317472398, other_time: 4.7475433350
epoch time: 17.5783042908s, input_fired_time: 0.3829592466, output_fired_time: 0.0000000000, propagate_forward_time: 16.3482990265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8470458984
validation[          , genome  6693] predictions:    9785/  10000 (97.85%), best:    9803/10000 (98.03%), error:       670.04419, best error:       614.74573 on epoch:    25, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 216.4462585449s, input_fired_time: 3.1159827709, output_fired_time: 2.9376716614, propagate_forward_time: 81.1786499023, propagate_backward_time: 124.3928756714, weight_update_time: 0.2323303819, other_time: 4.8210830688
epoch time: 17.5841255188s, input_fired_time: 0.3923768997, output_fired_time: 0.0000000000, propagate_forward_time: 16.3192176819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8725318909
validation[          , genome  6693] predictions:    9808/  10000 (98.08%), best:    9803/10000 (98.03%), error:       622.20251, best error:       614.74573 on epoch:    25, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 217.5036926270s, input_fired_time: 3.1243762970, output_fired_time: 2.9429831505, propagate_forward_time: 81.6435165405, propagate_backward_time: 124.9548873901, weight_update_time: 0.2322510183, other_time: 4.8379287720
epoch time: 17.6195869446s, input_fired_time: 0.3878385723, output_fired_time: 0.0000000000, propagate_forward_time: 16.3767051697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8550434113
validation[          , genome  6693] predictions:    9799/  10000 (97.99%), best:    9803/10000 (98.03%), error:       649.43518, best error:       614.74573 on epoch:    25, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 215.8238677979s, input_fired_time: 3.1013176441, output_fired_time: 2.9257264137, propagate_forward_time: 80.8848876953, propagate_backward_time: 124.1527862549, weight_update_time: 0.2309294492, other_time: 4.7591552734
epoch time: 17.4703159332s, input_fired_time: 0.3850174844, output_fired_time: 0.0000000000, propagate_forward_time: 16.2541522980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8311462402
validation[          , genome  6693] predictions:    9778/  10000 (97.78%), best:    9803/10000 (98.03%), error:       688.89282, best error:       614.74573 on epoch:    25, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 216.8009490967s, input_fired_time: 3.1011002064, output_fired_time: 2.9350848198, propagate_forward_time: 81.3588790894, propagate_backward_time: 124.6454696655, weight_update_time: 0.2309731096, other_time: 4.7604141235
epoch time: 17.3597278595s, input_fired_time: 0.3847742379, output_fired_time: 0.0000000000, propagate_forward_time: 16.1215114594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8534412384
validation[          , genome  6693] predictions:    9710/  10000 (97.10%), best:    9803/10000 (98.03%), error:       924.98541, best error:       614.74573 on epoch:    25, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 214.6325988770s, input_fired_time: 3.0863411427, output_fired_time: 2.9113736153, propagate_forward_time: 80.3646926880, propagate_backward_time: 123.5274581909, weight_update_time: 0.2311379462, other_time: 4.7427444458
epoch time: 17.2287845612s, input_fired_time: 0.3758161962, output_fired_time: 0.0000000000, propagate_forward_time: 16.0288772583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8240909576
validation[          , genome  6693] predictions:    9793/  10000 (97.93%), best:    9803/10000 (98.03%), error:       751.56476, best error:       614.74573 on epoch:    25, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 216.3801879883s, input_fired_time: 3.0970704556, output_fired_time: 2.9326429367, propagate_forward_time: 81.1195220947, propagate_backward_time: 124.5001907349, weight_update_time: 0.2290817350, other_time: 4.7307510376
epoch time: 17.1550483704s, input_fired_time: 0.3740749359, output_fired_time: 0.0000000000, propagate_forward_time: 15.9516048431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8293685913
validation[          , genome  6693] predictions:    9790/  10000 (97.90%), best:    9803/10000 (98.03%), error:       671.05798, best error:       614.74573 on epoch:    25, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 216.4899597168s, input_fired_time: 3.1010458469, output_fired_time: 2.9360768795, propagate_forward_time: 81.2332916260, propagate_backward_time: 124.4832916260, weight_update_time: 0.2304774970, other_time: 4.7362518311
epoch time: 17.5988540649s, input_fired_time: 0.3861130178, output_fired_time: 0.0000000000, propagate_forward_time: 16.3589668274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8537750244
validation[          , genome  6693] predictions:    9792/  10000 (97.92%), best:    9803/10000 (98.03%), error:       675.56317, best error:       614.74573 on epoch:    25, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 216.0088806152s, input_fired_time: 3.0939395428, output_fired_time: 2.9146511555, propagate_forward_time: 81.1433944702, propagate_backward_time: 124.1551437378, weight_update_time: 0.2295394689, other_time: 4.7017593384
epoch time: 17.4031791687s, input_fired_time: 0.3840062022, output_fired_time: 0.0000000000, propagate_forward_time: 16.1825923920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8365802765
validation[          , genome  6693] predictions:    9790/  10000 (97.90%), best:    9803/10000 (98.03%), error:       676.18536, best error:       614.74573 on epoch:    25, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 216.2321929932s, input_fired_time: 3.1048750877, output_fired_time: 2.9308478832, propagate_forward_time: 81.0358734131, propagate_backward_time: 124.4103546143, weight_update_time: 0.2308993191, other_time: 4.7502441406
epoch time: 17.4658317566s, input_fired_time: 0.3823704123, output_fired_time: 0.0000000000, propagate_forward_time: 16.2517242432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8317375183
validation[          , genome  6693] predictions:    9773/  10000 (97.73%), best:    9803/10000 (98.03%), error:       733.52368, best error:       614.74573 on epoch:    25, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 213.9678649902s, input_fired_time: 3.0721881390, output_fired_time: 2.8985092640, propagate_forward_time: 79.9301452637, propagate_backward_time: 123.3937683105, weight_update_time: 0.2269174755, other_time: 4.6732482910
epoch time: 17.3546409607s, input_fired_time: 0.3806879520, output_fired_time: 0.0000000000, propagate_forward_time: 16.1443271637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8296260834
validation[          , genome  6693] predictions:    9820/  10000 (98.20%), best:    9820/10000 (98.20%), error:       611.45947, best error:       611.45947 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 216.0096893311s, input_fired_time: 3.0978076458, output_fired_time: 2.9137372971, propagate_forward_time: 81.0763854980, propagate_backward_time: 124.2172241211, weight_update_time: 0.2301676720, other_time: 4.7045288086
epoch time: 17.4434566498s, input_fired_time: 0.3839974999, output_fired_time: 0.0000000000, propagate_forward_time: 16.2197475433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8397121429
validation[          , genome  6693] predictions:    9758/  10000 (97.58%), best:    9820/10000 (98.20%), error:       778.23108, best error:       611.45947 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 216.4592742920s, input_fired_time: 3.0999004841, output_fired_time: 2.9359412193, propagate_forward_time: 80.9608459473, propagate_backward_time: 124.6994018555, weight_update_time: 0.2299593389, other_time: 4.7631835938
epoch time: 17.5111675262s, input_fired_time: 0.3819966614, output_fired_time: 0.0000000000, propagate_forward_time: 16.2899208069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8392505646
validation[          , genome  6693] predictions:    9782/  10000 (97.82%), best:    9820/10000 (98.20%), error:       667.54419, best error:       611.45947 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 215.2538299561s, input_fired_time: 3.0824267864, output_fired_time: 2.9068119526, propagate_forward_time: 80.7439041138, propagate_backward_time: 123.8840942383, weight_update_time: 0.2266471535, other_time: 4.6365966797
epoch time: 17.4024963379s, input_fired_time: 0.3793445230, output_fired_time: 0.0000000000, propagate_forward_time: 16.1992988586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8238525391
validation[          , genome  6693] predictions:    9796/  10000 (97.96%), best:    9820/10000 (98.20%), error:       641.77155, best error:       611.45947 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 215.5795745850s, input_fired_time: 3.0842311382, output_fired_time: 2.9172165394, propagate_forward_time: 80.8182830811, propagate_backward_time: 124.1204833984, weight_update_time: 0.2274514884, other_time: 4.6393585205
epoch time: 17.5294113159s, input_fired_time: 0.3833252788, output_fired_time: 0.0000000000, propagate_forward_time: 16.2965354919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8495502472
validation[          , genome  6693] predictions:    9775/  10000 (97.75%), best:    9820/10000 (98.20%), error:       727.91107, best error:       611.45947 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 215.2908020020s, input_fired_time: 3.0727591515, output_fired_time: 2.9047937393, propagate_forward_time: 80.8664855957, propagate_backward_time: 123.8289260864, weight_update_time: 0.2249857634, other_time: 4.6178359985
epoch time: 17.6142082214s, input_fired_time: 0.3826428354, output_fired_time: 0.0000000000, propagate_forward_time: 16.4133510590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8182144165
validation[          , genome  6693] predictions:    9797/  10000 (97.97%), best:    9820/10000 (98.20%), error:       685.42505, best error:       611.45947 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 214.9606628418s, input_fired_time: 3.0725400448, output_fired_time: 2.9076263905, propagate_forward_time: 80.6058425903, propagate_backward_time: 123.7426986694, weight_update_time: 0.2243759036, other_time: 4.6319656372
epoch time: 17.5362110138s, input_fired_time: 0.3812470436, output_fired_time: 0.0000000000, propagate_forward_time: 16.3379840851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8169803619
validation[          , genome  6693] predictions:    9797/  10000 (97.97%), best:    9820/10000 (98.20%), error:       692.79047, best error:       611.45947 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 215.3807220459s, input_fired_time: 3.0788445473, output_fired_time: 2.9071605206, propagate_forward_time: 80.6848373413, propagate_backward_time: 124.0811920166, weight_update_time: 0.2252571136, other_time: 4.6286773682
epoch time: 17.5986480713s, input_fired_time: 0.3818528056, output_fired_time: 0.0000000000, propagate_forward_time: 16.3918781281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8249168396
validation[          , genome  6693] predictions:    9769/  10000 (97.69%), best:    9820/10000 (98.20%), error:       830.89655, best error:       611.45947 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 214.7297515869s, input_fired_time: 3.0854995251, output_fired_time: 2.8911571503, propagate_forward_time: 80.4533004761, propagate_backward_time: 123.6726150513, weight_update_time: 0.2255990207, other_time: 4.6271896362
epoch time: 17.5445976257s, input_fired_time: 0.3806039393, output_fired_time: 0.0000000000, propagate_forward_time: 16.3431625366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8208312988
validation[          , genome  6693] predictions:    9800/  10000 (98.00%), best:    9820/10000 (98.20%), error:       644.22620, best error:       611.45947 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 215.9190673828s, input_fired_time: 3.0895142555, output_fired_time: 2.9138059616, propagate_forward_time: 80.9288940430, propagate_backward_time: 124.3539505005, weight_update_time: 0.2266624868, other_time: 4.6329116821
epoch time: 17.3824539185s, input_fired_time: 0.3801795244, output_fired_time: 0.0000000000, propagate_forward_time: 16.1888065338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8134670258
validation[          , genome  6693] predictions:    9741/  10000 (97.41%), best:    9820/10000 (98.20%), error:       836.89423, best error:       611.45947 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 213.6828765869s, input_fired_time: 3.0614233017, output_fired_time: 2.8785817623, propagate_forward_time: 80.1944198608, propagate_backward_time: 122.9721374512, weight_update_time: 0.2234927118, other_time: 4.5763168335
epoch time: 17.4694614410s, input_fired_time: 0.3805788457, output_fired_time: 0.0000000000, propagate_forward_time: 16.2718067169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8170757294
validation[          , genome  6693] predictions:    9799/  10000 (97.99%), best:    9820/10000 (98.20%), error:       642.98663, best error:       611.45947 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 215.1161193848s, input_fired_time: 3.0821661949, output_fired_time: 2.9038412571, propagate_forward_time: 80.6562500000, propagate_backward_time: 123.8276672363, weight_update_time: 0.2265923470, other_time: 4.6461944580
epoch time: 17.5424995422s, input_fired_time: 0.3899694979, output_fired_time: 0.0000000000, propagate_forward_time: 16.2976055145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8549251556
validation[          , genome  6693] predictions:    9792/  10000 (97.92%), best:    9820/10000 (98.20%), error:       724.15802, best error:       611.45947 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 215.6505126953s, input_fired_time: 3.0991995335, output_fired_time: 2.9178206921, propagate_forward_time: 80.7879638672, propagate_backward_time: 124.1630554199, weight_update_time: 0.2286793143, other_time: 4.6824798584
epoch time: 17.5729446411s, input_fired_time: 0.3845934570, output_fired_time: 0.0000000000, propagate_forward_time: 16.3407020569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8476486206
validation[          , genome  6693] predictions:    9800/  10000 (98.00%), best:    9820/10000 (98.20%), error:       661.42462, best error:       611.45947 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 215.5530090332s, input_fired_time: 3.1032011509, output_fired_time: 2.9135305882, propagate_forward_time: 80.9565582275, propagate_backward_time: 123.8864669800, weight_update_time: 0.2272620350, other_time: 4.6932601929
epoch time: 17.3899650574s, input_fired_time: 0.3848935366, output_fired_time: 0.0000000000, propagate_forward_time: 16.1663265228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8387451172
validation[          , genome  6693] predictions:    9759/  10000 (97.59%), best:    9820/10000 (98.20%), error:       730.78485, best error:       611.45947 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 216.7250671387s, input_fired_time: 3.1102461815, output_fired_time: 2.9354081154, propagate_forward_time: 81.2805328369, propagate_backward_time: 124.6673126221, weight_update_time: 0.2310867459, other_time: 4.7315673828
epoch time: 17.3280811310s, input_fired_time: 0.3815711439, output_fired_time: 0.0000000000, propagate_forward_time: 16.0964012146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8501091003
validation[          , genome  6693] predictions:    9797/  10000 (97.97%), best:    9820/10000 (98.20%), error:       663.57104, best error:       611.45947 on epoch:    73, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 216.7031097412s, input_fired_time: 3.1069300175, output_fired_time: 2.9381411076, propagate_forward_time: 81.0765991211, propagate_backward_time: 124.8070144653, weight_update_time: 0.2305644751, other_time: 4.7744216919
epoch time: 17.1401062012s, input_fired_time: 0.3821666241, output_fired_time: 0.0000000000, propagate_forward_time: 15.9097290039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8482112885
validation[          , genome  6693] predictions:    9799/  10000 (97.99%), best:    9820/10000 (98.20%), error:       652.45715, best error:       611.45947 on epoch:    73, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 215.7224884033s, input_fired_time: 3.1086783409, output_fired_time: 2.9155249596, propagate_forward_time: 80.8719711304, propagate_backward_time: 124.0795745850, weight_update_time: 0.2296863794, other_time: 4.7467498779
epoch time: 17.4050941467s, input_fired_time: 0.3942759633, output_fired_time: 0.0000000000, propagate_forward_time: 16.1335277557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8772907257
validation[          , genome  6693] predictions:    9795/  10000 (97.95%), best:    9820/10000 (98.20%), error:       641.57080, best error:       611.45947 on epoch:    73, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 215.0603332520s, input_fired_time: 3.1079511642, output_fired_time: 2.9142701626, propagate_forward_time: 80.5884704590, propagate_backward_time: 123.7344284058, weight_update_time: 0.2303694189, other_time: 4.7152023315
epoch time: 17.0884819031s, input_fired_time: 0.3787274957, output_fired_time: 0.0000000000, propagate_forward_time: 15.8825988770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8271560669
validation[          , genome  6693] predictions:    9793/  10000 (97.93%), best:    9820/10000 (98.20%), error:       675.52527, best error:       611.45947 on epoch:    73, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 215.6264038086s, input_fired_time: 3.0998868942, output_fired_time: 2.9204323292, propagate_forward_time: 81.0174407959, propagate_backward_time: 123.9356079102, weight_update_time: 0.2260608971, other_time: 4.6530456543
epoch time: 17.3924026489s, input_fired_time: 0.3870152533, output_fired_time: 0.0000000000, propagate_forward_time: 16.1583633423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8470249176
validation[          , genome  6693] predictions:    9799/  10000 (97.99%), best:    9820/10000 (98.20%), error:       639.53229, best error:       611.45947 on epoch:    73, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 216.5168609619s, input_fired_time: 3.1250705719, output_fired_time: 2.9325904846, propagate_forward_time: 81.1048202515, propagate_backward_time: 124.5875701904, weight_update_time: 0.2322950512, other_time: 4.7667999268
epoch time: 17.3198413849s, input_fired_time: 0.3830001056, output_fired_time: 0.0000000000, propagate_forward_time: 16.1082897186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8285522461
validation[          , genome  6693] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       608.22736, best error:       608.22736 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 216.6711120605s, input_fired_time: 3.1221351624, output_fired_time: 2.9280800819, propagate_forward_time: 81.1689224243, propagate_backward_time: 124.6966476440, weight_update_time: 0.2304742932, other_time: 4.7553176880
epoch time: 17.2579097748s, input_fired_time: 0.3835531473, output_fired_time: 0.0000000000, propagate_forward_time: 16.0383739471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8359832764
validation[          , genome  6693] predictions:    9793/  10000 (97.93%), best:    9806/10000 (98.06%), error:       669.72302, best error:       608.22736 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 216.5203552246s, input_fired_time: 3.1362154484, output_fired_time: 2.9293453693, propagate_forward_time: 81.1979904175, propagate_backward_time: 124.4492263794, weight_update_time: 0.2317322940, other_time: 4.8075790405
epoch time: 17.4291496277s, input_fired_time: 0.3890150785, output_fired_time: 0.0000000000, propagate_forward_time: 16.1876564026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8524780273
validation[          , genome  6693] predictions:    9758/  10000 (97.58%), best:    9806/10000 (98.06%), error:       766.28503, best error:       608.22736 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 215.3863525391s, input_fired_time: 3.0396764278, output_fired_time: 2.8994250298, propagate_forward_time: 80.8991928101, propagate_backward_time: 124.1939544678, weight_update_time: 0.2144481391, other_time: 4.3541107178
epoch time: 17.5373077393s, input_fired_time: 0.3776829839, output_fired_time: 0.0000000000, propagate_forward_time: 16.3833866119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7762374878
validation[          , genome  6693] predictions:    9741/  10000 (97.41%), best:    9806/10000 (98.06%), error:       871.34106, best error:       608.22736 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 215.8679199219s, input_fired_time: 3.0360732079, output_fired_time: 2.8973245621, propagate_forward_time: 81.1852035522, propagate_backward_time: 124.4736480713, weight_update_time: 0.2124165446, other_time: 4.2756805420
epoch time: 17.0818309784s, input_fired_time: 0.3637816906, output_fired_time: 0.0000000000, propagate_forward_time: 15.9669580460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7510919571
validation[          , genome  6693] predictions:    9812/  10000 (98.12%), best:    9806/10000 (98.06%), error:       611.17700, best error:       608.22736 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 215.4167175293s, input_fired_time: 3.0373017788, output_fired_time: 2.8929181099, propagate_forward_time: 80.9700469971, propagate_backward_time: 124.2227096558, weight_update_time: 0.2127093822, other_time: 4.2937393188
epoch time: 17.2970352173s, input_fired_time: 0.3728948236, output_fired_time: 0.0000000000, propagate_forward_time: 16.1565570831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7675838470
validation[          , genome  6693] predictions:    9813/  10000 (98.13%), best:    9806/10000 (98.06%), error:       665.82446, best error:       608.22736 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 214.9474639893s, input_fired_time: 3.0485062599, output_fired_time: 2.8901991844, propagate_forward_time: 80.8043746948, propagate_backward_time: 123.9396133423, weight_update_time: 0.2121902108, other_time: 4.2647628784
epoch time: 17.4319019318s, input_fired_time: 0.3710264564, output_fired_time: 0.0000000000, propagate_forward_time: 16.3017196655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7591552734
validation[          , genome  6693] predictions:    9814/  10000 (98.14%), best:    9806/10000 (98.06%), error:       641.00391, best error:       608.22736 on epoch:    92, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 216.2917785645s, input_fired_time: 3.0462088585, output_fired_time: 2.9057593346, propagate_forward_time: 81.4064025879, propagate_backward_time: 124.6657943726, weight_update_time: 0.2143887728, other_time: 4.2676162720
epoch time: 17.4430828094s, input_fired_time: 0.3731241226, output_fired_time: 0.0000000000, propagate_forward_time: 16.3086109161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7613468170
validation[          , genome  6693] predictions:    9804/  10000 (98.04%), best:    9806/10000 (98.06%), error:       616.51086, best error:       608.22736 on epoch:    92, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 215.2456817627s, input_fired_time: 3.0364274979, output_fired_time: 2.8941042423, propagate_forward_time: 81.0205688477, propagate_backward_time: 124.1058197021, weight_update_time: 0.2085437328, other_time: 4.1887664795
epoch time: 17.4461708069s, input_fired_time: 0.3781555891, output_fired_time: 0.0000000000, propagate_forward_time: 16.3122882843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7557277679
validation[          , genome  6693] predictions:    9815/  10000 (98.15%), best:    9806/10000 (98.06%), error:       629.42120, best error:       608.22736 on epoch:    92, 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: 86.6978302002s, input_fired_time: 1.8684241772, output_fired_time: 0.0000000000, propagate_forward_time: 80.9460754395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8833312988
best training[          , genome  6693] predictions:   49858/  50000 (99.72%), best:    9806/10000 (98.06%), error:       777.07440, best error:       608.22736 on epoch:    92, 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: 17.3493328094s, input_fired_time: 0.3706102073, output_fired_time: 0.0000000000, propagate_forward_time: 16.2343788147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7443447113
   testing[          , genome  6693] predictions:    9839/  10000 (98.39%), best:    9806/10000 (98.06%), error:       517.32159, best error:       608.22736 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:20:08 (6924): called boinc_finish(0)

</stderr_txt>
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