Nameexact_genome_1512568488_45_5544_0
Workunit2598991
Created7 Dec 2017, 15:20:48 UTC
Sent7 Dec 2017, 15:21:13 UTC
Report deadline13 Dec 2017, 17:18:35 UTC
Received9 Dec 2017, 9:40:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time3 hours 29 min
CPU time3 hours 24 min 7 sec
Validate stateValid
Credit1,520.38
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.08 MB
Peak swap size152.65 MB
Peak disk usage1.85 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
.1364307404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936752319
validation[          , genome  5544] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       986.61761, best error:       986.61761 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 111.3125305176s, input_fired_time: 0.9109024405, output_fired_time: 0.9123044014, propagate_forward_time: 41.7224273682, propagate_backward_time: 65.0177459717, weight_update_time: 0.1994088143, other_time: 2.7491455078
epoch time: 9.1109380722s, input_fired_time: 0.1148931533, output_fired_time: 0.0000000000, propagate_forward_time: 8.4988937378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4971513748
validation[          , genome  5544] predictions:    9581/  10000 (95.81%), best:    9705/10000 (97.05%), error:      1344.60217, best error:       986.61761 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 111.4906616211s, input_fired_time: 0.9203423262, output_fired_time: 0.9169964194, propagate_forward_time: 41.8941230774, propagate_backward_time: 65.0077743530, weight_update_time: 0.2003583908, other_time: 2.7514266968
epoch time: 9.0241174698s, input_fired_time: 0.1145271957, output_fired_time: 0.0000000000, propagate_forward_time: 8.4144887924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951019287
validation[          , genome  5544] predictions:    9667/  10000 (96.67%), best:    9705/10000 (97.05%), error:      1070.93982, best error:       986.61761 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 111.5199966431s, input_fired_time: 0.9160332084, output_fired_time: 0.9155698419, propagate_forward_time: 42.0587272644, propagate_backward_time: 64.8744277954, weight_update_time: 0.2002422512, other_time: 2.7552413940
epoch time: 8.9274435043s, input_fired_time: 0.1131324396, output_fired_time: 0.0000000000, propagate_forward_time: 8.3258895874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4884214401
validation[          , genome  5544] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:       962.48395, best error:       962.48395 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 112.1131973267s, input_fired_time: 0.9186352491, output_fired_time: 0.9274909496, propagate_forward_time: 41.9873809814, propagate_backward_time: 65.5043792725, weight_update_time: 0.1993945986, other_time: 2.7753143311
epoch time: 8.9210872650s, input_fired_time: 0.1129262894, output_fired_time: 0.0000000000, propagate_forward_time: 8.3220605850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861001968
validation[          , genome  5544] predictions:    9646/  10000 (96.46%), best:    9697/10000 (96.97%), error:      1128.69690, best error:       962.48395 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 111.4372329712s, input_fired_time: 0.9118953347, output_fired_time: 0.9159367085, propagate_forward_time: 41.8964538574, propagate_backward_time: 64.9703979492, weight_update_time: 0.1977539659, other_time: 2.7425460815
epoch time: 9.0282993317s, input_fired_time: 0.1139849946, output_fired_time: 0.0000000000, propagate_forward_time: 8.4250154495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4892988205
validation[          , genome  5544] predictions:    9698/  10000 (96.98%), best:    9697/10000 (96.97%), error:       968.86182, best error:       962.48395 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 111.8682098389s, input_fired_time: 0.9193201065, output_fired_time: 0.9210777879, propagate_forward_time: 42.0433235168, propagate_backward_time: 65.2234191895, weight_update_time: 0.1979003996, other_time: 2.7610626221
epoch time: 8.9044189453s, input_fired_time: 0.1146189272, output_fired_time: 0.0000000000, propagate_forward_time: 8.2989215851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4908781052
validation[          , genome  5544] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       925.77783, best error:       925.77783 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 112.3116226196s, input_fired_time: 0.9234165549, output_fired_time: 0.9191716313, propagate_forward_time: 42.2753524780, propagate_backward_time: 65.4491806030, weight_update_time: 0.1962948143, other_time: 2.7444992065
epoch time: 9.1021995544s, input_fired_time: 0.1154816523, output_fired_time: 0.0000000000, propagate_forward_time: 8.4934282303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4932899475
validation[          , genome  5544] predictions:    9684/  10000 (96.84%), best:    9718/10000 (97.18%), error:      1022.23767, best error:       925.77783 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 110.7522583008s, input_fired_time: 0.9137296081, output_fired_time: 0.9088471532, propagate_forward_time: 41.6007575989, propagate_backward_time: 64.5795059204, weight_update_time: 0.1983194202, other_time: 2.7494277954
epoch time: 9.2606229782s, input_fired_time: 0.1155676171, output_fired_time: 0.0000000000, propagate_forward_time: 8.6433019638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017538071
validation[          , genome  5544] predictions:    9682/  10000 (96.82%), best:    9718/10000 (97.18%), error:      1027.58691, best error:       925.77783 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 112.0363388062s, input_fired_time: 0.9210259318, output_fired_time: 0.9131514430, propagate_forward_time: 42.3201179504, propagate_backward_time: 65.1302337646, weight_update_time: 0.1983402520, other_time: 2.7518005371
epoch time: 9.0268173218s, input_fired_time: 0.1137441695, output_fired_time: 0.0000000000, propagate_forward_time: 8.4319648743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811086655
validation[          , genome  5544] predictions:    9694/  10000 (96.94%), best:    9718/10000 (97.18%), error:      1017.60217, best error:       925.77783 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 112.9434127808s, input_fired_time: 0.9285073280, output_fired_time: 0.9247305393, propagate_forward_time: 42.4526596069, propagate_backward_time: 65.8548431396, weight_update_time: 0.2010244876, other_time: 2.7826766968
epoch time: 9.0117378235s, input_fired_time: 0.1154099479, output_fired_time: 0.0000000000, propagate_forward_time: 8.4078683853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4884595871
validation[          , genome  5544] predictions:    9707/  10000 (97.07%), best:    9718/10000 (97.18%), error:       991.11609, best error:       925.77783 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 111.1898040771s, input_fired_time: 0.9152279496, output_fired_time: 0.9152377248, propagate_forward_time: 41.8364334106, propagate_backward_time: 64.7663421631, weight_update_time: 0.1961784065, other_time: 2.7565612793
epoch time: 9.0582981110s, input_fired_time: 0.1172552928, output_fired_time: 0.0000000000, propagate_forward_time: 8.4542398453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4868030548
validation[          , genome  5544] predictions:    9684/  10000 (96.84%), best:    9718/10000 (97.18%), error:       984.88544, best error:       925.77783 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 111.7118835449s, input_fired_time: 0.9206964970, output_fired_time: 0.9204508066, propagate_forward_time: 42.0199470520, propagate_backward_time: 65.0973205566, weight_update_time: 0.1989991963, other_time: 2.7534637451
epoch time: 9.1658687592s, input_fired_time: 0.1180454940, output_fired_time: 0.0000000000, propagate_forward_time: 8.5470027924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5008201599
validation[          , genome  5544] predictions:    9709/  10000 (97.09%), best:    9718/10000 (97.18%), error:       954.65253, best error:       925.77783 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 110.9686126709s, input_fired_time: 0.9149538279, output_fired_time: 0.9161433578, propagate_forward_time: 41.7078666687, propagate_backward_time: 64.6710662842, weight_update_time: 0.1950305104, other_time: 2.7585754395
epoch time: 8.9692964554s, input_fired_time: 0.1145312265, output_fired_time: 0.0000000000, propagate_forward_time: 8.3712282181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4835367203
validation[          , genome  5544] predictions:    9702/  10000 (97.02%), best:    9718/10000 (97.18%), error:       971.69324, best error:       925.77783 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 112.1068038940s, input_fired_time: 0.9219895005, output_fired_time: 0.9173907638, propagate_forward_time: 42.1765708923, propagate_backward_time: 65.3276214600, weight_update_time: 0.2001776099, other_time: 2.7632293701
epoch time: 8.9943218231s, input_fired_time: 0.1181104556, output_fired_time: 0.0000000000, propagate_forward_time: 8.3740854263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5021257401
validation[          , genome  5544] predictions:    9683/  10000 (96.83%), best:    9718/10000 (97.18%), error:      1029.24231, best error:       925.77783 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 112.3351058960s, input_fired_time: 0.9294604063, output_fired_time: 0.9272242188, propagate_forward_time: 42.3476905823, propagate_backward_time: 65.3503417969, weight_update_time: 0.2021609247, other_time: 2.7803955078
epoch time: 8.9923372269s, input_fired_time: 0.1159588844, output_fired_time: 0.0000000000, propagate_forward_time: 8.3843793869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4919986725
validation[          , genome  5544] predictions:    9700/  10000 (97.00%), best:    9718/10000 (97.18%), error:       979.77490, best error:       925.77783 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 111.5833816528s, input_fired_time: 0.9169893265, output_fired_time: 0.9136857390, propagate_forward_time: 41.9483795166, propagate_backward_time: 65.0652465820, weight_update_time: 0.1980665177, other_time: 2.7390747070
epoch time: 9.0409097672s, input_fired_time: 0.1153757647, output_fired_time: 0.0000000000, propagate_forward_time: 8.4275064468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980278015
validation[          , genome  5544] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       888.96100, best error:       888.96100 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 111.0486602783s, input_fired_time: 0.9169596434, output_fired_time: 0.9096016884, propagate_forward_time: 41.6478843689, propagate_backward_time: 64.8208084106, weight_update_time: 0.1982433796, other_time: 2.7534103394
epoch time: 8.9447021484s, input_fired_time: 0.1133189723, output_fired_time: 0.0000000000, propagate_forward_time: 8.3435974121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4877853394
validation[          , genome  5544] predictions:    9723/  10000 (97.23%), best:    9731/10000 (97.31%), error:       918.04602, best error:       888.96100 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 112.5090637207s, input_fired_time: 0.9294009805, output_fired_time: 0.9224360585, propagate_forward_time: 42.4550209045, propagate_backward_time: 65.4168548584, weight_update_time: 0.2004776746, other_time: 2.7853546143
epoch time: 8.9530401230s, input_fired_time: 0.1152586117, output_fired_time: 0.0000000000, propagate_forward_time: 8.3562755585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815063477
validation[          , genome  5544] predictions:    9727/  10000 (97.27%), best:    9731/10000 (97.31%), error:       932.02527, best error:       888.96100 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 111.4904251099s, input_fired_time: 0.9206317067, output_fired_time: 0.9156083465, propagate_forward_time: 41.9889221191, propagate_backward_time: 64.9231338501, weight_update_time: 0.1967384964, other_time: 2.7421264648
epoch time: 9.2669305801s, input_fired_time: 0.1195221916, output_fired_time: 0.0000000000, propagate_forward_time: 8.6319875717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5154209137
validation[          , genome  5544] predictions:    9686/  10000 (96.86%), best:    9731/10000 (97.31%), error:      1018.25513, best error:       888.96100 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 111.5444259644s, input_fired_time: 0.9245259166, output_fired_time: 0.9162839055, propagate_forward_time: 42.0263175964, propagate_backward_time: 64.9326400757, weight_update_time: 0.1991790682, other_time: 2.7446670532
epoch time: 9.2132158279s, input_fired_time: 0.1187685207, output_fired_time: 0.0000000000, propagate_forward_time: 8.5889282227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5055189133
validation[          , genome  5544] predictions:    9686/  10000 (96.86%), best:    9731/10000 (97.31%), error:      1024.21448, best error:       888.96100 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 111.6545410156s, input_fired_time: 0.9229516387, output_fired_time: 0.9153248072, propagate_forward_time: 41.9070205688, propagate_backward_time: 65.1374893188, weight_update_time: 0.1996287107, other_time: 2.7717590332
epoch time: 9.0675487518s, input_fired_time: 0.1139431819, output_fired_time: 0.0000000000, propagate_forward_time: 8.4625949860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4910106659
validation[          , genome  5544] predictions:    9703/  10000 (97.03%), best:    9731/10000 (97.31%), error:       897.91302, best error:       888.96100 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 112.6525497437s, input_fired_time: 0.9298788905, output_fired_time: 0.9201664329, propagate_forward_time: 42.3610610962, propagate_backward_time: 65.6458358765, weight_update_time: 0.2019689232, other_time: 2.7956085205
epoch time: 9.0922470093s, input_fired_time: 0.1200493127, output_fired_time: 0.0000000000, propagate_forward_time: 8.4611148834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5110826492
validation[          , genome  5544] predictions:    9678/  10000 (96.78%), best:    9731/10000 (97.31%), error:      1053.35413, best error:       888.96100 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 112.1837081909s, input_fired_time: 0.9266807437, output_fired_time: 0.9177570939, propagate_forward_time: 42.1894989014, propagate_backward_time: 65.3843688965, weight_update_time: 0.2012043446, other_time: 2.7654037476
epoch time: 8.8487014771s, input_fired_time: 0.1131453589, output_fired_time: 0.0000000000, propagate_forward_time: 8.2457189560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4898366928
validation[          , genome  5544] predictions:    9713/  10000 (97.13%), best:    9731/10000 (97.31%), error:       933.94818, best error:       888.96100 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 111.1012344360s, input_fired_time: 0.9154770970, output_fired_time: 0.9104842544, propagate_forward_time: 41.6554756165, propagate_backward_time: 64.8708724976, weight_update_time: 0.1969247013, other_time: 2.7489242554
epoch time: 9.0307264328s, input_fired_time: 0.1169147566, output_fired_time: 0.0000000000, propagate_forward_time: 8.4266242981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4871873856
validation[          , genome  5544] predictions:    9712/  10000 (97.12%), best:    9731/10000 (97.31%), error:       899.08643, best error:       888.96100 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 111.8468627930s, input_fired_time: 0.9234367609, output_fired_time: 0.9238312244, propagate_forward_time: 41.9015388489, propagate_backward_time: 65.3372573853, weight_update_time: 0.1981836110, other_time: 2.7607955933
epoch time: 8.9896373749s, input_fired_time: 0.1170033067, output_fired_time: 0.0000000000, propagate_forward_time: 8.3797397614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4928941727
validation[          , genome  5544] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       857.04187, best error:       857.04187 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 112.4736175537s, input_fired_time: 0.9282638431, output_fired_time: 0.9244564772, propagate_forward_time: 42.2409057617, propagate_backward_time: 65.6046905518, weight_update_time: 0.2011295408, other_time: 2.7753067017
epoch time: 9.0093164444s, input_fired_time: 0.1180120930, output_fired_time: 0.0000000000, propagate_forward_time: 8.4103031158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810009003
validation[          , genome  5544] predictions:    9705/  10000 (97.05%), best:    9729/10000 (97.29%), error:       931.30505, best error:       857.04187 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 111.8567581177s, input_fired_time: 0.9282712340, output_fired_time: 0.9200825095, propagate_forward_time: 42.0804557800, propagate_backward_time: 65.1544570923, weight_update_time: 0.2007915974, other_time: 2.7734909058
epoch time: 8.8560285568s, input_fired_time: 0.1139867604, output_fired_time: 0.0000000000, propagate_forward_time: 8.2519540787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4900875092
validation[          , genome  5544] predictions:    9702/  10000 (97.02%), best:    9729/10000 (97.29%), error:       983.46600, best error:       857.04187 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 110.6804046631s, input_fired_time: 0.9167204499, output_fired_time: 0.9095733166, propagate_forward_time: 41.5929222107, propagate_backward_time: 64.5095367432, weight_update_time: 0.1985037476, other_time: 2.7516479492
epoch time: 9.0431098938s, input_fired_time: 0.1164548397, output_fired_time: 0.0000000000, propagate_forward_time: 8.4389047623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4877500534
validation[          , genome  5544] predictions:    9655/  10000 (96.55%), best:    9729/10000 (97.29%), error:      1108.83899, best error:       857.04187 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 111.7199554443s, input_fired_time: 0.9257384539, output_fired_time: 0.9182935357, propagate_forward_time: 41.9939308167, propagate_backward_time: 65.1187057495, weight_update_time: 0.1979325861, other_time: 2.7632827759
epoch time: 9.2077074051s, input_fired_time: 0.1177138463, output_fired_time: 0.0000000000, propagate_forward_time: 8.5913496017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986438751
validation[          , genome  5544] predictions:    9656/  10000 (96.56%), best:    9729/10000 (97.29%), error:      1149.89502, best error:       857.04187 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 111.3040084839s, input_fired_time: 0.9196753502, output_fired_time: 0.9126312733, propagate_forward_time: 41.8510437012, propagate_backward_time: 64.8657073975, weight_update_time: 0.1965881437, other_time: 2.7549514771
epoch time: 8.8188085556s, input_fired_time: 0.1146345064, output_fired_time: 0.0000000000, propagate_forward_time: 8.2167272568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4874467850
validation[          , genome  5544] predictions:    9687/  10000 (96.87%), best:    9729/10000 (97.29%), error:      1037.56885, best error:       857.04187 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 112.1195755005s, input_fired_time: 0.9226302505, output_fired_time: 0.9285963178, propagate_forward_time: 42.0882568359, propagate_backward_time: 65.4250183105, weight_update_time: 0.1998250186, other_time: 2.7550735474
epoch time: 9.0748224258s, input_fired_time: 0.1188454479, output_fired_time: 0.0000000000, propagate_forward_time: 8.4562187195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4997587204
validation[          , genome  5544] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       801.19891, best error:       801.19891 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 110.0918731689s, input_fired_time: 0.9186822176, output_fired_time: 0.9064957500, propagate_forward_time: 41.3887519836, propagate_backward_time: 64.1434860229, weight_update_time: 0.1991581917, other_time: 2.7344589233
epoch time: 8.7437982559s, input_fired_time: 0.1138621420, output_fired_time: 0.0000000000, propagate_forward_time: 8.1429080963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4870281219
validation[          , genome  5544] predictions:    9720/  10000 (97.20%), best:    9754/10000 (97.54%), error:       877.62592, best error:       801.19891 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 111.7746200562s, input_fired_time: 0.9305605888, output_fired_time: 0.9182703495, propagate_forward_time: 41.9334945679, propagate_backward_time: 65.2198104858, weight_update_time: 0.1989903003, other_time: 2.7724838257
epoch time: 8.9187698364s, input_fired_time: 0.1145276502, output_fired_time: 0.0000000000, propagate_forward_time: 8.3185701370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4856719971
validation[          , genome  5544] predictions:    9727/  10000 (97.27%), best:    9754/10000 (97.54%), error:       886.18335, best error:       801.19891 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 111.8914871216s, input_fired_time: 0.9296876788, output_fired_time: 0.9238635302, propagate_forward_time: 42.0072288513, propagate_backward_time: 65.2753753662, weight_update_time: 0.1987526119, other_time: 2.7553253174
epoch time: 9.1747541428s, input_fired_time: 0.1183317229, output_fired_time: 0.0000000000, propagate_forward_time: 8.5486240387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077981949
validation[          , genome  5544] predictions:    9705/  10000 (97.05%), best:    9754/10000 (97.54%), error:       949.36755, best error:       801.19891 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 112.0291671753s, input_fired_time: 0.9312459826, output_fired_time: 0.9225136638, propagate_forward_time: 42.1981239319, propagate_backward_time: 65.2071914673, weight_update_time: 0.1981577873, other_time: 2.7700881958
epoch time: 9.1357717514s, input_fired_time: 0.1188709065, output_fired_time: 0.0000000000, propagate_forward_time: 8.5276088715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4892921448
validation[          , genome  5544] predictions:    9712/  10000 (97.12%), best:    9754/10000 (97.54%), error:       899.94226, best error:       801.19891 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 111.5303344727s, input_fired_time: 0.9267603159, output_fired_time: 0.9151648283, propagate_forward_time: 41.9040527344, propagate_backward_time: 65.0374298096, weight_update_time: 0.1992250532, other_time: 2.7469329834
epoch time: 9.0788726807s, input_fired_time: 0.1182408780, output_fired_time: 0.0000000000, propagate_forward_time: 8.4674272537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4932041168
validation[          , genome  5544] predictions:    9680/  10000 (96.80%), best:    9754/10000 (97.54%), error:      1002.53723, best error:       801.19891 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 111.6112442017s, input_fired_time: 0.9276077151, output_fired_time: 0.9185242057, propagate_forward_time: 41.9479179382, propagate_backward_time: 65.0842285156, weight_update_time: 0.1961755306, other_time: 2.7329711914
epoch time: 8.6264600754s, input_fired_time: 0.1123569906, output_fired_time: 0.0000000000, propagate_forward_time: 8.0338087082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4802942276
validation[          , genome  5544] predictions:    9709/  10000 (97.09%), best:    9754/10000 (97.54%), error:       916.97565, best error:       801.19891 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 111.0164794922s, input_fired_time: 0.9224770069, output_fired_time: 0.9095441103, propagate_forward_time: 41.7434234619, propagate_backward_time: 64.7076644897, weight_update_time: 0.1948437691, other_time: 2.7333679199
epoch time: 9.0357398987s, input_fired_time: 0.1179773957, output_fired_time: 0.0000000000, propagate_forward_time: 8.4469413757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708213806
validation[          , genome  5544] predictions:    9676/  10000 (96.76%), best:    9754/10000 (97.54%), error:      1066.77844, best error:       801.19891 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 112.1642074585s, input_fired_time: 0.9372435212, output_fired_time: 0.9246816635, propagate_forward_time: 42.1022491455, propagate_backward_time: 65.4199829102, weight_update_time: 0.2003360540, other_time: 2.7800521851
epoch time: 8.9043359756s, input_fired_time: 0.1164286211, output_fired_time: 0.0000000000, propagate_forward_time: 8.2994651794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4884424210
validation[          , genome  5544] predictions:    9744/  10000 (97.44%), best:    9754/10000 (97.54%), error:       861.64557, best error:       801.19891 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 112.6636199951s, input_fired_time: 0.9322212934, output_fired_time: 0.9286733270, propagate_forward_time: 42.2965049744, propagate_backward_time: 65.7311401367, weight_update_time: 0.2003396451, other_time: 2.7750854492
epoch time: 8.4839181900s, input_fired_time: 0.1112569422, output_fired_time: 0.0000000000, propagate_forward_time: 7.9038367271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688248634
validation[          , genome  5544] predictions:    9691/  10000 (96.91%), best:    9754/10000 (97.54%), error:       978.75104, best error:       801.19891 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 106.4720993042s, input_fired_time: 0.8955867887, output_fired_time: 0.8756094575, propagate_forward_time: 39.9648475647, propagate_backward_time: 62.0676765442, weight_update_time: 0.1902841926, other_time: 2.6683769226
epoch time: 8.4883823395s, input_fired_time: 0.1127522960, output_fired_time: 0.0000000000, propagate_forward_time: 7.9064822197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691481590
validation[          , genome  5544] predictions:    9706/  10000 (97.06%), best:    9754/10000 (97.54%), error:       945.98895, best error:       801.19891 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 112.1839599609s, input_fired_time: 0.9329539537, output_fired_time: 0.9302053452, propagate_forward_time: 42.1535339355, propagate_backward_time: 65.4071273804, weight_update_time: 0.1992472112, other_time: 2.7601394653
epoch time: 8.8864059448s, input_fired_time: 0.1163911596, output_fired_time: 0.0000000000, propagate_forward_time: 8.2767305374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4932842255
validation[          , genome  5544] predictions:    9687/  10000 (96.87%), best:    9754/10000 (97.54%), error:      1047.71741, best error:       801.19891 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 111.4504470825s, input_fired_time: 0.9230387211, output_fired_time: 0.9189043641, propagate_forward_time: 41.8190612793, propagate_backward_time: 65.0451965332, weight_update_time: 0.1957110018, other_time: 2.7442398071
epoch time: 9.0715932846s, input_fired_time: 0.1171662509, output_fired_time: 0.0000000000, propagate_forward_time: 8.4641304016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4902963638
validation[          , genome  5544] predictions:    9687/  10000 (96.87%), best:    9754/10000 (97.54%), error:       923.39893, best error:       801.19891 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 111.7005157471s, input_fired_time: 0.9348258972, output_fired_time: 0.9145708084, propagate_forward_time: 41.9969863892, propagate_backward_time: 65.0940017700, weight_update_time: 0.1983862519, other_time: 2.7601242065
epoch time: 9.1497144699s, input_fired_time: 0.1191579401, output_fired_time: 0.0000000000, propagate_forward_time: 8.5349283218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956283569
validation[          , genome  5544] predictions:    9735/  10000 (97.35%), best:    9754/10000 (97.54%), error:       866.79657, best error:       801.19891 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 111.3878860474s, input_fired_time: 0.9242955446, output_fired_time: 0.9112757444, propagate_forward_time: 41.9969825745, propagate_backward_time: 64.8122024536, weight_update_time: 0.1985201836, other_time: 2.7431259155
epoch time: 8.9783678055s, input_fired_time: 0.1164909303, output_fired_time: 0.0000000000, propagate_forward_time: 8.3754549026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4864215851
validation[          , genome  5544] predictions:    9687/  10000 (96.87%), best:    9754/10000 (97.54%), error:      1035.37927, best error:       801.19891 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 111.5324249268s, input_fired_time: 0.9335709214, output_fired_time: 0.9128737450, propagate_forward_time: 41.9529647827, propagate_backward_time: 64.9817047119, weight_update_time: 0.1990321428, other_time: 2.7513122559
epoch time: 9.0530538559s, input_fired_time: 0.1192866266, output_fired_time: 0.0000000000, propagate_forward_time: 8.4346933365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990739822
validation[          , genome  5544] predictions:    9726/  10000 (97.26%), best:    9754/10000 (97.54%), error:       894.47693, best error:       801.19891 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 112.5460815430s, input_fired_time: 0.9409044385, output_fired_time: 0.9235035181, propagate_forward_time: 42.3744506836, propagate_backward_time: 65.5470657349, weight_update_time: 0.2036969066, other_time: 2.7601623535
epoch time: 8.6990947723s, input_fired_time: 0.1122313738, output_fired_time: 0.0000000000, propagate_forward_time: 8.1231861115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636774063
validation[          , genome  5544] predictions:    9735/  10000 (97.35%), best:    9754/10000 (97.54%), error:       886.40558, best error:       801.19891 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 111.7208938599s, input_fired_time: 0.9359874129, output_fired_time: 0.9207529426, propagate_forward_time: 42.0566368103, propagate_backward_time: 65.0449752808, weight_update_time: 0.1986822486, other_time: 2.7625350952
epoch time: 9.1144542694s, input_fired_time: 0.1176608354, output_fired_time: 0.0000000000, propagate_forward_time: 8.5051574707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4916362762
validation[          , genome  5544] predictions:    9692/  10000 (96.92%), best:    9754/10000 (97.54%), error:       969.73529, best error:       801.19891 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 112.4375610352s, input_fired_time: 0.9303363562, output_fired_time: 0.9226359129, propagate_forward_time: 42.4489250183, propagate_backward_time: 65.3706054688, weight_update_time: 0.2003477067, other_time: 2.7650604248
epoch time: 9.0401544571s, input_fired_time: 0.1203297228, output_fired_time: 0.0000000000, propagate_forward_time: 8.4247522354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4950723648
validation[          , genome  5544] predictions:    9740/  10000 (97.40%), best:    9754/10000 (97.54%), error:       818.34033, best error:       801.19891 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 111.5834350586s, input_fired_time: 0.9315401912, output_fired_time: 0.9128847718, propagate_forward_time: 41.9648399353, propagate_backward_time: 65.0146713257, weight_update_time: 0.1997608542, other_time: 2.7594985962
epoch time: 9.0031890869s, input_fired_time: 0.1177570224, output_fired_time: 0.0000000000, propagate_forward_time: 8.3890733719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963588715
validation[          , genome  5544] predictions:    9695/  10000 (96.95%), best:    9754/10000 (97.54%), error:       960.67621, best error:       801.19891 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 112.7008438110s, input_fired_time: 0.9329228997, output_fired_time: 0.9274904728, propagate_forward_time: 42.1836242676, propagate_backward_time: 65.8889846802, weight_update_time: 0.1987744719, other_time: 2.7678222656
epoch time: 9.0231685638s, input_fired_time: 0.1194544807, output_fired_time: 0.0000000000, propagate_forward_time: 8.4160270691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4876871109
validation[          , genome  5544] predictions:    9709/  10000 (97.09%), best:    9754/10000 (97.54%), error:       935.00946, best error:       801.19891 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 109.9166259766s, input_fired_time: 0.9214997292, output_fired_time: 0.9042796493, propagate_forward_time: 41.3486366272, propagate_backward_time: 64.0192031860, weight_update_time: 0.1965283304, other_time: 2.7229995728
epoch time: 8.9856853485s, input_fired_time: 0.1186059713, output_fired_time: 0.0000000000, propagate_forward_time: 8.3782005310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4888792038
validation[          , genome  5544] predictions:    9716/  10000 (97.16%), best:    9754/10000 (97.54%), error:       927.97913, best error:       801.19891 on epoch:    45, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 111.2523956299s, input_fired_time: 0.9276414514, output_fired_time: 0.9155470729, propagate_forward_time: 41.7281150818, propagate_backward_time: 64.9238510132, weight_update_time: 0.1961709708, other_time: 2.7572402954
epoch time: 8.8286647797s, input_fired_time: 0.1163943186, output_fired_time: 0.0000000000, propagate_forward_time: 8.2219295502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4903411865
validation[          , genome  5544] predictions:    9712/  10000 (97.12%), best:    9754/10000 (97.54%), error:       916.55316, best error:       801.19891 on epoch:    45, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 110.6953811646s, input_fired_time: 0.9329618216, output_fired_time: 0.9076182246, propagate_forward_time: 41.6894836426, propagate_backward_time: 64.4269256592, weight_update_time: 0.1962262988, other_time: 2.7383956909
epoch time: 9.1459779739s, input_fired_time: 0.1188913062, output_fired_time: 0.0000000000, propagate_forward_time: 8.5390806198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880056381
validation[          , genome  5544] predictions:    9744/  10000 (97.44%), best:    9754/10000 (97.54%), error:       843.23193, best error:       801.19891 on epoch:    45, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 111.6978912354s, input_fired_time: 0.9318831563, output_fired_time: 0.9151195884, propagate_forward_time: 41.9430809021, propagate_backward_time: 65.1453857422, weight_update_time: 0.1985190362, other_time: 2.7624206543
epoch time: 8.8706417084s, input_fired_time: 0.1194108725, output_fired_time: 0.0000000000, propagate_forward_time: 8.2537574768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974737167
validation[          , genome  5544] predictions:    9704/  10000 (97.04%), best:    9754/10000 (97.54%), error:       905.59741, best error:       801.19891 on epoch:    45, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 112.7064437866s, input_fired_time: 0.9368299842, output_fired_time: 0.9279548526, propagate_forward_time: 42.3669242859, propagate_backward_time: 65.7216873169, weight_update_time: 0.2000712007, other_time: 2.7530441284
epoch time: 8.7956247330s, input_fired_time: 0.1185476705, output_fired_time: 0.0000000000, propagate_forward_time: 8.1872205734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4898567200
validation[          , genome  5544] predictions:    9723/  10000 (97.23%), best:    9754/10000 (97.54%), error:       865.04852, best error:       801.19891 on epoch:    45, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 112.3734817505s, input_fired_time: 0.9422804117, output_fired_time: 0.9262690544, propagate_forward_time: 42.2658500671, propagate_backward_time: 65.4589614868, weight_update_time: 0.2001690865, other_time: 2.7801132202
epoch time: 8.9325351715s, input_fired_time: 0.1171239838, output_fired_time: 0.0000000000, propagate_forward_time: 8.3283863068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4870252609
validation[          , genome  5544] predictions:    9719/  10000 (97.19%), best:    9754/10000 (97.54%), error:       900.96423, best error:       801.19891 on epoch:    45, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 110.8345413208s, input_fired_time: 0.9270322919, output_fired_time: 0.9132519364, propagate_forward_time: 41.8098487854, propagate_backward_time: 64.4440612793, weight_update_time: 0.1962011606, other_time: 2.7403411865
epoch time: 9.0994415283s, input_fired_time: 0.1184461862, output_fired_time: 0.0000000000, propagate_forward_time: 8.4915590286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4894361496
validation[          , genome  5544] predictions:    9697/  10000 (96.97%), best:    9754/10000 (97.54%), error:       981.51666, best error:       801.19891 on epoch:    45, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 111.3791656494s, input_fired_time: 0.9296621680, output_fired_time: 0.9157797098, propagate_forward_time: 41.6710624695, propagate_backward_time: 65.1094894409, weight_update_time: 0.1959341615, other_time: 2.7531661987
epoch time: 8.8756332397s, input_fired_time: 0.1199923009, output_fired_time: 0.0000000000, propagate_forward_time: 8.2728948593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4827461243
validation[          , genome  5544] predictions:    9707/  10000 (97.07%), best:    9754/10000 (97.54%), error:       890.76892, best error:       801.19891 on epoch:    45, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 110.8932189941s, input_fired_time: 0.9310044050, output_fired_time: 0.9059207439, propagate_forward_time: 41.6367874146, propagate_backward_time: 64.6768112183, weight_update_time: 0.1971187592, other_time: 2.7426910400
epoch time: 9.0776796341s, input_fired_time: 0.1189331636, output_fired_time: 0.0000000000, propagate_forward_time: 8.4697799683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4889669418
validation[          , genome  5544] predictions:    9643/  10000 (96.43%), best:    9754/10000 (97.54%), error:      1171.50708, best error:       801.19891 on epoch:    45, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 111.0048217773s, input_fired_time: 0.9307370782, output_fired_time: 0.9142369032, propagate_forward_time: 41.5914154053, propagate_backward_time: 64.8127059937, weight_update_time: 0.2007065415, other_time: 2.7557220459
epoch time: 9.0889530182s, input_fired_time: 0.1183643267, output_fired_time: 0.0000000000, propagate_forward_time: 8.4870786667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4835100174
validation[          , genome  5544] predictions:    9715/  10000 (97.15%), best:    9754/10000 (97.54%), error:       922.33978, best error:       801.19891 on epoch:    45, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 110.9864578247s, input_fired_time: 0.9345887303, output_fired_time: 0.9102863073, propagate_forward_time: 41.6459922791, propagate_backward_time: 64.7478942871, weight_update_time: 0.1988968998, other_time: 2.7476959229
epoch time: 9.0064764023s, input_fired_time: 0.1194763482, output_fired_time: 0.0000000000, propagate_forward_time: 8.3931713104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4938287735
validation[          , genome  5544] predictions:    9711/  10000 (97.11%), best:    9754/10000 (97.54%), error:       967.22235, best error:       801.19891 on epoch:    45, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 112.2301483154s, input_fired_time: 0.9404538870, output_fired_time: 0.9145191908, propagate_forward_time: 42.2454795837, propagate_backward_time: 65.3556365967, weight_update_time: 0.1984600723, other_time: 2.7740631104
epoch time: 9.1640663147s, input_fired_time: 0.1217298210, output_fired_time: 0.0000000000, propagate_forward_time: 8.5443935394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4979429245
validation[          , genome  5544] predictions:    9716/  10000 (97.16%), best:    9754/10000 (97.54%), error:       954.45422, best error:       801.19891 on epoch:    45, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 112.4753723145s, input_fired_time: 0.9369945526, output_fired_time: 0.9272170663, propagate_forward_time: 42.2929763794, propagate_backward_time: 65.5378799438, weight_update_time: 0.1998552829, other_time: 2.7803039551
epoch time: 9.2658777237s, input_fired_time: 0.1223534793, output_fired_time: 0.0000000000, propagate_forward_time: 8.6439332962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995908737
validation[          , genome  5544] predictions:    9698/  10000 (96.98%), best:    9754/10000 (97.54%), error:      1000.78345, best error:       801.19891 on epoch:    45, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 112.1074371338s, input_fired_time: 0.9394656420, output_fired_time: 0.9192530513, propagate_forward_time: 42.1773223877, propagate_backward_time: 65.3029937744, weight_update_time: 0.1992810965, other_time: 2.7684020996
epoch time: 8.9437513351s, input_fired_time: 0.1181825548, output_fired_time: 0.0000000000, propagate_forward_time: 8.3342304230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4913387299
validation[          , genome  5544] predictions:    9741/  10000 (97.41%), best:    9754/10000 (97.54%), error:       852.32495, best error:       801.19891 on epoch:    45, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 111.6834640503s, input_fired_time: 0.9369150400, output_fired_time: 0.9133403897, propagate_forward_time: 41.9872169495, propagate_backward_time: 65.0771560669, weight_update_time: 0.1991639882, other_time: 2.7688369751
epoch time: 8.3466892242s, input_fired_time: 0.1104533821, output_fired_time: 0.0000000000, propagate_forward_time: 7.7717304230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4645051956
validation[          , genome  5544] predictions:    9703/  10000 (97.03%), best:    9754/10000 (97.54%), error:       935.49536, best error:       801.19891 on epoch:    45, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 111.5971603394s, input_fired_time: 0.9358757734, output_fired_time: 0.9109857678, propagate_forward_time: 41.9187927246, propagate_backward_time: 65.0627288818, weight_update_time: 0.2013854235, other_time: 2.7687759399
epoch time: 8.9050712585s, input_fired_time: 0.1190858930, output_fired_time: 0.0000000000, propagate_forward_time: 8.2990770340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4869079590
validation[          , genome  5544] predictions:    9755/  10000 (97.55%), best:    9754/10000 (97.54%), error:       863.87439, best error:       801.19891 on epoch:    45, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 111.6384735107s, input_fired_time: 0.9409062862, output_fired_time: 0.9139750600, propagate_forward_time: 41.8556098938, propagate_backward_time: 65.1554794312, weight_update_time: 0.1980398893, other_time: 2.7724990845
epoch time: 8.3364248276s, input_fired_time: 0.1123894230, output_fired_time: 0.0000000000, propagate_forward_time: 7.7573084831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667267799
validation[          , genome  5544] predictions:    9706/  10000 (97.06%), best:    9754/10000 (97.54%), error:       936.14655, best error:       801.19891 on epoch:    45, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 111.4750823975s, input_fired_time: 0.9373490214, output_fired_time: 0.9211285710, propagate_forward_time: 41.8745079041, propagate_backward_time: 64.9876480103, weight_update_time: 0.1989515573, other_time: 2.7544479370
epoch time: 8.9448194504s, input_fired_time: 0.1204321161, output_fired_time: 0.0000000000, propagate_forward_time: 8.3355941772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4887933731
validation[          , genome  5544] predictions:    9729/  10000 (97.29%), best:    9754/10000 (97.54%), error:       900.06927, best error:       801.19891 on epoch:    45, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 112.0912399292s, input_fired_time: 0.9433685541, output_fired_time: 0.9164867401, propagate_forward_time: 42.1519393921, propagate_backward_time: 65.3065719604, weight_update_time: 0.2008877695, other_time: 2.7728729248
epoch time: 9.0214452744s, input_fired_time: 0.1197607666, output_fired_time: 0.0000000000, propagate_forward_time: 8.4129877090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4886970520
validation[          , genome  5544] predictions:    9718/  10000 (97.18%), best:    9754/10000 (97.54%), error:       908.90564, best error:       801.19891 on epoch:    45, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 111.8717422485s, input_fired_time: 0.9473916292, output_fired_time: 0.9254013300, propagate_forward_time: 42.1459655762, propagate_backward_time: 65.0985260010, weight_update_time: 0.1995271891, other_time: 2.7544555664
epoch time: 9.1616067886s, input_fired_time: 0.1203065887, output_fired_time: 0.0000000000, propagate_forward_time: 8.5460128784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952869415
validation[          , genome  5544] predictions:    9695/  10000 (96.95%), best:    9754/10000 (97.54%), error:       996.92578, best error:       801.19891 on epoch:    45, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 111.7134323120s, input_fired_time: 0.9420877695, output_fired_time: 0.9233371615, propagate_forward_time: 41.8646240234, propagate_backward_time: 65.2130508423, weight_update_time: 0.2002128810, other_time: 2.7703323364
epoch time: 9.0791616440s, input_fired_time: 0.1193894893, output_fired_time: 0.0000000000, propagate_forward_time: 8.4596643448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001077652
validation[          , genome  5544] predictions:    9682/  10000 (96.82%), best:    9754/10000 (97.54%), error:      1041.22241, best error:       801.19891 on epoch:    45, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 112.4231643677s, input_fired_time: 0.9442428350, output_fired_time: 0.9228844047, propagate_forward_time: 42.2180290222, propagate_backward_time: 65.5750732422, weight_update_time: 0.2018633932, other_time: 2.7629394531
epoch time: 8.9425258636s, input_fired_time: 0.1203617826, output_fired_time: 0.0000000000, propagate_forward_time: 8.3312044144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4909601212
validation[          , genome  5544] predictions:    9702/  10000 (97.02%), best:    9754/10000 (97.54%), error:       983.37823, best error:       801.19891 on epoch:    45, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 112.1904220581s, input_fired_time: 0.9494222999, output_fired_time: 0.9208465219, propagate_forward_time: 42.1204986572, propagate_backward_time: 65.4153060913, weight_update_time: 0.1983577162, other_time: 2.7843475342
epoch time: 9.0864477158s, input_fired_time: 0.1205238178, output_fired_time: 0.0000000000, propagate_forward_time: 8.4673366547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985876083
validation[          , genome  5544] predictions:    9745/  10000 (97.45%), best:    9754/10000 (97.54%), error:       808.43805, best error:       801.19891 on epoch:    45, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 111.8182220459s, input_fired_time: 0.9355658293, output_fired_time: 0.9181818366, propagate_forward_time: 41.9993209839, propagate_backward_time: 65.2080459595, weight_update_time: 0.1977442652, other_time: 2.7571105957
epoch time: 8.9160690308s, input_fired_time: 0.1189670265, output_fired_time: 0.0000000000, propagate_forward_time: 8.3066577911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4904441833
validation[          , genome  5544] predictions:    9724/  10000 (97.24%), best:    9754/10000 (97.54%), error:       894.00098, best error:       801.19891 on epoch:    45, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 111.8097534180s, input_fired_time: 0.9434430003, output_fired_time: 0.9209114909, propagate_forward_time: 41.9792900085, propagate_backward_time: 65.1898422241, weight_update_time: 0.1995829195, other_time: 2.7762680054
epoch time: 9.1110658646s, input_fired_time: 0.1221091077, output_fired_time: 0.0000000000, propagate_forward_time: 8.4917335510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4972229004
validation[          , genome  5544] predictions:    9708/  10000 (97.08%), best:    9754/10000 (97.54%), error:       901.05707, best error:       801.19891 on epoch:    45, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 111.5745697021s, input_fired_time: 0.9406369328, output_fired_time: 0.9193295836, propagate_forward_time: 42.0590744019, propagate_backward_time: 64.8951873779, weight_update_time: 0.1976658404, other_time: 2.7603454590
epoch time: 9.0905332565s, input_fired_time: 0.1209115908, output_fired_time: 0.0000000000, propagate_forward_time: 8.4699497223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4996719360
validation[          , genome  5544] predictions:    9728/  10000 (97.28%), best:    9754/10000 (97.54%), error:       883.65662, best error:       801.19891 on epoch:    45, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 111.1711959839s, input_fired_time: 0.9417955875, output_fired_time: 0.9144787788, propagate_forward_time: 41.8376464844, propagate_backward_time: 64.7126388550, weight_update_time: 0.1975204200, other_time: 2.7646331787
epoch time: 9.1364831924s, input_fired_time: 0.1187943146, output_fired_time: 0.0000000000, propagate_forward_time: 8.5298576355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4878311157
validation[          , genome  5544] predictions:    9746/  10000 (97.46%), best:    9754/10000 (97.54%), error:       823.28973, best error:       801.19891 on epoch:    45, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 112.7311172485s, input_fired_time: 0.9461619854, output_fired_time: 0.9197245240, propagate_forward_time: 42.3626480103, propagate_backward_time: 65.7141723633, weight_update_time: 0.2021769136, other_time: 2.7884140015
epoch time: 9.1679658890s, input_fired_time: 0.1210633442, output_fired_time: 0.0000000000, propagate_forward_time: 8.5534400940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4934625626
validation[          , genome  5544] predictions:    9723/  10000 (97.23%), best:    9754/10000 (97.54%), error:       878.43396, best error:       801.19891 on epoch:    45, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 110.8121032715s, input_fired_time: 0.9393823147, output_fired_time: 0.9118983746, propagate_forward_time: 41.5564155579, propagate_backward_time: 64.6456604004, weight_update_time: 0.1981587708, other_time: 2.7587432861
epoch time: 9.2891597748s, input_fired_time: 0.1216461360, output_fired_time: 0.0000000000, propagate_forward_time: 8.6726799011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4948339462
validation[          , genome  5544] predictions:    9742/  10000 (97.42%), best:    9754/10000 (97.54%), error:       805.24420, best error:       801.19891 on epoch:    45, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 112.8998870850s, input_fired_time: 0.9472499490, output_fired_time: 0.9286612868, propagate_forward_time: 42.4228363037, propagate_backward_time: 65.8191604614, weight_update_time: 0.2002776414, other_time: 2.7819824219
epoch time: 8.6407337189s, input_fired_time: 0.1183678508, output_fired_time: 0.0000000000, propagate_forward_time: 8.0385723114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4837932587
validation[          , genome  5544] predictions:    9725/  10000 (97.25%), best:    9754/10000 (97.54%), error:       893.85455, best error:       801.19891 on epoch:    45, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 110.4637680054s, input_fired_time: 0.9379251003, output_fired_time: 0.9101411104, propagate_forward_time: 41.5865745544, propagate_backward_time: 64.2948379517, weight_update_time: 0.1969144642, other_time: 2.7342910767
epoch time: 9.0784769058s, input_fired_time: 0.1199143827, output_fired_time: 0.0000000000, propagate_forward_time: 8.4618635178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966993332
validation[          , genome  5544] predictions:    9734/  10000 (97.34%), best:    9754/10000 (97.54%), error:       869.91772, best error:       801.19891 on epoch:    45, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 111.6063308716s, input_fired_time: 0.9423922300, output_fired_time: 0.9198598862, propagate_forward_time: 42.0597648621, propagate_backward_time: 64.9205627441, weight_update_time: 0.2001054287, other_time: 2.7637481689
epoch time: 8.9489364624s, input_fired_time: 0.1199536026, output_fired_time: 0.0000000000, propagate_forward_time: 8.3365230560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4924602509
validation[          , genome  5544] predictions:    9716/  10000 (97.16%), best:    9754/10000 (97.54%), error:       940.98346, best error:       801.19891 on epoch:    45, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 111.8271102905s, input_fired_time: 0.9500837922, output_fired_time: 0.9243476391, propagate_forward_time: 42.0501785278, propagate_backward_time: 65.1291656494, weight_update_time: 0.1997879893, other_time: 2.7733383179
epoch time: 9.2187213898s, input_fired_time: 0.1236103401, output_fired_time: 0.0000000000, propagate_forward_time: 8.5972900391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978208542
validation[          , genome  5544] predictions:    9705/  10000 (97.05%), best:    9754/10000 (97.54%), error:       939.90912, best error:       801.19891 on epoch:    45, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 110.3832931519s, input_fired_time: 0.9337329268, output_fired_time: 0.9111249447, propagate_forward_time: 41.4530754089, propagate_backward_time: 64.3335952759, weight_update_time: 0.1969339252, other_time: 2.7517623901
epoch time: 9.1203145981s, input_fired_time: 0.1219372749, output_fired_time: 0.0000000000, propagate_forward_time: 8.5130043030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4853725433
validation[          , genome  5544] predictions:    9698/  10000 (96.98%), best:    9754/10000 (97.54%), error:       967.80048, best error:       801.19891 on epoch:    45, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 111.4400024414s, input_fired_time: 0.9425963759, output_fired_time: 0.9130172133, propagate_forward_time: 41.8458442688, propagate_backward_time: 64.9740447998, weight_update_time: 0.1971775293, other_time: 2.7644958496
epoch time: 8.5479726791s, input_fired_time: 0.1148362085, output_fired_time: 0.0000000000, propagate_forward_time: 7.9524397850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806971550
validation[          , genome  5544] predictions:    9709/  10000 (97.09%), best:    9754/10000 (97.54%), error:       951.78888, best error:       801.19891 on epoch:    45, 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: 45.4443016052s, input_fired_time: 0.5917265415, output_fired_time: 0.0000000000, propagate_forward_time: 42.3500061035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5025672913
best training[          , genome  5544] predictions:   49400/  50000 (98.80%), best:    9754/10000 (97.54%), error:      2177.41235, best error:       801.19891 on epoch:    45, 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: 9.1154937744s, input_fired_time: 0.1182328984, output_fired_time: 0.0000000000, propagate_forward_time: 8.4963426590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009183884
   testing[          , genome  5544] predictions:    9771/  10000 (97.71%), best:    9754/10000 (97.54%), error:       790.95874, best error:       801.19891 on epoch:    45, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:40:13 (4072): called boinc_finish(0)

</stderr_txt>
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