Nameexact_genome_1542692703_183_6394_3
Workunit4100730
Created22 Nov 2018, 13:26:00 UTC
Sent22 Nov 2018, 13:26:09 UTC
Report deadline27 Jan 2019, 1:30:47 UTC
Received24 Nov 2018, 7:19:45 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID88573
Run time1 days 5 hours 32 min 43 sec
CPU time1 days 5 hours 32 min 42 sec
Validate stateValid
Credit16,375.81
Device peak FLOPS3.35 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size512.00 MB
Peak swap size510.89 MB
Peak disk usage9.23 MB

Stderr output

<core_client_version>7.6.22</core_client_version>
<![CDATA[
<stderr_txt>
6649551392, propagate_forward_time: 347.0187072754, propagate_backward_time: 540.0261230469, weight_update_time: 1.2731096745, other_time: 13.3065185547
epoch time: 101.0092468262s, input_fired_time: 1.1956284046, output_fired_time: 0.0000000000, propagate_forward_time: 96.7654876709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0481338501
validation[          , genome  6394] predictions:    5308/  10000 (53.08%), best:    5308/10000 (53.08%), error:     14213.31543, best error:     14213.31543 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 970.8081054688s, input_fired_time: 7.9322409630, output_fired_time: 7.1329216957, propagate_forward_time: 368.1225891113, propagate_backward_time: 572.8596801758, weight_update_time: 1.3212832212, other_time: 14.7606811523
epoch time: 70.0180511475s, input_fired_time: 0.9485853910, output_fired_time: 0.0000000000, propagate_forward_time: 66.4035568237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6659088135
validation[          , genome  6394] predictions:    5274/  10000 (52.74%), best:    5308/10000 (53.08%), error:     14690.05566, best error:     14213.31543 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 915.0833740234s, input_fired_time: 7.5900721550, output_fired_time: 6.7085442543, propagate_forward_time: 345.1889648438, propagate_backward_time: 541.4686889648, weight_update_time: 1.2722343206, other_time: 14.1270751953
epoch time: 83.5429306030s, input_fired_time: 1.0063861609, output_fired_time: 0.0000000000, propagate_forward_time: 80.2037277222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3328170776
validation[          , genome  6394] predictions:    5372/  10000 (53.72%), best:    5308/10000 (53.08%), error:     14591.39746, best error:     14213.31543 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 1025.5937500000s, input_fired_time: 7.7292666435, output_fired_time: 7.4376769066, propagate_forward_time: 391.6059875488, propagate_backward_time: 605.1589965820, weight_update_time: 1.3355504274, other_time: 13.6618041992
epoch time: 91.8163375854s, input_fired_time: 1.0456681252, output_fired_time: 0.0000000000, propagate_forward_time: 88.1571731567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6134948730
validation[          , genome  6394] predictions:    5302/  10000 (53.02%), best:    5308/10000 (53.08%), error:     15050.63867, best error:     14213.31543 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 928.9583740234s, input_fired_time: 7.2814764977, output_fired_time: 6.6614284515, propagate_forward_time: 353.7288818359, propagate_backward_time: 548.8735961914, weight_update_time: 1.2541925907, other_time: 12.4129638672
epoch time: 58.9750938416s, input_fired_time: 0.7770051360, output_fired_time: 0.0000000000, propagate_forward_time: 56.1736564636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0244331360
validation[          , genome  6394] predictions:    5262/  10000 (52.62%), best:    5308/10000 (53.08%), error:     14840.41699, best error:     14213.31543 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 948.6695556641s, input_fired_time: 7.5279536247, output_fired_time: 6.9632296562, propagate_forward_time: 357.1026306152, propagate_backward_time: 562.4043579102, weight_update_time: 1.2935615778, other_time: 14.6713256836
epoch time: 55.4863891602s, input_fired_time: 0.8250409961, output_fired_time: 0.0000000000, propagate_forward_time: 52.4702796936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1910667419
validation[          , genome  6394] predictions:    5339/  10000 (53.39%), best:    5308/10000 (53.08%), error:     14745.03027, best error:     14213.31543 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 950.1359863281s, input_fired_time: 7.7883315086, output_fired_time: 6.9232530594, propagate_forward_time: 360.7614746094, propagate_backward_time: 560.9884643555, weight_update_time: 1.3020439148, other_time: 13.6744384766
epoch time: 68.2385101318s, input_fired_time: 0.9208937287, output_fired_time: 0.0000000000, propagate_forward_time: 65.0359802246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2816390991
validation[          , genome  6394] predictions:    5317/  10000 (53.17%), best:    5308/10000 (53.08%), error:     14846.45898, best error:     14213.31543 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 835.9691162109s, input_fired_time: 6.8865971565, output_fired_time: 6.0028243065, propagate_forward_time: 315.7503662109, propagate_backward_time: 495.4845581055, weight_update_time: 1.1825536489, other_time: 11.8447875977
epoch time: 93.1825637817s, input_fired_time: 1.0611108541, output_fired_time: 0.0000000000, propagate_forward_time: 89.7375259399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3839263916
validation[          , genome  6394] predictions:    5539/  10000 (55.39%), best:    5539/10000 (55.39%), error:     13494.22559, best error:     13494.22559 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 1018.7717285156s, input_fired_time: 7.7102384567, output_fired_time: 7.3669772148, propagate_forward_time: 388.3452148438, propagate_backward_time: 601.6301269531, weight_update_time: 1.3301318884, other_time: 13.7191162109
epoch time: 68.0622100830s, input_fired_time: 0.8597017527, output_fired_time: 0.0000000000, propagate_forward_time: 65.1050109863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0974960327
validation[          , genome  6394] predictions:    5434/  10000 (54.34%), best:    5539/10000 (55.39%), error:     14256.37598, best error:     13494.22559 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 1055.1759033203s, input_fired_time: 8.0999860764, output_fired_time: 7.7251043320, propagate_forward_time: 402.8233337402, propagate_backward_time: 621.6337280273, weight_update_time: 1.3752915859, other_time: 14.8937377930
epoch time: 97.2443161011s, input_fired_time: 1.1229228973, output_fired_time: 0.0000000000, propagate_forward_time: 92.7956771851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3257141113
validation[          , genome  6394] predictions:    5625/  10000 (56.25%), best:    5625/10000 (56.25%), error:     12868.79297, best error:     12868.79297 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 919.1774291992s, input_fired_time: 7.3136000633, output_fired_time: 6.6209435463, propagate_forward_time: 349.1957702637, propagate_backward_time: 543.3884887695, weight_update_time: 1.2514333725, other_time: 12.6586303711
epoch time: 102.1179046631s, input_fired_time: 1.1355946064, output_fired_time: 0.0000000000, propagate_forward_time: 98.5151062012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4672012329
validation[          , genome  6394] predictions:    5604/  10000 (56.04%), best:    5625/10000 (56.25%), error:     13530.96094, best error:     12868.79297 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 961.0452880859s, input_fired_time: 7.4771552086, output_fired_time: 6.9156470299, propagate_forward_time: 365.8382263184, propagate_backward_time: 567.8733520508, weight_update_time: 1.2824338675, other_time: 12.9408569336
epoch time: 86.0122528076s, input_fired_time: 1.0077929497, output_fired_time: 0.0000000000, propagate_forward_time: 82.7266159058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2778472900
validation[          , genome  6394] predictions:    5541/  10000 (55.41%), best:    5625/10000 (56.25%), error:     13687.63770, best error:     12868.79297 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 997.9114990234s, input_fired_time: 7.7083373070, output_fired_time: 7.2600307465, propagate_forward_time: 379.4368896484, propagate_backward_time: 589.6716918945, weight_update_time: 1.3166978359, other_time: 13.8345947266
epoch time: 96.6604461670s, input_fired_time: 1.1055365801, output_fired_time: 0.0000000000, propagate_forward_time: 92.6729812622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8819274902
validation[          , genome  6394] predictions:    5604/  10000 (56.04%), best:    5625/10000 (56.25%), error:     13266.36621, best error:     12868.79297 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 987.9851074219s, input_fired_time: 7.6484875679, output_fired_time: 7.1029272079, propagate_forward_time: 378.1623535156, propagate_backward_time: 582.3380126953, weight_update_time: 1.3010616302, other_time: 12.7333374023
epoch time: 61.9329948425s, input_fired_time: 0.8230617046, output_fired_time: 0.0000000000, propagate_forward_time: 58.8839149475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2260169983
validation[          , genome  6394] predictions:    5557/  10000 (55.57%), best:    5625/10000 (56.25%), error:     13574.39063, best error:     12868.79297 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 978.3006591797s, input_fired_time: 7.6117858887, output_fired_time: 7.0685362816, propagate_forward_time: 373.5781860352, propagate_backward_time: 577.0145874023, weight_update_time: 1.2961064577, other_time: 13.0275268555
epoch time: 55.0959091187s, input_fired_time: 0.7789701223, output_fired_time: 0.0000000000, propagate_forward_time: 52.2862434387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0306968689
validation[          , genome  6394] predictions:    5747/  10000 (57.47%), best:    5625/10000 (56.25%), error:     12936.35840, best error:     12868.79297 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 1036.7548828125s, input_fired_time: 7.8873267174, output_fired_time: 7.5124359131, propagate_forward_time: 395.8456115723, propagate_backward_time: 611.6468505859, weight_update_time: 1.3464564085, other_time: 13.8626708984
epoch time: 100.2197875977s, input_fired_time: 1.1326807737, output_fired_time: 0.0000000000, propagate_forward_time: 96.6440200806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4430847168
validation[          , genome  6394] predictions:    5686/  10000 (56.86%), best:    5625/10000 (56.25%), error:     13519.87109, best error:     12868.79297 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 1099.9093017578s, input_fired_time: 8.2340221405, output_fired_time: 8.0237436295, propagate_forward_time: 420.8031616211, propagate_backward_time: 648.0675048828, weight_update_time: 1.3984589577, other_time: 14.7808227539
epoch time: 73.3053588867s, input_fired_time: 0.9254386425, output_fired_time: 0.0000000000, propagate_forward_time: 70.1862945557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1936264038
validation[          , genome  6394] predictions:    5512/  10000 (55.12%), best:    5625/10000 (56.25%), error:     13684.25293, best error:     12868.79297 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 985.2059936523s, input_fired_time: 8.0730524063, output_fired_time: 7.2087359428, propagate_forward_time: 374.4206237793, propagate_backward_time: 580.9233398438, weight_update_time: 1.3274170160, other_time: 14.5802001953
epoch time: 59.8002777100s, input_fired_time: 0.8711391687, output_fired_time: 0.0000000000, propagate_forward_time: 56.6984443665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2306938171
validation[          , genome  6394] predictions:    5657/  10000 (56.57%), best:    5625/10000 (56.25%), error:     13497.23535, best error:     12868.79297 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 915.2221069336s, input_fired_time: 7.7085065842, output_fired_time: 6.6827917099, propagate_forward_time: 346.4366455078, propagate_backward_time: 540.8493041992, weight_update_time: 1.2731578350, other_time: 13.5448608398
epoch time: 80.7981262207s, input_fired_time: 1.0215463638, output_fired_time: 0.0000000000, propagate_forward_time: 76.8536529541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9229278564
validation[          , genome  6394] predictions:    5497/  10000 (54.97%), best:    5625/10000 (56.25%), error:     14269.11719, best error:     12868.79297 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 974.1682739258s, input_fired_time: 7.6889824867, output_fired_time: 7.0715770721, propagate_forward_time: 369.6947021484, propagate_backward_time: 575.7805786133, weight_update_time: 1.2992401123, other_time: 13.9324340820
epoch time: 68.7639846802s, input_fired_time: 0.8879460096, output_fired_time: 0.0000000000, propagate_forward_time: 65.7415161133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1345214844
validation[          , genome  6394] predictions:    5749/  10000 (57.49%), best:    5625/10000 (56.25%), error:     12943.83496, best error:     12868.79297 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 915.0068359375s, input_fired_time: 7.4955611229, output_fired_time: 6.6326189041, propagate_forward_time: 346.7493896484, propagate_backward_time: 541.1443481445, weight_update_time: 1.2610689402, other_time: 12.9849243164
epoch time: 77.0381698608s, input_fired_time: 1.0085325241, output_fired_time: 0.0000000000, propagate_forward_time: 73.7113342285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3183059692
validation[          , genome  6394] predictions:    5720/  10000 (57.20%), best:    5720/10000 (57.20%), error:     12783.02930, best error:     12783.02930 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 962.4271850586s, input_fired_time: 8.0316591263, output_fired_time: 7.0889186859, propagate_forward_time: 363.3211975098, propagate_backward_time: 568.8138427734, weight_update_time: 1.3177888393, other_time: 15.1715087891
epoch time: 62.5211639404s, input_fired_time: 0.8516949415, output_fired_time: 0.0000000000, propagate_forward_time: 59.3642425537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3052253723
validation[          , genome  6394] predictions:    5785/  10000 (57.85%), best:    5785/10000 (57.85%), error:     12459.76172, best error:     12459.76172 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 1006.4747314453s, input_fired_time: 8.1722946167, output_fired_time: 7.3497753143, propagate_forward_time: 385.1691589355, propagate_backward_time: 591.7955932617, weight_update_time: 1.3454859257, other_time: 13.9878540039
epoch time: 82.0027618408s, input_fired_time: 1.0710318089, output_fired_time: 0.0000000000, propagate_forward_time: 78.1181259155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8136062622
validation[          , genome  6394] predictions:    5828/  10000 (58.28%), best:    5828/10000 (58.28%), error:     12386.31055, best error:     12386.31055 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 899.0958862305s, input_fired_time: 7.7672395706, output_fired_time: 6.6004266739, propagate_forward_time: 338.8263549805, propagate_backward_time: 531.8742675781, weight_update_time: 1.2666536570, other_time: 14.0276489258
epoch time: 82.1743545532s, input_fired_time: 1.0501878262, output_fired_time: 0.0000000000, propagate_forward_time: 78.7648468018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3593215942
validation[          , genome  6394] predictions:    5754/  10000 (57.54%), best:    5828/10000 (58.28%), error:     13246.33887, best error:     12386.31055 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 1101.1528320313s, input_fired_time: 8.2927818298, output_fired_time: 8.1346063614, propagate_forward_time: 418.3059082031, propagate_backward_time: 650.3386840820, weight_update_time: 1.4088934660, other_time: 16.0808715820
epoch time: 74.8926773071s, input_fired_time: 0.9445585012, output_fired_time: 0.0000000000, propagate_forward_time: 70.9592437744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9888763428
validation[          , genome  6394] predictions:    5717/  10000 (57.17%), best:    5828/10000 (58.28%), error:     13201.44336, best error:     12386.31055 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 916.2960205078s, input_fired_time: 7.4669985771, output_fired_time: 6.6949868202, propagate_forward_time: 344.5117797852, propagate_backward_time: 543.8210449219, weight_update_time: 1.2597650290, other_time: 13.8012084961
epoch time: 90.3517608643s, input_fired_time: 1.0742206573, output_fired_time: 0.0000000000, propagate_forward_time: 86.4138107300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8637313843
validation[          , genome  6394] predictions:    5948/  10000 (59.48%), best:    5828/10000 (58.28%), error:     12496.98926, best error:     12386.31055 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 996.1594238281s, input_fired_time: 7.7984127998, output_fired_time: 7.1839833260, propagate_forward_time: 380.0263061523, propagate_backward_time: 587.8853149414, weight_update_time: 1.3144485950, other_time: 13.2654418945
epoch time: 102.5005645752s, input_fired_time: 1.1710190773, output_fired_time: 0.0000000000, propagate_forward_time: 98.7963562012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5331878662
validation[          , genome  6394] predictions:    5717/  10000 (57.17%), best:    5828/10000 (58.28%), error:     13009.20898, best error:     12386.31055 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 1001.5875244141s, input_fired_time: 8.0134000778, output_fired_time: 7.4165444374, propagate_forward_time: 378.4408264160, propagate_backward_time: 591.9655761719, weight_update_time: 1.3418384790, other_time: 15.7510986328
epoch time: 88.3600845337s, input_fired_time: 1.1279046535, output_fired_time: 0.0000000000, propagate_forward_time: 82.7038726807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5283050537
validation[          , genome  6394] predictions:    5854/  10000 (58.54%), best:    5828/10000 (58.28%), error:     12503.09961, best error:     12386.31055 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 1002.5876464844s, input_fired_time: 8.4614439011, output_fired_time: 7.5552792549, propagate_forward_time: 374.1966552734, propagate_backward_time: 593.3469238281, weight_update_time: 1.3682188988, other_time: 19.0273437500
epoch time: 55.5249786377s, input_fired_time: 0.8658706546, output_fired_time: 0.0000000000, propagate_forward_time: 52.4783897400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1807174683
validation[          , genome  6394] predictions:    5958/  10000 (59.58%), best:    5958/10000 (59.58%), error:     12252.83691, best error:     12252.83691 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 979.5906372070s, input_fired_time: 8.2532739639, output_fired_time: 7.3772716522, propagate_forward_time: 365.3597412109, propagate_backward_time: 580.0302124023, weight_update_time: 1.3571876287, other_time: 18.5701293945
epoch time: 84.8154296875s, input_fired_time: 1.1069250107, output_fired_time: 0.0000000000, propagate_forward_time: 80.0254211426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6830825806
validation[          , genome  6394] predictions:    5805/  10000 (58.05%), best:    5958/10000 (59.58%), error:     12689.09082, best error:     12252.83691 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 915.9027709961s, input_fired_time: 7.4770417213, output_fired_time: 6.7047724724, propagate_forward_time: 344.0714721680, propagate_backward_time: 543.6112670898, weight_update_time: 1.2635122538, other_time: 14.0382080078
epoch time: 57.7992744446s, input_fired_time: 0.8259726167, output_fired_time: 0.0000000000, propagate_forward_time: 54.9827690125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9905319214
validation[          , genome  6394] predictions:    5764/  10000 (57.64%), best:    5958/10000 (59.58%), error:     12875.30957, best error:     12252.83691 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 1041.7807617188s, input_fired_time: 8.0712175369, output_fired_time: 7.6871075630, propagate_forward_time: 392.3236389160, propagate_backward_time: 616.9103393555, weight_update_time: 1.3672026396, other_time: 16.7885131836
epoch time: 71.8407821655s, input_fired_time: 0.9342904091, output_fired_time: 0.0000000000, propagate_forward_time: 68.3113784790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5951156616
validation[          , genome  6394] predictions:    5852/  10000 (58.52%), best:    5958/10000 (59.58%), error:     12683.15332, best error:     12252.83691 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 990.3448486328s, input_fired_time: 7.8291125298, output_fired_time: 7.2692785263, propagate_forward_time: 374.3540649414, propagate_backward_time: 586.0712890625, weight_update_time: 1.3184037209, other_time: 14.8211059570
epoch time: 54.4429550171s, input_fired_time: 0.7988175154, output_fired_time: 0.0000000000, propagate_forward_time: 51.6795883179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9645500183
validation[          , genome  6394] predictions:    5835/  10000 (58.35%), best:    5958/10000 (59.58%), error:     12597.62695, best error:     12252.83691 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 951.8054809570s, input_fired_time: 7.6443085670, output_fired_time: 6.9281239510, propagate_forward_time: 360.5101928711, propagate_backward_time: 562.5462036133, weight_update_time: 1.2847720385, other_time: 14.1766967773
epoch time: 71.2821655273s, input_fired_time: 0.9337109327, output_fired_time: 0.0000000000, propagate_forward_time: 67.5031967163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8452606201
validation[          , genome  6394] predictions:    6068/  10000 (60.68%), best:    6068/10000 (60.68%), error:     11794.10254, best error:     11794.10254 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 888.0055541992s, input_fired_time: 7.3627843857, output_fired_time: 6.4583897591, propagate_forward_time: 334.1986389160, propagate_backward_time: 526.7634887695, weight_update_time: 1.2350821495, other_time: 13.2222290039
epoch time: 85.5808105469s, input_fired_time: 1.0401846170, output_fired_time: 0.0000000000, propagate_forward_time: 82.0446548462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4959716797
validation[          , genome  6394] predictions:    5910/  10000 (59.10%), best:    6068/10000 (60.68%), error:     12541.96875, best error:     11794.10254 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 899.5789794922s, input_fired_time: 7.4945082664, output_fired_time: 6.5798993111, propagate_forward_time: 338.1403808594, propagate_backward_time: 533.6839599609, weight_update_time: 1.2456080914, other_time: 13.6802368164
epoch time: 100.7547683716s, input_fired_time: 1.1607987881, output_fired_time: 0.0000000000, propagate_forward_time: 97.1461944580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4477767944
validation[          , genome  6394] predictions:    5983/  10000 (59.83%), best:    6068/10000 (60.68%), error:     12236.57813, best error:     11794.10254 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 1009.7559814453s, input_fired_time: 8.3521661758, output_fired_time: 7.4179010391, propagate_forward_time: 383.7074890137, propagate_backward_time: 595.2783203125, weight_update_time: 1.3554264307, other_time: 15.0001220703
epoch time: 95.2837600708s, input_fired_time: 1.1897335052, output_fired_time: 0.0000000000, propagate_forward_time: 91.3815994263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7124252319
validation[          , genome  6394] predictions:    5962/  10000 (59.62%), best:    6068/10000 (60.68%), error:     12247.23926, best error:     11794.10254 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 873.0020751953s, input_fired_time: 7.3852176666, output_fired_time: 6.4154543877, propagate_forward_time: 327.4523925781, propagate_backward_time: 517.8801269531, weight_update_time: 1.2323385477, other_time: 13.8688964844
epoch time: 73.4793548584s, input_fired_time: 0.9630935192, output_fired_time: 0.0000000000, propagate_forward_time: 70.3238830566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1923751831
validation[          , genome  6394] predictions:    5911/  10000 (59.11%), best:    6068/10000 (60.68%), error:     12262.62695, best error:     11794.10254 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 892.8665161133s, input_fired_time: 7.4033308029, output_fired_time: 6.6447134018, propagate_forward_time: 332.1078491211, propagate_backward_time: 531.6404418945, weight_update_time: 1.2529375553, other_time: 15.0701904297
epoch time: 91.0773239136s, input_fired_time: 1.0985012054, output_fired_time: 0.0000000000, propagate_forward_time: 86.5101699829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4686508179
validation[          , genome  6394] predictions:    5945/  10000 (59.45%), best:    6068/10000 (60.68%), error:     12273.89355, best error:     11794.10254 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 865.6560058594s, input_fired_time: 7.5640773773, output_fired_time: 6.4660429955, propagate_forward_time: 322.2794494629, propagate_backward_time: 514.7932739258, weight_update_time: 1.2420492172, other_time: 14.5531616211
epoch time: 89.7174835205s, input_fired_time: 1.2171552181, output_fired_time: 0.0000000000, propagate_forward_time: 83.8550872803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.6452407837
validation[          , genome  6394] predictions:    5976/  10000 (59.76%), best:    6068/10000 (60.68%), error:     12083.50977, best error:     11794.10254 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 1014.6137084961s, input_fired_time: 8.0005331039, output_fired_time: 7.4474015236, propagate_forward_time: 384.2475585938, propagate_backward_time: 600.2548217773, weight_update_time: 1.3370301723, other_time: 14.6633911133
epoch time: 78.7367553711s, input_fired_time: 1.0263403654, output_fired_time: 0.0000000000, propagate_forward_time: 75.4039001465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3065185547
validation[          , genome  6394] predictions:    6106/  10000 (61.06%), best:    6068/10000 (60.68%), error:     11799.66406, best error:     11794.10254 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 1120.9866943359s, input_fired_time: 8.9607992172, output_fired_time: 8.5090017319, propagate_forward_time: 420.0435485840, propagate_backward_time: 661.6644897461, weight_update_time: 1.4745681286, other_time: 21.8087768555
epoch time: 55.8055877686s, input_fired_time: 0.8984108567, output_fired_time: 0.0000000000, propagate_forward_time: 52.6882362366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2189407349
validation[          , genome  6394] predictions:    5892/  10000 (58.92%), best:    6068/10000 (60.68%), error:     12378.84570, best error:     11794.10254 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 871.9181518555s, input_fired_time: 7.7373661995, output_fired_time: 6.4725508690, propagate_forward_time: 325.8872985840, propagate_backward_time: 517.2028198242, weight_update_time: 1.2516158819, other_time: 14.6181030273
epoch time: 80.7671432495s, input_fired_time: 1.0844364166, output_fired_time: 0.0000000000, propagate_forward_time: 76.8799896240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8027191162
validation[          , genome  6394] predictions:    5970/  10000 (59.70%), best:    6068/10000 (60.68%), error:     12155.39355, best error:     11794.10254 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 890.9831542969s, input_fired_time: 7.7705760002, output_fired_time: 6.6279020309, propagate_forward_time: 332.9209594727, propagate_backward_time: 528.4617919922, weight_update_time: 1.2639673948, other_time: 15.2019042969
epoch time: 81.2760086060s, input_fired_time: 1.0971808434, output_fired_time: 0.0000000000, propagate_forward_time: 77.7308959961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4479293823
validation[          , genome  6394] predictions:    6046/  10000 (60.46%), best:    6068/10000 (60.68%), error:     11943.47070, best error:     11794.10254 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 1018.9855957031s, input_fired_time: 8.2559976578, output_fired_time: 7.5772304535, propagate_forward_time: 384.2200622559, propagate_backward_time: 602.8283691406, weight_update_time: 1.3649331331, other_time: 16.1040039063
epoch time: 88.1142272949s, input_fired_time: 1.0736510754, output_fired_time: 0.0000000000, propagate_forward_time: 83.5652923584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4752807617
validation[          , genome  6394] predictions:    5990/  10000 (59.90%), best:    6068/10000 (60.68%), error:     12132.06641, best error:     11794.10254 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 981.0226440430s, input_fired_time: 7.8648667336, output_fired_time: 7.2805314064, propagate_forward_time: 368.8500366211, propagate_backward_time: 582.0290527344, weight_update_time: 1.3175351620, other_time: 14.9981689453
epoch time: 66.9591674805s, input_fired_time: 0.9029677510, output_fired_time: 0.0000000000, propagate_forward_time: 63.7598609924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2963371277
validation[          , genome  6394] predictions:    6068/  10000 (60.68%), best:    6068/10000 (60.68%), error:     12080.85742, best error:     11794.10254 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 893.2987060547s, input_fired_time: 7.4694190025, output_fired_time: 6.5297703743, propagate_forward_time: 336.0867004395, propagate_backward_time: 529.5766601563, weight_update_time: 1.2417144775, other_time: 13.6361083984
epoch time: 84.5145797729s, input_fired_time: 1.0581930876, output_fired_time: 0.0000000000, propagate_forward_time: 80.8034133911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6529769897
validation[          , genome  6394] predictions:    6094/  10000 (60.94%), best:    6068/10000 (60.68%), error:     11834.32031, best error:     11794.10254 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 979.1286621094s, input_fired_time: 7.8677601814, output_fired_time: 7.2014594078, propagate_forward_time: 370.6943054199, propagate_backward_time: 578.9122314453, weight_update_time: 1.3234559298, other_time: 14.4528808594
epoch time: 69.4927139282s, input_fired_time: 0.9329703450, output_fired_time: 0.0000000000, propagate_forward_time: 66.0373687744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5223770142
validation[          , genome  6394] predictions:    6026/  10000 (60.26%), best:    6068/10000 (60.68%), error:     11879.54004, best error:     11794.10254 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 925.9755859375s, input_fired_time: 7.6150727272, output_fired_time: 6.7850170135, propagate_forward_time: 348.3066406250, propagate_backward_time: 549.2817993164, weight_update_time: 1.2679909468, other_time: 13.9870605469
epoch time: 92.2998123169s, input_fired_time: 1.1139824390, output_fired_time: 0.0000000000, propagate_forward_time: 88.4374313354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7483978271
validation[          , genome  6394] predictions:    6141/  10000 (61.41%), best:    6141/10000 (61.41%), error:     11639.87207, best error:     11639.87207 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 886.9755859375s, input_fired_time: 7.5301928520, output_fired_time: 6.5311346054, propagate_forward_time: 331.3206481934, propagate_backward_time: 527.4724121094, weight_update_time: 1.2445482016, other_time: 14.1212158203
epoch time: 81.7139358521s, input_fired_time: 1.0340696573, output_fired_time: 0.0000000000, propagate_forward_time: 78.0199890137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6598739624
validation[          , genome  6394] predictions:    6025/  10000 (60.25%), best:    6141/10000 (61.41%), error:     11848.07422, best error:     11639.87207 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 962.9093627930s, input_fired_time: 7.8102784157, output_fired_time: 7.1753282547, propagate_forward_time: 361.0903930664, propagate_backward_time: 571.4418334961, weight_update_time: 1.3079618216, other_time: 15.3914794922
epoch time: 64.3903961182s, input_fired_time: 0.8925423026, output_fired_time: 0.0000000000, propagate_forward_time: 61.1073799133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3904724121
validation[          , genome  6394] predictions:    5995/  10000 (59.95%), best:    6141/10000 (61.41%), error:     11987.60254, best error:     11639.87207 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 976.4700927734s, input_fired_time: 7.8740882874, output_fired_time: 7.2937049866, propagate_forward_time: 365.0413818359, propagate_backward_time: 580.2249145508, weight_update_time: 1.3178043365, other_time: 16.0360107422
epoch time: 65.3704299927s, input_fired_time: 0.9070263505, output_fired_time: 0.0000000000, propagate_forward_time: 61.9070320129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5563697815
validation[          , genome  6394] predictions:    6103/  10000 (61.03%), best:    6141/10000 (61.41%), error:     11768.89355, best error:     11639.87207 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 953.6861572266s, input_fired_time: 7.7973585129, output_fired_time: 7.0375418663, propagate_forward_time: 357.8663940430, propagate_backward_time: 566.0438232422, weight_update_time: 1.2963861227, other_time: 14.9410400391
epoch time: 85.8507766724s, input_fired_time: 1.1391941309, output_fired_time: 0.0000000000, propagate_forward_time: 82.2218551636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4897308350
validation[          , genome  6394] predictions:    6067/  10000 (60.67%), best:    6141/10000 (61.41%), error:     11712.45703, best error:     11639.87207 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 951.2980957031s, input_fired_time: 7.7569990158, output_fired_time: 6.9986248016, propagate_forward_time: 357.6103820801, propagate_backward_time: 564.4463500977, weight_update_time: 1.2930276394, other_time: 14.4857788086
epoch time: 86.1056823730s, input_fired_time: 1.0770928860, output_fired_time: 0.0000000000, propagate_forward_time: 81.8036499023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2249374390
validation[          , genome  6394] predictions:    6086/  10000 (60.86%), best:    6141/10000 (61.41%), error:     11942.48242, best error:     11639.87207 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 946.6612548828s, input_fired_time: 7.7293982506, output_fired_time: 6.9973359108, propagate_forward_time: 354.4293212891, propagate_backward_time: 562.6903076172, weight_update_time: 1.2911852598, other_time: 14.8149414063
epoch time: 87.0544052124s, input_fired_time: 1.0829029083, output_fired_time: 0.0000000000, propagate_forward_time: 83.4368820190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5346221924
validation[          , genome  6394] predictions:    6074/  10000 (60.74%), best:    6141/10000 (61.41%), error:     11787.22852, best error:     11639.87207 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 978.8524169922s, input_fired_time: 7.8792743683, output_fired_time: 7.2564072609, propagate_forward_time: 367.7387390137, propagate_backward_time: 580.8693847656, weight_update_time: 1.3184398413, other_time: 15.1086425781
epoch time: 76.9284362793s, input_fired_time: 1.0050945282, output_fired_time: 0.0000000000, propagate_forward_time: 73.3799285889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5434112549
validation[          , genome  6394] predictions:    5969/  10000 (59.69%), best:    6141/10000 (61.41%), error:     12376.93750, best error:     11639.87207 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 1047.3045654297s, input_fired_time: 8.2199478149, output_fired_time: 7.7667479515, propagate_forward_time: 395.4825134277, propagate_backward_time: 620.0017089844, weight_update_time: 1.3729908466, other_time: 15.8336181641
epoch time: 65.5871505737s, input_fired_time: 0.9106891751, output_fired_time: 0.0000000000, propagate_forward_time: 62.3237876892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3526725769
validation[          , genome  6394] predictions:    6188/  10000 (61.88%), best:    6188/10000 (61.88%), error:     11473.61328, best error:     11473.61328 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 997.2736816406s, input_fired_time: 7.9745492935, output_fired_time: 7.3457126617, propagate_forward_time: 376.3625793457, propagate_backward_time: 591.0484008789, weight_update_time: 1.3305716515, other_time: 14.5424194336
epoch time: 69.9764099121s, input_fired_time: 0.9548201561, output_fired_time: 0.0000000000, propagate_forward_time: 66.5562591553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4653320313
validation[          , genome  6394] predictions:    6152/  10000 (61.52%), best:    6188/10000 (61.88%), error:     11831.15527, best error:     11473.61328 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 885.1310424805s, input_fired_time: 7.4670209885, output_fired_time: 6.4863390923, propagate_forward_time: 331.8168334961, propagate_backward_time: 525.7454833984, weight_update_time: 1.2381707430, other_time: 13.6153564453
epoch time: 80.5254516602s, input_fired_time: 1.0254863501, output_fired_time: 0.0000000000, propagate_forward_time: 76.6741714478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8257904053
validation[          , genome  6394] predictions:    6110/  10000 (61.10%), best:    6188/10000 (61.88%), error:     11653.63477, best error:     11473.61328 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 979.3897094727s, input_fired_time: 7.9044485092, output_fired_time: 7.2606430054, propagate_forward_time: 368.1983642578, propagate_backward_time: 580.7467651367, weight_update_time: 1.3192032576, other_time: 15.2795410156
epoch time: 54.4790115356s, input_fired_time: 0.8227179050, output_fired_time: 0.0000000000, propagate_forward_time: 51.6886138916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9676780701
validation[          , genome  6394] predictions:    6130/  10000 (61.30%), best:    6188/10000 (61.88%), error:     11666.70020, best error:     11473.61328 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 981.3216552734s, input_fired_time: 7.9305486679, output_fired_time: 7.2730379105, propagate_forward_time: 368.4693908691, propagate_backward_time: 582.1107788086, weight_update_time: 1.3238089085, other_time: 15.5379028320
epoch time: 73.1315689087s, input_fired_time: 0.9740476012, output_fired_time: 0.0000000000, propagate_forward_time: 69.3613739014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7961502075
validation[          , genome  6394] predictions:    6151/  10000 (61.51%), best:    6188/10000 (61.88%), error:     11665.04785, best error:     11473.61328 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 924.7131958008s, input_fired_time: 7.9782843590, output_fired_time: 6.8590850830, propagate_forward_time: 346.3040771484, propagate_backward_time: 547.4578247070, weight_update_time: 1.2904239893, other_time: 16.1139526367
epoch time: 54.5479049683s, input_fired_time: 0.8221632838, output_fired_time: 0.0000000000, propagate_forward_time: 51.7516479492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9740943909
validation[          , genome  6394] predictions:    6147/  10000 (61.47%), best:    6188/10000 (61.88%), error:     11621.70996, best error:     11473.61328 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 917.7573852539s, input_fired_time: 7.6235041618, output_fired_time: 6.8091487885, propagate_forward_time: 343.0578002930, propagate_backward_time: 545.4591674805, weight_update_time: 1.2692542076, other_time: 14.8078002930
epoch time: 60.0994338989s, input_fired_time: 0.8679409027, output_fired_time: 0.0000000000, propagate_forward_time: 57.1329689026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0985221863
validation[          , genome  6394] predictions:    6114/  10000 (61.14%), best:    6188/10000 (61.88%), error:     11785.35059, best error:     11473.61328 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 981.7006225586s, input_fired_time: 8.5957088470, output_fired_time: 7.3337507248, propagate_forward_time: 368.3878479004, propagate_backward_time: 579.6692504883, weight_update_time: 1.3452008963, other_time: 17.7140502930
epoch time: 79.7003173828s, input_fired_time: 1.0182373524, output_fired_time: 0.0000000000, propagate_forward_time: 76.1396484375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5424346924
validation[          , genome  6394] predictions:    6085/  10000 (60.85%), best:    6188/10000 (61.88%), error:     11828.02344, best error:     11473.61328 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 889.8829956055s, input_fired_time: 7.5133719444, output_fired_time: 6.5640478134, propagate_forward_time: 332.5471496582, propagate_backward_time: 528.8927612305, weight_update_time: 1.2471295595, other_time: 14.3656616211
epoch time: 67.5728530884s, input_fired_time: 0.9336224198, output_fired_time: 0.0000000000, propagate_forward_time: 64.2772216797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3620071411
validation[          , genome  6394] predictions:    6148/  10000 (61.48%), best:    6188/10000 (61.88%), error:     11580.76367, best error:     11473.61328 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 910.5852050781s, input_fired_time: 7.6241364479, output_fired_time: 6.6819152832, propagate_forward_time: 342.0395202637, propagate_backward_time: 539.8872680664, weight_update_time: 1.2593241930, other_time: 14.3523559570
epoch time: 88.4450149536s, input_fired_time: 1.1079269648, output_fired_time: 0.0000000000, propagate_forward_time: 84.3832550049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9538345337
validation[          , genome  6394] predictions:    6212/  10000 (62.12%), best:    6188/10000 (61.88%), error:     11480.93750, best error:     11473.61328 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 923.2875976563s, input_fired_time: 7.6928272247, output_fired_time: 6.7652587891, propagate_forward_time: 347.8462219238, propagate_backward_time: 546.9598999023, weight_update_time: 1.2660388947, other_time: 14.0233764648
epoch time: 83.0337142944s, input_fired_time: 1.1152203083, output_fired_time: 0.0000000000, propagate_forward_time: 78.5003356934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4181594849
validation[          , genome  6394] predictions:    6166/  10000 (61.66%), best:    6188/10000 (61.88%), error:     11583.63379, best error:     11473.61328 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 969.7587890625s, input_fired_time: 8.3071346283, output_fired_time: 7.3413529396, propagate_forward_time: 360.5736694336, propagate_backward_time: 575.2206420898, weight_update_time: 1.3450963497, other_time: 18.3159790039
epoch time: 96.5804443359s, input_fired_time: 1.2174301147, output_fired_time: 0.0000000000, propagate_forward_time: 92.0637741089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2992401123
validation[          , genome  6394] predictions:    6115/  10000 (61.15%), best:    6188/10000 (61.88%), error:     11743.58398, best error:     11473.61328 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 1138.6833496094s, input_fired_time: 9.0954608917, output_fired_time: 8.4222068787, propagate_forward_time: 434.5384521484, propagate_backward_time: 669.5230712891, weight_update_time: 1.4655958414, other_time: 17.1041259766
epoch time: 89.2459106445s, input_fired_time: 1.1090708971, output_fired_time: 0.0000000000, propagate_forward_time: 85.1959533691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9408874512
validation[          , genome  6394] predictions:    6128/  10000 (61.28%), best:    6188/10000 (61.88%), error:     11641.73340, best error:     11473.61328 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 974.6540527344s, input_fired_time: 7.9017081261, output_fired_time: 7.2315597534, propagate_forward_time: 365.6279602051, propagate_backward_time: 578.7029418945, weight_update_time: 1.3167368174, other_time: 15.1898803711
epoch time: 86.8278884888s, input_fired_time: 1.0914130211, output_fired_time: 0.0000000000, propagate_forward_time: 82.6882705688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0482025146
validation[          , genome  6394] predictions:    6172/  10000 (61.72%), best:    6172/10000 (61.72%), error:     11450.84375, best error:     11450.84375 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 947.9117431641s, input_fired_time: 7.8071508408, output_fired_time: 7.0251321793, propagate_forward_time: 355.3468933105, propagate_backward_time: 562.9010620117, weight_update_time: 1.2933102846, other_time: 14.8314819336
epoch time: 64.1192932129s, input_fired_time: 0.9020224214, output_fired_time: 0.0000000000, propagate_forward_time: 61.0486564636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1686134338
validation[          , genome  6394] predictions:    6141/  10000 (61.41%), best:    6172/10000 (61.72%), error:     11577.08887, best error:     11450.84375 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 1006.0429077148s, input_fired_time: 8.4605932236, output_fired_time: 7.4125599861, propagate_forward_time: 380.7807006836, propagate_backward_time: 593.3502807617, weight_update_time: 1.3586995602, other_time: 16.0388183594
epoch time: 91.0986022949s, input_fired_time: 1.2289187908, output_fired_time: 0.0000000000, propagate_forward_time: 85.6338729858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2358093262
validation[          , genome  6394] predictions:    6227/  10000 (62.27%), best:    6227/10000 (62.27%), error:     11427.41699, best error:     11427.41699 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 910.8782958984s, input_fired_time: 8.0110988617, output_fired_time: 6.7871661186, propagate_forward_time: 340.0546875000, propagate_backward_time: 540.7157592773, weight_update_time: 1.2797327042, other_time: 15.3095703125
epoch time: 75.4487075806s, input_fired_time: 1.0623673201, output_fired_time: 0.0000000000, propagate_forward_time: 71.9875183105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3988189697
validation[          , genome  6394] predictions:    6137/  10000 (61.37%), best:    6227/10000 (62.27%), error:     11621.57129, best error:     11427.41699 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 1075.0555419922s, input_fired_time: 8.7453260422, output_fired_time: 8.1592845917, propagate_forward_time: 401.9696960449, propagate_backward_time: 636.8044433594, weight_update_time: 1.4364286661, other_time: 19.3767089844
epoch time: 87.5782318115s, input_fired_time: 1.1601982117, output_fired_time: 0.0000000000, propagate_forward_time: 81.8938064575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5242233276
validation[          , genome  6394] predictions:    6210/  10000 (62.10%), best:    6227/10000 (62.27%), error:     11503.38672, best error:     11427.41699 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 917.5462646484s, input_fired_time: 8.1064071655, output_fired_time: 6.8809628487, propagate_forward_time: 341.5605773926, propagate_backward_time: 544.2672729492, weight_update_time: 1.2953542471, other_time: 16.7310180664
epoch time: 79.5158081055s, input_fired_time: 1.1112551689, output_fired_time: 0.0000000000, propagate_forward_time: 74.7298202515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6747360229
validation[          , genome  6394] predictions:    6194/  10000 (61.94%), best:    6227/10000 (62.27%), error:     11485.85059, best error:     11427.41699 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 901.7789916992s, input_fired_time: 7.5556974411, output_fired_time: 6.5856385231, propagate_forward_time: 338.3431091309, propagate_backward_time: 535.6376342773, weight_update_time: 1.2455037832, other_time: 13.6569213867
epoch time: 89.0545883179s, input_fired_time: 1.1025540829, output_fired_time: 0.0000000000, propagate_forward_time: 84.7491073608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2029266357
validation[          , genome  6394] predictions:    6161/  10000 (61.61%), best:    6227/10000 (62.27%), error:     11641.94238, best error:     11427.41699 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 1012.2522583008s, input_fired_time: 8.0890283585, output_fired_time: 7.4703574181, propagate_forward_time: 381.5850830078, propagate_backward_time: 600.2039184570, weight_update_time: 1.3386229277, other_time: 14.9038696289
epoch time: 59.4537239075s, input_fired_time: 0.8689113855, output_fired_time: 0.0000000000, propagate_forward_time: 56.5685348511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0162773132
validation[          , genome  6394] predictions:    6175/  10000 (61.75%), best:    6227/10000 (62.27%), error:     11547.60547, best error:     11427.41699 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 965.7038574219s, input_fired_time: 7.8803882599, output_fired_time: 7.0782313347, propagate_forward_time: 364.6320190430, propagate_backward_time: 572.0277099609, weight_update_time: 1.2986443043, other_time: 14.0855102539
epoch time: 62.9531364441s, input_fired_time: 0.8977105021, output_fired_time: 0.0000000000, propagate_forward_time: 59.8247871399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2306404114
validation[          , genome  6394] predictions:    6222/  10000 (62.22%), best:    6227/10000 (62.27%), error:     11456.17285, best error:     11427.41699 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 957.8485717773s, input_fired_time: 7.8516159058, output_fired_time: 7.0468578339, propagate_forward_time: 360.8416442871, propagate_backward_time: 567.8574829102, weight_update_time: 1.2931748629, other_time: 14.2509155273
epoch time: 84.0589752197s, input_fired_time: 1.0751090050, output_fired_time: 0.0000000000, propagate_forward_time: 80.1065902710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8772735596
validation[          , genome  6394] predictions:    6201/  10000 (62.01%), best:    6227/10000 (62.27%), error:     11474.96484, best error:     11427.41699 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 1025.9259033203s, input_fired_time: 8.1653556824, output_fired_time: 7.5389614105, propagate_forward_time: 389.0874633789, propagate_backward_time: 606.3424072266, weight_update_time: 1.3509347439, other_time: 14.7917480469
epoch time: 88.8073577881s, input_fired_time: 1.1024762392, output_fired_time: 0.0000000000, propagate_forward_time: 85.0799942017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6248855591
validation[          , genome  6394] predictions:    6214/  10000 (62.14%), best:    6214/10000 (62.14%), error:     11417.22852, best error:     11417.22852 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 954.7752685547s, input_fired_time: 7.8860750198, output_fired_time: 7.0290813446, propagate_forward_time: 358.6836242676, propagate_backward_time: 566.8696289063, weight_update_time: 1.2956507206, other_time: 14.3068847656
epoch time: 98.5446319580s, input_fired_time: 1.2103947401, output_fired_time: 0.0000000000, propagate_forward_time: 93.2800598145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0541763306
validation[          , genome  6394] predictions:    6196/  10000 (61.96%), best:    6214/10000 (62.14%), error:     11437.50586, best error:     11417.22852 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 967.7626342773s, input_fired_time: 8.4692173004, output_fired_time: 7.3084173203, propagate_forward_time: 360.4365539551, propagate_backward_time: 573.4710693359, weight_update_time: 1.3378194571, other_time: 18.0773925781
epoch time: 77.5762557983s, input_fired_time: 1.0632203817, output_fired_time: 0.0000000000, propagate_forward_time: 73.2260360718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2870025635
validation[          , genome  6394] predictions:    6233/  10000 (62.33%), best:    6214/10000 (62.14%), error:     11508.92676, best error:     11417.22852 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 1103.2224121094s, input_fired_time: 9.0204410553, output_fired_time: 8.2477760315, propagate_forward_time: 415.7208862305, propagate_backward_time: 651.5107421875, weight_update_time: 1.4450044632, other_time: 18.7225952148
epoch time: 100.0729064941s, input_fired_time: 1.2633891106, output_fired_time: 0.0000000000, propagate_forward_time: 95.6813964844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1281204224
validation[          , genome  6394] predictions:    6235/  10000 (62.35%), best:    6214/10000 (62.14%), error:     11456.27930, best error:     11417.22852 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 1064.5769042969s, input_fired_time: 8.6438608170, output_fired_time: 7.9108667374, propagate_forward_time: 401.6368103027, propagate_backward_time: 628.5127563477, weight_update_time: 1.4091889858, other_time: 17.8724975586
epoch time: 57.2804260254s, input_fired_time: 0.9079033732, output_fired_time: 0.0000000000, propagate_forward_time: 54.1575088501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2150154114
validation[          , genome  6394] predictions:    6243/  10000 (62.43%), best:    6243/10000 (62.43%), error:     11376.64551, best error:     11376.64551 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 880.4609985352s, input_fired_time: 7.4905385971, output_fired_time: 6.4769339561, propagate_forward_time: 328.9032897949, propagate_backward_time: 523.6417236328, weight_update_time: 1.2360236645, other_time: 13.9484863281
epoch time: 72.8376083374s, input_fired_time: 0.9776281714, output_fired_time: 0.0000000000, propagate_forward_time: 69.1542587280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7057189941
validation[          , genome  6394] predictions:    6242/  10000 (62.42%), best:    6243/10000 (62.43%), error:     11496.10742, best error:     11376.64551 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 984.3809204102s, input_fired_time: 8.3384943008, output_fired_time: 7.3437027931, propagate_forward_time: 368.4706726074, propagate_backward_time: 583.0011596680, weight_update_time: 1.3462170362, other_time: 17.2268676758
epoch time: 94.6169586182s, input_fired_time: 1.2961564064, output_fired_time: 0.0000000000, propagate_forward_time: 88.6145477295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.7062530518
validation[          , genome  6394] predictions:    6223/  10000 (62.23%), best:    6243/10000 (62.43%), error:     11498.11133, best error:     11376.64551 on epoch:    98, 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: 371.1028137207s, input_fired_time: 5.1358156204, output_fired_time: 0.0000000000, propagate_forward_time: 352.2742004395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 13.6928100586
best training[          , genome  6394] predictions:   39915/  50000 (79.83%), best:    6243/10000 (62.43%), error:     31305.58984, best error:     11376.64551 on epoch:    98, 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: 75.6285095215s, input_fired_time: 1.0643484592, output_fired_time: 0.0000000000, propagate_forward_time: 71.9666061401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5975570679
   testing[          , genome  6394] predictions:    6243/  10000 (62.43%), best:    6243/10000 (62.43%), error:     11376.64551, best error:     11376.64551 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:17:10 (3124): called boinc_finish(0)

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