Nameexact_genome_1542152103_184_5861_4
Workunit4087816
Created10 Jun 2019, 13:33:23 UTC
Sent10 Jun 2019, 13:33:44 UTC
Report deadline19 Sep 2019, 9:03:42 UTC
Received12 Jun 2019, 3:04:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53429
Run time1 days 2 hours 31 min 26 sec
CPU time1 days 2 hours 17 min 34 sec
Validate stateValid
Credit25,203.12
Device peak FLOPS5.85 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size526.70 MB
Peak swap size546.52 MB
Peak disk usage10.00 MB

Stderr output

<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
4

epoch time: 885.2730102539s, input_fired_time: 8.3375473022, output_fired_time: 7.7012653351, propagate_forward_time: 312.7112121582, propagate_backward_time: 545.3556518555, weight_update_time: 0.8919609189, other_time: 11.1672973633
epoch time: 66.8161087036s, input_fired_time: 0.9848763347, output_fired_time: 0.0000000000, propagate_forward_time: 63.8373565674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9938735962
validation[          , genome  5861] predictions:    5385/  10000 (53.85%), best:    5436/10000 (54.36%), error:     14468.90137, best error:     13903.13867 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 880.7241210938s, input_fired_time: 8.2713203430, output_fired_time: 7.6406202316, propagate_forward_time: 312.7273864746, propagate_backward_time: 541.0552978516, weight_update_time: 0.8880456686, other_time: 11.0295410156
epoch time: 67.1566390991s, input_fired_time: 0.9054399729, output_fired_time: 0.0000000000, propagate_forward_time: 64.4887542725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7624435425
validation[          , genome  5861] predictions:    5464/  10000 (54.64%), best:    5436/10000 (54.36%), error:     14091.64551, best error:     13903.13867 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 873.8310546875s, input_fired_time: 8.1610717773, output_fired_time: 7.5284256935, propagate_forward_time: 310.1585693359, propagate_backward_time: 537.2055664063, weight_update_time: 0.8841063976, other_time: 10.7774047852
epoch time: 65.3247451782s, input_fired_time: 0.9500741959, output_fired_time: 0.0000000000, propagate_forward_time: 62.4040908813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9705810547
validation[          , genome  5861] predictions:    5341/  10000 (53.41%), best:    5436/10000 (54.36%), error:     14394.27441, best error:     13903.13867 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 882.3666992188s, input_fired_time: 8.1990118027, output_fired_time: 7.5875864029, propagate_forward_time: 314.2370300293, propagate_backward_time: 541.6412353516, weight_update_time: 0.8809722662, other_time: 10.7017822266
epoch time: 65.9791717529s, input_fired_time: 0.9183400869, output_fired_time: 0.0000000000, propagate_forward_time: 63.2291221619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8317070007
validation[          , genome  5861] predictions:    5548/  10000 (55.48%), best:    5548/10000 (55.48%), error:     13698.01855, best error:     13698.01855 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 879.1630859375s, input_fired_time: 8.1828107834, output_fired_time: 7.5606851578, propagate_forward_time: 312.8168640137, propagate_backward_time: 539.8352050781, weight_update_time: 0.8832126260, other_time: 10.7675781250
epoch time: 64.7318267822s, input_fired_time: 0.9532519579, output_fired_time: 0.0000000000, propagate_forward_time: 61.8637619019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9148139954
validation[          , genome  5861] predictions:    5449/  10000 (54.49%), best:    5548/10000 (55.48%), error:     14113.01074, best error:     13698.01855 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 884.3796997070s, input_fired_time: 8.1587429047, output_fired_time: 7.5342741013, propagate_forward_time: 316.3224182129, propagate_backward_time: 541.7968750000, weight_update_time: 0.8727004528, other_time: 10.5673828125
epoch time: 64.1031951904s, input_fired_time: 0.8948351741, output_fired_time: 0.0000000000, propagate_forward_time: 61.4420433044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7663154602
validation[          , genome  5861] predictions:    5456/  10000 (54.56%), best:    5548/10000 (55.48%), error:     14387.34961, best error:     13698.01855 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 876.5671386719s, input_fired_time: 8.0304088593, output_fired_time: 7.3966412544, propagate_forward_time: 314.3700256348, propagate_backward_time: 536.5709228516, weight_update_time: 0.8538659215, other_time: 10.1990966797
epoch time: 64.9501037598s, input_fired_time: 0.8868032694, output_fired_time: 0.0000000000, propagate_forward_time: 62.3414955139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7218055725
validation[          , genome  5861] predictions:    5594/  10000 (55.94%), best:    5594/10000 (55.94%), error:     13686.51758, best error:     13686.51758 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 884.3676147461s, input_fired_time: 7.9869771004, output_fired_time: 7.3611273766, propagate_forward_time: 318.1622314453, propagate_backward_time: 540.8839111328, weight_update_time: 0.8536288142, other_time: 9.9733276367
epoch time: 66.9073333740s, input_fired_time: 0.8788865209, output_fired_time: 0.0000000000, propagate_forward_time: 64.4102478027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6182022095
validation[          , genome  5861] predictions:    5547/  10000 (55.47%), best:    5547/10000 (55.47%), error:     13248.05273, best error:     13248.05273 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 880.8866577148s, input_fired_time: 7.8814163208, output_fired_time: 7.2333483696, propagate_forward_time: 319.9928283691, propagate_backward_time: 536.0914306641, weight_update_time: 0.8428795934, other_time: 9.6876220703
epoch time: 64.5314636230s, input_fired_time: 0.9191823602, output_fired_time: 0.0000000000, propagate_forward_time: 61.7594108582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8528709412
validation[          , genome  5861] predictions:    5650/  10000 (56.50%), best:    5650/10000 (56.50%), error:     13188.39453, best error:     13188.39453 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 875.6755371094s, input_fired_time: 8.1276454926, output_fired_time: 7.4400000572, propagate_forward_time: 313.3118591309, propagate_backward_time: 536.2813720703, weight_update_time: 0.8711252809, other_time: 10.5146484375
epoch time: 64.1867828369s, input_fired_time: 0.9599922299, output_fired_time: 0.0000000000, propagate_forward_time: 61.2266921997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0000991821
validation[          , genome  5861] predictions:    5499/  10000 (54.99%), best:    5650/10000 (56.50%), error:     13976.37305, best error:     13188.39453 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 875.5937500000s, input_fired_time: 8.0011129379, output_fired_time: 7.3462657928, propagate_forward_time: 314.4601745605, propagate_backward_time: 535.6378784180, weight_update_time: 0.8637209535, other_time: 10.1483764648
epoch time: 66.8712997437s, input_fired_time: 0.9190451503, output_fired_time: 0.0000000000, propagate_forward_time: 64.1486663818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8035888672
validation[          , genome  5861] predictions:    5546/  10000 (55.46%), best:    5650/10000 (56.50%), error:     13727.95215, best error:     13188.39453 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 880.5503540039s, input_fired_time: 7.8346524239, output_fired_time: 7.1775979996, propagate_forward_time: 319.5235595703, propagate_backward_time: 536.6171875000, weight_update_time: 0.8295412660, other_time: 9.3973388672
epoch time: 65.8910522461s, input_fired_time: 0.8871337175, output_fired_time: 0.0000000000, propagate_forward_time: 63.3251686096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6787528992
validation[          , genome  5861] predictions:    5689/  10000 (56.89%), best:    5650/10000 (56.50%), error:     13411.54688, best error:     13188.39453 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 886.1476440430s, input_fired_time: 7.8308000565, output_fired_time: 7.1681127548, propagate_forward_time: 323.6373901367, propagate_backward_time: 538.3819580078, weight_update_time: 0.8185665011, other_time: 9.1293945313
epoch time: 69.0914230347s, input_fired_time: 0.8963802457, output_fired_time: 0.0000000000, propagate_forward_time: 66.6166610718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5783843994
validation[          , genome  5861] predictions:    5466/  10000 (54.66%), best:    5650/10000 (56.50%), error:     13863.56641, best error:     13188.39453 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 889.6435546875s, input_fired_time: 7.8259735107, output_fired_time: 7.1337547302, propagate_forward_time: 326.3095703125, propagate_backward_time: 539.4789428711, weight_update_time: 0.8084604740, other_time: 8.8953247070
epoch time: 70.5273513794s, input_fired_time: 0.8847202659, output_fired_time: 0.0000000000, propagate_forward_time: 68.1482391357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4943923950
validation[          , genome  5861] predictions:    5382/  10000 (53.82%), best:    5650/10000 (56.50%), error:     14309.93555, best error:     13188.39453 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 898.5968627930s, input_fired_time: 7.8578734398, output_fired_time: 7.1932425499, propagate_forward_time: 329.9545288086, propagate_backward_time: 544.7661132813, weight_update_time: 0.8128915429, other_time: 8.8251342773
epoch time: 67.8637237549s, input_fired_time: 0.8778319955, output_fired_time: 0.0000000000, propagate_forward_time: 65.4627990723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5230941772
validation[          , genome  5861] predictions:    5733/  10000 (57.33%), best:    5733/10000 (57.33%), error:     13090.15918, best error:     13090.15918 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 886.0200805664s, input_fired_time: 7.8995027542, output_fired_time: 7.2428665161, propagate_forward_time: 322.3123168945, propagate_backward_time: 539.1748657227, weight_update_time: 0.8276790380, other_time: 9.3905639648
epoch time: 66.9682235718s, input_fired_time: 0.8881480098, output_fired_time: 0.0000000000, propagate_forward_time: 64.4285964966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6514816284
validation[          , genome  5861] predictions:    5447/  10000 (54.47%), best:    5733/10000 (57.33%), error:     14101.92480, best error:     13090.15918 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 877.5769042969s, input_fired_time: 7.9602627754, output_fired_time: 7.2465662956, propagate_forward_time: 316.7503967285, propagate_backward_time: 535.8321533203, weight_update_time: 0.8478781581, other_time: 9.7874755859
epoch time: 65.5311203003s, input_fired_time: 0.8974234462, output_fired_time: 0.0000000000, propagate_forward_time: 62.9458389282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6878585815
validation[          , genome  5861] predictions:    5474/  10000 (54.74%), best:    5733/10000 (57.33%), error:     14171.24512, best error:     13090.15918 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 885.5706176758s, input_fired_time: 8.0075292587, output_fired_time: 7.2715005875, propagate_forward_time: 320.3977966309, propagate_backward_time: 540.1498413086, weight_update_time: 0.8480810523, other_time: 9.7439575195
epoch time: 67.7407455444s, input_fired_time: 0.9148660898, output_fired_time: 0.0000000000, propagate_forward_time: 65.1365585327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6893234253
validation[          , genome  5861] predictions:    5778/  10000 (57.78%), best:    5778/10000 (57.78%), error:     12844.56055, best error:     12844.56055 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 881.0420532227s, input_fired_time: 7.8350887299, output_fired_time: 7.1673188210, propagate_forward_time: 319.9918212891, propagate_backward_time: 536.8135986328, weight_update_time: 0.8151069283, other_time: 9.2342529297
epoch time: 66.1827468872s, input_fired_time: 0.8914493918, output_fired_time: 0.0000000000, propagate_forward_time: 63.6254348755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6658630371
validation[          , genome  5861] predictions:    5458/  10000 (54.58%), best:    5778/10000 (57.78%), error:     13884.96875, best error:     12844.56055 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 896.2577514648s, input_fired_time: 7.8456645012, output_fired_time: 7.1570057869, propagate_forward_time: 329.5354614258, propagate_backward_time: 542.8591918945, weight_update_time: 0.8117094040, other_time: 8.8604736328
epoch time: 68.1885681152s, input_fired_time: 0.8833006024, output_fired_time: 0.0000000000, propagate_forward_time: 65.7563552856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5489120483
validation[          , genome  5861] predictions:    5727/  10000 (57.27%), best:    5778/10000 (57.78%), error:     12954.54590, best error:     12844.56055 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 894.7411499023s, input_fired_time: 7.8785214424, output_fired_time: 7.1323742867, propagate_forward_time: 329.4616088867, propagate_backward_time: 541.4924316406, weight_update_time: 0.8116449714, other_time: 8.7761840820
epoch time: 66.7832107544s, input_fired_time: 0.9010325074, output_fired_time: 0.0000000000, propagate_forward_time: 64.2389297485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6432495117
validation[          , genome  5861] predictions:    5889/  10000 (58.89%), best:    5889/10000 (58.89%), error:     12602.07324, best error:     12602.07324 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 877.8019409180s, input_fired_time: 8.1017713547, output_fired_time: 7.3930687904, propagate_forward_time: 315.6675720215, propagate_backward_time: 536.5823974609, weight_update_time: 0.8605436683, other_time: 10.0571289063
epoch time: 63.3879508972s, input_fired_time: 0.9441556931, output_fired_time: 0.0000000000, propagate_forward_time: 60.5240898132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9197044373
validation[          , genome  5861] predictions:    5636/  10000 (56.36%), best:    5889/10000 (58.89%), error:     12907.77734, best error:     12602.07324 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 854.0326538086s, input_fired_time: 8.2451362610, output_fired_time: 7.5363759995, propagate_forward_time: 300.4391174316, propagate_backward_time: 526.8472290039, weight_update_time: 0.8953888416, other_time: 10.9647827148
epoch time: 66.4043731689s, input_fired_time: 0.9108169675, output_fired_time: 0.0000000000, propagate_forward_time: 63.7697296143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7238235474
validation[          , genome  5861] predictions:    5737/  10000 (57.37%), best:    5889/10000 (58.89%), error:     12928.39258, best error:     12602.07324 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 856.6116943359s, input_fired_time: 8.2285490036, output_fired_time: 7.4963397980, propagate_forward_time: 303.1747436523, propagate_backward_time: 526.9189453125, weight_update_time: 0.8760874271, other_time: 10.7930908203
epoch time: 64.6464233398s, input_fired_time: 0.9674841762, output_fired_time: 0.0000000000, propagate_forward_time: 61.7522239685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9267158508
validation[          , genome  5861] predictions:    5783/  10000 (57.83%), best:    5889/10000 (58.89%), error:     13029.55078, best error:     12602.07324 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 848.6290893555s, input_fired_time: 8.5201263428, output_fired_time: 7.7969403267, propagate_forward_time: 294.9207153320, propagate_backward_time: 525.8615722656, weight_update_time: 0.9235956669, other_time: 11.5297241211
epoch time: 64.5239486694s, input_fired_time: 0.9952036142, output_fired_time: 0.0000000000, propagate_forward_time: 61.5405349731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9882087708
validation[          , genome  5861] predictions:    5770/  10000 (57.70%), best:    5889/10000 (58.89%), error:     12798.87012, best error:     12602.07324 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 848.4284667969s, input_fired_time: 8.5494585037, output_fired_time: 7.8135099411, propagate_forward_time: 295.3685607910, propagate_backward_time: 525.1399536133, weight_update_time: 0.9251173139, other_time: 11.5569458008
epoch time: 62.5435409546s, input_fired_time: 1.0463439226, output_fired_time: 0.0000000000, propagate_forward_time: 59.3617439270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1354522705
validation[          , genome  5861] predictions:    5785/  10000 (57.85%), best:    5889/10000 (58.89%), error:     12841.60645, best error:     12602.07324 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 844.1797485352s, input_fired_time: 8.8824634552, output_fired_time: 8.1354675293, propagate_forward_time: 290.3023376465, propagate_backward_time: 524.5451660156, weight_update_time: 0.9777477384, other_time: 12.3143310547
epoch time: 60.0484542847s, input_fired_time: 1.0774980783, output_fired_time: 0.0000000000, propagate_forward_time: 56.7509002686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2200546265
validation[          , genome  5861] predictions:    5955/  10000 (59.55%), best:    5955/10000 (59.55%), error:     12273.81738, best error:     12273.81738 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 842.8952026367s, input_fired_time: 8.8481159210, output_fired_time: 8.0542325974, propagate_forward_time: 290.3181762695, propagate_backward_time: 523.4295043945, weight_update_time: 0.9459983110, other_time: 12.2451171875
epoch time: 60.4476051331s, input_fired_time: 1.0214093924, output_fired_time: 0.0000000000, propagate_forward_time: 57.3119544983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1142425537
validation[          , genome  5861] predictions:    5756/  10000 (57.56%), best:    5955/10000 (59.55%), error:     13086.22461, best error:     12273.81738 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 850.4443969727s, input_fired_time: 8.7139158249, output_fired_time: 7.9454555511, propagate_forward_time: 294.4278564453, propagate_backward_time: 527.4330444336, weight_update_time: 0.9346981049, other_time: 11.9241333008
epoch time: 64.7421798706s, input_fired_time: 0.9906422496, output_fired_time: 0.0000000000, propagate_forward_time: 61.7705917358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9809455872
validation[          , genome  5861] predictions:    5952/  10000 (59.52%), best:    5955/10000 (59.55%), error:     12574.33984, best error:     12273.81738 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 866.4529418945s, input_fired_time: 8.0994968414, output_fired_time: 7.3660902977, propagate_forward_time: 308.8512268066, propagate_backward_time: 532.0180053711, weight_update_time: 0.8507615328, other_time: 10.1181030273
epoch time: 65.3447189331s, input_fired_time: 0.8801900148, output_fired_time: 0.0000000000, propagate_forward_time: 62.9471855164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5173454285
validation[          , genome  5861] predictions:    5926/  10000 (59.26%), best:    5955/10000 (59.55%), error:     12860.35938, best error:     12273.81738 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 868.9822998047s, input_fired_time: 7.8785881996, output_fired_time: 7.1179499626, propagate_forward_time: 313.7012023926, propagate_backward_time: 530.9860229492, weight_update_time: 0.8206489682, other_time: 9.2985229492
epoch time: 64.4049072266s, input_fired_time: 0.8962920904, output_fired_time: 0.0000000000, propagate_forward_time: 61.8405685425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6680450439
validation[          , genome  5861] predictions:    5954/  10000 (59.54%), best:    5955/10000 (59.55%), error:     12364.93945, best error:     12273.81738 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 874.5702514648s, input_fired_time: 7.8649797440, output_fired_time: 7.0946488380, propagate_forward_time: 317.7100524902, propagate_backward_time: 533.1970825195, weight_update_time: 0.8121364713, other_time: 8.7034301758
epoch time: 66.0479888916s, input_fired_time: 0.8852813840, output_fired_time: 0.0000000000, propagate_forward_time: 63.6945457458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4681587219
validation[          , genome  5861] predictions:    5809/  10000 (58.09%), best:    5955/10000 (59.55%), error:     13039.02148, best error:     12273.81738 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 875.8031005859s, input_fired_time: 7.9308109283, output_fired_time: 7.1459527016, propagate_forward_time: 316.9829406738, propagate_backward_time: 534.7318115234, weight_update_time: 0.8139778972, other_time: 9.0115966797
epoch time: 64.8865814209s, input_fired_time: 0.8995586634, output_fired_time: 0.0000000000, propagate_forward_time: 62.3591613770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6278610229
validation[          , genome  5861] predictions:    5828/  10000 (58.28%), best:    5955/10000 (59.55%), error:     12549.20020, best error:     12273.81738 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 868.9061279297s, input_fired_time: 7.8940386772, output_fired_time: 7.1577987671, propagate_forward_time: 312.8457336426, propagate_backward_time: 531.7311401367, weight_update_time: 0.8143854141, other_time: 9.2774047852
epoch time: 64.5599288940s, input_fired_time: 0.8997629285, output_fired_time: 0.0000000000, propagate_forward_time: 62.0373458862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6228218079
validation[          , genome  5861] predictions:    5917/  10000 (59.17%), best:    5955/10000 (59.55%), error:     12490.25293, best error:     12273.81738 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 868.1015014648s, input_fired_time: 7.8613786697, output_fired_time: 7.0782628059, propagate_forward_time: 313.4259948730, propagate_backward_time: 530.7406005859, weight_update_time: 0.8075723648, other_time: 8.9952392578
epoch time: 66.3437118530s, input_fired_time: 0.9004191160, output_fired_time: 0.0000000000, propagate_forward_time: 63.8880882263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5552024841
validation[          , genome  5861] predictions:    5897/  10000 (58.97%), best:    5955/10000 (59.55%), error:     12638.50879, best error:     12273.81738 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 884.3250732422s, input_fired_time: 7.9515023232, output_fired_time: 7.1270112991, propagate_forward_time: 321.5889282227, propagate_backward_time: 538.6594848633, weight_update_time: 0.8163254857, other_time: 8.9981689453
epoch time: 65.3957595825s, input_fired_time: 0.8838635087, output_fired_time: 0.0000000000, propagate_forward_time: 62.9921875000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5197067261
validation[          , genome  5861] predictions:    5848/  10000 (58.48%), best:    5955/10000 (59.55%), error:     12766.51367, best error:     12273.81738 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 890.7533569336s, input_fired_time: 7.9448308945, output_fired_time: 7.1082773209, propagate_forward_time: 325.4971618652, propagate_backward_time: 541.6335449219, weight_update_time: 0.8077388406, other_time: 8.5695800781
epoch time: 66.6053543091s, input_fired_time: 0.9053221345, output_fired_time: 0.0000000000, propagate_forward_time: 64.1263046265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5737304688
validation[          , genome  5861] predictions:    6077/  10000 (60.77%), best:    6077/10000 (60.77%), error:     12068.91797, best error:     12068.91797 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 874.3439331055s, input_fired_time: 7.8594212532, output_fired_time: 7.0344190598, propagate_forward_time: 318.0151367188, propagate_backward_time: 532.7812500000, weight_update_time: 0.8005170822, other_time: 8.6536865234
epoch time: 65.6372222900s, input_fired_time: 0.8915930986, output_fired_time: 0.0000000000, propagate_forward_time: 63.2012939453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5443344116
validation[          , genome  5861] predictions:    5969/  10000 (59.69%), best:    6077/10000 (60.77%), error:     12286.78027, best error:     12068.91797 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 878.1567382813s, input_fired_time: 7.9354982376, output_fired_time: 7.0960874557, propagate_forward_time: 318.2922668457, propagate_backward_time: 536.0035400391, weight_update_time: 0.8055891395, other_time: 8.8293457031
epoch time: 66.5980377197s, input_fired_time: 0.8867191672, output_fired_time: 0.0000000000, propagate_forward_time: 64.2323760986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4789428711
validation[          , genome  5861] predictions:    5862/  10000 (58.62%), best:    6077/10000 (60.77%), error:     12479.75977, best error:     12068.91797 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 882.3635864258s, input_fired_time: 7.9514722824, output_fired_time: 7.1064863205, propagate_forward_time: 320.9068298340, propagate_backward_time: 537.4677734375, weight_update_time: 0.8163512349, other_time: 8.9310302734
epoch time: 69.0492858887s, input_fired_time: 0.9277780056, output_fired_time: 0.0000000000, propagate_forward_time: 66.5314865112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5900192261
validation[          , genome  5861] predictions:    6093/  10000 (60.93%), best:    6093/10000 (60.93%), error:     11845.83008, best error:     11845.83008 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 918.8792114258s, input_fired_time: 8.1767864227, output_fired_time: 7.3016738892, propagate_forward_time: 337.5278930664, propagate_backward_time: 556.9733276367, weight_update_time: 0.8173434734, other_time: 8.8995361328
epoch time: 70.7200469971s, input_fired_time: 0.9310483336, output_fired_time: 0.0000000000, propagate_forward_time: 68.2467498779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5422515869
validation[          , genome  5861] predictions:    5976/  10000 (59.76%), best:    6093/10000 (60.93%), error:     12262.95898, best error:     11845.83008 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 914.0562133789s, input_fired_time: 8.0953035355, output_fired_time: 7.2208247185, propagate_forward_time: 337.9417724609, propagate_backward_time: 552.1732177734, weight_update_time: 0.8131845593, other_time: 8.6251220703
epoch time: 70.3115768433s, input_fired_time: 0.9179642797, output_fired_time: 0.0000000000, propagate_forward_time: 67.8996658325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4939498901
validation[          , genome  5861] predictions:    5890/  10000 (58.90%), best:    6093/10000 (60.93%), error:     12731.50195, best error:     11845.83008 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 942.7004394531s, input_fired_time: 8.3729810715, output_fired_time: 7.4771299362, propagate_forward_time: 347.2500610352, propagate_backward_time: 570.4338989258, weight_update_time: 0.8405443430, other_time: 9.1663818359
epoch time: 70.5806198120s, input_fired_time: 0.9381959438, output_fired_time: 0.0000000000, propagate_forward_time: 68.1235046387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5189208984
validation[          , genome  5861] predictions:    5965/  10000 (59.65%), best:    6093/10000 (60.93%), error:     12239.49902, best error:     11845.83008 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 914.8339843750s, input_fired_time: 8.1377010345, output_fired_time: 7.2438793182, propagate_forward_time: 338.2380676270, propagate_backward_time: 552.4000244141, weight_update_time: 0.8124240041, other_time: 8.8143310547
epoch time: 70.6597900391s, input_fired_time: 0.9407594204, output_fired_time: 0.0000000000, propagate_forward_time: 68.2099227905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5091094971
validation[          , genome  5861] predictions:    5986/  10000 (59.86%), best:    6093/10000 (60.93%), error:     12207.93750, best error:     11845.83008 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 901.7572631836s, input_fired_time: 7.9739332199, output_fired_time: 7.0968976021, propagate_forward_time: 334.5086975098, propagate_backward_time: 543.8173828125, weight_update_time: 0.8017029166, other_time: 8.3603515625
epoch time: 69.0806198120s, input_fired_time: 0.9059161544, output_fired_time: 0.0000000000, propagate_forward_time: 66.7782440186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3964614868
validation[          , genome  5861] predictions:    5950/  10000 (59.50%), best:    6093/10000 (60.93%), error:     12472.95605, best error:     11845.83008 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 901.0818481445s, input_fired_time: 8.0399446487, output_fired_time: 7.1482944489, propagate_forward_time: 332.3948669434, propagate_backward_time: 544.8817749023, weight_update_time: 0.8043464422, other_time: 8.6170043945
epoch time: 68.0844573975s, input_fired_time: 0.9177297354, output_fired_time: 0.0000000000, propagate_forward_time: 65.6979293823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4687957764
validation[          , genome  5861] predictions:    6113/  10000 (61.13%), best:    6113/10000 (61.13%), error:     11798.18164, best error:     11798.18164 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 907.5043945313s, input_fired_time: 8.0528097153, output_fired_time: 7.1524529457, propagate_forward_time: 335.1664733887, propagate_backward_time: 548.5903320313, weight_update_time: 0.8143101335, other_time: 8.5423583984
epoch time: 68.4580078125s, input_fired_time: 0.9381059408, output_fired_time: 0.0000000000, propagate_forward_time: 65.9910354614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5288696289
validation[          , genome  5861] predictions:    6068/  10000 (60.68%), best:    6113/10000 (61.13%), error:     11970.88965, best error:     11798.18164 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 906.8052368164s, input_fired_time: 8.0817661285, output_fired_time: 7.1722002029, propagate_forward_time: 334.5165100098, propagate_backward_time: 548.2543334961, weight_update_time: 0.8147316575, other_time: 8.7804565430
epoch time: 69.7477569580s, input_fired_time: 0.9241060615, output_fired_time: 0.0000000000, propagate_forward_time: 67.3517150879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4719390869
validation[          , genome  5861] predictions:    6074/  10000 (60.74%), best:    6113/10000 (61.13%), error:     11941.66992, best error:     11798.18164 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 894.8311767578s, input_fired_time: 8.0695781708, output_fired_time: 7.1531324387, propagate_forward_time: 327.8862304688, propagate_backward_time: 542.7080688477, weight_update_time: 0.8139824271, other_time: 9.0141601563
epoch time: 68.0356826782s, input_fired_time: 0.9245270491, output_fired_time: 0.0000000000, propagate_forward_time: 65.5421371460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5690155029
validation[          , genome  5861] predictions:    6059/  10000 (60.59%), best:    6113/10000 (61.13%), error:     12077.29492, best error:     11798.18164 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 889.9680786133s, input_fired_time: 7.9850392342, output_fired_time: 7.1211948395, propagate_forward_time: 325.9599609375, propagate_backward_time: 539.9819946289, weight_update_time: 0.8115554452, other_time: 8.9198608398
epoch time: 67.7483139038s, input_fired_time: 0.9328399897, output_fired_time: 0.0000000000, propagate_forward_time: 65.2815246582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5339508057
validation[          , genome  5861] predictions:    6111/  10000 (61.11%), best:    6113/10000 (61.13%), error:     11959.71484, best error:     11798.18164 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 890.3148193359s, input_fired_time: 7.9619531631, output_fired_time: 7.0906605721, propagate_forward_time: 327.6976318359, propagate_backward_time: 539.1245727539, weight_update_time: 0.7970848083, other_time: 8.4400024414
epoch time: 69.0000915527s, input_fired_time: 0.9265741706, output_fired_time: 0.0000000000, propagate_forward_time: 66.5845413208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4889755249
validation[          , genome  5861] predictions:    5931/  10000 (59.31%), best:    6113/10000 (61.13%), error:     12809.87988, best error:     11798.18164 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 878.2964477539s, input_fired_time: 7.9600768089, output_fired_time: 7.0337276459, propagate_forward_time: 319.6690063477, propagate_backward_time: 534.6332397461, weight_update_time: 0.8065192699, other_time: 9.0003662109
epoch time: 66.7725296021s, input_fired_time: 0.9076974988, output_fired_time: 0.0000000000, propagate_forward_time: 64.3629608154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5018692017
validation[          , genome  5861] predictions:    6115/  10000 (61.15%), best:    6113/10000 (61.13%), error:     11824.21875, best error:     11798.18164 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 882.5188598633s, input_fired_time: 7.9415359497, output_fired_time: 7.0481872559, propagate_forward_time: 321.7370910645, propagate_backward_time: 537.1078491211, weight_update_time: 0.8003500700, other_time: 8.6842651367
epoch time: 66.2701110840s, input_fired_time: 0.9075080752, output_fired_time: 0.0000000000, propagate_forward_time: 63.8341789246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5284233093
validation[          , genome  5861] predictions:    6149/  10000 (61.49%), best:    6113/10000 (61.13%), error:     11907.75586, best error:     11798.18164 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 886.2985229492s, input_fired_time: 8.0097618103, output_fired_time: 7.0884399414, propagate_forward_time: 323.8165588379, propagate_backward_time: 538.6466674805, weight_update_time: 0.8082745671, other_time: 8.7371215820
epoch time: 66.5977172852s, input_fired_time: 0.9214442372, output_fired_time: 0.0000000000, propagate_forward_time: 64.1821212769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4941482544
validation[          , genome  5861] predictions:    6106/  10000 (61.06%), best:    6113/10000 (61.13%), error:     11851.16504, best error:     11798.18164 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 883.5382080078s, input_fired_time: 7.9801969528, output_fired_time: 7.0524258614, propagate_forward_time: 321.4807128906, propagate_backward_time: 538.2456665039, weight_update_time: 0.8035286665, other_time: 8.7791748047
epoch time: 68.3036499023s, input_fired_time: 0.9323111176, output_fired_time: 0.0000000000, propagate_forward_time: 65.8376312256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5337066650
validation[          , genome  5861] predictions:    6111/  10000 (61.11%), best:    6113/10000 (61.13%), error:     12052.60059, best error:     11798.18164 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 891.1726074219s, input_fired_time: 7.9969539642, output_fired_time: 7.0539841652, propagate_forward_time: 327.5015563965, propagate_backward_time: 540.0370483398, weight_update_time: 0.7990441918, other_time: 8.5830688477
epoch time: 68.4749755859s, input_fired_time: 0.9167251587, output_fired_time: 0.0000000000, propagate_forward_time: 66.0409774780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5172729492
validation[          , genome  5861] predictions:    6053/  10000 (60.53%), best:    6113/10000 (61.13%), error:     12211.27441, best error:     11798.18164 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 896.7565917969s, input_fired_time: 8.0133743286, output_fired_time: 7.0718841553, propagate_forward_time: 329.9198303223, propagate_backward_time: 543.2205810547, weight_update_time: 0.7978345752, other_time: 8.5308837891
epoch time: 70.0161437988s, input_fired_time: 0.9268674254, output_fired_time: 0.0000000000, propagate_forward_time: 67.6377334595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4515457153
validation[          , genome  5861] predictions:    6171/  10000 (61.71%), best:    6113/10000 (61.13%), error:     11885.28809, best error:     11798.18164 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 895.3752441406s, input_fired_time: 8.0113639832, output_fired_time: 7.0750498772, propagate_forward_time: 329.4819641113, propagate_backward_time: 542.0903930664, weight_update_time: 0.8043194413, other_time: 8.7164916992
epoch time: 68.7268676758s, input_fired_time: 0.9278338552, output_fired_time: 0.0000000000, propagate_forward_time: 66.2873764038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5116577148
validation[          , genome  5861] predictions:    6040/  10000 (60.40%), best:    6113/10000 (61.13%), error:     12109.30176, best error:     11798.18164 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 893.7689819336s, input_fired_time: 8.0006160736, output_fired_time: 7.0847630501, propagate_forward_time: 328.8203125000, propagate_backward_time: 541.1068115234, weight_update_time: 0.8031910658, other_time: 8.7564697266
epoch time: 69.0606002808s, input_fired_time: 0.9265550375, output_fired_time: 0.0000000000, propagate_forward_time: 66.6690750122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4649734497
validation[          , genome  5861] predictions:    6123/  10000 (61.23%), best:    6113/10000 (61.13%), error:     12032.39941, best error:     11798.18164 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 896.2163696289s, input_fired_time: 8.0760078430, output_fired_time: 7.0952777863, propagate_forward_time: 330.1514892578, propagate_backward_time: 542.2650146484, weight_update_time: 0.8076676726, other_time: 8.6286010742
epoch time: 67.3666534424s, input_fired_time: 0.9380474091, output_fired_time: 0.0000000000, propagate_forward_time: 64.8292236328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5993804932
validation[          , genome  5861] predictions:    6155/  10000 (61.55%), best:    6155/10000 (61.55%), error:     11785.10156, best error:     11785.10156 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 886.9851074219s, input_fired_time: 8.1088218689, output_fired_time: 7.1889615059, propagate_forward_time: 323.1965637207, propagate_backward_time: 539.2462158203, weight_update_time: 0.8266463876, other_time: 9.2445068359
epoch time: 66.9698715210s, input_fired_time: 0.9465789795, output_fired_time: 0.0000000000, propagate_forward_time: 64.3838272095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6394653320
validation[          , genome  5861] predictions:    6050/  10000 (60.50%), best:    6155/10000 (61.55%), error:     12008.68262, best error:     11785.10156 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 892.3434448242s, input_fired_time: 8.1032924652, output_fired_time: 7.1565032005, propagate_forward_time: 326.9987792969, propagate_backward_time: 541.1802978516, weight_update_time: 0.8109436631, other_time: 8.9046020508
epoch time: 68.6772689819s, input_fired_time: 0.9440887570, output_fired_time: 0.0000000000, propagate_forward_time: 66.1770324707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5561447144
validation[          , genome  5861] predictions:    6163/  10000 (61.63%), best:    6155/10000 (61.55%), error:     11899.25879, best error:     11785.10156 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 894.7299194336s, input_fired_time: 8.0783700943, output_fired_time: 7.1345157623, propagate_forward_time: 329.0812683105, propagate_backward_time: 541.6741943359, weight_update_time: 0.8058638573, other_time: 8.7615966797
epoch time: 69.2364044189s, input_fired_time: 0.9342871308, output_fired_time: 0.0000000000, propagate_forward_time: 66.7732391357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5288772583
validation[          , genome  5861] predictions:    6130/  10000 (61.30%), best:    6130/10000 (61.30%), error:     11739.96094, best error:     11739.96094 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 904.1600952148s, input_fired_time: 8.1136493683, output_fired_time: 7.1323838234, propagate_forward_time: 334.1652832031, propagate_backward_time: 546.1812133789, weight_update_time: 0.8079743385, other_time: 8.5675659180
epoch time: 69.0979461670s, input_fired_time: 0.9296890497, output_fired_time: 0.0000000000, propagate_forward_time: 66.7124633789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4557952881
validation[          , genome  5861] predictions:    6157/  10000 (61.57%), best:    6130/10000 (61.30%), error:     11841.67676, best error:     11739.96094 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 894.3054809570s, input_fired_time: 8.0557947159, output_fired_time: 7.0941309929, propagate_forward_time: 329.0919189453, propagate_backward_time: 541.4170532227, weight_update_time: 0.8077530861, other_time: 8.6466064453
epoch time: 66.7110519409s, input_fired_time: 0.9205278158, output_fired_time: 0.0000000000, propagate_forward_time: 64.2862777710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5042495728
validation[          , genome  5861] predictions:    6145/  10000 (61.45%), best:    6130/10000 (61.30%), error:     11920.34473, best error:     11739.96094 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 902.3361206055s, input_fired_time: 8.1247711182, output_fired_time: 7.1765923500, propagate_forward_time: 333.7382202148, propagate_backward_time: 544.8772583008, weight_update_time: 0.8080916405, other_time: 8.4193115234
epoch time: 68.3571701050s, input_fired_time: 0.9307144284, output_fired_time: 0.0000000000, propagate_forward_time: 65.9880523682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4384002686
validation[          , genome  5861] predictions:    6162/  10000 (61.62%), best:    6130/10000 (61.30%), error:     11759.90039, best error:     11739.96094 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 902.5760498047s, input_fired_time: 8.0705251694, output_fired_time: 7.1556911469, propagate_forward_time: 334.7252197266, propagate_backward_time: 544.3415527344, weight_update_time: 0.8037937880, other_time: 8.2830810547
epoch time: 67.9081649780s, input_fired_time: 0.9327864051, output_fired_time: 0.0000000000, propagate_forward_time: 65.5111618042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4642181396
validation[          , genome  5861] predictions:    6184/  10000 (61.84%), best:    6130/10000 (61.30%), error:     11916.86035, best error:     11739.96094 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 893.7470092773s, input_fired_time: 8.0304975510, output_fired_time: 7.1171264648, propagate_forward_time: 330.8744506836, propagate_backward_time: 539.4085693359, weight_update_time: 0.8119729757, other_time: 8.3163452148
epoch time: 68.5260848999s, input_fired_time: 0.9235082865, output_fired_time: 0.0000000000, propagate_forward_time: 66.1698379517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4327392578
validation[          , genome  5861] predictions:    6154/  10000 (61.54%), best:    6130/10000 (61.30%), error:     11909.67676, best error:     11739.96094 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 885.6191406250s, input_fired_time: 8.0181961060, output_fired_time: 7.0838236809, propagate_forward_time: 325.5889892578, propagate_backward_time: 536.2856445313, weight_update_time: 0.8039426804, other_time: 8.6425170898
epoch time: 67.4743576050s, input_fired_time: 0.9267880917, output_fired_time: 0.0000000000, propagate_forward_time: 65.0251998901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5223693848
validation[          , genome  5861] predictions:    6211/  10000 (62.11%), best:    6130/10000 (61.30%), error:     11810.49902, best error:     11739.96094 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 889.9985961914s, input_fired_time: 8.0126171112, output_fired_time: 7.0844321251, propagate_forward_time: 328.8585205078, propagate_backward_time: 537.6349487305, weight_update_time: 0.8003350496, other_time: 8.4080810547
epoch time: 66.7482299805s, input_fired_time: 0.9285554886, output_fired_time: 0.0000000000, propagate_forward_time: 64.3217086792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4979629517
validation[          , genome  5861] predictions:    6174/  10000 (61.74%), best:    6130/10000 (61.30%), error:     11813.15234, best error:     11739.96094 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 880.5263671875s, input_fired_time: 8.1151971817, output_fired_time: 7.1823401451, propagate_forward_time: 321.0011291504, propagate_backward_time: 535.0007934570, weight_update_time: 0.8198214173, other_time: 9.2269897461
epoch time: 65.3409805298s, input_fired_time: 0.9653187990, output_fired_time: 0.0000000000, propagate_forward_time: 62.6706275940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7050361633
validation[          , genome  5861] predictions:    6252/  10000 (62.52%), best:    6252/10000 (62.52%), error:     11715.88574, best error:     11715.88574 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 859.6507568359s, input_fired_time: 8.2490158081, output_fired_time: 7.2994127274, propagate_forward_time: 305.8369140625, propagate_backward_time: 528.2008666992, weight_update_time: 0.8469378948, other_time: 10.0645141602
epoch time: 63.3504905701s, input_fired_time: 0.9505333900, output_fired_time: 0.0000000000, propagate_forward_time: 60.6695976257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7303581238
validation[          , genome  5861] predictions:    6167/  10000 (61.67%), best:    6252/10000 (62.52%), error:     11912.25293, best error:     11715.88574 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 877.2149047852s, input_fired_time: 8.1169424057, output_fired_time: 7.1574645042, propagate_forward_time: 317.6435852051, propagate_backward_time: 535.0832519531, weight_update_time: 0.8234938383, other_time: 9.2136230469
epoch time: 67.1539535522s, input_fired_time: 0.9599051476, output_fired_time: 0.0000000000, propagate_forward_time: 64.5481109619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6459350586
validation[          , genome  5861] predictions:    6184/  10000 (61.84%), best:    6252/10000 (62.52%), error:     11820.39551, best error:     11715.88574 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 882.4123535156s, input_fired_time: 8.0577936172, output_fired_time: 7.0689544678, propagate_forward_time: 322.1444396973, propagate_backward_time: 536.2518920898, weight_update_time: 0.8083418608, other_time: 8.8892211914
epoch time: 64.9188766479s, input_fired_time: 0.9170926809, output_fired_time: 0.0000000000, propagate_forward_time: 62.4037933350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5979919434
validation[          , genome  5861] predictions:    6188/  10000 (61.88%), best:    6188/10000 (61.88%), error:     11685.01270, best error:     11685.01270 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 874.3806762695s, input_fired_time: 7.9625821114, output_fired_time: 6.9751396179, propagate_forward_time: 319.0978088379, propagate_backward_time: 531.7006225586, weight_update_time: 0.8058416843, other_time: 8.6444702148
epoch time: 66.4948043823s, input_fired_time: 0.9162097573, output_fired_time: 0.0000000000, propagate_forward_time: 64.0792694092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4993286133
validation[          , genome  5861] predictions:    6165/  10000 (61.65%), best:    6188/10000 (61.88%), error:     11803.01270, best error:     11685.01270 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 873.1125488281s, input_fired_time: 7.9994258881, output_fired_time: 6.9519891739, propagate_forward_time: 316.8730468750, propagate_backward_time: 532.6027221680, weight_update_time: 0.8059034944, other_time: 8.6853637695
epoch time: 65.4336776733s, input_fired_time: 0.9125693440, output_fired_time: 0.0000000000, propagate_forward_time: 63.0293273926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4917831421
validation[          , genome  5861] predictions:    6162/  10000 (61.62%), best:    6188/10000 (61.88%), error:     11848.35742, best error:     11685.01270 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 886.6636352539s, input_fired_time: 8.0189771652, output_fired_time: 7.0424199104, propagate_forward_time: 324.6234130859, propagate_backward_time: 538.5010986328, weight_update_time: 0.7945914268, other_time: 8.4777221680
epoch time: 67.0183563232s, input_fired_time: 0.9224777222, output_fired_time: 0.0000000000, propagate_forward_time: 64.5655822754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5302963257
validation[          , genome  5861] predictions:    6206/  10000 (62.06%), best:    6188/10000 (61.88%), error:     11715.53320, best error:     11685.01270 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 869.5338745117s, input_fired_time: 7.9617195129, output_fired_time: 7.0052776337, propagate_forward_time: 315.5675659180, propagate_backward_time: 530.1268920898, weight_update_time: 0.7971326113, other_time: 8.8724365234
epoch time: 65.8519134521s, input_fired_time: 0.9152660966, output_fired_time: 0.0000000000, propagate_forward_time: 63.3761329651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5605125427
validation[          , genome  5861] predictions:    6152/  10000 (61.52%), best:    6188/10000 (61.88%), error:     11807.45996, best error:     11685.01270 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 865.4693603516s, input_fired_time: 8.0200700760, output_fired_time: 7.0392818451, propagate_forward_time: 312.5568542480, propagate_backward_time: 528.6048583984, weight_update_time: 0.8082830906, other_time: 9.2482910156
epoch time: 3668.7116699219s, input_fired_time: 0.9723726511, output_fired_time: 0.0000000000, propagate_forward_time: 3666.0041503906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7351074219
validation[          , genome  5861] predictions:    6197/  10000 (61.97%), best:    6188/10000 (61.88%), error:     11896.91016, best error:     11685.01270 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 880.7020263672s, input_fired_time: 8.1984205246, output_fired_time: 7.2083854675, propagate_forward_time: 317.9825439453, propagate_backward_time: 537.5240478516, weight_update_time: 0.8240272403, other_time: 9.7886352539
epoch time: 67.8643798828s, input_fired_time: 0.9567395449, output_fired_time: 0.0000000000, propagate_forward_time: 65.1819534302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7256851196
validation[          , genome  5861] predictions:    6210/  10000 (62.10%), best:    6210/10000 (62.10%), error:     11670.69922, best error:     11670.69922 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 890.2233886719s, input_fired_time: 8.4227285385, output_fired_time: 7.4277219772, propagate_forward_time: 318.4508361816, propagate_backward_time: 545.8154907227, weight_update_time: 0.8576645255, other_time: 10.1066284180
epoch time: 65.6259613037s, input_fired_time: 1.0161999464, output_fired_time: 0.0000000000, propagate_forward_time: 62.7108345032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8989295959
validation[          , genome  5861] predictions:    6206/  10000 (62.06%), best:    6210/10000 (62.10%), error:     11718.21680, best error:     11670.69922 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 876.4031372070s, input_fired_time: 8.2818584442, output_fired_time: 7.3045010567, propagate_forward_time: 313.4953308105, propagate_backward_time: 537.4432983398, weight_update_time: 0.8391966820, other_time: 9.8781127930
epoch time: 66.0359954834s, input_fired_time: 0.9325744510, output_fired_time: 0.0000000000, propagate_forward_time: 63.5065956116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5968284607
validation[          , genome  5861] predictions:    6208/  10000 (62.08%), best:    6210/10000 (62.10%), error:     11814.31250, best error:     11670.69922 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 872.5670776367s, input_fired_time: 8.1935796738, output_fired_time: 7.1826634407, propagate_forward_time: 313.4998474121, propagate_backward_time: 534.1138305664, weight_update_time: 0.8284998536, other_time: 9.5770874023
epoch time: 65.3428802490s, input_fired_time: 0.9739968181, output_fired_time: 0.0000000000, propagate_forward_time: 62.6212310791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7476501465
validation[          , genome  5861] predictions:    6235/  10000 (62.35%), best:    6210/10000 (62.10%), error:     11705.62402, best error:     11670.69922 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 901.6651000977s, input_fired_time: 8.5911026001, output_fired_time: 7.5147056580, propagate_forward_time: 322.6948852539, propagate_backward_time: 552.4589843750, weight_update_time: 0.8662164807, other_time: 10.4053955078
epoch time: 68.7452316284s, input_fired_time: 1.0236127377, output_fired_time: 0.0000000000, propagate_forward_time: 65.8489608765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8726577759
validation[          , genome  5861] predictions:    6172/  10000 (61.72%), best:    6210/10000 (62.10%), error:     11922.64160, best error:     11670.69922 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 918.9696044922s, input_fired_time: 8.5467538834, output_fired_time: 7.5132403374, propagate_forward_time: 331.3562622070, propagate_backward_time: 561.5552978516, weight_update_time: 0.8706581593, other_time: 9.9980468750
epoch time: 64.3313827515s, input_fired_time: 1.0271435976, output_fired_time: 0.0000000000, propagate_forward_time: 61.3522529602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9519844055
validation[          , genome  5861] predictions:    6235/  10000 (62.35%), best:    6210/10000 (62.10%), error:     11719.19824, best error:     11670.69922 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 885.1111450195s, input_fired_time: 8.5062742233, output_fired_time: 7.5086641312, propagate_forward_time: 315.0481872559, propagate_backward_time: 543.6332397461, weight_update_time: 0.8824420571, other_time: 10.4147338867
epoch time: 65.3536453247s, input_fired_time: 1.0004708767, output_fired_time: 0.0000000000, propagate_forward_time: 62.4677543640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8854179382
validation[          , genome  5861] predictions:    6229/  10000 (62.29%), best:    6229/10000 (62.29%), error:     11656.08594, best error:     11656.08594 on epoch:   100, 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: 318.6782226563s, input_fired_time: 5.2946963310, output_fired_time: 0.0000000000, propagate_forward_time: 303.1951293945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.1883850098
best training[          , genome  5861] predictions:   41401/  50000 (82.80%), best:    6229/10000 (62.29%), error:     27386.19727, best error:     11656.08594 on epoch:   100, 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: 62.4391937256s, input_fired_time: 1.0611740351, output_fired_time: 0.0000000000, propagate_forward_time: 59.2032356262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1747856140
   testing[          , genome  5861] predictions:    6229/  10000 (62.29%), best:    6229/10000 (62.29%), error:     11656.08594, best error:     11656.08594 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:56:48 (11912): called boinc_finish(0)

</stderr_txt>
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