Nameexact_genome_1512568488_44_2813_0
Workunit2585381
Created7 Dec 2017, 1:38:57 UTC
Sent7 Dec 2017, 1:46:22 UTC
Report deadline10 Dec 2017, 20:51:03 UTC
Received7 Dec 2017, 13:24:58 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time2 hours 11 min 29 sec
CPU time2 hours 8 min 38 sec
Validate stateValid
Credit948.73
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.22 MB
Peak swap size157.01 MB
Peak disk usage1.56 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1056044623, output_fired_time: 0.0000000000, propagate_forward_time: 5.2509026527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4887299538
validation[          , genome  2813] predictions:    9366/  10000 (93.66%), best:    9477/10000 (94.77%), error:      2148.12280, best error:      1872.57483 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 70.6285705566s, input_fired_time: 0.8161969781, output_fired_time: 0.8453392982, propagate_forward_time: 25.8965034485, propagate_backward_time: 40.4207382202, weight_update_time: 0.1420607567, other_time: 2.6497917175
epoch time: 5.8263354301s, input_fired_time: 0.1023676917, output_fired_time: 0.0000000000, propagate_forward_time: 5.2581729889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657945633
validation[          , genome  2813] predictions:    9439/  10000 (94.39%), best:    9477/10000 (94.77%), error:      1921.79419, best error:      1872.57483 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 71.0708618164s, input_fired_time: 0.8148801923, output_fired_time: 0.8489611745, propagate_forward_time: 26.1462306976, propagate_backward_time: 40.6501159668, weight_update_time: 0.1410602480, other_time: 2.6106719971
epoch time: 5.7485208511s, input_fired_time: 0.1023310795, output_fired_time: 0.0000000000, propagate_forward_time: 5.1625084877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4836812019
validation[          , genome  2813] predictions:    9378/  10000 (93.78%), best:    9477/10000 (94.77%), error:      2166.74707, best error:      1872.57483 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 71.1045761108s, input_fired_time: 0.8252218366, output_fired_time: 0.8514595032, propagate_forward_time: 26.1649913788, propagate_backward_time: 40.4948425293, weight_update_time: 0.1448746771, other_time: 2.7680664063
epoch time: 5.9883008003s, input_fired_time: 0.1086721346, output_fired_time: 0.0000000000, propagate_forward_time: 5.3833270073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963016510
validation[          , genome  2813] predictions:    9437/  10000 (94.37%), best:    9477/10000 (94.77%), error:      1915.85449, best error:      1872.57483 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 70.9504547119s, input_fired_time: 0.8130738139, output_fired_time: 0.8472523093, propagate_forward_time: 26.0861873627, propagate_backward_time: 40.5848236084, weight_update_time: 0.1413369328, other_time: 2.6191177368
epoch time: 5.7290711403s, input_fired_time: 0.1024043113, output_fired_time: 0.0000000000, propagate_forward_time: 5.1601457596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665212631
validation[          , genome  2813] predictions:    9425/  10000 (94.25%), best:    9477/10000 (94.77%), error:      1968.71045, best error:      1872.57483 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 70.9805374146s, input_fired_time: 0.8239186406, output_fired_time: 0.8486952782, propagate_forward_time: 25.9600028992, propagate_backward_time: 40.5463104248, weight_update_time: 0.1458414197, other_time: 2.8016090393
epoch time: 5.9712715149s, input_fired_time: 0.1096732542, output_fired_time: 0.0000000000, propagate_forward_time: 5.3566865921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5049118996
validation[          , genome  2813] predictions:    9432/  10000 (94.32%), best:    9477/10000 (94.77%), error:      1899.26868, best error:      1872.57483 on epoch:     9, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 68.9289398193s, input_fired_time: 0.8024880886, output_fired_time: 0.8378176093, propagate_forward_time: 24.9109268188, propagate_backward_time: 39.6316452026, weight_update_time: 0.1410208344, other_time: 2.7460632324
epoch time: 5.7791318893s, input_fired_time: 0.1028569341, output_fired_time: 0.0000000000, propagate_forward_time: 5.1913590431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4849157333
validation[          , genome  2813] predictions:    9452/  10000 (94.52%), best:    9477/10000 (94.77%), error:      1873.38550, best error:      1872.57483 on epoch:     9, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 71.0334472656s, input_fired_time: 0.8219543099, output_fired_time: 0.8536922932, propagate_forward_time: 26.0312213898, propagate_backward_time: 40.5955886841, weight_update_time: 0.1426999718, other_time: 2.7309951782
epoch time: 6.1480927467s, input_fired_time: 0.1126498580, output_fired_time: 0.0000000000, propagate_forward_time: 5.5222840309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5131587982
validation[          , genome  2813] predictions:    9461/  10000 (94.61%), best:    9461/10000 (94.61%), error:      1831.49097, best error:      1831.49097 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 70.7443618774s, input_fired_time: 0.8243237138, output_fired_time: 0.8420041203, propagate_forward_time: 25.9281902313, propagate_backward_time: 40.4422111511, weight_update_time: 0.1425674707, other_time: 2.7076301575
epoch time: 5.5788898468s, input_fired_time: 0.1000798121, output_fired_time: 0.0000000000, propagate_forward_time: 4.9979119301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4808979034
validation[          , genome  2813] predictions:    9469/  10000 (94.69%), best:    9469/10000 (94.69%), error:      1827.09766, best error:      1827.09766 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 70.7910308838s, input_fired_time: 0.8283833265, output_fired_time: 0.8466886282, propagate_forward_time: 25.9200668335, propagate_backward_time: 40.4326782227, weight_update_time: 0.1448192298, other_time: 2.7632141113
epoch time: 5.1240200996s, input_fired_time: 0.0976334512, output_fired_time: 0.0000000000, propagate_forward_time: 4.5449485779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814381599
validation[          , genome  2813] predictions:    9461/  10000 (94.61%), best:    9469/10000 (94.69%), error:      1846.46350, best error:      1827.09766 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 69.8400650024s, input_fired_time: 0.8211237788, output_fired_time: 0.8456165791, propagate_forward_time: 25.3224582672, propagate_backward_time: 40.1392478943, weight_update_time: 0.1410922110, other_time: 2.7116203308
epoch time: 5.7392039299s, input_fired_time: 0.1028506383, output_fired_time: 0.0000000000, propagate_forward_time: 5.1705474854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4658060074
validation[          , genome  2813] predictions:    9440/  10000 (94.40%), best:    9469/10000 (94.69%), error:      1926.29626, best error:      1827.09766 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 71.2660827637s, input_fired_time: 0.8220521212, output_fired_time: 0.8505721688, propagate_forward_time: 26.2233352661, propagate_backward_time: 40.7035827637, weight_update_time: 0.1431397200, other_time: 2.6665420532
epoch time: 5.8362889290s, input_fired_time: 0.1048447937, output_fired_time: 0.0000000000, propagate_forward_time: 5.2518930435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795513153
validation[          , genome  2813] predictions:    9465/  10000 (94.65%), best:    9469/10000 (94.69%), error:      1835.11719, best error:      1827.09766 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 71.1948394775s, input_fired_time: 0.8329294324, output_fired_time: 0.8567688465, propagate_forward_time: 25.9872894287, propagate_backward_time: 40.7488174438, weight_update_time: 0.1443965137, other_time: 2.7690353394
epoch time: 5.7976746559s, input_fired_time: 0.1047622561, output_fired_time: 0.0000000000, propagate_forward_time: 5.2081027031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4848098755
validation[          , genome  2813] predictions:    9488/  10000 (94.88%), best:    9488/10000 (94.88%), error:      1772.44714, best error:      1772.44714 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 71.2879867554s, input_fired_time: 0.8243705630, output_fired_time: 0.8494482040, propagate_forward_time: 26.1787090302, propagate_backward_time: 40.7787628174, weight_update_time: 0.1416114271, other_time: 2.6566925049
epoch time: 6.1675343513s, input_fired_time: 0.1109336913, output_fired_time: 0.0000000000, propagate_forward_time: 5.5415287018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5150718689
validation[          , genome  2813] predictions:    9326/  10000 (93.26%), best:    9488/10000 (94.88%), error:      2277.38135, best error:      1772.44714 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 68.1769714355s, input_fired_time: 0.7990640998, output_fired_time: 0.8351761699, propagate_forward_time: 24.4341506958, propagate_backward_time: 39.3815917969, weight_update_time: 0.1403628439, other_time: 2.7269897461
epoch time: 5.8799142838s, input_fired_time: 0.1068792269, output_fired_time: 0.0000000000, propagate_forward_time: 5.2797369957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4932980537
validation[          , genome  2813] predictions:    9468/  10000 (94.68%), best:    9488/10000 (94.88%), error:      1838.92651, best error:      1772.44714 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 70.8385314941s, input_fired_time: 0.8249751925, output_fired_time: 0.8469030857, propagate_forward_time: 25.9685878754, propagate_backward_time: 40.4685707092, weight_update_time: 0.1442426592, other_time: 2.7294960022
epoch time: 5.9816908836s, input_fired_time: 0.1086841673, output_fired_time: 0.0000000000, propagate_forward_time: 5.3726568222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003499985
validation[          , genome  2813] predictions:    9410/  10000 (94.10%), best:    9488/10000 (94.88%), error:      2045.56677, best error:      1772.44714 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 70.8086166382s, input_fired_time: 0.8270645738, output_fired_time: 0.8493762612, propagate_forward_time: 25.9172573090, propagate_backward_time: 40.4852104187, weight_update_time: 0.1423894018, other_time: 2.7297096252
epoch time: 5.8619399071s, input_fired_time: 0.1087690294, output_fired_time: 0.0000000000, propagate_forward_time: 5.2455549240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5076160431
validation[          , genome  2813] predictions:    9479/  10000 (94.79%), best:    9488/10000 (94.88%), error:      1786.53223, best error:      1772.44714 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 71.0719833374s, input_fired_time: 0.8241661191, output_fired_time: 0.8478329778, propagate_forward_time: 26.0912246704, propagate_backward_time: 40.5897941589, weight_update_time: 0.1429477483, other_time: 2.7189674377
epoch time: 5.7464566231s, input_fired_time: 0.1040115580, output_fired_time: 0.0000000000, propagate_forward_time: 5.1592574120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4831876755
validation[          , genome  2813] predictions:    9472/  10000 (94.72%), best:    9488/10000 (94.88%), error:      1812.17798, best error:      1772.44714 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 70.2045059204s, input_fired_time: 0.8188763857, output_fired_time: 0.8452404737, propagate_forward_time: 25.5978641510, propagate_backward_time: 40.2451934814, weight_update_time: 0.1421603560, other_time: 2.6973342896
epoch time: 5.7516546249s, input_fired_time: 0.1018472388, output_fired_time: 0.0000000000, propagate_forward_time: 5.1844787598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653286934
validation[          , genome  2813] predictions:    9487/  10000 (94.87%), best:    9487/10000 (94.87%), error:      1746.70129, best error:      1746.70129 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 70.9557418823s, input_fired_time: 0.8234295845, output_fired_time: 0.8515687585, propagate_forward_time: 26.0349311829, propagate_backward_time: 40.5747489929, weight_update_time: 0.1415275037, other_time: 2.6710586548
epoch time: 5.6936607361s, input_fired_time: 0.1023324206, output_fired_time: 0.0000000000, propagate_forward_time: 5.1303300858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609980583
validation[          , genome  2813] predictions:    9504/  10000 (95.04%), best:    9504/10000 (95.04%), error:      1735.74731, best error:      1735.74731 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 71.6294860840s, input_fired_time: 0.8398066163, output_fired_time: 0.8523665071, propagate_forward_time: 26.2875843048, propagate_backward_time: 40.8676338196, weight_update_time: 0.1473080814, other_time: 2.7821006775
epoch time: 5.7702879906s, input_fired_time: 0.1043601409, output_fired_time: 0.0000000000, propagate_forward_time: 5.1836881638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4822397232
validation[          , genome  2813] predictions:    9488/  10000 (94.88%), best:    9504/10000 (95.04%), error:      1763.16504, best error:      1735.74731 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 66.9695205688s, input_fired_time: 0.7976775169, output_fired_time: 0.8292990327, propagate_forward_time: 23.8302135468, propagate_backward_time: 38.7601013184, weight_update_time: 0.1406012326, other_time: 2.7522277832
epoch time: 5.8234386444s, input_fired_time: 0.1041083857, output_fired_time: 0.0000000000, propagate_forward_time: 5.2454009056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739294052
validation[          , genome  2813] predictions:    9494/  10000 (94.94%), best:    9504/10000 (95.04%), error:      1757.61487, best error:      1735.74731 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 71.3391876221s, input_fired_time: 0.8305757642, output_fired_time: 0.8527772427, propagate_forward_time: 26.1540050507, propagate_backward_time: 40.7248802185, weight_update_time: 0.1466479003, other_time: 2.7769508362
epoch time: 6.1541476250s, input_fired_time: 0.1125980616, output_fired_time: 0.0000000000, propagate_forward_time: 5.5251998901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5163497925
validation[          , genome  2813] predictions:    9484/  10000 (94.84%), best:    9504/10000 (95.04%), error:      1778.98694, best error:      1735.74731 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 71.2366867065s, input_fired_time: 0.8323772550, output_fired_time: 0.8530368209, propagate_forward_time: 26.1687526703, propagate_backward_time: 40.6147575378, weight_update_time: 0.1457298249, other_time: 2.7677650452
epoch time: 5.7449660301s, input_fired_time: 0.1038732007, output_fired_time: 0.0000000000, propagate_forward_time: 5.1760635376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650292397
validation[          , genome  2813] predictions:    9475/  10000 (94.75%), best:    9504/10000 (95.04%), error:      1804.93323, best error:      1735.74731 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 70.8139572144s, input_fired_time: 0.8275257349, output_fired_time: 0.8461282849, propagate_forward_time: 25.9717769623, propagate_backward_time: 40.4644241333, weight_update_time: 0.1424875557, other_time: 2.7041015625
epoch time: 5.8306226730s, input_fired_time: 0.1042297855, output_fired_time: 0.0000000000, propagate_forward_time: 5.2425370216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838557243
validation[          , genome  2813] predictions:    9469/  10000 (94.69%), best:    9504/10000 (95.04%), error:      1810.71570, best error:      1735.74731 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 67.4928436279s, input_fired_time: 0.8062667251, output_fired_time: 0.8338764906, propagate_forward_time: 24.0746536255, propagate_backward_time: 38.9704475403, weight_update_time: 0.1416741908, other_time: 2.8075981140
epoch time: 5.7979674339s, input_fired_time: 0.1027890518, output_fired_time: 0.0000000000, propagate_forward_time: 5.2324914932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4626870155
validation[          , genome  2813] predictions:    9454/  10000 (94.54%), best:    9504/10000 (95.04%), error:      1855.53003, best error:      1735.74731 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 68.4318084717s, input_fired_time: 0.8161430955, output_fired_time: 0.8371031284, propagate_forward_time: 24.5355510712, propagate_backward_time: 39.4221420288, weight_update_time: 0.1416121572, other_time: 2.8208618164
epoch time: 5.8271880150s, input_fired_time: 0.1068359241, output_fired_time: 0.0000000000, propagate_forward_time: 5.2379460335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4824061394
validation[          , genome  2813] predictions:    9510/  10000 (95.10%), best:    9510/10000 (95.10%), error:      1671.32385, best error:      1671.32385 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 71.1850433350s, input_fired_time: 0.8328934908, output_fired_time: 0.8597058058, propagate_forward_time: 26.0397987366, propagate_backward_time: 40.7419853210, weight_update_time: 0.1436284482, other_time: 2.7106628418
epoch time: 5.6746354103s, input_fired_time: 0.1033532023, output_fired_time: 0.0000000000, propagate_forward_time: 5.1047396660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665427208
validation[          , genome  2813] predictions:    9505/  10000 (95.05%), best:    9505/10000 (95.05%), error:      1664.14551, best error:      1664.14551 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 70.8101425171s, input_fired_time: 0.8343837261, output_fired_time: 0.8516620994, propagate_forward_time: 25.8925056458, propagate_backward_time: 40.4712524414, weight_update_time: 0.1440569162, other_time: 2.7603416443
epoch time: 5.8050227165s, input_fired_time: 0.1041507870, output_fired_time: 0.0000000000, propagate_forward_time: 5.2380228043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628491402
validation[          , genome  2813] predictions:    9476/  10000 (94.76%), best:    9505/10000 (95.05%), error:      1721.62732, best error:      1664.14551 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 70.4513397217s, input_fired_time: 0.8224710822, output_fired_time: 0.8521459103, propagate_forward_time: 25.7228813171, propagate_backward_time: 40.3142585754, weight_update_time: 0.1431892067, other_time: 2.7395858765
epoch time: 5.1231899261s, input_fired_time: 0.1002485007, output_fired_time: 0.0000000000, propagate_forward_time: 4.5475769043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4753646851
validation[          , genome  2813] predictions:    9508/  10000 (95.08%), best:    9505/10000 (95.05%), error:      1689.68652, best error:      1664.14551 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 70.9486007690s, input_fired_time: 0.8341705203, output_fired_time: 0.8464811444, propagate_forward_time: 25.9964733124, propagate_backward_time: 40.5249748230, weight_update_time: 0.1449652165, other_time: 2.7465019226
epoch time: 5.7595386505s, input_fired_time: 0.1043605432, output_fired_time: 0.0000000000, propagate_forward_time: 5.1869611740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682168961
validation[          , genome  2813] predictions:    9515/  10000 (95.15%), best:    9505/10000 (95.05%), error:      1705.74890, best error:      1664.14551 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 69.3225173950s, input_fired_time: 0.8109400272, output_fired_time: 0.8419027328, propagate_forward_time: 25.1969223022, propagate_backward_time: 39.8262863159, weight_update_time: 0.1407458484, other_time: 2.6464614868
epoch time: 5.7673368454s, input_fired_time: 0.1036451161, output_fired_time: 0.0000000000, propagate_forward_time: 5.1835336685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801578522
validation[          , genome  2813] predictions:    9500/  10000 (95.00%), best:    9505/10000 (95.05%), error:      1692.23718, best error:      1664.14551 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 71.1263198853s, input_fired_time: 0.8260888457, output_fired_time: 0.8465619683, propagate_forward_time: 26.1829147339, propagate_backward_time: 40.6421699524, weight_update_time: 0.1423943341, other_time: 2.6285820007
epoch time: 5.6555418968s, input_fired_time: 0.1047435254, output_fired_time: 0.0000000000, propagate_forward_time: 5.0678853989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829130173
validation[          , genome  2813] predictions:    9500/  10000 (95.00%), best:    9505/10000 (95.05%), error:      1683.33020, best error:      1664.14551 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 70.0629959106s, input_fired_time: 0.8283147216, output_fired_time: 0.8420161605, propagate_forward_time: 25.5826759338, propagate_backward_time: 40.0653724670, weight_update_time: 0.1417648792, other_time: 2.7446136475
epoch time: 5.9955134392s, input_fired_time: 0.1092492342, output_fired_time: 0.0000000000, propagate_forward_time: 5.3818507195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5044136047
validation[          , genome  2813] predictions:    9476/  10000 (94.76%), best:    9505/10000 (95.05%), error:      1799.65759, best error:      1664.14551 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 70.4642105103s, input_fired_time: 0.8402783871, output_fired_time: 0.8440691829, propagate_forward_time: 25.7918262482, propagate_backward_time: 40.2234764099, weight_update_time: 0.1427781582, other_time: 2.7645606995
epoch time: 5.7976312637s, input_fired_time: 0.1043333411, output_fired_time: 0.0000000000, propagate_forward_time: 5.2282948494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650030136
validation[          , genome  2813] predictions:    9497/  10000 (94.97%), best:    9505/10000 (95.05%), error:      1712.09131, best error:      1664.14551 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 70.9948806763s, input_fired_time: 0.8227542043, output_fired_time: 0.8488291502, propagate_forward_time: 26.0524616241, propagate_backward_time: 40.5959205627, weight_update_time: 0.1427620947, other_time: 2.6749153137
epoch time: 5.6478338242s, input_fired_time: 0.1038517579, output_fired_time: 0.0000000000, propagate_forward_time: 5.0729031563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4710788727
validation[          , genome  2813] predictions:    9486/  10000 (94.86%), best:    9505/10000 (95.05%), error:      1739.25024, best error:      1664.14551 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 68.7402496338s, input_fired_time: 0.8116018772, output_fired_time: 0.8366951346, propagate_forward_time: 24.8021945953, propagate_backward_time: 39.4750137329, weight_update_time: 0.1425442249, other_time: 2.8147506714
epoch time: 5.6188416481s, input_fired_time: 0.1006394774, output_fired_time: 0.0000000000, propagate_forward_time: 5.0484142303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697880745
validation[          , genome  2813] predictions:    9496/  10000 (94.96%), best:    9505/10000 (95.05%), error:      1771.04761, best error:      1664.14551 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 71.2401123047s, input_fired_time: 0.8345940709, output_fired_time: 0.8557529449, propagate_forward_time: 26.1034927368, propagate_backward_time: 40.7044029236, weight_update_time: 0.1434441060, other_time: 2.7418708801
epoch time: 5.7824907303s, input_fired_time: 0.1037205234, output_fired_time: 0.0000000000, propagate_forward_time: 5.1973710060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4813990593
validation[          , genome  2813] predictions:    9527/  10000 (95.27%), best:    9527/10000 (95.27%), error:      1644.00476, best error:      1644.00476 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 70.2957687378s, input_fired_time: 0.8256752491, output_fired_time: 0.8409875631, propagate_forward_time: 25.7700347900, propagate_backward_time: 40.2178726196, weight_update_time: 0.1397742927, other_time: 2.6411972046
epoch time: 5.7040257454s, input_fired_time: 0.1048475206, output_fired_time: 0.0000000000, propagate_forward_time: 5.1186509132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4805274010
validation[          , genome  2813] predictions:    9487/  10000 (94.87%), best:    9527/10000 (95.27%), error:      1795.31543, best error:      1644.00476 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 69.8318176270s, input_fired_time: 0.8249877691, output_fired_time: 0.8428238630, propagate_forward_time: 25.3766174316, propagate_backward_time: 40.0099258423, weight_update_time: 0.1429325044, other_time: 2.7774581909
epoch time: 5.9021449089s, input_fired_time: 0.1082811728, output_fired_time: 0.0000000000, propagate_forward_time: 5.3124928474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4813709259
validation[          , genome  2813] predictions:    9514/  10000 (95.14%), best:    9527/10000 (95.27%), error:      1644.33008, best error:      1644.00476 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 69.3975906372s, input_fired_time: 0.8148688078, output_fired_time: 0.8430145979, propagate_forward_time: 25.2000808716, propagate_backward_time: 39.8818855286, weight_update_time: 0.1399804652, other_time: 2.6577415466
epoch time: 6.1480979919s, input_fired_time: 0.1152189374, output_fired_time: 0.0000000000, propagate_forward_time: 5.5280742645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5048046112
validation[          , genome  2813] predictions:    9476/  10000 (94.76%), best:    9527/10000 (95.27%), error:      1794.11865, best error:      1644.00476 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 71.0146789551s, input_fired_time: 0.8380701542, output_fired_time: 0.8484009504, propagate_forward_time: 26.0337314606, propagate_backward_time: 40.5840911865, weight_update_time: 0.1423812956, other_time: 2.7103805542
epoch time: 5.9568357468s, input_fired_time: 0.1090894565, output_fired_time: 0.0000000000, propagate_forward_time: 5.3518085480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4959378242
validation[          , genome  2813] predictions:    9498/  10000 (94.98%), best:    9527/10000 (95.27%), error:      1696.45544, best error:      1644.00476 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 70.9567184448s, input_fired_time: 0.8326793313, output_fired_time: 0.8527923822, propagate_forward_time: 26.0369472504, propagate_backward_time: 40.5569381714, weight_update_time: 0.1431436688, other_time: 2.6773605347
epoch time: 5.8124632835s, input_fired_time: 0.1046480089, output_fired_time: 0.0000000000, propagate_forward_time: 5.2421741486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656410217
validation[          , genome  2813] predictions:    9175/  10000 (91.75%), best:    9527/10000 (95.27%), error:      3087.49805, best error:      1644.00476 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 69.4869232178s, input_fired_time: 0.8231679201, output_fired_time: 0.8440634012, propagate_forward_time: 25.1780033112, propagate_backward_time: 39.8784637451, weight_update_time: 0.1419198662, other_time: 2.7632293701
epoch time: 5.7128992081s, input_fired_time: 0.1056152061, output_fired_time: 0.0000000000, propagate_forward_time: 5.1428022385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644818306
validation[          , genome  2813] predictions:    9489/  10000 (94.89%), best:    9527/10000 (95.27%), error:      1778.84802, best error:      1644.00476 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 71.8843460083s, input_fired_time: 0.8591813445, output_fired_time: 0.8611989021, propagate_forward_time: 26.3902835846, propagate_backward_time: 41.0005187988, weight_update_time: 0.1448577344, other_time: 2.7731628418
epoch time: 6.0458912849s, input_fired_time: 0.1136558801, output_fired_time: 0.0000000000, propagate_forward_time: 5.4226293564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5096058846
validation[          , genome  2813] predictions:    9478/  10000 (94.78%), best:    9527/10000 (95.27%), error:      1892.74182, best error:      1644.00476 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 69.9032287598s, input_fired_time: 0.8193029165, output_fired_time: 0.8399676085, propagate_forward_time: 25.5105342865, propagate_backward_time: 40.1125373840, weight_update_time: 0.1393895596, other_time: 2.6208839417
epoch time: 5.5772881508s, input_fired_time: 0.1028662547, output_fired_time: 0.0000000000, propagate_forward_time: 4.9998269081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4745950699
validation[          , genome  2813] predictions:    9515/  10000 (95.15%), best:    9527/10000 (95.27%), error:      1685.57727, best error:      1644.00476 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 70.3607406616s, input_fired_time: 0.8355869055, output_fired_time: 0.8452011943, propagate_forward_time: 25.6750488281, propagate_backward_time: 40.2662734985, weight_update_time: 0.1424054801, other_time: 2.7386322021
epoch time: 5.6973500252s, input_fired_time: 0.1051385701, output_fired_time: 0.0000000000, propagate_forward_time: 5.1103363037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818749428
validation[          , genome  2813] predictions:    9480/  10000 (94.80%), best:    9527/10000 (95.27%), error:      1739.83801, best error:      1644.00476 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 71.4017791748s, input_fired_time: 0.8334996104, output_fired_time: 0.8546597958, propagate_forward_time: 26.2154254913, propagate_backward_time: 40.7542915344, weight_update_time: 0.1431294978, other_time: 2.7439079285
epoch time: 5.7990655899s, input_fired_time: 0.1058124974, output_fired_time: 0.0000000000, propagate_forward_time: 5.2214307785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4718222618
validation[          , genome  2813] predictions:    9513/  10000 (95.13%), best:    9527/10000 (95.27%), error:      1679.14319, best error:      1644.00476 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 72.1124038696s, input_fired_time: 0.8606824279, output_fired_time: 0.8623170853, propagate_forward_time: 26.4497432709, propagate_backward_time: 41.1813888550, weight_update_time: 0.1454820633, other_time: 2.7582702637
epoch time: 5.7174029350s, input_fired_time: 0.1044819728, output_fired_time: 0.0000000000, propagate_forward_time: 5.1494693756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634513855
validation[          , genome  2813] predictions:    9384/  10000 (93.84%), best:    9527/10000 (95.27%), error:      2157.75952, best error:      1644.00476 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 71.4053039551s, input_fired_time: 0.8313798904, output_fired_time: 0.8544835448, propagate_forward_time: 26.1961593628, propagate_backward_time: 40.8892555237, weight_update_time: 0.1413954198, other_time: 2.6340217590
epoch time: 6.1488475800s, input_fired_time: 0.1155318394, output_fired_time: 0.0000000000, propagate_forward_time: 5.5271925926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061230659
validation[          , genome  2813] predictions:    9534/  10000 (95.34%), best:    9534/10000 (95.34%), error:      1621.49707, best error:      1621.49707 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 68.7193832397s, input_fired_time: 0.8203040361, output_fired_time: 0.8400813341, propagate_forward_time: 24.8097648621, propagate_backward_time: 39.5055809021, weight_update_time: 0.1422580779, other_time: 2.7436523438
epoch time: 5.7283391953s, input_fired_time: 0.1037241071, output_fired_time: 0.0000000000, propagate_forward_time: 5.1434135437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812016487
validation[          , genome  2813] predictions:    9524/  10000 (95.24%), best:    9534/10000 (95.34%), error:      1640.56067, best error:      1621.49707 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 70.4620437622s, input_fired_time: 0.8373353481, output_fired_time: 0.8421040773, propagate_forward_time: 25.7961673737, propagate_backward_time: 40.2820129395, weight_update_time: 0.1424344927, other_time: 2.7044296265
epoch time: 5.7393651009s, input_fired_time: 0.1034782156, output_fired_time: 0.0000000000, propagate_forward_time: 5.1722898483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4635968208
validation[          , genome  2813] predictions:    9525/  10000 (95.25%), best:    9534/10000 (95.34%), error:      1634.28430, best error:      1621.49707 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 69.4184646606s, input_fired_time: 0.8281110525, output_fired_time: 0.8465890884, propagate_forward_time: 25.2318229675, propagate_backward_time: 39.7287406921, weight_update_time: 0.1410611421, other_time: 2.7832031250
epoch time: 5.7938895226s, input_fired_time: 0.1056076214, output_fired_time: 0.0000000000, propagate_forward_time: 5.2186446190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696373940
validation[          , genome  2813] predictions:    9417/  10000 (94.17%), best:    9534/10000 (95.34%), error:      2033.23511, best error:      1621.49707 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 70.4037246704s, input_fired_time: 0.8172938228, output_fired_time: 0.8410708904, propagate_forward_time: 25.8398914337, propagate_backward_time: 40.2725486755, weight_update_time: 0.1407183111, other_time: 2.6329231262
epoch time: 5.8085365295s, input_fired_time: 0.1048569009, output_fired_time: 0.0000000000, propagate_forward_time: 5.2420959473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615836143
validation[          , genome  2813] predictions:    9507/  10000 (95.07%), best:    9534/10000 (95.34%), error:      1656.80359, best error:      1621.49707 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 70.1568069458s, input_fired_time: 0.8300195336, output_fired_time: 0.8389509320, propagate_forward_time: 25.6410408020, propagate_backward_time: 40.1113967896, weight_update_time: 0.1424265057, other_time: 2.7354011536
epoch time: 5.7712879181s, input_fired_time: 0.1038499847, output_fired_time: 0.0000000000, propagate_forward_time: 5.2045283318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4629096985
validation[          , genome  2813] predictions:    9525/  10000 (95.25%), best:    9534/10000 (95.34%), error:      1648.75696, best error:      1621.49707 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 70.7079086304s, input_fired_time: 0.8248134255, output_fired_time: 0.8432941437, propagate_forward_time: 25.9467658997, propagate_backward_time: 40.4611740112, weight_update_time: 0.1401764750, other_time: 2.6318626404
epoch time: 5.7401990891s, input_fired_time: 0.1046979502, output_fired_time: 0.0000000000, propagate_forward_time: 5.1729097366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625911713
validation[          , genome  2813] predictions:    9532/  10000 (95.32%), best:    9534/10000 (95.34%), error:      1631.27942, best error:      1621.49707 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 69.7631759644s, input_fired_time: 0.8356350064, output_fired_time: 0.8391762972, propagate_forward_time: 25.4041805267, propagate_backward_time: 39.9501533508, weight_update_time: 0.1414307207, other_time: 2.7340278625
epoch time: 4.9807777405s, input_fired_time: 0.0981454104, output_fired_time: 0.0000000000, propagate_forward_time: 4.3684158325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5142164230
validation[          , genome  2813] predictions:    9516/  10000 (95.16%), best:    9534/10000 (95.34%), error:      1663.55518, best error:      1621.49707 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 67.9686126709s, input_fired_time: 0.8188084960, output_fired_time: 0.8310807347, propagate_forward_time: 24.4370803833, propagate_backward_time: 39.1602325439, weight_update_time: 0.1396639645, other_time: 2.7214126587
epoch time: 6.0374183655s, input_fired_time: 0.1147699729, output_fired_time: 0.0000000000, propagate_forward_time: 5.4108743668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5117740631
validation[          , genome  2813] predictions:    9536/  10000 (95.36%), best:    9534/10000 (95.34%), error:      1642.42761, best error:      1621.49707 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 71.2504959106s, input_fired_time: 0.8315610290, output_fired_time: 0.8544801474, propagate_forward_time: 26.1246948242, propagate_backward_time: 40.7138595581, weight_update_time: 0.1434310973, other_time: 2.7259063721
epoch time: 5.8549036980s, input_fired_time: 0.1066962257, output_fired_time: 0.0000000000, propagate_forward_time: 5.2515745163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966330528
validation[          , genome  2813] predictions:    9508/  10000 (95.08%), best:    9534/10000 (95.34%), error:      1684.31177, best error:      1621.49707 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 70.9048156738s, input_fired_time: 0.8254240751, output_fired_time: 0.8476195931, propagate_forward_time: 26.0267009735, propagate_backward_time: 40.4652862549, weight_update_time: 0.1441305578, other_time: 2.7397842407
epoch time: 5.6752691269s, input_fired_time: 0.1032581106, output_fired_time: 0.0000000000, propagate_forward_time: 5.0847258568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872851372
validation[          , genome  2813] predictions:    9520/  10000 (95.20%), best:    9534/10000 (95.34%), error:      1646.43567, best error:      1621.49707 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 69.1879501343s, input_fired_time: 0.8187295198, output_fired_time: 0.8354666233, propagate_forward_time: 25.0871963501, propagate_backward_time: 39.7926673889, weight_update_time: 0.1395586282, other_time: 2.6538887024
epoch time: 5.8175911903s, input_fired_time: 0.1050390303, output_fired_time: 0.0000000000, propagate_forward_time: 5.2479410172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646110535
validation[          , genome  2813] predictions:    9522/  10000 (95.22%), best:    9534/10000 (95.34%), error:      1624.12878, best error:      1621.49707 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 71.1972274780s, input_fired_time: 0.8417539597, output_fired_time: 0.8548173904, propagate_forward_time: 26.1139278412, propagate_backward_time: 40.7186355591, weight_update_time: 0.1414681077, other_time: 2.6680908203
epoch time: 5.1167554855s, input_fired_time: 0.1003627479, output_fired_time: 0.0000000000, propagate_forward_time: 4.5010933876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152993202
validation[          , genome  2813] predictions:    9476/  10000 (94.76%), best:    9534/10000 (95.34%), error:      1849.15466, best error:      1621.49707 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 70.6637039185s, input_fired_time: 0.8367156386, output_fired_time: 0.8535579443, propagate_forward_time: 25.8526515961, propagate_backward_time: 40.4269828796, weight_update_time: 0.1424474418, other_time: 2.6937904358
epoch time: 5.7355298996s, input_fired_time: 0.1051755920, output_fired_time: 0.0000000000, propagate_forward_time: 5.1666316986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637227058
validation[          , genome  2813] predictions:    9521/  10000 (95.21%), best:    9534/10000 (95.34%), error:      1683.31958, best error:      1621.49707 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 70.9101638794s, input_fired_time: 0.8401435614, output_fired_time: 0.8466044068, propagate_forward_time: 25.9661540985, propagate_backward_time: 40.5041198730, weight_update_time: 0.1433186978, other_time: 2.7531433105
epoch time: 5.6295018196s, input_fired_time: 0.1038298979, output_fired_time: 0.0000000000, propagate_forward_time: 5.0614910126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641809464
validation[          , genome  2813] predictions:    9497/  10000 (94.97%), best:    9534/10000 (95.34%), error:      1731.89978, best error:      1621.49707 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 70.5885314941s, input_fired_time: 0.8405351043, output_fired_time: 0.8485994339, propagate_forward_time: 25.8705539703, propagate_backward_time: 40.2804069519, weight_update_time: 0.1434596926, other_time: 2.7484321594
epoch time: 5.7922782898s, input_fired_time: 0.1048421487, output_fired_time: 0.0000000000, propagate_forward_time: 5.2167682648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4706678391
validation[          , genome  2813] predictions:    9525/  10000 (95.25%), best:    9534/10000 (95.34%), error:      1649.55139, best error:      1621.49707 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 70.8338851929s, input_fired_time: 0.8475612402, output_fired_time: 0.8510365486, propagate_forward_time: 25.8834056854, propagate_backward_time: 40.4734153748, weight_update_time: 0.1441608816, other_time: 2.7784614563
epoch time: 4.9975152016s, input_fired_time: 0.1001440883, output_fired_time: 0.0000000000, propagate_forward_time: 4.3856978416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5116734505
validation[          , genome  2813] predictions:    9541/  10000 (95.41%), best:    9541/10000 (95.41%), error:      1602.74231, best error:      1602.74231 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 69.4147949219s, input_fired_time: 0.8215019107, output_fired_time: 0.8413573503, propagate_forward_time: 25.2052326202, propagate_backward_time: 39.9023704529, weight_update_time: 0.1399558336, other_time: 2.6443367004
epoch time: 6.0215444565s, input_fired_time: 0.1134237871, output_fired_time: 0.0000000000, propagate_forward_time: 5.3976092339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5105113983
validation[          , genome  2813] predictions:    9517/  10000 (95.17%), best:    9541/10000 (95.41%), error:      1714.20227, best error:      1602.74231 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 68.5308761597s, input_fired_time: 0.8221192956, output_fired_time: 0.8344133496, propagate_forward_time: 24.7621345520, propagate_backward_time: 39.3770599365, weight_update_time: 0.1393408477, other_time: 2.7351493835
epoch time: 5.7800068855s, input_fired_time: 0.1064110175, output_fired_time: 0.0000000000, propagate_forward_time: 5.1929545403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806413651
validation[          , genome  2813] predictions:    9498/  10000 (94.98%), best:    9541/10000 (95.41%), error:      1732.49854, best error:      1602.74231 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 70.8143844604s, input_fired_time: 0.8366272449, output_fired_time: 0.8468688130, propagate_forward_time: 25.9540443420, propagate_backward_time: 40.4519233704, weight_update_time: 0.1427510530, other_time: 2.7249221802
epoch time: 5.7991628647s, input_fired_time: 0.1054540947, output_fired_time: 0.0000000000, propagate_forward_time: 5.2298560143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4638528824
validation[          , genome  2813] predictions:    9511/  10000 (95.11%), best:    9541/10000 (95.41%), error:      1676.88147, best error:      1602.74231 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 70.1435470581s, input_fired_time: 0.8300393820, output_fired_time: 0.8466745615, propagate_forward_time: 25.5384540558, propagate_backward_time: 40.2233695984, weight_update_time: 0.1423084438, other_time: 2.7050132751
epoch time: 5.8961377144s, input_fired_time: 0.1087007076, output_fired_time: 0.0000000000, propagate_forward_time: 5.3084073067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790296555
validation[          , genome  2813] predictions:    9466/  10000 (94.66%), best:    9541/10000 (95.41%), error:      1851.36609, best error:      1602.74231 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 71.0259552002s, input_fired_time: 0.8225709796, output_fired_time: 0.8505475521, propagate_forward_time: 26.0601081848, propagate_backward_time: 40.6063804626, weight_update_time: 0.1500497907, other_time: 2.6863479614
epoch time: 5.8318204880s, input_fired_time: 0.1070885584, output_fired_time: 0.0000000000, propagate_forward_time: 5.2525205612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722113609
validation[          , genome  2813] predictions:    9521/  10000 (95.21%), best:    9541/10000 (95.41%), error:      1667.44629, best error:      1602.74231 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 70.8663940430s, input_fired_time: 0.8243683577, output_fired_time: 0.8457562923, propagate_forward_time: 26.0688362122, propagate_backward_time: 40.4567451477, weight_update_time: 0.1445005983, other_time: 2.6706848145
epoch time: 5.7338953018s, input_fired_time: 0.1044556424, output_fired_time: 0.0000000000, propagate_forward_time: 5.1562438011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731960297
validation[          , genome  2813] predictions:    9503/  10000 (95.03%), best:    9541/10000 (95.41%), error:      1689.66638, best error:      1602.74231 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 70.3100509644s, input_fired_time: 0.8322417736, output_fired_time: 0.8417997360, propagate_forward_time: 25.6356029510, propagate_backward_time: 40.2832260132, weight_update_time: 0.1430414170, other_time: 2.7171783447
epoch time: 5.8407740593s, input_fired_time: 0.1063373908, output_fired_time: 0.0000000000, propagate_forward_time: 5.2568731308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4775633812
validation[          , genome  2813] predictions:    9492/  10000 (94.92%), best:    9541/10000 (95.41%), error:      1756.61890, best error:      1602.74231 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 69.1058197021s, input_fired_time: 0.8391330242, output_fired_time: 0.8411009312, propagate_forward_time: 24.8577289581, propagate_backward_time: 39.7177047729, weight_update_time: 0.1448964179, other_time: 2.8501510620
epoch time: 5.8755016327s, input_fired_time: 0.1084342524, output_fired_time: 0.0000000000, propagate_forward_time: 5.2967014313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703660011
validation[          , genome  2813] predictions:    9533/  10000 (95.33%), best:    9541/10000 (95.41%), error:      1620.23242, best error:      1602.74231 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 69.3722076416s, input_fired_time: 0.8306550980, output_fired_time: 0.8458231688, propagate_forward_time: 25.0885276794, propagate_backward_time: 39.8688621521, weight_update_time: 0.1426370740, other_time: 2.7383346558
epoch time: 6.0556249619s, input_fired_time: 0.1130783260, output_fired_time: 0.0000000000, propagate_forward_time: 5.4447479248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977989197
validation[          , genome  2813] predictions:    9505/  10000 (95.05%), best:    9541/10000 (95.41%), error:      1762.26318, best error:      1602.74231 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 69.3368988037s, input_fired_time: 0.8264859915, output_fired_time: 0.8462120891, propagate_forward_time: 25.0504207611, propagate_backward_time: 39.9031295776, weight_update_time: 0.1400804520, other_time: 2.7106475830
epoch time: 5.8387131691s, input_fired_time: 0.1079628989, output_fired_time: 0.0000000000, propagate_forward_time: 5.2503252029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4804248810
validation[          , genome  2813] predictions:    9528/  10000 (95.28%), best:    9541/10000 (95.41%), error:      1632.10437, best error:      1602.74231 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 72.7190246582s, input_fired_time: 0.8639745712, output_fired_time: 0.8716936111, propagate_forward_time: 26.7186489105, propagate_backward_time: 41.4983062744, weight_update_time: 0.1477053016, other_time: 2.7663955688
epoch time: 5.8402481079s, input_fired_time: 0.1053714529, output_fired_time: 0.0000000000, propagate_forward_time: 5.2716288567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4632477760
validation[          , genome  2813] predictions:    9521/  10000 (95.21%), best:    9541/10000 (95.41%), error:      1634.97729, best error:      1602.74231 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 71.8029861450s, input_fired_time: 0.8558585048, output_fired_time: 0.8562344909, propagate_forward_time: 26.4082088470, propagate_backward_time: 41.0095787048, weight_update_time: 0.1424885243, other_time: 2.6731071472
epoch time: 5.3264245987s, input_fired_time: 0.1082579419, output_fired_time: 0.0000000000, propagate_forward_time: 4.6905817986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5275850296
validation[          , genome  2813] predictions:    9513/  10000 (95.13%), best:    9541/10000 (95.41%), error:      1712.84106, best error:      1602.74231 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 69.6806869507s, input_fired_time: 0.8325902820, output_fired_time: 0.8388947845, propagate_forward_time: 25.4041080475, propagate_backward_time: 39.9142265320, weight_update_time: 0.1416082829, other_time: 2.6908683777
epoch time: 5.7654428482s, input_fired_time: 0.1084413826, output_fired_time: 0.0000000000, propagate_forward_time: 5.1782951355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4787063599
validation[          , genome  2813] predictions:    9520/  10000 (95.20%), best:    9541/10000 (95.41%), error:      1656.74451, best error:      1602.74231 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 70.6037902832s, input_fired_time: 0.8400272727, output_fired_time: 0.8477842808, propagate_forward_time: 25.8497447968, propagate_backward_time: 40.3345870972, weight_update_time: 0.1441296786, other_time: 2.7316436768
epoch time: 5.7523665428s, input_fired_time: 0.1074152738, output_fired_time: 0.0000000000, propagate_forward_time: 5.1686668396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762845039
validation[          , genome  2813] predictions:    9541/  10000 (95.41%), best:    9541/10000 (95.41%), error:      1626.25488, best error:      1602.74231 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 69.9910888672s, input_fired_time: 0.8271434307, output_fired_time: 0.8394005299, propagate_forward_time: 25.6442871094, propagate_backward_time: 40.0479354858, weight_update_time: 0.1387343258, other_time: 2.6323242188
epoch time: 5.9194765091s, input_fired_time: 0.1106520817, output_fired_time: 0.0000000000, propagate_forward_time: 5.3230462074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4857783318
validation[          , genome  2813] predictions:    9528/  10000 (95.28%), best:    9541/10000 (95.41%), error:      1638.33643, best error:      1602.74231 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 71.0634307861s, input_fired_time: 0.8358840346, output_fired_time: 0.8530404568, propagate_forward_time: 26.1311435699, propagate_backward_time: 40.5992736816, weight_update_time: 0.1423461586, other_time: 2.6440887451
epoch time: 5.8453578949s, input_fired_time: 0.1072385162, output_fired_time: 0.0000000000, propagate_forward_time: 5.2714509964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4666686058
validation[          , genome  2813] predictions:    9530/  10000 (95.30%), best:    9541/10000 (95.41%), error:      1633.58960, best error:      1602.74231 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 70.4741668701s, input_fired_time: 0.8332138062, output_fired_time: 0.8454751372, propagate_forward_time: 25.7814502716, propagate_backward_time: 40.2853965759, weight_update_time: 0.1446982473, other_time: 2.7286338806
epoch time: 6.1303572655s, input_fired_time: 0.1112984121, output_fired_time: 0.0000000000, propagate_forward_time: 5.5153856277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5036730766
validation[          , genome  2813] predictions:    9384/  10000 (93.84%), best:    9541/10000 (95.41%), error:      2182.71069, best error:      1602.74231 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 70.3759307861s, input_fired_time: 0.8145040274, output_fired_time: 0.8443250060, propagate_forward_time: 25.7520008087, propagate_backward_time: 40.3123703003, weight_update_time: 0.1424317658, other_time: 2.6527328491
epoch time: 5.5863718987s, input_fired_time: 0.1033996120, output_fired_time: 0.0000000000, propagate_forward_time: 4.9970436096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4859285355
validation[          , genome  2813] predictions:    9484/  10000 (94.84%), best:    9541/10000 (95.41%), error:      1766.81860, best error:      1602.74231 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 70.0819702148s, input_fired_time: 0.8161365390, output_fired_time: 0.8454068899, propagate_forward_time: 25.5873222351, propagate_backward_time: 40.1919860840, weight_update_time: 0.1405084431, other_time: 2.6411170959
epoch time: 5.7841620445s, input_fired_time: 0.1043039039, output_fired_time: 0.0000000000, propagate_forward_time: 5.1947298050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4851284027
validation[          , genome  2813] predictions:    9504/  10000 (95.04%), best:    9541/10000 (95.41%), error:      1695.56067, best error:      1602.74231 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 70.5816879272s, input_fired_time: 0.8203684092, output_fired_time: 0.8424622416, propagate_forward_time: 25.8786220551, propagate_backward_time: 40.3607940674, weight_update_time: 0.1423112899, other_time: 2.6794433594
epoch time: 5.8506636620s, input_fired_time: 0.1052804291, output_fired_time: 0.0000000000, propagate_forward_time: 5.2612433434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4841399193
validation[          , genome  2813] predictions:    9490/  10000 (94.90%), best:    9541/10000 (95.41%), error:      1711.31787, best error:      1602.74231 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 71.0644607544s, input_fired_time: 0.8271180987, output_fired_time: 0.8475973606, propagate_forward_time: 26.1081199646, propagate_backward_time: 40.6222915649, weight_update_time: 0.1421238631, other_time: 2.6593360901
epoch time: 6.1687378883s, input_fired_time: 0.1118611842, output_fired_time: 0.0000000000, propagate_forward_time: 5.5475454330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5093312263
validation[          , genome  2813] predictions:    9521/  10000 (95.21%), best:    9541/10000 (95.41%), error:      1630.22974, best error:      1602.74231 on epoch:    79, 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: 29.4534492493s, input_fired_time: 0.5461623073, output_fired_time: 0.0000000000, propagate_forward_time: 26.3267078400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5805797577
best training[          , genome  2813] predictions:   48303/  50000 (96.61%), best:    9541/10000 (95.41%), error:      6293.55176, best error:      1602.74231 on epoch:    79, 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: 6.0571150780s, input_fired_time: 0.1113760546, output_fired_time: 0.0000000000, propagate_forward_time: 5.4414720535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042667389
   testing[          , genome  2813] predictions:    9570/  10000 (95.70%), best:    9541/10000 (95.41%), error:      1502.23596, best error:      1602.74231 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:24:42 (4832): called boinc_finish(0)

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