Nameexact_genome_1512568488_42_7110_1
Workunit2606747
Created7 Dec 2017, 23:49:21 UTC
Sent7 Dec 2017, 23:55:55 UTC
Report deadline15 Dec 2017, 17:16:50 UTC
Received9 Dec 2017, 13:23:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47248
Run time5 hours 18 min 45 sec
CPU time4 hours 4 min 43 sec
Validate stateValid
Credit1,930.72
Device peak FLOPS2.62 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.29 MB
Peak swap size159.91 MB
Peak disk usage2.54 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
     , genome  7110] predictions:    9729/  10000 (97.29%), best:    9728/10000 (97.28%), error:       909.03979, best error:       890.71680 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 220.0640869141s, input_fired_time: 2.0392522812, output_fired_time: 2.9846234322, propagate_forward_time: 83.1434020996, propagate_backward_time: 126.3822860718, weight_update_time: 0.1858823746, other_time: 5.5145339966
epoch time: 18.3145523071s, input_fired_time: 0.4784628749, output_fired_time: 0.0000000000, propagate_forward_time: 16.9875869751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8485031128
validation[          , genome  7110] predictions:    9732/  10000 (97.32%), best:    9728/10000 (97.28%), error:       911.29028, best error:       890.71680 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 219.8021850586s, input_fired_time: 1.4029521942, output_fired_time: 2.9387261868, propagate_forward_time: 86.7474746704, propagate_backward_time: 123.8155593872, weight_update_time: 0.1998353601, other_time: 4.8974838257
epoch time: 17.6761550903s, input_fired_time: 0.1690441519, output_fired_time: 0.0000000000, propagate_forward_time: 16.9718780518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5352325439
validation[          , genome  7110] predictions:    9507/  10000 (95.07%), best:    9728/10000 (97.28%), error:      1558.88184, best error:       890.71680 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 223.0978240967s, input_fired_time: 2.1145062447, output_fired_time: 1.9660685062, propagate_forward_time: 86.4460830688, propagate_backward_time: 128.0306549072, weight_update_time: 0.1833769083, other_time: 4.5405120850
epoch time: 17.4624328613s, input_fired_time: 0.1730906218, output_fired_time: 0.0000000000, propagate_forward_time: 15.7624425888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5269002914
validation[          , genome  7110] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       883.16895, best error:       883.16895 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 220.4205627441s, input_fired_time: 1.7302234173, output_fired_time: 2.8766593933, propagate_forward_time: 86.3950500488, propagate_backward_time: 124.8627853394, weight_update_time: 0.1825821847, other_time: 4.5558395386
epoch time: 17.6259403229s, input_fired_time: 0.1987456828, output_fired_time: 0.0000000000, propagate_forward_time: 16.6034469604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8237476349
validation[          , genome  7110] predictions:    9681/  10000 (96.81%), best:    9731/10000 (97.31%), error:      1041.47205, best error:       883.16895 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 221.9390869141s, input_fired_time: 2.0929346085, output_fired_time: 2.6813573837, propagate_forward_time: 86.2053298950, propagate_backward_time: 127.2647247314, weight_update_time: 0.1983044893, other_time: 3.6947479248
epoch time: 17.8661231995s, input_fired_time: 0.1679875702, output_fired_time: 0.0000000000, propagate_forward_time: 17.1869144440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5112209320
validation[          , genome  7110] predictions:    9718/  10000 (97.18%), best:    9731/10000 (97.31%), error:       890.44556, best error:       883.16895 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 221.1712799072s, input_fired_time: 1.7104709148, output_fired_time: 2.3156077862, propagate_forward_time: 84.7510681152, propagate_backward_time: 128.6935424805, weight_update_time: 0.2040256858, other_time: 3.7005920410
epoch time: 17.5593338013s, input_fired_time: 0.1677986085, output_fired_time: 0.0000000000, propagate_forward_time: 15.9423294067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4492053986
validation[          , genome  7110] predictions:    9706/  10000 (97.06%), best:    9731/10000 (97.31%), error:       944.47034, best error:       883.16895 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 221.0179290771s, input_fired_time: 1.4240500927, output_fired_time: 2.3006238937, propagate_forward_time: 83.5058059692, propagate_backward_time: 130.2492980957, weight_update_time: 0.2082182169, other_time: 3.5381469727
epoch time: 17.6721439362s, input_fired_time: 0.1703572869, output_fired_time: 0.0000000000, propagate_forward_time: 16.9865036011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152835846
validation[          , genome  7110] predictions:    9723/  10000 (97.23%), best:    9731/10000 (97.31%), error:       919.81415, best error:       883.16895 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 220.2529449463s, input_fired_time: 1.6983664036, output_fired_time: 2.0099010468, propagate_forward_time: 83.4885025024, propagate_backward_time: 129.3944091797, weight_update_time: 0.5268662572, other_time: 3.6617736816
epoch time: 18.1307754517s, input_fired_time: 0.1684884280, output_fired_time: 0.0000000000, propagate_forward_time: 17.4381828308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5241050720
validation[          , genome  7110] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       858.32843, best error:       858.32843 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 219.5591735840s, input_fired_time: 1.7388793230, output_fired_time: 2.2910406590, propagate_forward_time: 80.2684783936, propagate_backward_time: 129.0604705811, weight_update_time: 0.4952396452, other_time: 6.2003021240
epoch time: 17.5673923492s, input_fired_time: 0.1717334092, output_fired_time: 0.0000000000, propagate_forward_time: 16.5689792633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8266792297
validation[          , genome  7110] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       832.51770, best error:       832.51770 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 219.7476043701s, input_fired_time: 1.7641707659, output_fired_time: 1.7119762897, propagate_forward_time: 85.1790161133, propagate_backward_time: 126.5199050903, weight_update_time: 0.1933603138, other_time: 4.5725326538
epoch time: 17.9170112610s, input_fired_time: 0.4823998809, output_fired_time: 0.0000000000, propagate_forward_time: 16.9157218933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5188903809
validation[          , genome  7110] predictions:    9728/  10000 (97.28%), best:    9747/10000 (97.47%), error:       874.09515, best error:       832.51770 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 218.9656524658s, input_fired_time: 1.4356551170, output_fired_time: 1.3409756422, propagate_forward_time: 83.6017761230, propagate_backward_time: 127.7515716553, weight_update_time: 0.1836068630, other_time: 4.8356781006
epoch time: 18.2054080963s, input_fired_time: 0.2134868056, output_fired_time: 0.0000000000, propagate_forward_time: 17.4595813751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5323390961
validation[          , genome  7110] predictions:    9727/  10000 (97.27%), best:    9747/10000 (97.47%), error:       858.84674, best error:       832.51770 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 220.5580749512s, input_fired_time: 2.0120244026, output_fired_time: 1.6994826794, propagate_forward_time: 87.6869964600, propagate_backward_time: 125.1234130859, weight_update_time: 0.5177434683, other_time: 4.0361633301
epoch time: 17.9778137207s, input_fired_time: 0.1723946035, output_fired_time: 0.0000000000, propagate_forward_time: 16.9405479431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8648719788
validation[          , genome  7110] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       829.70459, best error:       829.70459 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 219.7134857178s, input_fired_time: 2.7910327911, output_fired_time: 1.6904989481, propagate_forward_time: 85.5722961426, propagate_backward_time: 125.8221359253, weight_update_time: 0.1824930757, other_time: 3.8375167847
epoch time: 17.8812770844s, input_fired_time: 0.1850784719, output_fired_time: 0.0000000000, propagate_forward_time: 16.8600635529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8361358643
validation[          , genome  7110] predictions:    9731/  10000 (97.31%), best:    9746/10000 (97.46%), error:       880.75299, best error:       829.70459 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 220.2499389648s, input_fired_time: 2.0730147362, output_fired_time: 1.6936268806, propagate_forward_time: 86.2805175781, propagate_backward_time: 125.6580200195, weight_update_time: 0.1828094870, other_time: 4.5447540283
epoch time: 18.3808536530s, input_fired_time: 0.2469552010, output_fired_time: 0.0000000000, propagate_forward_time: 17.5283393860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6055583954
validation[          , genome  7110] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       777.35620, best error:       777.35620 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 220.3344726563s, input_fired_time: 2.3650002480, output_fired_time: 1.6734436750, propagate_forward_time: 83.6651916504, propagate_backward_time: 128.7385864258, weight_update_time: 0.8092986941, other_time: 3.8922424316
epoch time: 17.8480262756s, input_fired_time: 0.1694128662, output_fired_time: 0.0000000000, propagate_forward_time: 16.8242988586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8543148041
validation[          , genome  7110] predictions:    9726/  10000 (97.26%), best:    9774/10000 (97.74%), error:       911.19641, best error:       777.35620 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 221.2886810303s, input_fired_time: 2.0508389473, output_fired_time: 1.6397801638, propagate_forward_time: 84.4919967651, propagate_backward_time: 128.4769134521, weight_update_time: 0.1860990077, other_time: 4.6291351318
epoch time: 18.0280323029s, input_fired_time: 0.1695855111, output_fired_time: 0.0000000000, propagate_forward_time: 17.0187225342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8397235870
validation[          , genome  7110] predictions:    9755/  10000 (97.55%), best:    9774/10000 (97.74%), error:       821.24280, best error:       777.35620 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 220.2723999023s, input_fired_time: 2.3362092972, output_fired_time: 1.6513413191, propagate_forward_time: 87.1514434814, propagate_backward_time: 125.5431289673, weight_update_time: 0.4964210689, other_time: 3.5902786255
epoch time: 18.0791168213s, input_fired_time: 0.2040331215, output_fired_time: 0.0000000000, propagate_forward_time: 17.0332813263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8418025970
validation[          , genome  7110] predictions:    9706/  10000 (97.06%), best:    9774/10000 (97.74%), error:       925.84491, best error:       777.35620 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 221.0600891113s, input_fired_time: 2.3997416496, output_fired_time: 1.6850706339, propagate_forward_time: 84.8401489258, propagate_backward_time: 129.1227264404, weight_update_time: 0.1994531602, other_time: 3.0124053955
epoch time: 17.9877777100s, input_fired_time: 0.2176864296, output_fired_time: 0.0000000000, propagate_forward_time: 17.2549476624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151443481
validation[          , genome  7110] predictions:    9692/  10000 (96.92%), best:    9774/10000 (97.74%), error:       972.34955, best error:       777.35620 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 221.4773712158s, input_fired_time: 1.4541782141, output_fired_time: 1.7318022251, propagate_forward_time: 85.8803176880, propagate_backward_time: 129.0319213867, weight_update_time: 0.1900287271, other_time: 3.3791503906
epoch time: 17.5701580048s, input_fired_time: 0.2013862878, output_fired_time: 0.0000000000, propagate_forward_time: 16.4985866547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8701858521
validation[          , genome  7110] predictions:    9722/  10000 (97.22%), best:    9774/10000 (97.74%), error:       919.24609, best error:       777.35620 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 221.4585266113s, input_fired_time: 2.0011258125, output_fired_time: 3.2387759686, propagate_forward_time: 81.7466888428, propagate_backward_time: 129.6528625488, weight_update_time: 0.1839443743, other_time: 4.8190765381
epoch time: 18.0234546661s, input_fired_time: 0.1850984097, output_fired_time: 0.0000000000, propagate_forward_time: 16.9973278046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8410282135
validation[          , genome  7110] predictions:    9622/  10000 (96.22%), best:    9774/10000 (97.74%), error:      1218.93689, best error:       777.35620 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 219.7379913330s, input_fired_time: 1.9936301708, output_fired_time: 1.9910628796, propagate_forward_time: 82.1572036743, propagate_backward_time: 128.7796325684, weight_update_time: 0.1838168502, other_time: 4.8164672852
epoch time: 17.9975299835s, input_fired_time: 0.4924911261, output_fired_time: 0.0000000000, propagate_forward_time: 16.6303882599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8746509552
validation[          , genome  7110] predictions:    9730/  10000 (97.30%), best:    9774/10000 (97.74%), error:       885.59119, best error:       777.35620 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 223.8553771973s, input_fired_time: 2.7734463215, output_fired_time: 1.4502946138, propagate_forward_time: 83.8536605835, propagate_backward_time: 131.5599060059, weight_update_time: 0.5264693499, other_time: 4.2180480957
epoch time: 17.5621528625s, input_fired_time: 0.1746920645, output_fired_time: 0.0000000000, propagate_forward_time: 16.5438175201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8436431885
validation[          , genome  7110] predictions:    9743/  10000 (97.43%), best:    9774/10000 (97.74%), error:       855.96997, best error:       777.35620 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 224.1619262695s, input_fired_time: 3.2493190765, output_fired_time: 2.0118570328, propagate_forward_time: 84.1285476685, propagate_backward_time: 129.3441162109, weight_update_time: 0.1841210574, other_time: 5.4281005859
epoch time: 18.5426578522s, input_fired_time: 0.4998107851, output_fired_time: 0.0000000000, propagate_forward_time: 17.1780929565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8647537231
validation[          , genome  7110] predictions:    9717/  10000 (97.17%), best:    9774/10000 (97.74%), error:       900.73517, best error:       777.35620 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 223.8271026611s, input_fired_time: 1.7588435411, output_fired_time: 2.0057654381, propagate_forward_time: 87.6290740967, propagate_backward_time: 128.3898773193, weight_update_time: 0.1985416561, other_time: 4.0435333252
epoch time: 18.1576766968s, input_fired_time: 0.2387183309, output_fired_time: 0.0000000000, propagate_forward_time: 17.3994312286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5195274353
validation[          , genome  7110] predictions:    9743/  10000 (97.43%), best:    9774/10000 (97.74%), error:       827.68890, best error:       777.35620 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 223.7903900146s, input_fired_time: 1.7861731052, output_fired_time: 2.6656384468, propagate_forward_time: 85.3334884644, propagate_backward_time: 129.1675567627, weight_update_time: 0.4963848889, other_time: 4.8375396729
epoch time: 17.5890331268s, input_fired_time: 0.1707716584, output_fired_time: 0.0000000000, propagate_forward_time: 16.2634487152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1548118591
validation[          , genome  7110] predictions:    9748/  10000 (97.48%), best:    9774/10000 (97.74%), error:       874.08557, best error:       777.35620 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 221.7464599609s, input_fired_time: 2.4337878227, output_fired_time: 1.7363868952, propagate_forward_time: 84.7123413086, propagate_backward_time: 129.1973876953, weight_update_time: 0.1838881373, other_time: 3.6665496826
epoch time: 18.0572147369s, input_fired_time: 0.2217641473, output_fired_time: 0.0000000000, propagate_forward_time: 16.9640598297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8713912964
validation[          , genome  7110] predictions:    9746/  10000 (97.46%), best:    9774/10000 (97.74%), error:       847.79724, best error:       777.35620 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 223.5390167236s, input_fired_time: 2.3882088661, output_fired_time: 1.9605671167, propagate_forward_time: 85.3403778076, propagate_backward_time: 128.6061401367, weight_update_time: 0.2407019883, other_time: 5.2437133789
epoch time: 17.5108985901s, input_fired_time: 0.1865974814, output_fired_time: 0.0000000000, propagate_forward_time: 16.7942638397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5300369263
validation[          , genome  7110] predictions:    9732/  10000 (97.32%), best:    9774/10000 (97.74%), error:       892.35815, best error:       777.35620 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 224.3118591309s, input_fired_time: 2.7046856880, output_fired_time: 1.3516616821, propagate_forward_time: 85.3176574707, propagate_backward_time: 130.0272216797, weight_update_time: 0.2167910039, other_time: 4.9106445313
epoch time: 18.2652015686s, input_fired_time: 0.4865768552, output_fired_time: 0.0000000000, propagate_forward_time: 16.9414520264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8371734619
validation[          , genome  7110] predictions:    9750/  10000 (97.50%), best:    9774/10000 (97.74%), error:       849.49445, best error:       777.35620 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 224.5288238525s, input_fired_time: 2.3253433704, output_fired_time: 1.7611296177, propagate_forward_time: 84.6900939941, propagate_backward_time: 131.1178436279, weight_update_time: 0.5400853157, other_time: 4.6344146729
epoch time: 18.1014575958s, input_fired_time: 0.2366824448, output_fired_time: 0.0000000000, propagate_forward_time: 16.9818401337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8829345703
validation[          , genome  7110] predictions:    9741/  10000 (97.41%), best:    9774/10000 (97.74%), error:       823.57880, best error:       777.35620 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 225.5187377930s, input_fired_time: 2.1548821926, output_fired_time: 1.6339074373, propagate_forward_time: 85.6563491821, propagate_backward_time: 132.1407318115, weight_update_time: 0.1826830655, other_time: 3.9328765869
epoch time: 17.4492321014s, input_fired_time: 0.4838437140, output_fired_time: 0.0000000000, propagate_forward_time: 16.1256618500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8397274017
validation[          , genome  7110] predictions:    9716/  10000 (97.16%), best:    9774/10000 (97.74%), error:      1000.52637, best error:       777.35620 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 223.9001464844s, input_fired_time: 2.1065516472, output_fired_time: 3.2395839691, propagate_forward_time: 86.3304672241, propagate_backward_time: 127.5806884766, weight_update_time: 0.1840504557, other_time: 4.6428527832
epoch time: 18.5176200867s, input_fired_time: 0.2172659487, output_fired_time: 0.0000000000, propagate_forward_time: 17.0944347382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2059192657
validation[          , genome  7110] predictions:    9703/  10000 (97.03%), best:    9774/10000 (97.74%), error:       925.96149, best error:       777.35620 on epoch:    28, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 228.0594635010s, input_fired_time: 2.4157631397, output_fired_time: 2.4374969006, propagate_forward_time: 83.7153701782, propagate_backward_time: 135.1136627197, weight_update_time: 0.1839977503, other_time: 4.3771820068
epoch time: 18.4245052338s, input_fired_time: 0.4983474612, output_fired_time: 0.0000000000, propagate_forward_time: 17.3794536591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467033386
validation[          , genome  7110] predictions:    9741/  10000 (97.41%), best:    9774/10000 (97.74%), error:       883.27502, best error:       777.35620 on epoch:    28, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 222.6229095459s, input_fired_time: 2.3801298141, output_fired_time: 2.0161387920, propagate_forward_time: 86.8513488770, propagate_backward_time: 127.1109619141, weight_update_time: 0.1846311688, other_time: 4.2643280029
epoch time: 18.3243865967s, input_fired_time: 0.1732769907, output_fired_time: 0.0000000000, propagate_forward_time: 17.6194057465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5317039490
validation[          , genome  7110] predictions:    9721/  10000 (97.21%), best:    9774/10000 (97.74%), error:       861.92767, best error:       777.35620 on epoch:    28, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 221.5167083740s, input_fired_time: 2.7202093601, output_fired_time: 1.9516474009, propagate_forward_time: 83.9352188110, propagate_backward_time: 127.7188186646, weight_update_time: 0.1828643680, other_time: 5.1908187866
epoch time: 17.6238594055s, input_fired_time: 0.1714302748, output_fired_time: 0.0000000000, propagate_forward_time: 16.9234409332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5289878845
validation[          , genome  7110] predictions:    9734/  10000 (97.34%), best:    9774/10000 (97.74%), error:       860.54364, best error:       777.35620 on epoch:    28, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 221.5656127930s, input_fired_time: 2.4496898651, output_fired_time: 2.6594011784, propagate_forward_time: 85.1173171997, propagate_backward_time: 126.4961242676, weight_update_time: 0.1829897016, other_time: 4.8430786133
epoch time: 18.1843070984s, input_fired_time: 0.1856505126, output_fired_time: 0.0000000000, propagate_forward_time: 17.4573192596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5413379669
validation[          , genome  7110] predictions:    9741/  10000 (97.41%), best:    9774/10000 (97.74%), error:       829.02838, best error:       777.35620 on epoch:    28, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 222.0152435303s, input_fired_time: 1.4044089317, output_fired_time: 1.7583547831, propagate_forward_time: 86.0484771729, propagate_backward_time: 129.2397766113, weight_update_time: 0.1830533594, other_time: 3.5642242432
epoch time: 17.7972106934s, input_fired_time: 0.5164269209, output_fired_time: 0.0000000000, propagate_forward_time: 16.1245059967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1562786102
validation[          , genome  7110] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       771.37610, best error:       771.37610 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 220.0278167725s, input_fired_time: 2.0416209698, output_fired_time: 2.8790552616, propagate_forward_time: 81.8083267212, propagate_backward_time: 129.1690826416, weight_update_time: 0.1828683615, other_time: 4.1297149658
epoch time: 17.4673957825s, input_fired_time: 0.4840452373, output_fired_time: 0.0000000000, propagate_forward_time: 16.4539222717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294284821
validation[          , genome  7110] predictions:    9739/  10000 (97.39%), best:    9759/10000 (97.59%), error:       835.57141, best error:       771.37610 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 153.4451141357s, input_fired_time: 1.2979048491, output_fired_time: 1.4791942835, propagate_forward_time: 58.5484352112, propagate_backward_time: 89.1458663940, weight_update_time: 0.1657962501, other_time: 2.9737319946
epoch time: 9.5374498367s, input_fired_time: 0.1454381794, output_fired_time: 0.0000000000, propagate_forward_time: 8.9569673538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4350442886
validation[          , genome  7110] predictions:    9738/  10000 (97.38%), best:    9759/10000 (97.59%), error:       856.81812, best error:       771.37610 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 123.6128463745s, input_fired_time: 1.2138152122, output_fired_time: 1.1167031527, propagate_forward_time: 46.7147827148, propagate_backward_time: 71.9656753540, weight_update_time: 0.1569346786, other_time: 2.6018676758
epoch time: 10.0482559204s, input_fired_time: 0.1488173902, output_fired_time: 0.0000000000, propagate_forward_time: 9.4224071503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770317078
validation[          , genome  7110] predictions:    9734/  10000 (97.34%), best:    9759/10000 (97.59%), error:       857.23383, best error:       771.37610 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 124.0836791992s, input_fired_time: 1.2141464949, output_fired_time: 1.1290643215, propagate_forward_time: 46.9689140320, propagate_backward_time: 72.1981658936, weight_update_time: 0.1739919931, other_time: 2.5733795166
epoch time: 9.8100442886s, input_fired_time: 0.1490657628, output_fired_time: 0.0000000000, propagate_forward_time: 9.1570072174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5039710999
validation[          , genome  7110] predictions:    9764/  10000 (97.64%), best:    9759/10000 (97.59%), error:       814.14215, best error:       771.37610 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 123.7160797119s, input_fired_time: 1.2508109808, output_fired_time: 1.1214087009, propagate_forward_time: 46.6168556213, propagate_backward_time: 72.1927261353, weight_update_time: 0.1569229662, other_time: 2.5342788696
epoch time: 9.8354473114s, input_fired_time: 0.1479800493, output_fired_time: 0.0000000000, propagate_forward_time: 9.2100210190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4774465561
validation[          , genome  7110] predictions:    9775/  10000 (97.75%), best:    9759/10000 (97.59%), error:       790.38293, best error:       771.37610 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 124.3470001221s, input_fired_time: 1.2379369736, output_fired_time: 1.1337383986, propagate_forward_time: 46.8342971802, propagate_backward_time: 72.5786209106, weight_update_time: 0.1569603384, other_time: 2.5624084473
epoch time: 10.0016498566s, input_fired_time: 0.1486903280, output_fired_time: 0.0000000000, propagate_forward_time: 9.3947448730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582147598
validation[          , genome  7110] predictions:    9724/  10000 (97.24%), best:    9759/10000 (97.59%), error:       877.60999, best error:       771.37610 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 123.0928039551s, input_fired_time: 1.2786258459, output_fired_time: 1.0939892530, propagate_forward_time: 46.5304107666, propagate_backward_time: 71.6629867554, weight_update_time: 0.1601172537, other_time: 2.5267944336
epoch time: 10.0240240097s, input_fired_time: 0.1507297158, output_fired_time: 0.0000000000, propagate_forward_time: 9.4236040115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4496898651
validation[          , genome  7110] predictions:    9753/  10000 (97.53%), best:    9759/10000 (97.59%), error:       787.86578, best error:       771.37610 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 122.9904403687s, input_fired_time: 1.2161610126, output_fired_time: 1.1268615723, propagate_forward_time: 46.4178810120, propagate_backward_time: 71.6483993530, weight_update_time: 0.1563663483, other_time: 2.5811386108
epoch time: 9.8212461472s, input_fired_time: 0.1487010866, output_fired_time: 0.0000000000, propagate_forward_time: 9.2321109772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404344559
validation[          , genome  7110] predictions:    9745/  10000 (97.45%), best:    9759/10000 (97.59%), error:       839.44849, best error:       771.37610 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 123.7203292847s, input_fired_time: 1.2203996181, output_fired_time: 1.2083435059, propagate_forward_time: 46.5106773376, propagate_backward_time: 72.2654113770, weight_update_time: 0.1573741287, other_time: 2.5155029297
epoch time: 10.0559835434s, input_fired_time: 0.1494493335, output_fired_time: 0.0000000000, propagate_forward_time: 9.4516096115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4549245834
validation[          , genome  7110] predictions:    9763/  10000 (97.63%), best:    9759/10000 (97.59%), error:       778.20642, best error:       771.37610 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 123.8128356934s, input_fired_time: 1.2446039915, output_fired_time: 1.1021963358, propagate_forward_time: 46.7208595276, propagate_backward_time: 72.2138290405, weight_update_time: 0.1965032220, other_time: 2.5313491821
epoch time: 9.5884351730s, input_fired_time: 0.1473172903, output_fired_time: 0.0000000000, propagate_forward_time: 8.9845809937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565372467
validation[          , genome  7110] predictions:    9729/  10000 (97.29%), best:    9759/10000 (97.59%), error:       862.13666, best error:       771.37610 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 124.0479888916s, input_fired_time: 1.2419877052, output_fired_time: 1.1053503752, propagate_forward_time: 46.8813438416, propagate_backward_time: 72.3047180176, weight_update_time: 0.1581090838, other_time: 2.5145874023
epoch time: 9.8806152344s, input_fired_time: 0.1510062814, output_fired_time: 0.0000000000, propagate_forward_time: 9.2835369110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4460716248
validation[          , genome  7110] predictions:    9714/  10000 (97.14%), best:    9759/10000 (97.59%), error:       906.27228, best error:       771.37610 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 124.1748352051s, input_fired_time: 1.2162898779, output_fired_time: 1.1417932510, propagate_forward_time: 46.9264106750, propagate_backward_time: 72.3187026978, weight_update_time: 0.1560691744, other_time: 2.5716323853
epoch time: 9.8302526474s, input_fired_time: 0.1506723464, output_fired_time: 0.0000000000, propagate_forward_time: 9.2346019745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449787140
validation[          , genome  7110] predictions:    9693/  10000 (96.93%), best:    9759/10000 (97.59%), error:      1022.16913, best error:       771.37610 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 124.1559829712s, input_fired_time: 1.3091222048, output_fired_time: 1.1192247868, propagate_forward_time: 46.8474235535, propagate_backward_time: 72.2903442383, weight_update_time: 0.1594540179, other_time: 2.5898742676
epoch time: 9.9614601135s, input_fired_time: 0.1496337205, output_fired_time: 0.0000000000, propagate_forward_time: 9.3325014114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4793252945
validation[          , genome  7110] predictions:    9687/  10000 (96.87%), best:    9759/10000 (97.59%), error:       993.52264, best error:       771.37610 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 122.8130187988s, input_fired_time: 1.2483255863, output_fired_time: 1.0867989063, propagate_forward_time: 46.2311172485, propagate_backward_time: 71.6841583252, weight_update_time: 0.1874163300, other_time: 2.5626144409
epoch time: 9.8607673645s, input_fired_time: 0.1503302455, output_fired_time: 0.0000000000, propagate_forward_time: 9.2668104172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436264038
validation[          , genome  7110] predictions:    9754/  10000 (97.54%), best:    9759/10000 (97.59%), error:       800.12201, best error:       771.37610 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 124.0345306396s, input_fired_time: 1.2334055901, output_fired_time: 1.1528376341, propagate_forward_time: 46.6243553162, propagate_backward_time: 72.4757690430, weight_update_time: 0.1721884906, other_time: 2.5481567383
epoch time: 10.0979528427s, input_fired_time: 0.1492245346, output_fired_time: 0.0000000000, propagate_forward_time: 9.5030250549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457035065
validation[          , genome  7110] predictions:    9760/  10000 (97.60%), best:    9759/10000 (97.59%), error:       804.47113, best error:       771.37610 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 124.9065399170s, input_fired_time: 1.2850288153, output_fired_time: 1.1306262016, propagate_forward_time: 47.2555580139, propagate_backward_time: 72.5629348755, weight_update_time: 0.1884834915, other_time: 2.6724014282
epoch time: 9.9546499252s, input_fired_time: 0.1489894986, output_fired_time: 0.0000000000, propagate_forward_time: 9.3559694290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4496908188
validation[          , genome  7110] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       747.54309, best error:       747.54309 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 122.8790130615s, input_fired_time: 1.2695515156, output_fired_time: 1.1082037687, propagate_forward_time: 46.2838821411, propagate_backward_time: 71.6861877441, weight_update_time: 0.1566100270, other_time: 2.5311889648
epoch time: 10.0777587891s, input_fired_time: 0.1503420174, output_fired_time: 0.0000000000, propagate_forward_time: 9.4686450958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587717056
validation[          , genome  7110] predictions:    9728/  10000 (97.28%), best:    9776/10000 (97.76%), error:       843.86652, best error:       747.54309 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 124.1330184937s, input_fired_time: 1.2314485312, output_fired_time: 1.1074811220, propagate_forward_time: 46.4957008362, propagate_backward_time: 72.7738952637, weight_update_time: 0.1571621299, other_time: 2.5244903564
epoch time: 9.9330244064s, input_fired_time: 0.1512178332, output_fired_time: 0.0000000000, propagate_forward_time: 9.3367099762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4450969696
validation[          , genome  7110] predictions:    9751/  10000 (97.51%), best:    9776/10000 (97.76%), error:       826.82745, best error:       747.54309 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 123.5400695801s, input_fired_time: 1.2127460241, output_fired_time: 1.1003323793, propagate_forward_time: 46.4733161926, propagate_backward_time: 72.2101135254, weight_update_time: 0.1577121466, other_time: 2.5435638428
epoch time: 10.1624727249s, input_fired_time: 0.1519101262, output_fired_time: 0.0000000000, propagate_forward_time: 9.5284061432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4821567535
validation[          , genome  7110] predictions:    9749/  10000 (97.49%), best:    9776/10000 (97.76%), error:       834.87976, best error:       747.54309 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 121.9246902466s, input_fired_time: 1.2446984053, output_fired_time: 1.0862979889, propagate_forward_time: 45.9537315369, propagate_backward_time: 71.1588058472, weight_update_time: 0.1552544236, other_time: 2.4811630249
epoch time: 9.8682422638s, input_fired_time: 0.1509817541, output_fired_time: 0.0000000000, propagate_forward_time: 9.2561349869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611253738
validation[          , genome  7110] predictions:    9752/  10000 (97.52%), best:    9776/10000 (97.76%), error:       835.71729, best error:       747.54309 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 125.6988677979s, input_fired_time: 1.2568643093, output_fired_time: 1.1288822889, propagate_forward_time: 47.1143226624, propagate_backward_time: 73.6945495605, weight_update_time: 0.1566367447, other_time: 2.5042419434
epoch time: 9.7675352097s, input_fired_time: 0.1493459493, output_fired_time: 0.0000000000, propagate_forward_time: 9.1713552475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4468336105
validation[          , genome  7110] predictions:    9760/  10000 (97.60%), best:    9776/10000 (97.76%), error:       792.29272, best error:       747.54309 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 124.3360824585s, input_fired_time: 1.2926471233, output_fired_time: 1.0932030678, propagate_forward_time: 46.9106063843, propagate_backward_time: 72.4184341431, weight_update_time: 0.1580742449, other_time: 2.6211929321
epoch time: 10.2459611893s, input_fired_time: 0.1551264524, output_fired_time: 0.0000000000, propagate_forward_time: 9.6295099258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613246918
validation[          , genome  7110] predictions:    9703/  10000 (97.03%), best:    9776/10000 (97.76%), error:      1027.45081, best error:       747.54309 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 123.5380783081s, input_fired_time: 1.2421782017, output_fired_time: 1.0929901600, propagate_forward_time: 46.3943290710, propagate_backward_time: 72.2031478882, weight_update_time: 0.1631876081, other_time: 2.6054306030
epoch time: 9.8837203979s, input_fired_time: 0.1496562511, output_fired_time: 0.0000000000, propagate_forward_time: 9.2797975540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4542665482
validation[          , genome  7110] predictions:    9737/  10000 (97.37%), best:    9776/10000 (97.76%), error:       859.54041, best error:       747.54309 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 123.0453643799s, input_fired_time: 1.2363612652, output_fired_time: 1.1101804972, propagate_forward_time: 46.1339187622, propagate_backward_time: 71.9511413574, weight_update_time: 0.1861599684, other_time: 2.6137619019
epoch time: 9.8982496262s, input_fired_time: 0.1673459113, output_fired_time: 0.0000000000, propagate_forward_time: 9.2853126526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455909729
validation[          , genome  7110] predictions:    9713/  10000 (97.13%), best:    9776/10000 (97.76%), error:       924.34418, best error:       747.54309 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 124.9990005493s, input_fired_time: 1.2360382080, output_fired_time: 1.0989897251, propagate_forward_time: 47.1703186035, propagate_backward_time: 72.8007659912, weight_update_time: 0.1569865495, other_time: 2.6928863525
epoch time: 9.6115798950s, input_fired_time: 0.1498334557, output_fired_time: 0.0000000000, propagate_forward_time: 9.0081024170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536437988
validation[          , genome  7110] predictions:    9713/  10000 (97.13%), best:    9776/10000 (97.76%), error:       926.85376, best error:       747.54309 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 123.1088790894s, input_fired_time: 1.2575134039, output_fired_time: 1.1272068024, propagate_forward_time: 46.2171783447, propagate_backward_time: 71.9489212036, weight_update_time: 0.1573445052, other_time: 2.5580596924
epoch time: 9.7978591919s, input_fired_time: 0.1487251818, output_fired_time: 0.0000000000, propagate_forward_time: 9.1945085526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4546251297
validation[          , genome  7110] predictions:    9738/  10000 (97.38%), best:    9776/10000 (97.76%), error:       859.48120, best error:       747.54309 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 124.2390365601s, input_fired_time: 1.2477557659, output_fired_time: 1.1037307978, propagate_forward_time: 46.7578506470, propagate_backward_time: 72.6104888916, weight_update_time: 0.1565384269, other_time: 2.5192108154
epoch time: 9.7826652527s, input_fired_time: 0.1490068883, output_fired_time: 0.0000000000, propagate_forward_time: 9.1927423477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409160614
validation[          , genome  7110] predictions:    9746/  10000 (97.46%), best:    9776/10000 (97.76%), error:       831.04156, best error:       747.54309 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 124.9748306274s, input_fired_time: 1.2813252211, output_fired_time: 1.1165839434, propagate_forward_time: 47.2297554016, propagate_backward_time: 72.7832641602, weight_update_time: 0.1585777849, other_time: 2.5639038086
epoch time: 9.5508527756s, input_fired_time: 0.1526329070, output_fired_time: 0.0000000000, propagate_forward_time: 8.9651269913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330930710
validation[          , genome  7110] predictions:    9767/  10000 (97.67%), best:    9776/10000 (97.76%), error:       791.41370, best error:       747.54309 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 126.0813064575s, input_fired_time: 1.2517445087, output_fired_time: 1.1612281799, propagate_forward_time: 47.4581756592, propagate_backward_time: 73.6090698242, weight_update_time: 0.1579089016, other_time: 2.6010894775
epoch time: 10.0065670013s, input_fired_time: 0.1527589262, output_fired_time: 0.0000000000, propagate_forward_time: 9.3983993530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4554090500
validation[          , genome  7110] predictions:    9719/  10000 (97.19%), best:    9776/10000 (97.76%), error:       928.17426, best error:       747.54309 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 124.0052871704s, input_fired_time: 1.2432862520, output_fired_time: 1.1713879108, propagate_forward_time: 46.7122459412, propagate_backward_time: 72.3057861328, weight_update_time: 0.1569168717, other_time: 2.5725860596
epoch time: 9.7749404907s, input_fired_time: 0.1502785236, output_fired_time: 0.0000000000, propagate_forward_time: 9.1831989288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4414634705
validation[          , genome  7110] predictions:    9712/  10000 (97.12%), best:    9776/10000 (97.76%), error:       925.15619, best error:       747.54309 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 124.1514968872s, input_fired_time: 1.2510805130, output_fired_time: 1.1258376837, propagate_forward_time: 46.8675498962, propagate_backward_time: 72.3717346191, weight_update_time: 0.1597033441, other_time: 2.5352935791
epoch time: 9.8406496048s, input_fired_time: 0.1513279229, output_fired_time: 0.0000000000, propagate_forward_time: 9.2485094070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408121109
validation[          , genome  7110] predictions:    9738/  10000 (97.38%), best:    9776/10000 (97.76%), error:       862.08990, best error:       747.54309 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 124.4301071167s, input_fired_time: 1.2509475946, output_fired_time: 1.1146203279, propagate_forward_time: 46.7800750732, propagate_backward_time: 72.7275161743, weight_update_time: 0.1575570405, other_time: 2.5569458008
epoch time: 9.7914762497s, input_fired_time: 0.1479283273, output_fired_time: 0.0000000000, propagate_forward_time: 9.2076559067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358921051
validation[          , genome  7110] predictions:    9747/  10000 (97.47%), best:    9776/10000 (97.76%), error:       822.59723, best error:       747.54309 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 125.0579452515s, input_fired_time: 1.2354543209, output_fired_time: 1.1312470436, propagate_forward_time: 46.8114318848, propagate_backward_time: 73.2980041504, weight_update_time: 0.1576041132, other_time: 2.5818099976
epoch time: 9.8246011734s, input_fired_time: 0.1668603271, output_fired_time: 0.0000000000, propagate_forward_time: 9.2144794464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4432611465
validation[          , genome  7110] predictions:    9736/  10000 (97.36%), best:    9776/10000 (97.76%), error:       880.58325, best error:       747.54309 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 123.3761978149s, input_fired_time: 1.2430896759, output_fired_time: 1.0956979990, propagate_forward_time: 46.2532539368, propagate_backward_time: 72.2459869385, weight_update_time: 0.1571058333, other_time: 2.5381774902
epoch time: 9.6471834183s, input_fired_time: 0.1497525871, output_fired_time: 0.0000000000, propagate_forward_time: 9.0620002747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354305267
validation[          , genome  7110] predictions:    9753/  10000 (97.53%), best:    9776/10000 (97.76%), error:       829.93433, best error:       747.54309 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 123.6452865601s, input_fired_time: 1.2277716398, output_fired_time: 1.1347142458, propagate_forward_time: 46.5051574707, propagate_backward_time: 72.2383117676, weight_update_time: 0.1568482071, other_time: 2.5393371582
epoch time: 9.7613086700s, input_fired_time: 0.1523322612, output_fired_time: 0.0000000000, propagate_forward_time: 9.1720981598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368782043
validation[          , genome  7110] predictions:    9746/  10000 (97.46%), best:    9776/10000 (97.76%), error:       831.68744, best error:       747.54309 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 123.4093856812s, input_fired_time: 1.2395296097, output_fired_time: 1.1308503151, propagate_forward_time: 46.5776824951, propagate_backward_time: 71.9542388916, weight_update_time: 0.1572548300, other_time: 2.5070800781
epoch time: 10.3454236984s, input_fired_time: 0.1520105749, output_fired_time: 0.0000000000, propagate_forward_time: 9.7263526917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670600891
validation[          , genome  7110] predictions:    9649/  10000 (96.49%), best:    9776/10000 (97.76%), error:      1136.67249, best error:       747.54309 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 123.8806610107s, input_fired_time: 1.2413403988, output_fired_time: 1.1139615774, propagate_forward_time: 46.6716766357, propagate_backward_time: 72.2958831787, weight_update_time: 0.1605203748, other_time: 2.5578002930
epoch time: 9.6140327454s, input_fired_time: 0.1506770104, output_fired_time: 0.0000000000, propagate_forward_time: 9.0251302719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382257462
validation[          , genome  7110] predictions:    9729/  10000 (97.29%), best:    9776/10000 (97.76%), error:       876.46655, best error:       747.54309 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 123.5893707275s, input_fired_time: 1.2836916447, output_fired_time: 1.1354705095, propagate_forward_time: 46.2721023560, propagate_backward_time: 72.3868026733, weight_update_time: 0.1578637660, other_time: 2.5113067627
epoch time: 10.4260540009s, input_fired_time: 0.1634126157, output_fired_time: 0.0000000000, propagate_forward_time: 9.8027772903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4598636627
validation[          , genome  7110] predictions:    9743/  10000 (97.43%), best:    9776/10000 (97.76%), error:       865.67535, best error:       747.54309 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 125.4441375732s, input_fired_time: 1.2353730202, output_fired_time: 1.1128591299, propagate_forward_time: 47.2697868347, propagate_backward_time: 73.2812881470, weight_update_time: 0.1575785875, other_time: 2.5448226929
epoch time: 9.8995447159s, input_fired_time: 0.1973854005, output_fired_time: 0.0000000000, propagate_forward_time: 9.2538261414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4483327866
validation[          , genome  7110] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       779.93835, best error:       747.54309 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 124.3223419189s, input_fired_time: 1.2957684994, output_fired_time: 1.0950264931, propagate_forward_time: 46.5662002563, propagate_backward_time: 72.8121566772, weight_update_time: 0.1580071896, other_time: 2.5531921387
epoch time: 10.3210401535s, input_fired_time: 0.1632604748, output_fired_time: 0.0000000000, propagate_forward_time: 9.6900043488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677753448
validation[          , genome  7110] predictions:    9740/  10000 (97.40%), best:    9776/10000 (97.76%), error:       851.33710, best error:       747.54309 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 125.0775299072s, input_fired_time: 1.2540389299, output_fired_time: 1.1339428425, propagate_forward_time: 46.9849205017, propagate_backward_time: 73.1408309937, weight_update_time: 0.1576390415, other_time: 2.5638046265
epoch time: 9.7781515121s, input_fired_time: 0.1541928500, output_fired_time: 0.0000000000, propagate_forward_time: 9.1785688400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4453897476
validation[          , genome  7110] predictions:    9740/  10000 (97.40%), best:    9776/10000 (97.76%), error:       881.00085, best error:       747.54309 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 126.6979370117s, input_fired_time: 1.2559440136, output_fired_time: 1.1542004347, propagate_forward_time: 47.4122352600, propagate_backward_time: 74.3366699219, weight_update_time: 0.1583739966, other_time: 2.5388946533
epoch time: 9.3870973587s, input_fired_time: 0.1488496512, output_fired_time: 0.0000000000, propagate_forward_time: 8.8064289093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318189621
validation[          , genome  7110] predictions:    9748/  10000 (97.48%), best:    9776/10000 (97.76%), error:       854.48834, best error:       747.54309 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 124.9645004272s, input_fired_time: 1.2501013279, output_fired_time: 1.1618804932, propagate_forward_time: 46.9326438904, propagate_backward_time: 73.0157852173, weight_update_time: 0.1571304053, other_time: 2.6040878296
epoch time: 10.1460304260s, input_fired_time: 0.1679097265, output_fired_time: 0.0000000000, propagate_forward_time: 9.5203027725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4578180313
validation[          , genome  7110] predictions:    9744/  10000 (97.44%), best:    9776/10000 (97.76%), error:       855.35901, best error:       747.54309 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 125.6340866089s, input_fired_time: 1.3100715876, output_fired_time: 1.1452560425, propagate_forward_time: 47.2090148926, propagate_backward_time: 73.4632720947, weight_update_time: 0.1580723673, other_time: 2.5064697266
epoch time: 9.7296504974s, input_fired_time: 0.1639621258, output_fired_time: 0.0000000000, propagate_forward_time: 9.1356964111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4299917221
validation[          , genome  7110] predictions:    9754/  10000 (97.54%), best:    9776/10000 (97.76%), error:       845.07898, best error:       747.54309 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 124.7584915161s, input_fired_time: 1.2717211246, output_fired_time: 1.2323926687, propagate_forward_time: 46.5642433167, propagate_backward_time: 73.1118087769, weight_update_time: 0.1621653736, other_time: 2.5783309937
epoch time: 10.1173057556s, input_fired_time: 0.1685488820, output_fired_time: 0.0000000000, propagate_forward_time: 9.4923563004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4564008713
validation[          , genome  7110] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       767.57098, best error:       747.54309 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 123.7765731812s, input_fired_time: 1.3067561388, output_fired_time: 1.1096749306, propagate_forward_time: 46.8093376160, propagate_backward_time: 72.0072021484, weight_update_time: 0.1571591347, other_time: 2.5436096191
epoch time: 10.1535196304s, input_fired_time: 0.1507461220, output_fired_time: 0.0000000000, propagate_forward_time: 9.5545015335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482717514
validation[          , genome  7110] predictions:    9763/  10000 (97.63%), best:    9776/10000 (97.76%), error:       820.92377, best error:       747.54309 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 123.0928573608s, input_fired_time: 1.2460716963, output_fired_time: 1.0981884003, propagate_forward_time: 46.3072586060, propagate_backward_time: 71.9156570435, weight_update_time: 0.1576440185, other_time: 2.5256805420
epoch time: 10.0474863052s, input_fired_time: 0.1561789662, output_fired_time: 0.0000000000, propagate_forward_time: 9.3919973373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993095398
validation[          , genome  7110] predictions:    9765/  10000 (97.65%), best:    9776/10000 (97.76%), error:       801.31830, best error:       747.54309 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 123.7887954712s, input_fired_time: 1.2590014935, output_fired_time: 1.0912053585, propagate_forward_time: 46.6136894226, propagate_backward_time: 72.2596664429, weight_update_time: 0.1583089083, other_time: 2.5652389526
epoch time: 9.8623523712s, input_fired_time: 0.1546696424, output_fired_time: 0.0000000000, propagate_forward_time: 9.2560729980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4516096115
validation[          , genome  7110] predictions:    9678/  10000 (96.78%), best:    9776/10000 (97.76%), error:      1006.93457, best error:       747.54309 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 124.3623809814s, input_fired_time: 1.3189895153, output_fired_time: 1.1235656738, propagate_forward_time: 46.7169380188, propagate_backward_time: 72.6521377563, weight_update_time: 0.1651865542, other_time: 2.5507431030
epoch time: 9.9461956024s, input_fired_time: 0.1538963765, output_fired_time: 0.0000000000, propagate_forward_time: 9.3432245255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490747452
validation[          , genome  7110] predictions:    9731/  10000 (97.31%), best:    9776/10000 (97.76%), error:       900.02496, best error:       747.54309 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 125.9200210571s, input_fired_time: 1.2736285925, output_fired_time: 1.1673973799, propagate_forward_time: 47.6106071472, propagate_backward_time: 73.3044052124, weight_update_time: 0.1587892175, other_time: 2.5639877319
epoch time: 9.7355298996s, input_fired_time: 0.1524848789, output_fired_time: 0.0000000000, propagate_forward_time: 9.1275444031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555006027
validation[          , genome  7110] predictions:    9734/  10000 (97.34%), best:    9776/10000 (97.76%), error:       853.40057, best error:       747.54309 on epoch:    66, 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: 48.8584480286s, input_fired_time: 0.7853420377, output_fired_time: 0.0000000000, propagate_forward_time: 45.7289581299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3441467285
best training[          , genome  7110] predictions:   49657/  50000 (99.31%), best:    9776/10000 (97.76%), error:      1446.42871, best error:       747.54309 on epoch:    66, 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: 10.0613136292s, input_fired_time: 0.1812327653, output_fired_time: 0.0000000000, propagate_forward_time: 9.4195566177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605245590
   testing[          , genome  7110] predictions:    9798/  10000 (97.98%), best:    9776/10000 (97.76%), error:       674.39771, best error:       747.54309 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:12:23 (4536): called boinc_finish(0)

</stderr_txt>
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