Nameexact_genome_1512568488_44_4988_0
Workunit2596276
Created7 Dec 2017, 12:47:00 UTC
Sent7 Dec 2017, 12:54:14 UTC
Report deadline11 Dec 2017, 16:01:42 UTC
Received8 Dec 2017, 15:34:17 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time2 hours 10 min 18 sec
CPU time2 hours 9 min 54 sec
Validate stateValid
Credit1,032.55
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.43 MB
Peak swap size152.20 MB
Peak disk usage1.15 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 70.7213439941s, input_fired_time: 0.4817663133, output_fired_time: 0.3734813333, propagate_forward_time: 29.2931957245, propagate_backward_time: 38.7837829590, weight_update_time: 0.1122158244, other_time: 1.7891159058
epoch time: 6.2208137512s, input_fired_time: 0.0555877574, output_fired_time: 0.0000000000, propagate_forward_time: 5.8437995911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214263916
validation[          , genome  4988] predictions:    9636/  10000 (96.36%), best:    9626/10000 (96.26%), error:      1244.68018, best error:      1225.02637 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 70.6706542969s, input_fired_time: 0.4815883934, output_fired_time: 0.3790217638, propagate_forward_time: 29.1381759644, propagate_backward_time: 38.8774909973, weight_update_time: 0.1128847823, other_time: 1.7943763733
epoch time: 6.2017874718s, input_fired_time: 0.0556638055, output_fired_time: 0.0000000000, propagate_forward_time: 5.8247199059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214039803
validation[          , genome  4988] predictions:    9584/  10000 (95.84%), best:    9626/10000 (96.26%), error:      1352.34241, best error:      1225.02637 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 70.2957458496s, input_fired_time: 0.4780471921, output_fired_time: 0.3767068386, propagate_forward_time: 29.0040855408, propagate_backward_time: 38.6581077576, weight_update_time: 0.1113168001, other_time: 1.7787933350
epoch time: 6.3133058548s, input_fired_time: 0.0550552495, output_fired_time: 0.0000000000, propagate_forward_time: 5.9231624603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3350882530
validation[          , genome  4988] predictions:    9574/  10000 (95.74%), best:    9626/10000 (96.26%), error:      1359.19958, best error:      1225.02637 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 70.5601654053s, input_fired_time: 0.4763667285, output_fired_time: 0.3736073375, propagate_forward_time: 29.1488704681, propagate_backward_time: 38.7720985413, weight_update_time: 0.1114728302, other_time: 1.7892265320
epoch time: 6.2534136772s, input_fired_time: 0.0547174923, output_fired_time: 0.0000000000, propagate_forward_time: 5.8787570000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199391365
validation[          , genome  4988] predictions:    9623/  10000 (96.23%), best:    9626/10000 (96.26%), error:      1231.60291, best error:      1225.02637 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 69.4450531006s, input_fired_time: 0.4677451849, output_fired_time: 0.3677493334, propagate_forward_time: 28.7399101257, propagate_backward_time: 38.0665283203, weight_update_time: 0.1106523573, other_time: 1.8031196594
epoch time: 6.1530642509s, input_fired_time: 0.0542076007, output_fired_time: 0.0000000000, propagate_forward_time: 5.7772245407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3216319084
validation[          , genome  4988] predictions:    9481/  10000 (94.81%), best:    9626/10000 (96.26%), error:      1662.08911, best error:      1225.02637 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 70.5268249512s, input_fired_time: 0.4742860198, output_fired_time: 0.3775294125, propagate_forward_time: 29.0610752106, propagate_backward_time: 38.8280906677, weight_update_time: 0.1119715050, other_time: 1.7858390808
epoch time: 6.1427283287s, input_fired_time: 0.0535409972, output_fired_time: 0.0000000000, propagate_forward_time: 5.7695398331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3196473122
validation[          , genome  4988] predictions:    9553/  10000 (95.53%), best:    9626/10000 (96.26%), error:      1425.84033, best error:      1225.02637 on epoch:     9, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 70.5097351074s, input_fired_time: 0.4740929306, output_fired_time: 0.3762783408, propagate_forward_time: 29.1068630219, propagate_backward_time: 38.7650527954, weight_update_time: 0.1122422740, other_time: 1.7874450684
epoch time: 6.2431206703s, input_fired_time: 0.0546119362, output_fired_time: 0.0000000000, propagate_forward_time: 5.8686470985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198614120
validation[          , genome  4988] predictions:    9595/  10000 (95.95%), best:    9626/10000 (96.26%), error:      1291.19275, best error:      1225.02637 on epoch:     9, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 70.9650802612s, input_fired_time: 0.4787553847, output_fired_time: 0.3788539469, propagate_forward_time: 29.3181953430, propagate_backward_time: 39.0082588196, weight_update_time: 0.1124443039, other_time: 1.7810211182
epoch time: 6.2388572693s, input_fired_time: 0.0544099733, output_fired_time: 0.0000000000, propagate_forward_time: 5.8651156425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3193316460
validation[          , genome  4988] predictions:    9574/  10000 (95.74%), best:    9626/10000 (96.26%), error:      1453.25867, best error:      1225.02637 on epoch:     9, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 70.7280426025s, input_fired_time: 0.4753928185, output_fired_time: 0.3763839602, propagate_forward_time: 29.2485694885, propagate_backward_time: 38.8523368835, weight_update_time: 0.1117409542, other_time: 1.7753601074
epoch time: 6.1985454559s, input_fired_time: 0.0540365018, output_fired_time: 0.0000000000, propagate_forward_time: 5.8243155479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201932907
validation[          , genome  4988] predictions:    9622/  10000 (96.22%), best:    9626/10000 (96.26%), error:      1267.79797, best error:      1225.02637 on epoch:     9, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 70.6031723022s, input_fired_time: 0.4750689566, output_fired_time: 0.3781632781, propagate_forward_time: 29.1308231354, propagate_backward_time: 38.8424377441, weight_update_time: 0.1120790541, other_time: 1.7766799927
epoch time: 6.2075452805s, input_fired_time: 0.0536612049, output_fired_time: 0.0000000000, propagate_forward_time: 5.8332357407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3206481934
validation[          , genome  4988] predictions:    9625/  10000 (96.25%), best:    9625/10000 (96.25%), error:      1217.70361, best error:      1217.70361 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 70.6565170288s, input_fired_time: 0.4740701020, output_fired_time: 0.3777976930, propagate_forward_time: 29.1503410339, propagate_backward_time: 38.8807868958, weight_update_time: 0.1116793156, other_time: 1.7735214233
epoch time: 6.2197251320s, input_fired_time: 0.0532571450, output_fired_time: 0.0000000000, propagate_forward_time: 5.8470330238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194351196
validation[          , genome  4988] predictions:    9596/  10000 (95.96%), best:    9625/10000 (96.25%), error:      1292.56775, best error:      1217.70361 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 70.6642150879s, input_fired_time: 0.4739682376, output_fired_time: 0.3763113618, propagate_forward_time: 29.1996059418, propagate_backward_time: 38.8419532776, weight_update_time: 0.1119602472, other_time: 1.7723731995
epoch time: 6.2454800606s, input_fired_time: 0.0538468547, output_fired_time: 0.0000000000, propagate_forward_time: 5.8713164330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203167915
validation[          , genome  4988] predictions:    9560/  10000 (95.60%), best:    9625/10000 (96.25%), error:      1405.09998, best error:      1217.70361 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 70.9706420898s, input_fired_time: 0.4745950401, output_fired_time: 0.3750932515, propagate_forward_time: 29.4117622375, propagate_backward_time: 38.9318542480, weight_update_time: 0.1126068905, other_time: 1.7773399353
epoch time: 6.2375068665s, input_fired_time: 0.0539346114, output_fired_time: 0.0000000000, propagate_forward_time: 5.8628230095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207492828
validation[          , genome  4988] predictions:    9622/  10000 (96.22%), best:    9625/10000 (96.25%), error:      1234.62708, best error:      1217.70361 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 70.5918350220s, input_fired_time: 0.4744737744, output_fired_time: 0.3766403496, propagate_forward_time: 29.1361579895, propagate_backward_time: 38.8280334473, weight_update_time: 0.1119032875, other_time: 1.7765312195
epoch time: 6.1755442619s, input_fired_time: 0.0535383038, output_fired_time: 0.0000000000, propagate_forward_time: 5.8029022217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191037178
validation[          , genome  4988] predictions:    9606/  10000 (96.06%), best:    9625/10000 (96.25%), error:      1299.89941, best error:      1217.70361 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 70.3875732422s, input_fired_time: 0.4730082452, output_fired_time: 0.3747476339, propagate_forward_time: 29.0490131378, propagate_backward_time: 38.7153472900, weight_update_time: 0.1117005050, other_time: 1.7754592896
epoch time: 6.1795849800s, input_fired_time: 0.0539206304, output_fired_time: 0.0000000000, propagate_forward_time: 5.8062572479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194069862
validation[          , genome  4988] predictions:    9637/  10000 (96.37%), best:    9625/10000 (96.25%), error:      1255.28662, best error:      1217.70361 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 70.8006439209s, input_fired_time: 0.4756112695, output_fired_time: 0.3773477376, propagate_forward_time: 29.2565269470, propagate_backward_time: 38.9146995544, weight_update_time: 0.1123534590, other_time: 1.7764587402
epoch time: 6.2198748589s, input_fired_time: 0.0530853011, output_fired_time: 0.0000000000, propagate_forward_time: 5.8478822708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189072609
validation[          , genome  4988] predictions:    9619/  10000 (96.19%), best:    9625/10000 (96.25%), error:      1265.15369, best error:      1217.70361 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 70.6720046997s, input_fired_time: 0.4756481349, output_fired_time: 0.3785919547, propagate_forward_time: 29.1560211182, propagate_backward_time: 38.8896141052, weight_update_time: 0.1120321825, other_time: 1.7721290588
epoch time: 6.1911592484s, input_fired_time: 0.0535761081, output_fired_time: 0.0000000000, propagate_forward_time: 5.8181633949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194198608
validation[          , genome  4988] predictions:    9640/  10000 (96.40%), best:    9640/10000 (96.40%), error:      1164.97021, best error:      1164.97021 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 70.5558547974s, input_fired_time: 0.4752227366, output_fired_time: 0.3761402965, propagate_forward_time: 29.1218242645, propagate_backward_time: 38.8089942932, weight_update_time: 0.1120014489, other_time: 1.7736778259
epoch time: 6.2177252769s, input_fired_time: 0.0535224266, output_fired_time: 0.0000000000, propagate_forward_time: 5.8439331055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202695847
validation[          , genome  4988] predictions:    9569/  10000 (95.69%), best:    9640/10000 (96.40%), error:      1343.93958, best error:      1164.97021 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 70.6869812012s, input_fired_time: 0.4760892093, output_fired_time: 0.3770247102, propagate_forward_time: 29.1834487915, propagate_backward_time: 38.8749198914, weight_update_time: 0.1121081859, other_time: 1.7755012512
epoch time: 6.1847696304s, input_fired_time: 0.0536799096, output_fired_time: 0.0000000000, propagate_forward_time: 5.8096909523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3213987350
validation[          , genome  4988] predictions:    9550/  10000 (95.50%), best:    9640/10000 (96.40%), error:      1475.13953, best error:      1164.97021 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 72.5835723877s, input_fired_time: 0.4894086719, output_fired_time: 0.4055529833, propagate_forward_time: 29.5364036560, propagate_backward_time: 40.2235374451, weight_update_time: 0.1194583178, other_time: 1.9286651611
epoch time: 6.2726979256s, input_fired_time: 0.0542130508, output_fired_time: 0.0000000000, propagate_forward_time: 5.8638324738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3546524048
validation[          , genome  4988] predictions:    9533/  10000 (95.33%), best:    9640/10000 (96.40%), error:      1504.34338, best error:      1164.97021 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 71.9104766846s, input_fired_time: 0.4947601259, output_fired_time: 0.4001109898, propagate_forward_time: 29.4865913391, propagate_backward_time: 39.6834259033, weight_update_time: 0.1151591390, other_time: 1.8455924988
epoch time: 6.2258453369s, input_fired_time: 0.0538422577, output_fired_time: 0.0000000000, propagate_forward_time: 5.8510317802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3209714890
validation[          , genome  4988] predictions:    9612/  10000 (96.12%), best:    9640/10000 (96.40%), error:      1307.32959, best error:      1164.97021 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 70.6729660034s, input_fired_time: 0.4749430120, output_fired_time: 0.3741792738, propagate_forward_time: 29.2301216125, propagate_backward_time: 38.8188056946, weight_update_time: 0.1116867438, other_time: 1.7749176025
epoch time: 6.1888504028s, input_fired_time: 0.0540727526, output_fired_time: 0.0000000000, propagate_forward_time: 5.8125724792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3222050667
validation[          , genome  4988] predictions:    9594/  10000 (95.94%), best:    9640/10000 (96.40%), error:      1348.58118, best error:      1164.97021 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 70.5314483643s, input_fired_time: 0.4752230346, output_fired_time: 0.3758824170, propagate_forward_time: 29.1233158112, propagate_backward_time: 38.7829399109, weight_update_time: 0.1116303355, other_time: 1.7740898132
epoch time: 6.2138404846s, input_fired_time: 0.0540653691, output_fired_time: 0.0000000000, propagate_forward_time: 5.8404555321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3193197250
validation[          , genome  4988] predictions:    9647/  10000 (96.47%), best:    9647/10000 (96.47%), error:      1137.94617, best error:      1137.94617 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 70.7478027344s, input_fired_time: 0.4761610925, output_fired_time: 0.3780681491, propagate_forward_time: 29.2208347321, propagate_backward_time: 38.8996009827, weight_update_time: 0.1121559292, other_time: 1.7731437683
epoch time: 6.2191586494s, input_fired_time: 0.0539290607, output_fired_time: 0.0000000000, propagate_forward_time: 5.8452782631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199515343
validation[          , genome  4988] predictions:    9517/  10000 (95.17%), best:    9647/10000 (96.47%), error:      1511.86230, best error:      1137.94617 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 70.9650573730s, input_fired_time: 0.4777821600, output_fired_time: 0.3783563972, propagate_forward_time: 29.3213233948, propagate_backward_time: 39.0126991272, weight_update_time: 0.1124358848, other_time: 1.7748947144
epoch time: 6.2427763939s, input_fired_time: 0.0544623770, output_fired_time: 0.0000000000, propagate_forward_time: 5.8680286407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202853203
validation[          , genome  4988] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1081.00745, best error:      1081.00745 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 70.9631652832s, input_fired_time: 0.4782314599, output_fired_time: 0.3785975277, propagate_forward_time: 29.3177127838, propagate_backward_time: 39.0162925720, weight_update_time: 0.1122752652, other_time: 1.7723274231
epoch time: 6.2398457527s, input_fired_time: 0.0540150031, output_fired_time: 0.0000000000, propagate_forward_time: 5.8668265343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190040588
validation[          , genome  4988] predictions:    9645/  10000 (96.45%), best:    9661/10000 (96.61%), error:      1129.23987, best error:      1081.00745 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 70.9535140991s, input_fired_time: 0.4770268500, output_fired_time: 0.3785100877, propagate_forward_time: 29.3136634827, propagate_backward_time: 39.0113334656, weight_update_time: 0.1121485755, other_time: 1.7729797363
epoch time: 6.2395648956s, input_fired_time: 0.0540421493, output_fired_time: 0.0000000000, propagate_forward_time: 5.8631501198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3223724365
validation[          , genome  4988] predictions:    9625/  10000 (96.25%), best:    9661/10000 (96.61%), error:      1191.04248, best error:      1081.00745 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 70.7932891846s, input_fired_time: 0.4764705002, output_fired_time: 0.3780682981, propagate_forward_time: 29.2379932404, propagate_backward_time: 38.9295997620, weight_update_time: 0.1121957973, other_time: 1.7711601257
epoch time: 6.2148580551s, input_fired_time: 0.0537094995, output_fired_time: 0.0000000000, propagate_forward_time: 5.8408117294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203368187
validation[          , genome  4988] predictions:    9526/  10000 (95.26%), best:    9661/10000 (96.61%), error:      1472.19238, best error:      1081.00745 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 70.9933395386s, input_fired_time: 0.4790204763, output_fired_time: 0.3837651014, propagate_forward_time: 29.2456378937, propagate_backward_time: 39.0944023132, weight_update_time: 0.1128461584, other_time: 1.7905158997
epoch time: 6.3204731941s, input_fired_time: 0.0551246032, output_fired_time: 0.0000000000, propagate_forward_time: 5.9106698036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3546786308
validation[          , genome  4988] predictions:    9579/  10000 (95.79%), best:    9661/10000 (96.61%), error:      1299.28479, best error:      1081.00745 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 73.0321197510s, input_fired_time: 0.4979845881, output_fired_time: 0.4172151089, propagate_forward_time: 29.5379543304, propagate_backward_time: 40.6283683777, weight_update_time: 0.1206557006, other_time: 1.9505958557
epoch time: 6.3395805359s, input_fired_time: 0.0555256233, output_fired_time: 0.0000000000, propagate_forward_time: 5.9272623062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567924500
validation[          , genome  4988] predictions:    9426/  10000 (94.26%), best:    9661/10000 (96.61%), error:      1808.45251, best error:      1081.00745 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 73.0983505249s, input_fired_time: 0.4975143373, output_fired_time: 0.4172048271, propagate_forward_time: 29.5615024567, propagate_backward_time: 40.6719055176, weight_update_time: 0.1210075617, other_time: 1.9502258301
epoch time: 6.3396334648s, input_fired_time: 0.0549132824, output_fired_time: 0.0000000000, propagate_forward_time: 5.9281482697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565721512
validation[          , genome  4988] predictions:    9641/  10000 (96.41%), best:    9661/10000 (96.61%), error:      1222.19238, best error:      1081.00745 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 71.7273178101s, input_fired_time: 0.4850812256, output_fired_time: 0.3892223835, propagate_forward_time: 29.5038337708, propagate_backward_time: 39.5152397156, weight_update_time: 0.1150169447, other_time: 1.8339385986
epoch time: 6.2353024483s, input_fired_time: 0.0548725165, output_fired_time: 0.0000000000, propagate_forward_time: 5.8592591286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3211708069
validation[          , genome  4988] predictions:    9590/  10000 (95.90%), best:    9661/10000 (96.61%), error:      1269.48694, best error:      1081.00745 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 70.6578445435s, input_fired_time: 0.4797846675, output_fired_time: 0.3765815794, propagate_forward_time: 29.1714725494, propagate_backward_time: 38.8588409424, weight_update_time: 0.1117954031, other_time: 1.7711715698
epoch time: 6.2209100723s, input_fired_time: 0.0544292368, output_fired_time: 0.0000000000, propagate_forward_time: 5.8443803787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3221006393
validation[          , genome  4988] predictions:    9592/  10000 (95.92%), best:    9661/10000 (96.61%), error:      1391.66492, best error:      1081.00745 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 70.3833770752s, input_fired_time: 0.4767677784, output_fired_time: 0.3770444393, propagate_forward_time: 29.0468387604, propagate_backward_time: 38.7116203308, weight_update_time: 0.1114415824, other_time: 1.7711067200
epoch time: 6.1551594734s, input_fired_time: 0.0546365269, output_fired_time: 0.0000000000, propagate_forward_time: 5.7813901901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191328049
validation[          , genome  4988] predictions:    9672/  10000 (96.72%), best:    9661/10000 (96.61%), error:      1108.52783, best error:      1081.00745 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 70.8300552368s, input_fired_time: 0.4780220687, output_fired_time: 0.3768066466, propagate_forward_time: 29.3082675934, propagate_backward_time: 38.8567733765, weight_update_time: 0.1115595475, other_time: 1.8101882935
epoch time: 6.2230758667s, input_fired_time: 0.0548630990, output_fired_time: 0.0000000000, propagate_forward_time: 5.8480286598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201842308
validation[          , genome  4988] predictions:    9644/  10000 (96.44%), best:    9661/10000 (96.61%), error:      1139.07166, best error:      1081.00745 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 72.5195617676s, input_fired_time: 0.5065808296, output_fired_time: 0.4065633118, propagate_forward_time: 29.6298370361, propagate_backward_time: 40.0739746094, weight_update_time: 0.1173767522, other_time: 1.9026031494
epoch time: 6.3438382149s, input_fired_time: 0.0547179617, output_fired_time: 0.0000000000, propagate_forward_time: 5.9305071831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3586130142
validation[          , genome  4988] predictions:    9576/  10000 (95.76%), best:    9661/10000 (96.61%), error:      1337.63123, best error:      1081.00745 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 71.0300216675s, input_fired_time: 0.4811448455, output_fired_time: 0.3859017193, propagate_forward_time: 29.2246894836, propagate_backward_time: 39.1234855652, weight_update_time: 0.1127557680, other_time: 1.8147964478
epoch time: 6.3130803108s, input_fired_time: 0.0547683686, output_fired_time: 0.0000000000, propagate_forward_time: 5.9316296577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266820908
validation[          , genome  4988] predictions:    9650/  10000 (96.50%), best:    9661/10000 (96.61%), error:      1153.44141, best error:      1081.00745 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 70.3474426270s, input_fired_time: 0.4736216664, output_fired_time: 0.3716360629, propagate_forward_time: 29.1775569916, propagate_backward_time: 38.5553512573, weight_update_time: 0.1103975922, other_time: 1.7692718506
epoch time: 6.1551804543s, input_fired_time: 0.0543804243, output_fired_time: 0.0000000000, propagate_forward_time: 5.7810583115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3197417259
validation[          , genome  4988] predictions:    9613/  10000 (96.13%), best:    9661/10000 (96.61%), error:      1278.74634, best error:      1081.00745 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 70.0473175049s, input_fired_time: 0.4756123126, output_fired_time: 0.3770058155, propagate_forward_time: 28.8907852173, propagate_backward_time: 38.5369911194, weight_update_time: 0.1106258184, other_time: 1.7669258118
epoch time: 6.1513957977s, input_fired_time: 0.0541896261, output_fired_time: 0.0000000000, propagate_forward_time: 5.7786197662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3185863495
validation[          , genome  4988] predictions:    9615/  10000 (96.15%), best:    9661/10000 (96.61%), error:      1213.01904, best error:      1081.00745 on epoch:    38, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 70.0259170532s, input_fired_time: 0.4768403172, output_fired_time: 0.3769598603, propagate_forward_time: 28.8702468872, propagate_backward_time: 38.5310325623, weight_update_time: 0.1111105755, other_time: 1.7708396912
epoch time: 6.2149524689s, input_fired_time: 0.0545731038, output_fired_time: 0.0000000000, propagate_forward_time: 5.8405289650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198504448
validation[          , genome  4988] predictions:    9647/  10000 (96.47%), best:    9661/10000 (96.61%), error:      1145.23828, best error:      1081.00745 on epoch:    38, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 70.7678680420s, input_fired_time: 0.4814933836, output_fired_time: 0.3776997924, propagate_forward_time: 29.2008800507, propagate_backward_time: 38.9266471863, weight_update_time: 0.1125634909, other_time: 1.7811470032
epoch time: 6.2388281822s, input_fired_time: 0.0549666584, output_fired_time: 0.0000000000, propagate_forward_time: 5.8608469963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3230147362
validation[          , genome  4988] predictions:    9531/  10000 (95.31%), best:    9661/10000 (96.61%), error:      1616.43396, best error:      1081.00745 on epoch:    38, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 70.7655105591s, input_fired_time: 0.4811176658, output_fired_time: 0.3787088394, propagate_forward_time: 29.1778297424, propagate_backward_time: 38.9520378113, weight_update_time: 0.1120849997, other_time: 1.7758178711
epoch time: 6.2138242722s, input_fired_time: 0.0548687577, output_fired_time: 0.0000000000, propagate_forward_time: 5.8391103745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198451996
validation[          , genome  4988] predictions:    9642/  10000 (96.42%), best:    9661/10000 (96.61%), error:      1141.57642, best error:      1081.00745 on epoch:    38, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 70.4958801270s, input_fired_time: 0.4770150185, output_fired_time: 0.3759415746, propagate_forward_time: 29.1266880035, propagate_backward_time: 38.7403068542, weight_update_time: 0.1110219881, other_time: 1.7759361267
epoch time: 6.1557588577s, input_fired_time: 0.0547736175, output_fired_time: 0.0000000000, propagate_forward_time: 5.7819247246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190603256
validation[          , genome  4988] predictions:    9651/  10000 (96.51%), best:    9661/10000 (96.61%), error:      1108.20789, best error:      1081.00745 on epoch:    38, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 70.6450653076s, input_fired_time: 0.4821955860, output_fired_time: 0.3755860925, propagate_forward_time: 29.1757526398, propagate_backward_time: 38.8396492004, weight_update_time: 0.1110610515, other_time: 1.7718849182
epoch time: 6.3060450554s, input_fired_time: 0.0556890555, output_fired_time: 0.0000000000, propagate_forward_time: 5.9290800095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3212761879
validation[          , genome  4988] predictions:    9632/  10000 (96.32%), best:    9661/10000 (96.61%), error:      1184.33630, best error:      1081.00745 on epoch:    38, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 70.5296325684s, input_fired_time: 0.4838985205, output_fired_time: 0.4020856619, propagate_forward_time: 29.0472354889, propagate_backward_time: 38.8144035339, weight_update_time: 0.1126049235, other_time: 1.7820091248
epoch time: 6.2801303864s, input_fired_time: 0.0553663522, output_fired_time: 0.0000000000, propagate_forward_time: 5.8694405556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3553233147
validation[          , genome  4988] predictions:    9537/  10000 (95.37%), best:    9661/10000 (96.61%), error:      1481.88098, best error:      1081.00745 on epoch:    38, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 70.3513336182s, input_fired_time: 0.4803074896, output_fired_time: 0.3773109615, propagate_forward_time: 28.9851112366, propagate_backward_time: 38.7360000610, weight_update_time: 0.1106226742, other_time: 1.7726020813
epoch time: 6.1535363197s, input_fired_time: 0.0546018519, output_fired_time: 0.0000000000, propagate_forward_time: 5.7800168991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189177513
validation[          , genome  4988] predictions:    9640/  10000 (96.40%), best:    9661/10000 (96.61%), error:      1167.85205, best error:      1081.00745 on epoch:    38, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 72.3743591309s, input_fired_time: 0.4989334047, output_fired_time: 0.4067020118, propagate_forward_time: 29.4050102234, propagate_backward_time: 40.1521339417, weight_update_time: 0.1173764691, other_time: 1.9115829468
epoch time: 6.2654776573s, input_fired_time: 0.0556165129, output_fired_time: 0.0000000000, propagate_forward_time: 5.8555335999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543276787
validation[          , genome  4988] predictions:    9657/  10000 (96.57%), best:    9661/10000 (96.61%), error:      1090.17175, best error:      1081.00745 on epoch:    38, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 72.2525787354s, input_fired_time: 0.4956579208, output_fired_time: 0.4139620066, propagate_forward_time: 29.2391166687, propagate_backward_time: 40.1594352722, weight_update_time: 0.1187829524, other_time: 1.9444046021
epoch time: 6.2514643669s, input_fired_time: 0.0554294288, output_fired_time: 0.0000000000, propagate_forward_time: 5.8422808647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537540436
validation[          , genome  4988] predictions:    9610/  10000 (96.10%), best:    9661/10000 (96.61%), error:      1245.87866, best error:      1081.00745 on epoch:    38, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 72.2867736816s, input_fired_time: 0.4968796670, output_fired_time: 0.4142196178, propagate_forward_time: 29.2325229645, propagate_backward_time: 40.1902732849, weight_update_time: 0.1194392517, other_time: 1.9528770447
epoch time: 6.2711071968s, input_fired_time: 0.0553968102, output_fired_time: 0.0000000000, propagate_forward_time: 5.8605532646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551568985
validation[          , genome  4988] predictions:    9650/  10000 (96.50%), best:    9661/10000 (96.61%), error:      1095.77441, best error:      1081.00745 on epoch:    38, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 71.6990280151s, input_fired_time: 0.4896536767, output_fired_time: 0.4008275270, propagate_forward_time: 29.1452922821, propagate_backward_time: 39.7690162659, weight_update_time: 0.1162475273, other_time: 1.8942375183
epoch time: 6.1677279472s, input_fired_time: 0.0553282686, output_fired_time: 0.0000000000, propagate_forward_time: 5.7896709442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3227286339
validation[          , genome  4988] predictions:    9551/  10000 (95.51%), best:    9661/10000 (96.61%), error:      1593.50964, best error:      1081.00745 on epoch:    38, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 70.6249465942s, input_fired_time: 0.4798756242, output_fired_time: 0.3761105537, propagate_forward_time: 29.1088485718, propagate_backward_time: 38.8767814636, weight_update_time: 0.1111684516, other_time: 1.7833290100
epoch time: 6.2374911308s, input_fired_time: 0.0557130985, output_fired_time: 0.0000000000, propagate_forward_time: 5.8602762222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3215017319
validation[          , genome  4988] predictions:    9629/  10000 (96.29%), best:    9661/10000 (96.61%), error:      1260.33765, best error:      1081.00745 on epoch:    38, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 71.2376785278s, input_fired_time: 0.4822942019, output_fired_time: 0.3774120808, propagate_forward_time: 29.4517955780, propagate_backward_time: 39.1301612854, weight_update_time: 0.1117568687, other_time: 1.7960166931
epoch time: 6.2828855515s, input_fired_time: 0.0553842559, output_fired_time: 0.0000000000, propagate_forward_time: 5.9084310532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190703392
validation[          , genome  4988] predictions:    9593/  10000 (95.93%), best:    9661/10000 (96.61%), error:      1306.28796, best error:      1081.00745 on epoch:    38, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 71.5117492676s, input_fired_time: 0.4870768487, output_fired_time: 0.3865856528, propagate_forward_time: 29.4182586670, propagate_backward_time: 39.4046936035, weight_update_time: 0.1141729727, other_time: 1.8151321411
epoch time: 6.4813103676s, input_fired_time: 0.0558837838, output_fired_time: 0.0000000000, propagate_forward_time: 6.0617008209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637256622
validation[          , genome  4988] predictions:    9603/  10000 (96.03%), best:    9661/10000 (96.61%), error:      1261.45056, best error:      1081.00745 on epoch:    38, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 70.6619796753s, input_fired_time: 0.4803469479, output_fired_time: 0.3842406869, propagate_forward_time: 29.1452541351, propagate_backward_time: 38.8479957581, weight_update_time: 0.1112311408, other_time: 1.8041419983
epoch time: 6.4562978745s, input_fired_time: 0.0557476208, output_fired_time: 0.0000000000, propagate_forward_time: 6.0573954582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3431549072
validation[          , genome  4988] predictions:    9630/  10000 (96.30%), best:    9661/10000 (96.61%), error:      1154.79175, best error:      1081.00745 on epoch:    38, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 70.5599899292s, input_fired_time: 0.4812834263, output_fired_time: 0.3935579658, propagate_forward_time: 29.0916156769, propagate_backward_time: 38.8250617981, weight_update_time: 0.1111492813, other_time: 1.7684745789
epoch time: 6.1802153587s, input_fired_time: 0.0556092709, output_fired_time: 0.0000000000, propagate_forward_time: 5.8056759834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189301491
validation[          , genome  4988] predictions:    9664/  10000 (96.64%), best:    9661/10000 (96.61%), error:      1097.30774, best error:      1081.00745 on epoch:    38, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 70.4873275757s, input_fired_time: 0.4899841249, output_fired_time: 0.3761606812, propagate_forward_time: 29.0507373810, propagate_backward_time: 38.7904396057, weight_update_time: 0.1112675741, other_time: 1.7800102234
epoch time: 6.1491866112s, input_fired_time: 0.0553283244, output_fired_time: 0.0000000000, propagate_forward_time: 5.7752089500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3186492920
validation[          , genome  4988] predictions:    9594/  10000 (95.94%), best:    9661/10000 (96.61%), error:      1282.20081, best error:      1081.00745 on epoch:    38, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 69.9866867065s, input_fired_time: 0.4789296985, output_fired_time: 0.3761901855, propagate_forward_time: 28.8773765564, propagate_backward_time: 38.4924392700, weight_update_time: 0.1102298349, other_time: 1.7617530823
epoch time: 6.1488485336s, input_fired_time: 0.0550183430, output_fired_time: 0.0000000000, propagate_forward_time: 5.7747845650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190455437
validation[          , genome  4988] predictions:    9622/  10000 (96.22%), best:    9661/10000 (96.61%), error:      1192.63879, best error:      1081.00745 on epoch:    38, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 70.0031280518s, input_fired_time: 0.4794287980, output_fired_time: 0.3763024509, propagate_forward_time: 28.8801097870, propagate_backward_time: 38.5022430420, weight_update_time: 0.1106217355, other_time: 1.7650375366
epoch time: 6.1539707184s, input_fired_time: 0.0556849055, output_fired_time: 0.0000000000, propagate_forward_time: 5.7782115936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3200740814
validation[          , genome  4988] predictions:    9678/  10000 (96.78%), best:    9678/10000 (96.78%), error:      1059.42859, best error:      1059.42859 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 70.1663131714s, input_fired_time: 0.4797583818, output_fired_time: 0.3749499321, propagate_forward_time: 28.9678478241, propagate_backward_time: 38.5743141174, weight_update_time: 0.1102792695, other_time: 1.7694435120
epoch time: 6.1475872993s, input_fired_time: 0.0552399494, output_fired_time: 0.0000000000, propagate_forward_time: 5.7733502388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189969063
validation[          , genome  4988] predictions:    9591/  10000 (95.91%), best:    9678/10000 (96.78%), error:      1303.10559, best error:      1059.42859 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 70.4482803345s, input_fired_time: 0.4811978638, output_fired_time: 0.3821667433, propagate_forward_time: 29.0817165375, propagate_backward_time: 38.7209243774, weight_update_time: 0.1112841219, other_time: 1.7822723389
epoch time: 6.1557822227s, input_fired_time: 0.0556498282, output_fired_time: 0.0000000000, propagate_forward_time: 5.7808656693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192667961
validation[          , genome  4988] predictions:    9541/  10000 (95.41%), best:    9678/10000 (96.78%), error:      1581.44080, best error:      1059.42859 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 70.1574172974s, input_fired_time: 0.4865209758, output_fired_time: 0.3746354580, propagate_forward_time: 28.9595012665, propagate_backward_time: 38.5670547485, weight_update_time: 0.1107623950, other_time: 1.7697067261
epoch time: 6.1579542160s, input_fired_time: 0.0551653914, output_fired_time: 0.0000000000, propagate_forward_time: 5.7819461823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208427429
validation[          , genome  4988] predictions:    9646/  10000 (96.46%), best:    9678/10000 (96.78%), error:      1167.44727, best error:      1059.42859 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 70.5588912964s, input_fired_time: 0.4808659852, output_fired_time: 0.3848578334, propagate_forward_time: 29.0961418152, propagate_backward_time: 38.8080787659, weight_update_time: 0.1108518317, other_time: 1.7889480591
epoch time: 6.1582756042s, input_fired_time: 0.0557251424, output_fired_time: 0.0000000000, propagate_forward_time: 5.7835617065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189888000
validation[          , genome  4988] predictions:    9605/  10000 (96.05%), best:    9678/10000 (96.78%), error:      1261.43262, best error:      1059.42859 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 71.0229568481s, input_fired_time: 0.4865913391, output_fired_time: 0.3836560845, propagate_forward_time: 29.1721954346, propagate_backward_time: 39.1758232117, weight_update_time: 0.1127831936, other_time: 1.8046836853
epoch time: 6.2809948921s, input_fired_time: 0.0560879819, output_fired_time: 0.0000000000, propagate_forward_time: 5.8703432083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545637131
validation[          , genome  4988] predictions:    9629/  10000 (96.29%), best:    9678/10000 (96.78%), error:      1214.31543, best error:      1059.42859 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 70.4201431274s, input_fired_time: 0.4826709032, output_fired_time: 0.3823326826, propagate_forward_time: 28.9499454498, propagate_backward_time: 38.8090171814, weight_update_time: 0.1117657498, other_time: 1.7961769104
epoch time: 6.1492886543s, input_fired_time: 0.0554455966, output_fired_time: 0.0000000000, propagate_forward_time: 5.7745490074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192939758
validation[          , genome  4988] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1051.79565, best error:      1051.79565 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 70.2408523560s, input_fired_time: 0.5134186149, output_fired_time: 0.3786122799, propagate_forward_time: 28.9250507355, propagate_backward_time: 38.6514396667, weight_update_time: 0.1113959625, other_time: 1.7723350525
epoch time: 6.1537351608s, input_fired_time: 0.0556619652, output_fired_time: 0.0000000000, propagate_forward_time: 5.7776746750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203983307
validation[          , genome  4988] predictions:    9625/  10000 (96.25%), best:    9666/10000 (96.66%), error:      1199.10510, best error:      1051.79565 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 70.0324783325s, input_fired_time: 0.4817499518, output_fired_time: 0.3763200939, propagate_forward_time: 28.8740005493, propagate_backward_time: 38.5272483826, weight_update_time: 0.1108950227, other_time: 1.7731590271
epoch time: 6.1480493546s, input_fired_time: 0.0559037179, output_fired_time: 0.0000000000, propagate_forward_time: 5.7729511261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191943169
validation[          , genome  4988] predictions:    9611/  10000 (96.11%), best:    9666/10000 (96.66%), error:      1282.09949, best error:      1051.79565 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 70.0239334106s, input_fired_time: 0.4808205366, output_fired_time: 0.3765129447, propagate_forward_time: 28.8786239624, propagate_backward_time: 38.5186500549, weight_update_time: 0.1106829122, other_time: 1.7693290710
epoch time: 6.1522598267s, input_fired_time: 0.0550189205, output_fired_time: 0.0000000000, propagate_forward_time: 5.7780766487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191642761
validation[          , genome  4988] predictions:    9604/  10000 (96.04%), best:    9666/10000 (96.66%), error:      1268.27148, best error:      1051.79565 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 70.2454071045s, input_fired_time: 0.4810382724, output_fired_time: 0.3774888813, propagate_forward_time: 28.9517116547, propagate_backward_time: 38.6633720398, weight_update_time: 0.1104462445, other_time: 1.7717933655
epoch time: 6.2362179756s, input_fired_time: 0.0545367040, output_fired_time: 0.0000000000, propagate_forward_time: 5.8625345230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191466331
validation[          , genome  4988] predictions:    9610/  10000 (96.10%), best:    9666/10000 (96.66%), error:      1241.97510, best error:      1051.79565 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 70.0855712891s, input_fired_time: 0.4785488546, output_fired_time: 0.3748972118, propagate_forward_time: 28.9166469574, propagate_backward_time: 38.5394668579, weight_update_time: 0.1111500114, other_time: 1.7760086060
epoch time: 6.1565251350s, input_fired_time: 0.0554147996, output_fired_time: 0.0000000000, propagate_forward_time: 5.7806568146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3204536438
validation[          , genome  4988] predictions:    9662/  10000 (96.62%), best:    9666/10000 (96.66%), error:      1109.36646, best error:      1051.79565 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 70.0993194580s, input_fired_time: 0.4810436666, output_fired_time: 0.3768348992, propagate_forward_time: 28.8835697174, propagate_backward_time: 38.5855407715, weight_update_time: 0.1107743531, other_time: 1.7723312378
epoch time: 6.1516246796s, input_fired_time: 0.0553817227, output_fired_time: 0.0000000000, propagate_forward_time: 5.7768573761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3193855286
validation[          , genome  4988] predictions:    9657/  10000 (96.57%), best:    9666/10000 (96.66%), error:      1069.23584, best error:      1051.79565 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 70.0798645020s, input_fired_time: 0.4802033305, output_fired_time: 0.3756375015, propagate_forward_time: 28.9116554260, propagate_backward_time: 38.5421562195, weight_update_time: 0.1105724424, other_time: 1.7702102661
epoch time: 6.1529784203s, input_fired_time: 0.0558537059, output_fired_time: 0.0000000000, propagate_forward_time: 5.7779064178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192181587
validation[          , genome  4988] predictions:    9639/  10000 (96.39%), best:    9666/10000 (96.66%), error:      1136.58508, best error:      1051.79565 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 71.0839157104s, input_fired_time: 0.5042871237, output_fired_time: 0.3781498075, propagate_forward_time: 29.3134346008, propagate_backward_time: 39.1066780090, weight_update_time: 0.1115546450, other_time: 1.7813644409
epoch time: 6.1546840668s, input_fired_time: 0.0557775088, output_fired_time: 0.0000000000, propagate_forward_time: 5.7792077065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3196988106
validation[          , genome  4988] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1071.98425, best error:      1051.79565 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 70.7899703979s, input_fired_time: 0.5014739037, output_fired_time: 0.3775687218, propagate_forward_time: 29.1366462708, propagate_backward_time: 38.9760665894, weight_update_time: 0.1112794429, other_time: 1.7982139587
epoch time: 6.2589874268s, input_fired_time: 0.0562742203, output_fired_time: 0.0000000000, propagate_forward_time: 5.8802356720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3224773407
validation[          , genome  4988] predictions:    9652/  10000 (96.52%), best:    9666/10000 (96.66%), error:      1154.19006, best error:      1051.79565 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 70.7643890381s, input_fired_time: 0.4856513739, output_fired_time: 0.3780261576, propagate_forward_time: 29.1867904663, propagate_backward_time: 38.9387855530, weight_update_time: 0.1121299639, other_time: 1.7751350403
epoch time: 6.2055573463s, input_fired_time: 0.0558459871, output_fired_time: 0.0000000000, propagate_forward_time: 5.8307242393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189868927
validation[          , genome  4988] predictions:    9655/  10000 (96.55%), best:    9666/10000 (96.66%), error:      1106.04541, best error:      1051.79565 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 71.0343627930s, input_fired_time: 0.4921154678, output_fired_time: 0.3786727786, propagate_forward_time: 29.3609180450, propagate_backward_time: 38.9740219116, weight_update_time: 0.1135947332, other_time: 1.8286361694
epoch time: 6.1704473495s, input_fired_time: 0.0559737422, output_fired_time: 0.0000000000, propagate_forward_time: 5.7959957123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184781075
validation[          , genome  4988] predictions:    9669/  10000 (96.69%), best:    9666/10000 (96.66%), error:      1056.24231, best error:      1051.79565 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 70.6274566650s, input_fired_time: 0.4842573106, output_fired_time: 0.3759962916, propagate_forward_time: 29.1972465515, propagate_backward_time: 38.7951545715, weight_update_time: 0.1109523103, other_time: 1.7747955322
epoch time: 6.2127752304s, input_fired_time: 0.0561309122, output_fired_time: 0.0000000000, propagate_forward_time: 5.8376226425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190217018
validation[          , genome  4988] predictions:    9654/  10000 (96.54%), best:    9666/10000 (96.66%), error:      1126.45825, best error:      1051.79565 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 70.4791870117s, input_fired_time: 0.4832096696, output_fired_time: 0.3736122251, propagate_forward_time: 29.1267967224, propagate_backward_time: 38.7198905945, weight_update_time: 0.1105386764, other_time: 1.7756805420
epoch time: 6.2235903740s, input_fired_time: 0.0557703078, output_fired_time: 0.0000000000, propagate_forward_time: 5.8478732109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199467659
validation[          , genome  4988] predictions:    9622/  10000 (96.22%), best:    9666/10000 (96.66%), error:      1253.43884, best error:      1051.79565 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 70.1350402832s, input_fired_time: 0.4828163385, output_fired_time: 0.3752143681, propagate_forward_time: 28.9488105774, propagate_backward_time: 38.5581169128, weight_update_time: 0.1105472147, other_time: 1.7700805664
epoch time: 6.2223773003s, input_fired_time: 0.0568271317, output_fired_time: 0.0000000000, propagate_forward_time: 5.8444161415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3211340904
validation[          , genome  4988] predictions:    9598/  10000 (95.98%), best:    9666/10000 (96.66%), error:      1296.11768, best error:      1051.79565 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 71.2099761963s, input_fired_time: 0.4909673333, output_fired_time: 0.3916469216, propagate_forward_time: 29.1674022675, propagate_backward_time: 39.3171882629, weight_update_time: 0.1141040921, other_time: 1.8427696228
epoch time: 6.1651821136s, input_fired_time: 0.0565737039, output_fired_time: 0.0000000000, propagate_forward_time: 5.7898302078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3187780380
validation[          , genome  4988] predictions:    9634/  10000 (96.34%), best:    9666/10000 (96.66%), error:      1203.71289, best error:      1051.79565 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 70.1381225586s, input_fired_time: 0.4836409688, output_fired_time: 0.3763052225, propagate_forward_time: 28.9342021942, propagate_backward_time: 38.5769653320, weight_update_time: 0.1107385531, other_time: 1.7670059204
epoch time: 6.1613454819s, input_fired_time: 0.0560911037, output_fired_time: 0.0000000000, propagate_forward_time: 5.7868356705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184185028
validation[          , genome  4988] predictions:    9657/  10000 (96.57%), best:    9666/10000 (96.66%), error:      1158.87671, best error:      1051.79565 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 70.4541320801s, input_fired_time: 0.4834842086, output_fired_time: 0.3764650524, propagate_forward_time: 29.1039981842, propagate_backward_time: 38.7171211243, weight_update_time: 0.1111285910, other_time: 1.7730674744
epoch time: 6.1558251381s, input_fired_time: 0.0556634590, output_fired_time: 0.0000000000, propagate_forward_time: 5.7821240425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180375099
validation[          , genome  4988] predictions:    9678/  10000 (96.78%), best:    9666/10000 (96.66%), error:      1079.13452, best error:      1051.79565 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 70.3895568848s, input_fired_time: 0.4843942821, output_fired_time: 0.3833134770, propagate_forward_time: 29.0104141235, propagate_backward_time: 38.7339935303, weight_update_time: 0.1110112220, other_time: 1.7774353027
epoch time: 6.4824028015s, input_fired_time: 0.0800979510, output_fired_time: 0.0000000000, propagate_forward_time: 6.0455117226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567929268
validation[          , genome  4988] predictions:    9642/  10000 (96.42%), best:    9666/10000 (96.66%), error:      1120.98962, best error:      1051.79565 on epoch:    77, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 70.7660675049s, input_fired_time: 0.4863117039, output_fired_time: 0.3805686235, propagate_forward_time: 29.2452754974, propagate_backward_time: 38.8656158447, weight_update_time: 0.1121045500, other_time: 1.7882919312
epoch time: 6.2524127960s, input_fired_time: 0.0554393567, output_fired_time: 0.0000000000, propagate_forward_time: 5.8782691956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3187041283
validation[          , genome  4988] predictions:    9609/  10000 (96.09%), best:    9666/10000 (96.66%), error:      1288.42114, best error:      1051.79565 on epoch:    77, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 70.7119369507s, input_fired_time: 0.4865520298, output_fired_time: 0.3769103289, propagate_forward_time: 29.1625022888, propagate_backward_time: 38.8975219727, weight_update_time: 0.1111403629, other_time: 1.7884559631
epoch time: 6.1792807579s, input_fired_time: 0.0563118681, output_fired_time: 0.0000000000, propagate_forward_time: 5.8036217690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3193469048
validation[          , genome  4988] predictions:    9640/  10000 (96.40%), best:    9666/10000 (96.66%), error:      1221.51819, best error:      1051.79565 on epoch:    77, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 70.3981933594s, input_fired_time: 0.4836490452, output_fired_time: 0.3760141432, propagate_forward_time: 29.0310592651, propagate_backward_time: 38.7402076721, weight_update_time: 0.1107019857, other_time: 1.7672615051
epoch time: 6.1411161423s, input_fired_time: 0.0558387265, output_fired_time: 0.0000000000, propagate_forward_time: 5.7668914795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3183860779
validation[          , genome  4988] predictions:    9622/  10000 (96.22%), best:    9666/10000 (96.66%), error:      1211.17908, best error:      1051.79565 on epoch:    77, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 70.5474929810s, input_fired_time: 0.4860557914, output_fired_time: 0.3760002255, propagate_forward_time: 29.0978565216, propagate_backward_time: 38.8074951172, weight_update_time: 0.1116410568, other_time: 1.7800903320
epoch time: 6.2202095985s, input_fired_time: 0.0560651459, output_fired_time: 0.0000000000, propagate_forward_time: 5.8433866501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207578659
validation[          , genome  4988] predictions:    9608/  10000 (96.08%), best:    9666/10000 (96.66%), error:      1264.10364, best error:      1051.79565 on epoch:    77, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 70.7758941650s, input_fired_time: 0.4872558713, output_fired_time: 0.3750932217, propagate_forward_time: 29.2837352753, propagate_backward_time: 38.8586769104, weight_update_time: 0.1118148044, other_time: 1.7711296082
epoch time: 6.2284059525s, input_fired_time: 0.0563283302, output_fired_time: 0.0000000000, propagate_forward_time: 5.8518900871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201875687
validation[          , genome  4988] predictions:    9630/  10000 (96.30%), best:    9666/10000 (96.66%), error:      1168.59583, best error:      1051.79565 on epoch:    77, 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: 31.7745609283s, input_fired_time: 0.2836283445, output_fired_time: 0.0000000000, propagate_forward_time: 29.7648487091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7260837555
best training[          , genome  4988] predictions:   49238/  50000 (98.48%), best:    9666/10000 (96.66%), error:      2829.34644, best error:      1051.79565 on epoch:    77, 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: 6.3637886047s, input_fired_time: 0.0550906062, output_fired_time: 0.0000000000, propagate_forward_time: 5.9353199005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733782768
   testing[          , genome  4988] predictions:    9681/  10000 (96.81%), best:    9666/10000 (96.66%), error:      1027.15015, best error:      1051.79565 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:34:06 (21332): called boinc_finish(0)

</stderr_txt>
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