Nameexact_genome_1512568488_45_5793_0
Workunit2600200
Created7 Dec 2017, 16:28:17 UTC
Sent7 Dec 2017, 16:29:34 UTC
Report deadline12 Dec 2017, 12:31:29 UTC
Received9 Dec 2017, 3:44:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time2 hours 44 min 10 sec
CPU time2 hours 40 min 13 sec
Validate stateValid
Credit1,208.67
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.95 MB
Peak swap size156.73 MB
Peak disk usage1.60 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1006855071, output_fired_time: 0.0000000000, propagate_forward_time: 6.4227056503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4748320580
validation[          , genome  5793] predictions:    9525/  10000 (95.25%), best:    9628/10000 (96.28%), error:      1587.13269, best error:      1306.06885 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 88.4177703857s, input_fired_time: 0.8012071848, output_fired_time: 0.8285114169, propagate_forward_time: 32.6578330994, propagate_backward_time: 51.4333496094, weight_update_time: 0.1553964168, other_time: 2.6968650818
epoch time: 7.1085481644s, input_fired_time: 0.1032126248, output_fired_time: 0.0000000000, propagate_forward_time: 6.5125012398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4928340912
validation[          , genome  5793] predictions:    9594/  10000 (95.94%), best:    9628/10000 (96.28%), error:      1373.27747, best error:      1306.06885 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 88.0396804810s, input_fired_time: 0.8059269786, output_fired_time: 0.8243104219, propagate_forward_time: 32.5518302917, propagate_backward_time: 51.1684570313, weight_update_time: 0.1544465721, other_time: 2.6891593933
epoch time: 7.2351136208s, input_fired_time: 0.1027019694, output_fired_time: 0.0000000000, propagate_forward_time: 6.6383113861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4941000938
validation[          , genome  5793] predictions:    9621/  10000 (96.21%), best:    9628/10000 (96.28%), error:      1349.01392, best error:      1306.06885 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 87.9693374634s, input_fired_time: 0.8060945272, output_fired_time: 0.8269588947, propagate_forward_time: 32.3940620422, propagate_backward_time: 51.2479858398, weight_update_time: 0.1513628066, other_time: 2.6942405701
epoch time: 6.8951692581s, input_fired_time: 0.0953607038, output_fired_time: 0.0000000000, propagate_forward_time: 6.3434877396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4563207626
validation[          , genome  5793] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1210.91992, best error:      1210.91992 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 89.2785415649s, input_fired_time: 0.8110715151, output_fired_time: 0.8391267657, propagate_forward_time: 33.1446228027, propagate_backward_time: 51.7922630310, weight_update_time: 0.1566345394, other_time: 2.6914558411
epoch time: 7.0817298889s, input_fired_time: 0.0984234959, output_fired_time: 0.0000000000, propagate_forward_time: 6.5179452896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653611183
validation[          , genome  5793] predictions:    9603/  10000 (96.03%), best:    9651/10000 (96.51%), error:      1363.45337, best error:      1210.91992 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 88.2840957642s, input_fired_time: 0.8082530499, output_fired_time: 0.8247101307, propagate_forward_time: 32.6352996826, propagate_backward_time: 51.2953453064, weight_update_time: 0.1542243361, other_time: 2.7204933167
epoch time: 6.4874849319s, input_fired_time: 0.0986215994, output_fired_time: 0.0000000000, propagate_forward_time: 5.8912129402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976506233
validation[          , genome  5793] predictions:    9624/  10000 (96.24%), best:    9651/10000 (96.51%), error:      1297.54199, best error:      1210.91992 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 88.5438537598s, input_fired_time: 0.8092669845, output_fired_time: 0.8236378431, propagate_forward_time: 32.7459983826, propagate_backward_time: 51.4870605469, weight_update_time: 0.1535236239, other_time: 2.6778907776
epoch time: 7.1964836121s, input_fired_time: 0.1031398773, output_fired_time: 0.0000000000, propagate_forward_time: 6.6008877754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4924559593
validation[          , genome  5793] predictions:    9623/  10000 (96.23%), best:    9651/10000 (96.51%), error:      1373.51331, best error:      1210.91992 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 88.4758071899s, input_fired_time: 0.8104439974, output_fired_time: 0.8277248740, propagate_forward_time: 32.7199745178, propagate_backward_time: 51.4026222229, weight_update_time: 0.1544827819, other_time: 2.7150344849
epoch time: 6.4788689613s, input_fired_time: 0.0964698493, output_fired_time: 0.0000000000, propagate_forward_time: 5.8752474785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5071516037
validation[          , genome  5793] predictions:    9581/  10000 (95.81%), best:    9651/10000 (96.51%), error:      1424.55334, best error:      1210.91992 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 86.5403289795s, input_fired_time: 0.7952604294, output_fired_time: 0.8146613240, propagate_forward_time: 31.6594657898, propagate_backward_time: 50.5732879639, weight_update_time: 0.1517248005, other_time: 2.6976585388
epoch time: 7.1333842278s, input_fired_time: 0.0997405648, output_fired_time: 0.0000000000, propagate_forward_time: 6.5676679611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4659757614
validation[          , genome  5793] predictions:    9591/  10000 (95.91%), best:    9651/10000 (96.51%), error:      1426.04346, best error:      1210.91992 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 88.3389282227s, input_fired_time: 0.8066896200, output_fired_time: 0.8300049901, propagate_forward_time: 32.5825309753, propagate_backward_time: 51.3940238953, weight_update_time: 0.1562373787, other_time: 2.7256851196
epoch time: 7.3818058968s, input_fired_time: 0.1047801450, output_fired_time: 0.0000000000, propagate_forward_time: 6.7706937790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063319206
validation[          , genome  5793] predictions:    9566/  10000 (95.66%), best:    9651/10000 (96.51%), error:      1434.36719, best error:      1210.91992 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 88.3533477783s, input_fired_time: 0.8096019626, output_fired_time: 0.8179476261, propagate_forward_time: 32.7448005676, propagate_backward_time: 51.2872161865, weight_update_time: 0.1548768282, other_time: 2.6937828064
epoch time: 7.1901874542s, input_fired_time: 0.1007559821, output_fired_time: 0.0000000000, propagate_forward_time: 6.6257200241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637112617
validation[          , genome  5793] predictions:    9619/  10000 (96.19%), best:    9651/10000 (96.51%), error:      1303.21692, best error:      1210.91992 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 87.9404296875s, input_fired_time: 0.8077890873, output_fired_time: 0.8263007998, propagate_forward_time: 32.3246269226, propagate_backward_time: 51.2549018860, weight_update_time: 0.1541149765, other_time: 2.7268066406
epoch time: 7.1749691963s, input_fired_time: 0.1001334190, output_fired_time: 0.0000000000, propagate_forward_time: 6.5844283104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4904074669
validation[          , genome  5793] predictions:    9572/  10000 (95.72%), best:    9651/10000 (96.51%), error:      1471.76929, best error:      1210.91992 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 88.5305633545s, input_fired_time: 0.8083378673, output_fired_time: 0.8242766857, propagate_forward_time: 32.7165107727, propagate_backward_time: 51.4610748291, weight_update_time: 0.1551522166, other_time: 2.7203636169
epoch time: 7.0287785530s, input_fired_time: 0.1004252732, output_fired_time: 0.0000000000, propagate_forward_time: 6.4497900009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4785633087
validation[          , genome  5793] predictions:    9621/  10000 (96.21%), best:    9651/10000 (96.51%), error:      1287.90576, best error:      1210.91992 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 88.0874481201s, input_fired_time: 0.8007487059, output_fired_time: 0.8255254030, propagate_forward_time: 32.5560455322, propagate_backward_time: 51.2550354004, weight_update_time: 0.1533601880, other_time: 2.6500930786
epoch time: 6.6935782433s, input_fired_time: 0.0976124927, output_fired_time: 0.0000000000, propagate_forward_time: 6.0949664116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009994507
validation[          , genome  5793] predictions:    9608/  10000 (96.08%), best:    9651/10000 (96.51%), error:      1267.50146, best error:      1210.91992 on epoch:    17, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 87.2184371948s, input_fired_time: 0.8052955866, output_fired_time: 0.8198339939, propagate_forward_time: 31.9371986389, propagate_backward_time: 50.9650192261, weight_update_time: 0.1523689032, other_time: 2.6910896301
epoch time: 7.1562800407s, input_fired_time: 0.1016611755, output_fired_time: 0.0000000000, propagate_forward_time: 6.5813217163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4732971191
validation[          , genome  5793] predictions:    9665/  10000 (96.65%), best:    9665/10000 (96.65%), error:      1210.05139, best error:      1210.05139 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 89.3313827515s, input_fired_time: 0.8291919231, output_fired_time: 0.8383644819, propagate_forward_time: 33.0234260559, propagate_backward_time: 51.8901786804, weight_update_time: 0.1564814299, other_time: 2.7502212524
epoch time: 6.9507656097s, input_fired_time: 0.0992723703, output_fired_time: 0.0000000000, propagate_forward_time: 6.3756256104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4758677483
validation[          , genome  5793] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1200.21289, best error:      1200.21289 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 86.7659454346s, input_fired_time: 0.8054785132, output_fired_time: 0.8198918104, propagate_forward_time: 31.7398185730, propagate_backward_time: 50.7189636230, weight_update_time: 0.1513422430, other_time: 2.6817893982
epoch time: 7.1470975876s, input_fired_time: 0.1007024422, output_fired_time: 0.0000000000, propagate_forward_time: 6.5625462532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838490486
validation[          , genome  5793] predictions:    9620/  10000 (96.20%), best:    9666/10000 (96.66%), error:      1295.14490, best error:      1200.21289 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 88.5364456177s, input_fired_time: 0.8063173294, output_fired_time: 0.8281858563, propagate_forward_time: 32.6605415344, propagate_backward_time: 51.5595741272, weight_update_time: 0.1545006335, other_time: 2.6818237305
epoch time: 7.1402916908s, input_fired_time: 0.1017865986, output_fired_time: 0.0000000000, propagate_forward_time: 6.5744433403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4640617371
validation[          , genome  5793] predictions:    9625/  10000 (96.25%), best:    9666/10000 (96.66%), error:      1302.58704, best error:      1200.21289 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 87.2910003662s, input_fired_time: 0.8044619560, output_fired_time: 0.8204401731, propagate_forward_time: 32.1275100708, propagate_backward_time: 50.8455276489, weight_update_time: 0.1522332728, other_time: 2.6930618286
epoch time: 7.1752400398s, input_fired_time: 0.1024324521, output_fired_time: 0.0000000000, propagate_forward_time: 6.5848374367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4879703522
validation[          , genome  5793] predictions:    9625/  10000 (96.25%), best:    9666/10000 (96.66%), error:      1276.01831, best error:      1200.21289 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 88.1988677979s, input_fired_time: 0.8045380712, output_fired_time: 0.8290606737, propagate_forward_time: 32.6004104614, propagate_backward_time: 51.3120040894, weight_update_time: 0.1537529528, other_time: 2.6528549194
epoch time: 7.0194759369s, input_fired_time: 0.0992482528, output_fired_time: 0.0000000000, propagate_forward_time: 6.4533133507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669141769
validation[          , genome  5793] predictions:    9631/  10000 (96.31%), best:    9666/10000 (96.66%), error:      1273.51404, best error:      1200.21289 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 88.2602920532s, input_fired_time: 0.8099991083, output_fired_time: 0.8234646320, propagate_forward_time: 32.6777458191, propagate_backward_time: 51.2619056702, weight_update_time: 0.1524332017, other_time: 2.6871795654
epoch time: 7.0654292107s, input_fired_time: 0.0996049196, output_fired_time: 0.0000000000, propagate_forward_time: 6.5031771660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4626469612
validation[          , genome  5793] predictions:    9599/  10000 (95.99%), best:    9666/10000 (96.66%), error:      1313.15356, best error:      1200.21289 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 86.7994918823s, input_fired_time: 0.7959188819, output_fired_time: 0.8103041649, propagate_forward_time: 32.1726608276, propagate_backward_time: 50.4031639099, weight_update_time: 0.1501404345, other_time: 2.6174430847
epoch time: 7.2964396477s, input_fired_time: 0.1066672429, output_fired_time: 0.0000000000, propagate_forward_time: 6.6865439415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5032286644
validation[          , genome  5793] predictions:    9675/  10000 (96.75%), best:    9675/10000 (96.75%), error:      1118.92456, best error:      1118.92456 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 87.6675796509s, input_fired_time: 0.8130367994, output_fired_time: 0.8195789456, propagate_forward_time: 32.4151725769, propagate_backward_time: 50.8952217102, weight_update_time: 0.1543329209, other_time: 2.7245712280
epoch time: 7.2642154694s, input_fired_time: 0.1041963398, output_fired_time: 0.0000000000, propagate_forward_time: 6.6709060669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4891128540
validation[          , genome  5793] predictions:    9641/  10000 (96.41%), best:    9675/10000 (96.75%), error:      1215.06812, best error:      1118.92456 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 88.7187042236s, input_fired_time: 0.8184266090, output_fired_time: 0.8277377486, propagate_forward_time: 32.8247795105, propagate_backward_time: 51.5152549744, weight_update_time: 0.1556164324, other_time: 2.7325057983
epoch time: 7.5708384514s, input_fired_time: 0.1071376577, output_fired_time: 0.0000000000, propagate_forward_time: 6.9602894783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5034112930
validation[          , genome  5793] predictions:    9622/  10000 (96.22%), best:    9675/10000 (96.75%), error:      1296.53174, best error:      1118.92456 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 88.4816360474s, input_fired_time: 0.8108098507, output_fired_time: 0.8286913037, propagate_forward_time: 32.6897392273, propagate_backward_time: 51.4218139648, weight_update_time: 0.1565836072, other_time: 2.7305870056
epoch time: 7.0541577339s, input_fired_time: 0.1006104946, output_fired_time: 0.0000000000, propagate_forward_time: 6.4451127052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084347725
validation[          , genome  5793] predictions:    9668/  10000 (96.68%), best:    9675/10000 (96.75%), error:      1172.49390, best error:      1118.92456 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 87.8391036987s, input_fired_time: 0.8112471700, output_fired_time: 0.8212116957, propagate_forward_time: 32.4546737671, propagate_backward_time: 51.0716857910, weight_update_time: 0.1527942866, other_time: 2.6802825928
epoch time: 7.1217880249s, input_fired_time: 0.1020954698, output_fired_time: 0.0000000000, propagate_forward_time: 6.5322537422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4874386787
validation[          , genome  5793] predictions:    9656/  10000 (96.56%), best:    9675/10000 (96.75%), error:      1182.34802, best error:      1118.92456 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 86.6587219238s, input_fired_time: 0.7966692448, output_fired_time: 0.8160287142, propagate_forward_time: 31.8143482208, propagate_backward_time: 50.5624732971, weight_update_time: 0.1529616416, other_time: 2.6692008972
epoch time: 7.7308416367s, input_fired_time: 0.1122540161, output_fired_time: 0.0000000000, propagate_forward_time: 7.0908784866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5277090073
validation[          , genome  5793] predictions:    9684/  10000 (96.84%), best:    9675/10000 (96.75%), error:      1125.77380, best error:      1118.92456 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 88.2928924561s, input_fired_time: 0.8085151911, output_fired_time: 0.8261996508, propagate_forward_time: 32.6662673950, propagate_backward_time: 51.3240509033, weight_update_time: 0.1532964259, other_time: 2.6678543091
epoch time: 7.1793026924s, input_fired_time: 0.1002038643, output_fired_time: 0.0000000000, propagate_forward_time: 6.6139307022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651679993
validation[          , genome  5793] predictions:    9629/  10000 (96.29%), best:    9675/10000 (96.75%), error:      1255.01892, best error:      1118.92456 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 88.4945220947s, input_fired_time: 0.8096414208, output_fired_time: 0.8261177540, propagate_forward_time: 32.7195625305, propagate_backward_time: 51.4300689697, weight_update_time: 0.1552111804, other_time: 2.7091331482
epoch time: 6.9018235207s, input_fired_time: 0.0988523439, output_fired_time: 0.0000000000, propagate_forward_time: 6.3347826004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681887627
validation[          , genome  5793] predictions:    9682/  10000 (96.82%), best:    9675/10000 (96.75%), error:      1132.31091, best error:      1118.92456 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 87.3487854004s, input_fired_time: 0.7993252873, output_fired_time: 0.8097628355, propagate_forward_time: 32.2908668518, propagate_backward_time: 50.7803688049, weight_update_time: 0.1539577842, other_time: 2.6684646606
epoch time: 7.1335949898s, input_fired_time: 0.0996214449, output_fired_time: 0.0000000000, propagate_forward_time: 6.5658016205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681720734
validation[          , genome  5793] predictions:    9665/  10000 (96.65%), best:    9675/10000 (96.75%), error:      1173.45288, best error:      1118.92456 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 88.0112609863s, input_fired_time: 0.8113501072, output_fired_time: 0.8287197351, propagate_forward_time: 32.3932533264, propagate_backward_time: 51.2659873962, weight_update_time: 0.1551353335, other_time: 2.7119522095
epoch time: 7.1384634972s, input_fired_time: 0.1007203162, output_fired_time: 0.0000000000, propagate_forward_time: 6.5749182701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628248215
validation[          , genome  5793] predictions:    9663/  10000 (96.63%), best:    9663/10000 (96.63%), error:      1117.94165, best error:      1117.94165 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 87.0426483154s, input_fired_time: 0.8019852042, output_fired_time: 0.8184607029, propagate_forward_time: 31.9870033264, propagate_backward_time: 50.7676315308, weight_update_time: 0.1521679610, other_time: 2.6675682068
epoch time: 7.1018977165s, input_fired_time: 0.1022623703, output_fired_time: 0.0000000000, propagate_forward_time: 6.5067038536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4929313660
validation[          , genome  5793] predictions:    9666/  10000 (96.66%), best:    9663/10000 (96.63%), error:      1167.88184, best error:      1117.94165 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 87.2656936646s, input_fired_time: 0.8062527180, output_fired_time: 0.8152145147, propagate_forward_time: 32.2216224670, propagate_backward_time: 50.7410697937, weight_update_time: 0.1531572044, other_time: 2.6815338135
epoch time: 7.1262559891s, input_fired_time: 0.1028840691, output_fired_time: 0.0000000000, propagate_forward_time: 6.5456490517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777226448
validation[          , genome  5793] predictions:    9677/  10000 (96.77%), best:    9663/10000 (96.63%), error:      1160.70630, best error:      1117.94165 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 88.9628372192s, input_fired_time: 0.8174770474, output_fired_time: 0.8305770159, propagate_forward_time: 32.9388885498, propagate_backward_time: 51.6510391235, weight_update_time: 0.1579168737, other_time: 2.7248611450
epoch time: 7.1685032845s, input_fired_time: 0.1015839502, output_fired_time: 0.0000000000, propagate_forward_time: 6.5951681137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717512131
validation[          , genome  5793] predictions:    9676/  10000 (96.76%), best:    9663/10000 (96.63%), error:      1162.90918, best error:      1117.94165 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 88.3908538818s, input_fired_time: 0.8147225976, output_fired_time: 0.8245230317, propagate_forward_time: 32.7448921204, propagate_backward_time: 51.3306427002, weight_update_time: 0.1538182050, other_time: 2.6760749817
epoch time: 7.0659470558s, input_fired_time: 0.1020048186, output_fired_time: 0.0000000000, propagate_forward_time: 6.4913659096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725761414
validation[          , genome  5793] predictions:    9656/  10000 (96.56%), best:    9663/10000 (96.63%), error:      1158.79419, best error:      1117.94165 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 88.4579238892s, input_fired_time: 0.8156148791, output_fired_time: 0.8250716329, propagate_forward_time: 32.7534942627, propagate_backward_time: 51.3819084167, weight_update_time: 0.1546478868, other_time: 2.6818351746
epoch time: 7.0883884430s, input_fired_time: 0.1002663597, output_fired_time: 0.0000000000, propagate_forward_time: 6.5251746178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4629473686
validation[          , genome  5793] predictions:    9627/  10000 (96.27%), best:    9663/10000 (96.63%), error:      1286.54480, best error:      1117.94165 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 87.9720611572s, input_fired_time: 0.8088958263, output_fired_time: 0.8231217861, propagate_forward_time: 32.5121803284, propagate_backward_time: 51.1575012207, weight_update_time: 0.1535994709, other_time: 2.6703605652
epoch time: 6.8794617653s, input_fired_time: 0.1000065878, output_fired_time: 0.0000000000, propagate_forward_time: 6.2968854904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4825696945
validation[          , genome  5793] predictions:    9616/  10000 (96.16%), best:    9663/10000 (96.63%), error:      1310.99731, best error:      1117.94165 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 87.7613983154s, input_fired_time: 0.8164356947, output_fired_time: 0.8228471875, propagate_forward_time: 32.3644409180, propagate_backward_time: 51.0063095093, weight_update_time: 0.1549907476, other_time: 2.7513656616
epoch time: 7.0403113365s, input_fired_time: 0.1026310399, output_fired_time: 0.0000000000, propagate_forward_time: 6.4605417252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771385193
validation[          , genome  5793] predictions:    9681/  10000 (96.81%), best:    9663/10000 (96.63%), error:      1139.70496, best error:      1117.94165 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 88.2856979370s, input_fired_time: 0.8217204213, output_fired_time: 0.8220654130, propagate_forward_time: 32.5492553711, propagate_backward_time: 51.3536605835, weight_update_time: 0.1553607285, other_time: 2.7389907837
epoch time: 7.1063618660s, input_fired_time: 0.1012371182, output_fired_time: 0.0000000000, propagate_forward_time: 6.5305624008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4745621681
validation[          , genome  5793] predictions:    9676/  10000 (96.76%), best:    9663/10000 (96.63%), error:      1181.34302, best error:      1117.94165 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 86.4791107178s, input_fired_time: 0.8022758365, output_fired_time: 0.8053973913, propagate_forward_time: 31.8266830444, propagate_backward_time: 50.3627929688, weight_update_time: 0.1538292915, other_time: 2.6819610596
epoch time: 7.2120409012s, input_fired_time: 0.1054960489, output_fired_time: 0.0000000000, propagate_forward_time: 6.6304817200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4760632515
validation[          , genome  5793] predictions:    9657/  10000 (96.57%), best:    9663/10000 (96.63%), error:      1218.31750, best error:      1117.94165 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 88.5736083984s, input_fired_time: 0.8267266750, output_fired_time: 0.8297372460, propagate_forward_time: 32.6905746460, propagate_backward_time: 51.4784317017, weight_update_time: 0.1558582932, other_time: 2.7481384277
epoch time: 7.1500215530s, input_fired_time: 0.1048060134, output_fired_time: 0.0000000000, propagate_forward_time: 6.5563807487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4888348579
validation[          , genome  5793] predictions:    9635/  10000 (96.35%), best:    9663/10000 (96.63%), error:      1190.32471, best error:      1117.94165 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 89.5359954834s, input_fired_time: 0.8275180459, output_fired_time: 0.8346155286, propagate_forward_time: 33.2203445435, propagate_backward_time: 51.9238395691, weight_update_time: 0.1554501057, other_time: 2.7296791077
epoch time: 7.1436018944s, input_fired_time: 0.1012523472, output_fired_time: 0.0000000000, propagate_forward_time: 6.5593695641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829797745
validation[          , genome  5793] predictions:    9606/  10000 (96.06%), best:    9663/10000 (96.63%), error:      1348.51270, best error:      1117.94165 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 87.6390228271s, input_fired_time: 0.8132349849, output_fired_time: 0.8194164634, propagate_forward_time: 32.2858657837, propagate_backward_time: 51.0038261414, weight_update_time: 0.1529294997, other_time: 2.7166786194
epoch time: 7.0344772339s, input_fired_time: 0.1006636322, output_fired_time: 0.0000000000, propagate_forward_time: 6.4512562752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4825572968
validation[          , genome  5793] predictions:    9672/  10000 (96.72%), best:    9663/10000 (96.63%), error:      1139.54590, best error:      1117.94165 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 87.2770385742s, input_fired_time: 0.8086940646, output_fired_time: 0.8171234131, propagate_forward_time: 32.0905876160, propagate_backward_time: 50.8842887878, weight_update_time: 0.1526121348, other_time: 2.6763458252
epoch time: 6.8072929382s, input_fired_time: 0.0998490378, output_fired_time: 0.0000000000, propagate_forward_time: 6.2078700066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995737076
validation[          , genome  5793] predictions:    9633/  10000 (96.33%), best:    9663/10000 (96.63%), error:      1293.26514, best error:      1117.94165 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 88.3962097168s, input_fired_time: 0.8145277500, output_fired_time: 0.8242333531, propagate_forward_time: 32.6853408813, propagate_backward_time: 51.4029998779, weight_update_time: 0.1548889130, other_time: 2.6691055298
epoch time: 7.1365571022s, input_fired_time: 0.1021124125, output_fired_time: 0.0000000000, propagate_forward_time: 6.5527491570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4816956520
validation[          , genome  5793] predictions:    9635/  10000 (96.35%), best:    9663/10000 (96.63%), error:      1225.49146, best error:      1117.94165 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 86.9784545898s, input_fired_time: 0.8080226183, output_fired_time: 0.8174986839, propagate_forward_time: 31.9182357788, propagate_backward_time: 50.7496833801, weight_update_time: 0.1521113068, other_time: 2.6850166321
epoch time: 7.2054810524s, input_fired_time: 0.1041191071, output_fired_time: 0.0000000000, propagate_forward_time: 6.6175093651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838523865
validation[          , genome  5793] predictions:    9676/  10000 (96.76%), best:    9663/10000 (96.63%), error:      1155.18591, best error:      1117.94165 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 88.3426589966s, input_fired_time: 0.8170644045, output_fired_time: 0.8236495852, propagate_forward_time: 32.6362533569, propagate_backward_time: 51.4022102356, weight_update_time: 0.1519225389, other_time: 2.6634864807
epoch time: 7.0622811317s, input_fired_time: 0.1018450186, output_fired_time: 0.0000000000, propagate_forward_time: 6.4765615463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838747978
validation[          , genome  5793] predictions:    9648/  10000 (96.48%), best:    9663/10000 (96.63%), error:      1179.81299, best error:      1117.94165 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 88.5003356934s, input_fired_time: 0.8254095912, output_fired_time: 0.8287055492, propagate_forward_time: 32.6975517273, propagate_backward_time: 51.4312133789, weight_update_time: 0.1552772373, other_time: 2.7174568176
epoch time: 7.1522655487s, input_fired_time: 0.1031153277, output_fired_time: 0.0000000000, propagate_forward_time: 6.5820145607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4671354294
validation[          , genome  5793] predictions:    9642/  10000 (96.42%), best:    9663/10000 (96.63%), error:      1222.38074, best error:      1117.94165 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 86.2853622437s, input_fired_time: 0.8074402213, output_fired_time: 0.8168026805, propagate_forward_time: 31.5029964447, propagate_backward_time: 50.4641876221, weight_update_time: 0.1522501111, other_time: 2.6939315796
epoch time: 7.2113971710s, input_fired_time: 0.1042208523, output_fired_time: 0.0000000000, propagate_forward_time: 6.6188287735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883475304
validation[          , genome  5793] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:      1075.61292, best error:      1075.61292 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 86.4711990356s, input_fired_time: 0.8028110266, output_fired_time: 0.8121448159, propagate_forward_time: 31.7089653015, propagate_backward_time: 50.4742317200, weight_update_time: 0.1517753005, other_time: 2.6730499268
epoch time: 7.2479896545s, input_fired_time: 0.1028948203, output_fired_time: 0.0000000000, propagate_forward_time: 6.6575984955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4874963760
validation[          , genome  5793] predictions:    9665/  10000 (96.65%), best:    9700/10000 (97.00%), error:      1180.01941, best error:      1075.61292 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 87.6094360352s, input_fired_time: 0.8144828081, output_fired_time: 0.8203343153, propagate_forward_time: 32.2853240967, propagate_backward_time: 50.9850540161, weight_update_time: 0.1542188525, other_time: 2.7042388916
epoch time: 7.2244677544s, input_fired_time: 0.1065605506, output_fired_time: 0.0000000000, propagate_forward_time: 6.6206040382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973030090
validation[          , genome  5793] predictions:    9672/  10000 (96.72%), best:    9700/10000 (97.00%), error:      1145.79395, best error:      1075.61292 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 89.0016098022s, input_fired_time: 0.8207849264, output_fired_time: 0.8294333220, propagate_forward_time: 32.9698066711, propagate_backward_time: 51.6773376465, weight_update_time: 0.1556865275, other_time: 2.7042503357
epoch time: 6.6371955872s, input_fired_time: 0.1053353176, output_fired_time: 0.0000000000, propagate_forward_time: 6.0273175240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045428276
validation[          , genome  5793] predictions:    9620/  10000 (96.20%), best:    9700/10000 (97.00%), error:      1359.31616, best error:      1075.61292 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 87.9476013184s, input_fired_time: 0.8105424643, output_fired_time: 0.8212266564, propagate_forward_time: 32.4511718750, propagate_backward_time: 51.1816215515, weight_update_time: 0.1530821323, other_time: 2.6830406189
epoch time: 7.1535601616s, input_fired_time: 0.1027073786, output_fired_time: 0.0000000000, propagate_forward_time: 6.5815987587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692540169
validation[          , genome  5793] predictions:    9630/  10000 (96.30%), best:    9700/10000 (97.00%), error:      1325.92517, best error:      1075.61292 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 86.8826446533s, input_fired_time: 0.8138301373, output_fired_time: 0.8197519183, propagate_forward_time: 31.8091659546, propagate_backward_time: 50.7014732361, weight_update_time: 0.1545009464, other_time: 2.7384223938
epoch time: 6.7552499771s, input_fired_time: 0.1001190990, output_fired_time: 0.0000000000, propagate_forward_time: 6.1850585938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700722694
validation[          , genome  5793] predictions:    9648/  10000 (96.48%), best:    9700/10000 (97.00%), error:      1203.79932, best error:      1075.61292 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 87.7717437744s, input_fired_time: 0.8101424575, output_fired_time: 0.8252248764, propagate_forward_time: 32.3633613586, propagate_backward_time: 51.1054992676, weight_update_time: 0.1525439471, other_time: 2.6675148010
epoch time: 7.0489583015s, input_fired_time: 0.1005020365, output_fired_time: 0.0000000000, propagate_forward_time: 6.4760036469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724526405
validation[          , genome  5793] predictions:    9664/  10000 (96.64%), best:    9700/10000 (97.00%), error:      1170.72681, best error:      1075.61292 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 87.3997421265s, input_fired_time: 0.8034532070, output_fired_time: 0.8135292530, propagate_forward_time: 32.1808395386, propagate_backward_time: 50.9595985413, weight_update_time: 0.1526255906, other_time: 2.6423225403
epoch time: 7.2787451744s, input_fired_time: 0.1053242609, output_fired_time: 0.0000000000, propagate_forward_time: 6.6994919777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739289284
validation[          , genome  5793] predictions:    9671/  10000 (96.71%), best:    9700/10000 (97.00%), error:      1146.58740, best error:      1075.61292 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 88.6085357666s, input_fired_time: 0.8213524222, output_fired_time: 0.8274759650, propagate_forward_time: 32.8179740906, propagate_backward_time: 51.4483413696, weight_update_time: 0.1547318548, other_time: 2.6933937073
epoch time: 7.1215529442s, input_fired_time: 0.1025944203, output_fired_time: 0.0000000000, propagate_forward_time: 6.5500345230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689240456
validation[          , genome  5793] predictions:    9638/  10000 (96.38%), best:    9700/10000 (97.00%), error:      1205.55933, best error:      1075.61292 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 88.0514144897s, input_fired_time: 0.8158589005, output_fired_time: 0.8204151988, propagate_forward_time: 32.5852737427, propagate_backward_time: 51.1617126465, weight_update_time: 0.1533709764, other_time: 2.6681594849
epoch time: 7.1574554443s, input_fired_time: 0.1032456458, output_fired_time: 0.0000000000, propagate_forward_time: 6.5906782150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4635314941
validation[          , genome  5793] predictions:    9690/  10000 (96.90%), best:    9700/10000 (97.00%), error:      1085.71326, best error:      1075.61292 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 86.8692703247s, input_fired_time: 0.8143797517, output_fired_time: 0.8108156323, propagate_forward_time: 32.0912590027, propagate_backward_time: 50.4298133850, weight_update_time: 0.1529397666, other_time: 2.7230072021
epoch time: 6.9790244102s, input_fired_time: 0.0996937305, output_fired_time: 0.0000000000, propagate_forward_time: 6.4081559181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711747169
validation[          , genome  5793] predictions:    9681/  10000 (96.81%), best:    9700/10000 (97.00%), error:      1122.30151, best error:      1075.61292 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 86.8724975586s, input_fired_time: 0.8115615249, output_fired_time: 0.8113611937, propagate_forward_time: 32.1248512268, propagate_backward_time: 50.4481277466, weight_update_time: 0.1522836387, other_time: 2.6765937805
epoch time: 7.0175471306s, input_fired_time: 0.1048720703, output_fired_time: 0.0000000000, propagate_forward_time: 6.4211606979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4915142059
validation[          , genome  5793] predictions:    9674/  10000 (96.74%), best:    9700/10000 (97.00%), error:      1152.51526, best error:      1075.61292 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 86.3376770020s, input_fired_time: 0.8029370904, output_fired_time: 0.8120049238, propagate_forward_time: 31.7719039917, propagate_backward_time: 50.3213043213, weight_update_time: 0.1510598212, other_time: 2.6295242310
epoch time: 6.9426360130s, input_fired_time: 0.1019222811, output_fired_time: 0.0000000000, propagate_forward_time: 6.3693599701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713535309
validation[          , genome  5793] predictions:    9523/  10000 (95.23%), best:    9700/10000 (97.00%), error:      1621.01367, best error:      1075.61292 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 87.7966613770s, input_fired_time: 0.8194571733, output_fired_time: 0.8253718615, propagate_forward_time: 32.3187980652, propagate_backward_time: 51.0850410461, weight_update_time: 0.1558244675, other_time: 2.7479934692
epoch time: 7.5185723305s, input_fired_time: 0.1171350330, output_fired_time: 0.0000000000, propagate_forward_time: 6.8970432281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5043940544
validation[          , genome  5793] predictions:    9686/  10000 (96.86%), best:    9700/10000 (97.00%), error:      1143.17712, best error:      1075.61292 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 86.1538619995s, input_fired_time: 0.8106706142, output_fired_time: 0.8189373612, propagate_forward_time: 31.5426425934, propagate_backward_time: 50.2690620422, weight_update_time: 0.1510683447, other_time: 2.7125511169
epoch time: 7.0967726707s, input_fired_time: 0.1040084362, output_fired_time: 0.0000000000, propagate_forward_time: 6.5165252686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762392044
validation[          , genome  5793] predictions:    9649/  10000 (96.49%), best:    9700/10000 (97.00%), error:      1200.10876, best error:      1075.61292 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 86.4649887085s, input_fired_time: 0.8131126761, output_fired_time: 0.8170649409, propagate_forward_time: 31.5416889191, propagate_backward_time: 50.5523948669, weight_update_time: 0.1539101601, other_time: 2.7407341003
epoch time: 6.7539739609s, input_fired_time: 0.1022244319, output_fired_time: 0.0000000000, propagate_forward_time: 6.1484994888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5032501221
validation[          , genome  5793] predictions:    9670/  10000 (96.70%), best:    9700/10000 (97.00%), error:      1194.62268, best error:      1075.61292 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 87.6788101196s, input_fired_time: 0.8182730079, output_fired_time: 0.8199257851, propagate_forward_time: 32.3692741394, propagate_backward_time: 50.9937362671, weight_update_time: 0.1546269059, other_time: 2.6776008606
epoch time: 7.2244248390s, input_fired_time: 0.1044551209, output_fired_time: 0.0000000000, propagate_forward_time: 6.6380801201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818897247
validation[          , genome  5793] predictions:    9672/  10000 (96.72%), best:    9700/10000 (97.00%), error:      1169.63635, best error:      1075.61292 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 88.1626968384s, input_fired_time: 0.8307971954, output_fired_time: 0.8293215036, propagate_forward_time: 32.4039459229, propagate_backward_time: 51.3215789795, weight_update_time: 0.1558329314, other_time: 2.7770538330
epoch time: 7.1749129295s, input_fired_time: 0.1075536385, output_fired_time: 0.0000000000, propagate_forward_time: 6.5686607361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986987114
validation[          , genome  5793] predictions:    9653/  10000 (96.53%), best:    9700/10000 (97.00%), error:      1178.17737, best error:      1075.61292 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 88.0520782471s, input_fired_time: 0.8142983317, output_fired_time: 0.8222818375, propagate_forward_time: 32.5611724854, propagate_backward_time: 51.2247848511, weight_update_time: 0.1530911028, other_time: 2.6295394897
epoch time: 7.1291804314s, input_fired_time: 0.1030233949, output_fired_time: 0.0000000000, propagate_forward_time: 6.5618648529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642920494
validation[          , genome  5793] predictions:    9683/  10000 (96.83%), best:    9700/10000 (97.00%), error:      1134.27209, best error:      1075.61292 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 86.6417694092s, input_fired_time: 0.8187472820, output_fired_time: 0.8208155632, propagate_forward_time: 31.6751136780, propagate_backward_time: 50.6036567688, weight_update_time: 0.1526626498, other_time: 2.7234344482
epoch time: 7.3956365585s, input_fired_time: 0.1115750819, output_fired_time: 0.0000000000, propagate_forward_time: 6.7771987915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068626404
validation[          , genome  5793] predictions:    9669/  10000 (96.69%), best:    9700/10000 (97.00%), error:      1175.10583, best error:      1075.61292 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 88.8353500366s, input_fired_time: 0.8309344649, output_fired_time: 0.8294090629, propagate_forward_time: 32.9328804016, propagate_backward_time: 51.5072937012, weight_update_time: 0.1568845510, other_time: 2.7348365784
epoch time: 7.2402777672s, input_fired_time: 0.1061753854, output_fired_time: 0.0000000000, propagate_forward_time: 6.6553645134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4787378311
validation[          , genome  5793] predictions:    9692/  10000 (96.92%), best:    9700/10000 (97.00%), error:      1096.15918, best error:      1075.61292 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 88.7396392822s, input_fired_time: 0.8266590834, output_fired_time: 0.8284305334, propagate_forward_time: 32.8679771423, propagate_backward_time: 51.5423393250, weight_update_time: 0.1540065557, other_time: 2.6742324829
epoch time: 7.1906585693s, input_fired_time: 0.1042539030, output_fired_time: 0.0000000000, propagate_forward_time: 6.6020770073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4843277931
validation[          , genome  5793] predictions:    9623/  10000 (96.23%), best:    9700/10000 (97.00%), error:      1274.53467, best error:      1075.61292 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 88.0785522461s, input_fired_time: 0.8361534476, output_fired_time: 0.8256765604, propagate_forward_time: 32.4395179749, propagate_backward_time: 51.2120285034, weight_update_time: 0.1588822305, other_time: 2.7651786804
epoch time: 6.9594039917s, input_fired_time: 0.1030510366, output_fired_time: 0.0000000000, propagate_forward_time: 6.3625526428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4938001633
validation[          , genome  5793] predictions:    9660/  10000 (96.60%), best:    9700/10000 (97.00%), error:      1180.48181, best error:      1075.61292 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 88.2085113525s, input_fired_time: 0.8316526413, output_fired_time: 0.8261830211, propagate_forward_time: 32.6130714417, propagate_backward_time: 51.2384414673, weight_update_time: 0.1527260244, other_time: 2.6991691589
epoch time: 6.5564098358s, input_fired_time: 0.1057388410, output_fired_time: 0.0000000000, propagate_forward_time: 5.9536619186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4970092773
validation[          , genome  5793] predictions:    9690/  10000 (96.90%), best:    9700/10000 (97.00%), error:      1133.54834, best error:      1075.61292 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 87.5977630615s, input_fired_time: 0.8242720962, output_fired_time: 0.8179216981, propagate_forward_time: 32.3585357666, propagate_backward_time: 50.8815345764, weight_update_time: 0.1538985372, other_time: 2.7154960632
epoch time: 7.3826231956s, input_fired_time: 0.1111269891, output_fired_time: 0.0000000000, propagate_forward_time: 6.7824521065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4890441895
validation[          , genome  5793] predictions:    9695/  10000 (96.95%), best:    9700/10000 (97.00%), error:      1104.94104, best error:      1075.61292 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 88.4206771851s, input_fired_time: 0.8218911886, output_fired_time: 0.8250920177, propagate_forward_time: 32.7452316284, propagate_backward_time: 51.4036254883, weight_update_time: 0.1520564854, other_time: 2.6248397827
epoch time: 7.0390710831s, input_fired_time: 0.1049822718, output_fired_time: 0.0000000000, propagate_forward_time: 6.4587068558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4753818512
validation[          , genome  5793] predictions:    9656/  10000 (96.56%), best:    9700/10000 (97.00%), error:      1214.25500, best error:      1075.61292 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 87.7326354980s, input_fired_time: 0.8152140975, output_fired_time: 0.8196527362, propagate_forward_time: 32.3643302917, propagate_backward_time: 51.0836944580, weight_update_time: 0.1534249038, other_time: 2.6497383118
epoch time: 6.7871651649s, input_fired_time: 0.1033496410, output_fired_time: 0.0000000000, propagate_forward_time: 6.1678023338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5160131454
validation[          , genome  5793] predictions:    9655/  10000 (96.55%), best:    9700/10000 (97.00%), error:      1200.11072, best error:      1075.61292 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 87.4692993164s, input_fired_time: 0.8225709200, output_fired_time: 0.8177860379, propagate_forward_time: 32.2741661072, propagate_backward_time: 50.8426475525, weight_update_time: 0.1540448666, other_time: 2.7121276855
epoch time: 6.3516879082s, input_fired_time: 0.1000190899, output_fired_time: 0.0000000000, propagate_forward_time: 5.7478313446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038375854
validation[          , genome  5793] predictions:    9670/  10000 (96.70%), best:    9700/10000 (97.00%), error:      1178.01147, best error:      1075.61292 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 88.0822677612s, input_fired_time: 0.8401583433, output_fired_time: 0.8262222409, propagate_forward_time: 32.4868469238, propagate_backward_time: 51.1581344604, weight_update_time: 0.1550826430, other_time: 2.7709045410
epoch time: 6.0764679909s, input_fired_time: 0.1000271663, output_fired_time: 0.0000000000, propagate_forward_time: 5.4820446968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943962097
validation[          , genome  5793] predictions:    9646/  10000 (96.46%), best:    9700/10000 (97.00%), error:      1190.34412, best error:      1075.61292 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 86.4982681274s, input_fired_time: 0.8313159943, output_fired_time: 0.8166490793, propagate_forward_time: 31.6627063751, propagate_backward_time: 50.3747520447, weight_update_time: 0.1557727307, other_time: 2.8128471375
epoch time: 7.1365022659s, input_fired_time: 0.1039262861, output_fired_time: 0.0000000000, propagate_forward_time: 6.5495495796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4830265045
validation[          , genome  5793] predictions:    9647/  10000 (96.47%), best:    9700/10000 (97.00%), error:      1239.24121, best error:      1075.61292 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 88.1488800049s, input_fired_time: 0.8295156360, output_fired_time: 0.8286337852, propagate_forward_time: 32.4272651672, propagate_backward_time: 51.2892990112, weight_update_time: 0.1551808715, other_time: 2.7741661072
epoch time: 7.0993146896s, input_fired_time: 0.1019553170, output_fired_time: 0.0000000000, propagate_forward_time: 6.5282969475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690623283
validation[          , genome  5793] predictions:    9601/  10000 (96.01%), best:    9700/10000 (97.00%), error:      1341.49121, best error:      1075.61292 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 86.8248901367s, input_fired_time: 0.8106582165, output_fired_time: 0.8185389042, propagate_forward_time: 31.8165512085, propagate_backward_time: 50.7090034485, weight_update_time: 0.1533749700, other_time: 2.6701316833
epoch time: 7.1121535301s, input_fired_time: 0.1035219207, output_fired_time: 0.0000000000, propagate_forward_time: 6.5231509209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4854807854
validation[          , genome  5793] predictions:    9677/  10000 (96.77%), best:    9700/10000 (97.00%), error:      1119.69250, best error:      1075.61292 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 88.3889160156s, input_fired_time: 0.8234825730, output_fired_time: 0.8247264624, propagate_forward_time: 32.7064819336, propagate_backward_time: 51.3593330383, weight_update_time: 0.1525746882, other_time: 2.6748847961
epoch time: 7.3702940941s, input_fired_time: 0.1085083485, output_fired_time: 0.0000000000, propagate_forward_time: 6.7753024101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4864830971
validation[          , genome  5793] predictions:    9678/  10000 (96.78%), best:    9700/10000 (97.00%), error:      1164.04834, best error:      1075.61292 on epoch:    62, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 88.3630447388s, input_fired_time: 0.8283556104, output_fired_time: 0.8220139146, propagate_forward_time: 32.6561508179, propagate_backward_time: 51.3541488647, weight_update_time: 0.1530893296, other_time: 2.7023773193
epoch time: 7.1808271408s, input_fired_time: 0.1032719761, output_fired_time: 0.0000000000, propagate_forward_time: 6.6044783592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730768204
validation[          , genome  5793] predictions:    9654/  10000 (96.54%), best:    9700/10000 (97.00%), error:      1204.45154, best error:      1075.61292 on epoch:    62, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 87.8180770874s, input_fired_time: 0.8262165189, output_fired_time: 0.8262055516, propagate_forward_time: 32.2589187622, propagate_backward_time: 51.2200508118, weight_update_time: 0.1533165276, other_time: 2.6866874695
epoch time: 7.4176688194s, input_fired_time: 0.1144616008, output_fired_time: 0.0000000000, propagate_forward_time: 6.7777252197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5254821777
validation[          , genome  5793] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:      1069.49548, best error:      1069.49548 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 87.9003677368s, input_fired_time: 0.8290076256, output_fired_time: 0.8226025105, propagate_forward_time: 32.4133758545, propagate_backward_time: 51.1638107300, weight_update_time: 0.1527876109, other_time: 2.6715698242
epoch time: 7.0560531616s, input_fired_time: 0.1035536230, output_fired_time: 0.0000000000, propagate_forward_time: 6.4688062668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4836931229
validation[          , genome  5793] predictions:    9663/  10000 (96.63%), best:    9703/10000 (97.03%), error:      1190.08533, best error:      1069.49548 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 89.2694244385s, input_fired_time: 0.8436123729, output_fired_time: 0.8309192657, propagate_forward_time: 32.9849700928, propagate_backward_time: 51.8626632690, weight_update_time: 0.1564792246, other_time: 2.7472610474
epoch time: 7.1388540268s, input_fired_time: 0.1047988608, output_fired_time: 0.0000000000, propagate_forward_time: 6.5709075928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631476402
validation[          , genome  5793] predictions:    9673/  10000 (96.73%), best:    9703/10000 (97.03%), error:      1099.91235, best error:      1069.49548 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 86.2272644043s, input_fired_time: 0.8094602227, output_fired_time: 0.8057963848, propagate_forward_time: 31.6898632050, propagate_backward_time: 50.2529258728, weight_update_time: 0.1513937116, other_time: 2.6692161560
epoch time: 7.3617219925s, input_fired_time: 0.1075237542, output_fired_time: 0.0000000000, propagate_forward_time: 6.7663693428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4878287315
validation[          , genome  5793] predictions:    9690/  10000 (96.90%), best:    9703/10000 (97.03%), error:      1111.07520, best error:      1069.49548 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 88.3414916992s, input_fired_time: 0.8327319026, output_fired_time: 0.8260593414, propagate_forward_time: 32.6374549866, propagate_backward_time: 51.3405418396, weight_update_time: 0.1538481116, other_time: 2.7047042847
epoch time: 7.1277256012s, input_fired_time: 0.1046328396, output_fired_time: 0.0000000000, propagate_forward_time: 6.5494556427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4736371040
validation[          , genome  5793] predictions:    9661/  10000 (96.61%), best:    9703/10000 (97.03%), error:      1176.08521, best error:      1069.49548 on epoch:    96, 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: 35.6961860657s, input_fired_time: 0.5262868404, output_fired_time: 0.0000000000, propagate_forward_time: 32.7154808044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4544181824
best training[          , genome  5793] predictions:   49260/  50000 (98.52%), best:    9703/10000 (97.03%), error:      2804.44604, best error:      1069.49548 on epoch:    96, 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: 6.8943467140s, input_fired_time: 0.1040325239, output_fired_time: 0.0000000000, propagate_forward_time: 6.3155221939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4747920036
   testing[          , genome  5793] predictions:    9732/  10000 (97.32%), best:    9703/10000 (97.03%), error:       919.04559, best error:      1069.49548 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:44:01 (4468): called boinc_finish(0)

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