Nameexact_genome_1512568488_41_4790_0
Workunit2595222
Created7 Dec 2017, 11:54:06 UTC
Sent7 Dec 2017, 11:55:56 UTC
Report deadline11 Dec 2017, 12:25:47 UTC
Received7 Dec 2017, 21:41:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 11 min 39 sec
CPU time2 hours 10 min 39 sec
Validate stateValid
Credit1,005.19
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.45 MB
Peak swap size157.73 MB
Peak disk usage1.65 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
time: 0.0000000000, propagate_forward_time: 5.2191066742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122833252
validation[          , genome  4790] predictions:    9553/  10000 (95.53%), best:    9592/10000 (95.92%), error:      1511.21082, best error:      1360.89648 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 71.8899917603s, input_fired_time: 1.1268479824, output_fired_time: 1.0535600185, propagate_forward_time: 26.2685184479, propagate_backward_time: 40.5599174500, weight_update_time: 0.1205751449, other_time: 2.8811531067
epoch time: 5.7898664474s, input_fired_time: 0.1398452818, output_fired_time: 0.0000000000, propagate_forward_time: 5.1539402008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960808754
validation[          , genome  4790] predictions:    9584/  10000 (95.84%), best:    9592/10000 (95.92%), error:      1448.82068, best error:      1360.89648 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 71.0726165771s, input_fired_time: 1.1109818220, output_fired_time: 1.0200083256, propagate_forward_time: 25.9493293762, propagate_backward_time: 40.1216354370, weight_update_time: 0.1209753528, other_time: 2.8706550598
epoch time: 5.8846650124s, input_fired_time: 0.1474528760, output_fired_time: 0.0000000000, propagate_forward_time: 5.2056798935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5315322876
validation[          , genome  4790] predictions:    9612/  10000 (96.12%), best:    9612/10000 (96.12%), error:      1333.17407, best error:      1333.17407 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 70.8498916626s, input_fired_time: 1.1206998825, output_fired_time: 1.0043020248, propagate_forward_time: 25.8425998688, propagate_backward_time: 39.9972305298, weight_update_time: 0.1206612363, other_time: 2.8850631714
epoch time: 5.8338365555s, input_fired_time: 0.1437117010, output_fired_time: 0.0000000000, propagate_forward_time: 5.1816439629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084810257
validation[          , genome  4790] predictions:    9599/  10000 (95.99%), best:    9599/10000 (95.99%), error:      1300.05566, best error:      1300.05566 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 71.5329437256s, input_fired_time: 1.1398473978, output_fired_time: 1.0130292177, propagate_forward_time: 26.0715980530, propagate_backward_time: 40.3714866638, weight_update_time: 0.1224443838, other_time: 2.9369812012
epoch time: 5.6973700523s, input_fired_time: 0.1424716264, output_fired_time: 0.0000000000, propagate_forward_time: 5.0583214760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965767860
validation[          , genome  4790] predictions:    9587/  10000 (95.87%), best:    9599/10000 (95.99%), error:      1386.51074, best error:      1300.05566 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 70.4060974121s, input_fired_time: 1.1270048618, output_fired_time: 0.9970380664, propagate_forward_time: 25.6922283173, propagate_backward_time: 39.6683502197, weight_update_time: 0.1221840158, other_time: 2.9214706421
epoch time: 6.0575423241s, input_fired_time: 0.1493430138, output_fired_time: 0.0000000000, propagate_forward_time: 5.3552298546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529694557
validation[          , genome  4790] predictions:    9566/  10000 (95.66%), best:    9599/10000 (95.99%), error:      1404.25208, best error:      1300.05566 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 71.7654037476s, input_fired_time: 1.1116850376, output_fired_time: 1.0382275581, propagate_forward_time: 26.1868572235, propagate_backward_time: 40.4830474854, weight_update_time: 0.1209945157, other_time: 2.9455795288
epoch time: 5.9437460899s, input_fired_time: 0.1423015594, output_fired_time: 0.0000000000, propagate_forward_time: 5.2755713463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5258731842
validation[          , genome  4790] predictions:    9588/  10000 (95.88%), best:    9599/10000 (95.99%), error:      1344.06543, best error:      1300.05566 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 71.1035614014s, input_fired_time: 1.1272126436, output_fired_time: 1.0081247091, propagate_forward_time: 25.9581718445, propagate_backward_time: 40.0685768127, weight_update_time: 0.1315781176, other_time: 2.9414749146
epoch time: 5.9459772110s, input_fired_time: 0.1476176977, output_fired_time: 0.0000000000, propagate_forward_time: 5.2727217674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5256376266
validation[          , genome  4790] predictions:    9639/  10000 (96.39%), best:    9639/10000 (96.39%), error:      1240.13562, best error:      1240.13562 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 72.3489379883s, input_fired_time: 1.1592872143, output_fired_time: 1.0446631908, propagate_forward_time: 26.5227203369, propagate_backward_time: 40.7206649780, weight_update_time: 0.1205801666, other_time: 2.9016036987
epoch time: 5.8114838600s, input_fired_time: 0.1426045150, output_fired_time: 0.0000000000, propagate_forward_time: 5.1594190598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5094604492
validation[          , genome  4790] predictions:    9581/  10000 (95.81%), best:    9639/10000 (96.39%), error:      1380.92627, best error:      1240.13562 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 70.9399185181s, input_fired_time: 1.1276372671, output_fired_time: 1.0073169470, propagate_forward_time: 25.8726291656, propagate_backward_time: 39.9959411621, weight_update_time: 0.1228742972, other_time: 2.9363937378
epoch time: 5.8351597786s, input_fired_time: 0.1407743692, output_fired_time: 0.0000000000, propagate_forward_time: 5.1924223900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5019631386
validation[          , genome  4790] predictions:    9620/  10000 (96.20%), best:    9639/10000 (96.39%), error:      1245.91431, best error:      1240.13562 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 70.5704193115s, input_fired_time: 1.1338461637, output_fired_time: 1.0083045959, propagate_forward_time: 25.7472267151, propagate_backward_time: 39.7587814331, weight_update_time: 0.1222647876, other_time: 2.9222602844
epoch time: 5.8873381615s, input_fired_time: 0.1485007554, output_fired_time: 0.0000000000, propagate_forward_time: 5.2208657265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5179715157
validation[          , genome  4790] predictions:    9614/  10000 (96.14%), best:    9639/10000 (96.39%), error:      1258.80237, best error:      1240.13562 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 70.7533111572s, input_fired_time: 1.1319935322, output_fired_time: 1.0110136271, propagate_forward_time: 25.8366622925, propagate_backward_time: 39.8542785645, weight_update_time: 0.1227922887, other_time: 2.9193572998
epoch time: 5.8394389153s, input_fired_time: 0.1433687955, output_fired_time: 0.0000000000, propagate_forward_time: 5.1676497459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284204483
validation[          , genome  4790] predictions:    9578/  10000 (95.78%), best:    9639/10000 (96.39%), error:      1393.03894, best error:      1240.13562 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 71.3140945435s, input_fired_time: 1.1287696362, output_fired_time: 1.0211198330, propagate_forward_time: 26.0146923065, propagate_backward_time: 40.2461547852, weight_update_time: 0.1212743074, other_time: 2.9033584595
epoch time: 5.8878731728s, input_fired_time: 0.1400190741, output_fired_time: 0.0000000000, propagate_forward_time: 5.2449669838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028872490
validation[          , genome  4790] predictions:    9619/  10000 (96.19%), best:    9639/10000 (96.39%), error:      1291.88074, best error:      1240.13562 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 72.3078079224s, input_fired_time: 1.1424797773, output_fired_time: 1.0317305326, propagate_forward_time: 26.3645248413, propagate_backward_time: 40.7793846130, weight_update_time: 0.1209999248, other_time: 2.9896888733
epoch time: 5.9017300606s, input_fired_time: 0.1410854757, output_fired_time: 0.0000000000, propagate_forward_time: 5.2098402977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5508041382
validation[          , genome  4790] predictions:    9568/  10000 (95.68%), best:    9639/10000 (96.39%), error:      1439.44543, best error:      1240.13562 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 70.4697952271s, input_fired_time: 1.1265199184, output_fired_time: 1.0092153549, propagate_forward_time: 25.7109775543, propagate_backward_time: 39.7051887512, weight_update_time: 0.1214330047, other_time: 2.9178962708
epoch time: 5.7792510986s, input_fired_time: 0.1415706724, output_fired_time: 0.0000000000, propagate_forward_time: 5.1330862045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045943260
validation[          , genome  4790] predictions:    9600/  10000 (96.00%), best:    9639/10000 (96.39%), error:      1283.31763, best error:      1240.13562 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 71.4238357544s, input_fired_time: 1.1282081604, output_fired_time: 1.0166481733, propagate_forward_time: 26.1073646545, propagate_backward_time: 40.2782592773, weight_update_time: 0.1219389811, other_time: 2.8933525085
epoch time: 5.8555445671s, input_fired_time: 0.1414483041, output_fired_time: 0.0000000000, propagate_forward_time: 5.2026038170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5114922523
validation[          , genome  4790] predictions:    9641/  10000 (96.41%), best:    9641/10000 (96.41%), error:      1207.82861, best error:      1207.82861 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 70.6107940674s, input_fired_time: 1.1301058531, output_fired_time: 1.0050513744, propagate_forward_time: 25.7572765350, propagate_backward_time: 39.8014945984, weight_update_time: 0.1230620891, other_time: 2.9168663025
epoch time: 5.8604264259s, input_fired_time: 0.1409153938, output_fired_time: 0.0000000000, propagate_forward_time: 5.2053980827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5141129494
validation[          , genome  4790] predictions:    9604/  10000 (96.04%), best:    9641/10000 (96.41%), error:      1333.43640, best error:      1207.82861 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 71.1216430664s, input_fired_time: 1.1261748075, output_fired_time: 1.0079253912, propagate_forward_time: 25.9836997986, propagate_backward_time: 40.1618080139, weight_update_time: 0.1197649986, other_time: 2.8420333862
epoch time: 5.9529576302s, input_fired_time: 0.1426942050, output_fired_time: 0.0000000000, propagate_forward_time: 5.2795629501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5307006836
validation[          , genome  4790] predictions:    9636/  10000 (96.36%), best:    9636/10000 (96.36%), error:      1203.62549, best error:      1203.62549 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 71.3655014038s, input_fired_time: 1.1225440502, output_fired_time: 1.0229383707, propagate_forward_time: 26.1500072479, propagate_backward_time: 40.1860656738, weight_update_time: 0.1299952269, other_time: 2.8839416504
epoch time: 5.8348612785s, input_fired_time: 0.1420367956, output_fired_time: 0.0000000000, propagate_forward_time: 5.1947507858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980735779
validation[          , genome  4790] predictions:    9546/  10000 (95.46%), best:    9636/10000 (96.36%), error:      1399.54150, best error:      1203.62549 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 71.1840438843s, input_fired_time: 1.1235383749, output_fired_time: 1.0066232681, propagate_forward_time: 25.9944458008, propagate_backward_time: 40.1562576294, weight_update_time: 0.1219245046, other_time: 2.9031829834
epoch time: 5.8269853592s, input_fired_time: 0.1451566070, output_fired_time: 0.0000000000, propagate_forward_time: 5.1862668991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955620766
validation[          , genome  4790] predictions:    9611/  10000 (96.11%), best:    9636/10000 (96.36%), error:      1297.30322, best error:      1203.62549 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 71.1318588257s, input_fired_time: 1.1547095776, output_fired_time: 1.0016314983, propagate_forward_time: 25.9637622833, propagate_backward_time: 40.1379013062, weight_update_time: 0.1217994094, other_time: 2.8738555908
epoch time: 5.9585371017s, input_fired_time: 0.1398604959, output_fired_time: 0.0000000000, propagate_forward_time: 5.2958669662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5228095055
validation[          , genome  4790] predictions:    9603/  10000 (96.03%), best:    9636/10000 (96.36%), error:      1327.44287, best error:      1203.62549 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 71.2713775635s, input_fired_time: 1.1308444738, output_fired_time: 1.0189329386, propagate_forward_time: 25.9740524292, propagate_backward_time: 40.2084579468, weight_update_time: 0.1211402342, other_time: 2.9390869141
epoch time: 5.9453196526s, input_fired_time: 0.1415015459, output_fired_time: 0.0000000000, propagate_forward_time: 5.2846755981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5191426277
validation[          , genome  4790] predictions:    9573/  10000 (95.73%), best:    9636/10000 (96.36%), error:      1341.97986, best error:      1203.62549 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 70.6774063110s, input_fired_time: 1.1204414368, output_fired_time: 1.0054874420, propagate_forward_time: 25.7895946503, propagate_backward_time: 39.8391342163, weight_update_time: 0.1212712005, other_time: 2.9227447510
epoch time: 5.8591742516s, input_fired_time: 0.1424610913, output_fired_time: 0.0000000000, propagate_forward_time: 5.2028446198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5138683319
validation[          , genome  4790] predictions:    9616/  10000 (96.16%), best:    9636/10000 (96.36%), error:      1241.65430, best error:      1203.62549 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 70.7606048584s, input_fired_time: 1.1315214634, output_fired_time: 1.0004273653, propagate_forward_time: 25.8267440796, propagate_backward_time: 39.8870887756, weight_update_time: 0.1215816215, other_time: 2.9148216248
epoch time: 5.8437652588s, input_fired_time: 0.1405694932, output_fired_time: 0.0000000000, propagate_forward_time: 5.1898164749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5133790970
validation[          , genome  4790] predictions:    9579/  10000 (95.79%), best:    9636/10000 (96.36%), error:      1338.66101, best error:      1203.62549 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 71.5594711304s, input_fired_time: 1.1299922466, output_fired_time: 1.0515638590, propagate_forward_time: 26.1589412689, propagate_backward_time: 40.3160247803, weight_update_time: 0.1221955717, other_time: 2.9029464722
epoch time: 5.8493299484s, input_fired_time: 0.1486867815, output_fired_time: 0.0000000000, propagate_forward_time: 5.1872687340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5133743286
validation[          , genome  4790] predictions:    9595/  10000 (95.95%), best:    9636/10000 (96.36%), error:      1269.61340, best error:      1203.62549 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 71.1844711304s, input_fired_time: 1.1261041164, output_fired_time: 1.0127207041, propagate_forward_time: 25.9917545319, propagate_backward_time: 40.1819839478, weight_update_time: 0.1215896606, other_time: 2.8719100952
epoch time: 5.8139061928s, input_fired_time: 0.1413931996, output_fired_time: 0.0000000000, propagate_forward_time: 5.1717171669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007958412
validation[          , genome  4790] predictions:    9541/  10000 (95.41%), best:    9636/10000 (96.36%), error:      1379.57568, best error:      1203.62549 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 70.8649597168s, input_fired_time: 1.1232659817, output_fired_time: 1.0138550997, propagate_forward_time: 25.8524723053, propagate_backward_time: 39.9909553528, weight_update_time: 0.1213347763, other_time: 2.8844108582
epoch time: 5.8785133362s, input_fired_time: 0.1431898922, output_fired_time: 0.0000000000, propagate_forward_time: 5.2311897278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5041337013
validation[          , genome  4790] predictions:    9583/  10000 (95.83%), best:    9636/10000 (96.36%), error:      1335.86047, best error:      1203.62549 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 71.0719985962s, input_fired_time: 1.1276807785, output_fired_time: 1.0047670603, propagate_forward_time: 26.0015735626, propagate_backward_time: 40.0541496277, weight_update_time: 0.1212928072, other_time: 2.8838310242
epoch time: 5.8894824982s, input_fired_time: 0.1423633695, output_fired_time: 0.0000000000, propagate_forward_time: 5.2216243744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5254945755
validation[          , genome  4790] predictions:    9598/  10000 (95.98%), best:    9636/10000 (96.36%), error:      1272.89575, best error:      1203.62549 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 71.0015487671s, input_fired_time: 1.1396784782, output_fired_time: 1.0079916716, propagate_forward_time: 25.8613891602, propagate_backward_time: 40.0620307922, weight_update_time: 0.1201953068, other_time: 2.9304618835
epoch time: 5.8226823807s, input_fired_time: 0.1470848024, output_fired_time: 0.0000000000, propagate_forward_time: 5.1569161415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5186815262
validation[          , genome  4790] predictions:    9605/  10000 (96.05%), best:    9636/10000 (96.36%), error:      1270.30261, best error:      1203.62549 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 71.9819793701s, input_fired_time: 1.1372137070, output_fired_time: 1.0232892036, propagate_forward_time: 26.2882518768, propagate_backward_time: 40.5533142090, weight_update_time: 0.1229511797, other_time: 2.9799041748
epoch time: 5.7766933441s, input_fired_time: 0.1413887888, output_fired_time: 0.0000000000, propagate_forward_time: 5.1302733421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5050311089
validation[          , genome  4790] predictions:    9546/  10000 (95.46%), best:    9636/10000 (96.36%), error:      1483.91797, best error:      1203.62549 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 70.9992446899s, input_fired_time: 1.1356073618, output_fired_time: 1.0050320625, propagate_forward_time: 25.9473686218, propagate_backward_time: 40.0066261292, weight_update_time: 0.1227564290, other_time: 2.9046096802
epoch time: 5.8708939552s, input_fired_time: 0.1376987994, output_fired_time: 0.0000000000, propagate_forward_time: 5.2231283188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5100669861
validation[          , genome  4790] predictions:    9581/  10000 (95.81%), best:    9636/10000 (96.36%), error:      1344.15515, best error:      1203.62549 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 71.4774551392s, input_fired_time: 1.1246937513, output_fired_time: 1.0176675320, propagate_forward_time: 26.0572528839, propagate_backward_time: 40.3588790894, weight_update_time: 0.1264660507, other_time: 2.9189605713
epoch time: 5.9107084274s, input_fired_time: 0.1499306560, output_fired_time: 0.0000000000, propagate_forward_time: 5.2542033195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5065746307
validation[          , genome  4790] predictions:    8631/  10000 (86.31%), best:    9636/10000 (96.36%), error:      5074.76318, best error:      1203.62549 on epoch:    31, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

resetting weights to those on epoch: 31
epoch time: 71.1569900513s, input_fired_time: 1.1197835207, output_fired_time: 1.0173054934, propagate_forward_time: 25.9764366150, propagate_backward_time: 40.2033042908, weight_update_time: 0.1215475947, other_time: 2.8401641846
epoch time: 5.9051280022s, input_fired_time: 0.1442815959, output_fired_time: 0.0000000000, propagate_forward_time: 5.2498469353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109996796
validation[          , genome  4790] predictions:    9630/  10000 (96.30%), best:    9636/10000 (96.36%), error:      1244.47327, best error:      1203.62549 on epoch:    31, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 71.0993423462s, input_fired_time: 1.1192810535, output_fired_time: 1.0124883652, propagate_forward_time: 25.9510326385, propagate_backward_time: 40.1146621704, weight_update_time: 0.1228060797, other_time: 2.9018783569
epoch time: 5.9255566597s, input_fired_time: 0.1424709857, output_fired_time: 0.0000000000, propagate_forward_time: 5.2705631256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125226974
validation[          , genome  4790] predictions:    9596/  10000 (95.96%), best:    9636/10000 (96.36%), error:      1305.02075, best error:      1203.62549 on epoch:    31, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 70.4331588745s, input_fired_time: 1.1222786903, output_fired_time: 0.9952142239, propagate_forward_time: 25.7118263245, propagate_backward_time: 39.6906661987, weight_update_time: 0.1212451309, other_time: 2.9131736755
epoch time: 5.8028135300s, input_fired_time: 0.1425101757, output_fired_time: 0.0000000000, propagate_forward_time: 5.1499505043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5103526115
validation[          , genome  4790] predictions:    9603/  10000 (96.03%), best:    9636/10000 (96.36%), error:      1297.77405, best error:      1203.62549 on epoch:    31, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 70.8136444092s, input_fired_time: 1.1105624437, output_fired_time: 0.9985121489, propagate_forward_time: 25.8596439362, propagate_backward_time: 39.9556922913, weight_update_time: 0.1219175979, other_time: 2.8892326355
epoch time: 5.9198794365s, input_fired_time: 0.1448850781, output_fired_time: 0.0000000000, propagate_forward_time: 5.2603120804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146822929
validation[          , genome  4790] predictions:    9606/  10000 (96.06%), best:    9636/10000 (96.36%), error:      1323.17761, best error:      1203.62549 on epoch:    31, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 71.6699905396s, input_fired_time: 1.1319743395, output_fired_time: 1.0153118372, propagate_forward_time: 26.1448268890, propagate_backward_time: 40.4444923401, weight_update_time: 0.1224988326, other_time: 2.9333839417
epoch time: 5.9576935768s, input_fired_time: 0.1454136968, output_fired_time: 0.0000000000, propagate_forward_time: 5.2779769897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343027115
validation[          , genome  4790] predictions:    9657/  10000 (96.57%), best:    9657/10000 (96.57%), error:      1145.77405, best error:      1145.77405 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 71.2230911255s, input_fired_time: 1.1444693804, output_fired_time: 1.0298755169, propagate_forward_time: 25.9541072845, propagate_backward_time: 40.1473121643, weight_update_time: 0.1268798262, other_time: 2.9473228455
epoch time: 5.8399825096s, input_fired_time: 0.1435623914, output_fired_time: 0.0000000000, propagate_forward_time: 5.1931810379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5032391548
validation[          , genome  4790] predictions:    9605/  10000 (96.05%), best:    9657/10000 (96.57%), error:      1299.90881, best error:      1145.77405 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 71.1866989136s, input_fired_time: 1.1319814920, output_fired_time: 1.0129070282, propagate_forward_time: 25.9793224335, propagate_backward_time: 40.1546287537, weight_update_time: 0.1221505851, other_time: 2.9078559875
epoch time: 5.8101444244s, input_fired_time: 0.1425576061, output_fired_time: 0.0000000000, propagate_forward_time: 5.1622042656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5053825378
validation[          , genome  4790] predictions:    9590/  10000 (95.90%), best:    9657/10000 (96.57%), error:      1382.44727, best error:      1145.77405 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 71.0419082642s, input_fired_time: 1.1284105778, output_fired_time: 1.0045069456, propagate_forward_time: 25.9216556549, propagate_backward_time: 40.0638999939, weight_update_time: 0.1230913028, other_time: 2.9234352112
epoch time: 5.8817138672s, input_fired_time: 0.1412800997, output_fired_time: 0.0000000000, propagate_forward_time: 5.2260518074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143818855
validation[          , genome  4790] predictions:    9638/  10000 (96.38%), best:    9657/10000 (96.57%), error:      1193.78577, best error:      1145.77405 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 71.0351638794s, input_fired_time: 1.1185919046, output_fired_time: 1.0132039785, propagate_forward_time: 25.9785537720, propagate_backward_time: 40.0524101257, weight_update_time: 0.1212124005, other_time: 2.8724021912
epoch time: 5.9516067505s, input_fired_time: 0.1452433020, output_fired_time: 0.0000000000, propagate_forward_time: 5.3127269745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936366081
validation[          , genome  4790] predictions:    9617/  10000 (96.17%), best:    9657/10000 (96.57%), error:      1225.94043, best error:      1145.77405 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 71.7080001831s, input_fired_time: 1.1463605165, output_fired_time: 1.0478533506, propagate_forward_time: 26.1637306213, propagate_backward_time: 40.4368095398, weight_update_time: 0.1271948963, other_time: 2.9132461548
epoch time: 5.7884769440s, input_fired_time: 0.1465957761, output_fired_time: 0.0000000000, propagate_forward_time: 5.1434130669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984679222
validation[          , genome  4790] predictions:    9486/  10000 (94.86%), best:    9657/10000 (96.57%), error:      1635.09753, best error:      1145.77405 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 71.3156661987s, input_fired_time: 1.1107929945, output_fired_time: 1.0110086203, propagate_forward_time: 26.0846271515, propagate_backward_time: 40.2457962036, weight_update_time: 0.1213185936, other_time: 2.8634414673
epoch time: 5.8386230469s, input_fired_time: 0.1448937505, output_fired_time: 0.0000000000, propagate_forward_time: 5.1829729080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5107564926
validation[          , genome  4790] predictions:    9613/  10000 (96.13%), best:    9657/10000 (96.57%), error:      1213.10449, best error:      1145.77405 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 70.8825454712s, input_fired_time: 1.1319191456, output_fired_time: 1.0161235332, propagate_forward_time: 25.8536834717, propagate_backward_time: 39.9933319092, weight_update_time: 0.1210307181, other_time: 2.8874893188
epoch time: 5.8856620789s, input_fired_time: 0.1464265883, output_fired_time: 0.0000000000, propagate_forward_time: 5.2226099968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5166254044
validation[          , genome  4790] predictions:    9650/  10000 (96.50%), best:    9657/10000 (96.57%), error:      1146.57007, best error:      1145.77405 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 72.2994232178s, input_fired_time: 1.1421155930, output_fired_time: 1.0229891539, propagate_forward_time: 26.3950233459, propagate_backward_time: 40.7553901672, weight_update_time: 0.1253621429, other_time: 2.9839096069
epoch time: 5.8715620041s, input_fired_time: 0.1445351988, output_fired_time: 0.0000000000, propagate_forward_time: 5.2160215378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5110054016
validation[          , genome  4790] predictions:    9573/  10000 (95.73%), best:    9657/10000 (96.57%), error:      1369.06714, best error:      1145.77405 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 70.9515075684s, input_fired_time: 1.1282356977, output_fired_time: 1.0116783381, propagate_forward_time: 25.8775291443, propagate_backward_time: 39.9875640869, weight_update_time: 0.1284160018, other_time: 2.9464988708
epoch time: 5.9503121376s, input_fired_time: 0.1439578682, output_fired_time: 0.0000000000, propagate_forward_time: 5.2981534004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5082006454
validation[          , genome  4790] predictions:    9599/  10000 (95.99%), best:    9657/10000 (96.57%), error:      1284.21606, best error:      1145.77405 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 71.0730438232s, input_fired_time: 1.1251090765, output_fired_time: 1.0280716419, propagate_forward_time: 25.9292297363, propagate_backward_time: 40.1064186096, weight_update_time: 0.1216102019, other_time: 2.8842201233
epoch time: 5.8027267456s, input_fired_time: 0.1398207098, output_fired_time: 0.0000000000, propagate_forward_time: 5.1634430885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994630814
validation[          , genome  4790] predictions:    9641/  10000 (96.41%), best:    9657/10000 (96.57%), error:      1208.58960, best error:      1145.77405 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 71.1314163208s, input_fired_time: 1.1281621456, output_fired_time: 1.0093452930, propagate_forward_time: 26.0274658203, propagate_backward_time: 40.0622215271, weight_update_time: 0.1205712259, other_time: 2.9042243958
epoch time: 5.8699688911s, input_fired_time: 0.1434331685, output_fired_time: 0.0000000000, propagate_forward_time: 5.2223143578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042214394
validation[          , genome  4790] predictions:    9608/  10000 (96.08%), best:    9657/10000 (96.57%), error:      1289.32190, best error:      1145.77405 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 71.2267913818s, input_fired_time: 1.1462947130, output_fired_time: 1.0195593834, propagate_forward_time: 26.0042362213, propagate_backward_time: 40.1850814819, weight_update_time: 0.1217083856, other_time: 2.8716201782
epoch time: 5.8707690239s, input_fired_time: 0.1436921805, output_fired_time: 0.0000000000, propagate_forward_time: 5.2177495956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5093274117
validation[          , genome  4790] predictions:    9606/  10000 (96.06%), best:    9657/10000 (96.57%), error:      1251.52490, best error:      1145.77405 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 70.7456436157s, input_fired_time: 1.1163189411, output_fired_time: 1.0238556862, propagate_forward_time: 25.8620758057, propagate_backward_time: 39.8976097107, weight_update_time: 0.1207244024, other_time: 2.8457832336
epoch time: 6.0257606506s, input_fired_time: 0.1500562727, output_fired_time: 0.0000000000, propagate_forward_time: 5.3639049530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5117993355
validation[          , genome  4790] predictions:    9587/  10000 (95.87%), best:    9657/10000 (96.57%), error:      1300.79810, best error:      1145.77405 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 70.9784240723s, input_fired_time: 1.1167907715, output_fired_time: 1.0029433966, propagate_forward_time: 25.9653682709, propagate_backward_time: 40.0308265686, weight_update_time: 0.1199164167, other_time: 2.8624916077
epoch time: 5.8499488831s, input_fired_time: 0.1444010735, output_fired_time: 0.0000000000, propagate_forward_time: 5.1954922676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5100555420
validation[          , genome  4790] predictions:    9590/  10000 (95.90%), best:    9657/10000 (96.57%), error:      1336.12732, best error:      1145.77405 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 71.8943176270s, input_fired_time: 1.1341387033, output_fired_time: 1.0069944859, propagate_forward_time: 26.2952690125, propagate_backward_time: 40.5513191223, weight_update_time: 0.1248739064, other_time: 2.9065933228
epoch time: 5.8986110687s, input_fired_time: 0.1454928666, output_fired_time: 0.0000000000, propagate_forward_time: 5.2246403694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284776688
validation[          , genome  4790] predictions:    9640/  10000 (96.40%), best:    9657/10000 (96.57%), error:      1171.28467, best error:      1145.77405 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 71.3345565796s, input_fired_time: 1.1251891851, output_fired_time: 1.0185835361, propagate_forward_time: 25.9943027496, propagate_backward_time: 40.2320365906, weight_update_time: 0.1262551993, other_time: 2.9644432068
epoch time: 5.8933620453s, input_fired_time: 0.1478541344, output_fired_time: 0.0000000000, propagate_forward_time: 5.2315754890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5139322281
validation[          , genome  4790] predictions:    9617/  10000 (96.17%), best:    9657/10000 (96.57%), error:      1242.69812, best error:      1145.77405 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 71.4534530640s, input_fired_time: 1.1401195526, output_fired_time: 1.0204958916, propagate_forward_time: 26.1019058228, propagate_backward_time: 40.2858161926, weight_update_time: 0.1235034391, other_time: 2.9051170349
epoch time: 5.8547854424s, input_fired_time: 0.1426863819, output_fired_time: 0.0000000000, propagate_forward_time: 5.2116136551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5004854202
validation[          , genome  4790] predictions:    9610/  10000 (96.10%), best:    9657/10000 (96.57%), error:      1273.27222, best error:      1145.77405 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 70.7885055542s, input_fired_time: 1.1254069805, output_fired_time: 1.0062772036, propagate_forward_time: 25.8762760162, propagate_backward_time: 39.9257202148, weight_update_time: 0.1203771010, other_time: 2.8548278809
epoch time: 5.8857922554s, input_fired_time: 0.1408784837, output_fired_time: 0.0000000000, propagate_forward_time: 5.2427501678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5021634102
validation[          , genome  4790] predictions:    9573/  10000 (95.73%), best:    9657/10000 (96.57%), error:      1336.93823, best error:      1145.77405 on epoch:    50, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 71.1152877808s, input_fired_time: 1.1418169737, output_fired_time: 1.0122172832, propagate_forward_time: 25.9755592346, propagate_backward_time: 40.0512580872, weight_update_time: 0.1302560866, other_time: 2.9344406128
epoch time: 5.8315844536s, input_fired_time: 0.1449718773, output_fired_time: 0.0000000000, propagate_forward_time: 5.1812963486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5053162575
validation[          , genome  4790] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1113.82837, best error:      1113.82837 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 71.1261825562s, input_fired_time: 1.1186704636, output_fired_time: 1.0272476673, propagate_forward_time: 25.9899368286, propagate_backward_time: 40.1030998230, weight_update_time: 0.1210965589, other_time: 2.8872337341
epoch time: 5.8996667862s, input_fired_time: 0.1428268403, output_fired_time: 0.0000000000, propagate_forward_time: 5.2374725342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5193672180
validation[          , genome  4790] predictions:    9651/  10000 (96.51%), best:    9653/10000 (96.53%), error:      1162.14355, best error:      1113.82837 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 71.0152130127s, input_fired_time: 1.1299188137, output_fired_time: 1.0051304102, propagate_forward_time: 25.9203491211, propagate_backward_time: 40.0538825989, weight_update_time: 0.1275077164, other_time: 2.9059333801
epoch time: 5.8491406441s, input_fired_time: 0.1458140016, output_fired_time: 0.0000000000, propagate_forward_time: 5.2034192085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4999074936
validation[          , genome  4790] predictions:    9648/  10000 (96.48%), best:    9653/10000 (96.53%), error:      1164.06604, best error:      1113.82837 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 71.2589416504s, input_fired_time: 1.1371093988, output_fired_time: 1.0144752264, propagate_forward_time: 26.0683288574, propagate_backward_time: 40.1593170166, weight_update_time: 0.1262770295, other_time: 2.8797149658
epoch time: 5.5569391251s, input_fired_time: 0.1398247033, output_fired_time: 0.0000000000, propagate_forward_time: 4.9215574265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955568314
validation[          , genome  4790] predictions:    9627/  10000 (96.27%), best:    9653/10000 (96.53%), error:      1226.49512, best error:      1113.82837 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 71.3762130737s, input_fired_time: 1.1394357681, output_fired_time: 1.0181109905, propagate_forward_time: 26.0655059814, propagate_backward_time: 40.1993713379, weight_update_time: 0.1224485114, other_time: 2.9537887573
epoch time: 5.8900737762s, input_fired_time: 0.1455551982, output_fired_time: 0.0000000000, propagate_forward_time: 5.2175450325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5269737244
validation[          , genome  4790] predictions:    9632/  10000 (96.32%), best:    9653/10000 (96.53%), error:      1164.76367, best error:      1113.82837 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 71.9476318359s, input_fired_time: 1.1568170786, output_fired_time: 1.0074428320, propagate_forward_time: 26.2751598358, propagate_backward_time: 40.6094207764, weight_update_time: 0.1201702282, other_time: 2.8987884521
epoch time: 5.9745793343s, input_fired_time: 0.1412669867, output_fired_time: 0.0000000000, propagate_forward_time: 5.2947602272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385522842
validation[          , genome  4790] predictions:    9611/  10000 (96.11%), best:    9653/10000 (96.53%), error:      1272.26636, best error:      1113.82837 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 71.5366744995s, input_fired_time: 1.1294566393, output_fired_time: 1.0126389265, propagate_forward_time: 26.1368122101, propagate_backward_time: 40.3722267151, weight_update_time: 0.1254385412, other_time: 2.8855400085
epoch time: 5.8091402054s, input_fired_time: 0.1456369013, output_fired_time: 0.0000000000, propagate_forward_time: 5.1576595306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5058436394
validation[          , genome  4790] predictions:    9598/  10000 (95.98%), best:    9653/10000 (96.53%), error:      1261.39648, best error:      1113.82837 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 71.5934371948s, input_fired_time: 1.1301811934, output_fired_time: 1.0132811069, propagate_forward_time: 26.1461772919, propagate_backward_time: 40.4010887146, weight_update_time: 0.1212226376, other_time: 2.9027061462
epoch time: 5.8707218170s, input_fired_time: 0.1413066834, output_fired_time: 0.0000000000, propagate_forward_time: 5.2253265381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040884018
validation[          , genome  4790] predictions:    9628/  10000 (96.28%), best:    9653/10000 (96.53%), error:      1220.08179, best error:      1113.82837 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 71.3114242554s, input_fired_time: 1.1361565590, output_fired_time: 1.0103127956, propagate_forward_time: 26.0321121216, propagate_backward_time: 40.2096519470, weight_update_time: 0.1218222603, other_time: 2.9231910706
epoch time: 5.8034434319s, input_fired_time: 0.1425401121, output_fired_time: 0.0000000000, propagate_forward_time: 5.1663641930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4945392609
validation[          , genome  4790] predictions:    9579/  10000 (95.79%), best:    9653/10000 (96.53%), error:      1344.61060, best error:      1113.82837 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 70.7533721924s, input_fired_time: 1.1363738775, output_fired_time: 1.0098454952, propagate_forward_time: 25.8175411224, propagate_backward_time: 39.8772392273, weight_update_time: 0.1230868399, other_time: 2.9123725891
epoch time: 5.8442201614s, input_fired_time: 0.1457720697, output_fired_time: 0.0000000000, propagate_forward_time: 5.1882252693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102229118
validation[          , genome  4790] predictions:    9623/  10000 (96.23%), best:    9653/10000 (96.53%), error:      1226.21521, best error:      1113.82837 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 71.4616851807s, input_fired_time: 1.1276867390, output_fired_time: 1.0220705271, propagate_forward_time: 26.1093807220, propagate_backward_time: 40.2996177673, weight_update_time: 0.1269378364, other_time: 2.9029273987
epoch time: 5.6006350517s, input_fired_time: 0.1406915337, output_fired_time: 0.0000000000, propagate_forward_time: 4.9592223167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007209778
validation[          , genome  4790] predictions:    9650/  10000 (96.50%), best:    9653/10000 (96.53%), error:      1146.79297, best error:      1113.82837 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 70.9506683350s, input_fired_time: 1.1336374283, output_fired_time: 1.0119718313, propagate_forward_time: 25.8890895844, propagate_backward_time: 40.0247192383, weight_update_time: 0.1221662909, other_time: 2.8912506104
epoch time: 5.8676176071s, input_fired_time: 0.1461726725, output_fired_time: 0.0000000000, propagate_forward_time: 5.2178850174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5035600662
validation[          , genome  4790] predictions:    9640/  10000 (96.40%), best:    9653/10000 (96.53%), error:      1180.64331, best error:      1113.82837 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 72.4293212891s, input_fired_time: 1.1579549313, output_fired_time: 1.0262247324, propagate_forward_time: 26.4611549377, propagate_backward_time: 40.8446311951, weight_update_time: 0.1211278811, other_time: 2.9393615723
epoch time: 6.0252103806s, input_fired_time: 0.1527864635, output_fired_time: 0.0000000000, propagate_forward_time: 5.3513255119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5210986137
validation[          , genome  4790] predictions:    9605/  10000 (96.05%), best:    9653/10000 (96.53%), error:      1244.16785, best error:      1113.82837 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 71.7919464111s, input_fired_time: 1.1528427601, output_fired_time: 1.0185295343, propagate_forward_time: 26.2560386658, propagate_backward_time: 40.4613342285, weight_update_time: 0.1266440302, other_time: 2.9032020569
epoch time: 5.8175692558s, input_fired_time: 0.1440283805, output_fired_time: 0.0000000000, propagate_forward_time: 5.1577491760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5157918930
validation[          , genome  4790] predictions:    9646/  10000 (96.46%), best:    9653/10000 (96.53%), error:      1151.46887, best error:      1113.82837 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 71.5973434448s, input_fired_time: 1.1178721189, output_fired_time: 1.0059070587, propagate_forward_time: 26.2259502411, propagate_backward_time: 40.3661384583, weight_update_time: 0.1199810132, other_time: 2.8814735413
epoch time: 5.8624019623s, input_fired_time: 0.1487201750, output_fired_time: 0.0000000000, propagate_forward_time: 5.2084298134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5052518845
validation[          , genome  4790] predictions:    9543/  10000 (95.43%), best:    9653/10000 (96.53%), error:      1470.37427, best error:      1113.82837 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 71.9305648804s, input_fired_time: 1.1521179676, output_fired_time: 1.0418642759, propagate_forward_time: 26.2924880981, propagate_backward_time: 40.5835914612, weight_update_time: 0.1212681085, other_time: 2.8605079651
epoch time: 5.8326754570s, input_fired_time: 0.1440811604, output_fired_time: 0.0000000000, propagate_forward_time: 5.1785464287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5100479126
validation[          , genome  4790] predictions:    9637/  10000 (96.37%), best:    9653/10000 (96.53%), error:      1206.91357, best error:      1113.82837 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 71.3226776123s, input_fired_time: 1.1272072792, output_fired_time: 1.0139888525, propagate_forward_time: 26.0825138092, propagate_backward_time: 40.1938934326, weight_update_time: 0.1238575801, other_time: 2.9050750732
epoch time: 6.0124654770s, input_fired_time: 0.1426856667, output_fired_time: 0.0000000000, propagate_forward_time: 5.3531284332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5166511536
validation[          , genome  4790] predictions:    9613/  10000 (96.13%), best:    9653/10000 (96.53%), error:      1216.74255, best error:      1113.82837 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 70.8874206543s, input_fired_time: 1.1345162392, output_fired_time: 1.0101848841, propagate_forward_time: 25.8885269165, propagate_backward_time: 39.9113121033, weight_update_time: 0.1220042780, other_time: 2.9428825378
epoch time: 5.8422021866s, input_fired_time: 0.1470217854, output_fired_time: 0.0000000000, propagate_forward_time: 5.1925158501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5026645660
validation[          , genome  4790] predictions:    9604/  10000 (96.04%), best:    9653/10000 (96.53%), error:      1276.53528, best error:      1113.82837 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 71.4827804565s, input_fired_time: 1.1398421526, output_fired_time: 1.0230873823, propagate_forward_time: 26.1609973907, propagate_backward_time: 40.3271141052, weight_update_time: 0.1202842891, other_time: 2.8317451477
epoch time: 5.8935122490s, input_fired_time: 0.1479286253, output_fired_time: 0.0000000000, propagate_forward_time: 5.2210159302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5245676041
validation[          , genome  4790] predictions:    9636/  10000 (96.36%), best:    9653/10000 (96.53%), error:      1171.53625, best error:      1113.82837 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 71.3844070435s, input_fired_time: 1.1421731710, output_fired_time: 1.0271058083, propagate_forward_time: 26.0561122894, propagate_backward_time: 40.2613868713, weight_update_time: 0.1289441735, other_time: 2.8976249695
epoch time: 5.8298277855s, input_fired_time: 0.1488076597, output_fired_time: 0.0000000000, propagate_forward_time: 5.1692781448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5117421150
validation[          , genome  4790] predictions:    9629/  10000 (96.29%), best:    9653/10000 (96.53%), error:      1220.05884, best error:      1113.82837 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 72.2149658203s, input_fired_time: 1.1492704153, output_fired_time: 1.0317928791, propagate_forward_time: 26.3314552307, propagate_backward_time: 40.7330322266, weight_update_time: 0.1216800213, other_time: 2.9694175720
epoch time: 5.8523082733s, input_fired_time: 0.1471531838, output_fired_time: 0.0000000000, propagate_forward_time: 5.2012925148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038623810
validation[          , genome  4790] predictions:    9585/  10000 (95.85%), best:    9653/10000 (96.53%), error:      1312.58691, best error:      1113.82837 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 70.8736724854s, input_fired_time: 1.1406570673, output_fired_time: 1.0028798580, propagate_forward_time: 25.8953266144, propagate_backward_time: 39.8925514221, weight_update_time: 0.1223125309, other_time: 2.9422645569
epoch time: 5.8781633377s, input_fired_time: 0.1466547251, output_fired_time: 0.0000000000, propagate_forward_time: 5.2346987724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968099594
validation[          , genome  4790] predictions:    9627/  10000 (96.27%), best:    9653/10000 (96.53%), error:      1220.32043, best error:      1113.82837 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 71.1130599976s, input_fired_time: 1.1247133017, output_fired_time: 1.0187201500, propagate_forward_time: 25.9137802124, propagate_backward_time: 40.1472663879, weight_update_time: 0.1324700415, other_time: 2.9085807800
epoch time: 5.9804344177s, input_fired_time: 0.1441806555, output_fired_time: 0.0000000000, propagate_forward_time: 5.3273139000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5089397430
validation[          , genome  4790] predictions:    9635/  10000 (96.35%), best:    9653/10000 (96.53%), error:      1206.39624, best error:      1113.82837 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 71.3128128052s, input_fired_time: 1.1485865116, output_fired_time: 1.0197355747, propagate_forward_time: 26.0266304016, propagate_backward_time: 40.2225494385, weight_update_time: 0.1219295934, other_time: 2.8953056335
epoch time: 5.9129343033s, input_fired_time: 0.1454955935, output_fired_time: 0.0000000000, propagate_forward_time: 5.2601089478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5073299408
validation[          , genome  4790] predictions:    9641/  10000 (96.41%), best:    9653/10000 (96.53%), error:      1160.94714, best error:      1113.82837 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 70.8679656982s, input_fired_time: 1.1239503622, output_fired_time: 1.0242564678, propagate_forward_time: 25.8623027802, propagate_backward_time: 39.9901046753, weight_update_time: 0.1196872070, other_time: 2.8673553467
epoch time: 5.8154611588s, input_fired_time: 0.1449944824, output_fired_time: 0.0000000000, propagate_forward_time: 5.1628036499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5076632500
validation[          , genome  4790] predictions:    9625/  10000 (96.25%), best:    9653/10000 (96.53%), error:      1214.32837, best error:      1113.82837 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 71.1272125244s, input_fired_time: 1.1440761089, output_fired_time: 1.0119682550, propagate_forward_time: 25.9682636261, propagate_backward_time: 40.0936393738, weight_update_time: 0.1212005466, other_time: 2.9092674255
epoch time: 5.8606104851s, input_fired_time: 0.1434717029, output_fired_time: 0.0000000000, propagate_forward_time: 5.1975450516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5195937157
validation[          , genome  4790] predictions:    9639/  10000 (96.39%), best:    9653/10000 (96.53%), error:      1170.89734, best error:      1113.82837 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 71.4269332886s, input_fired_time: 1.1283307076, output_fired_time: 1.0087605715, propagate_forward_time: 26.1286487579, propagate_backward_time: 40.3074455261, weight_update_time: 0.1206524149, other_time: 2.8537483215
epoch time: 5.9839754105s, input_fired_time: 0.1470331550, output_fired_time: 0.0000000000, propagate_forward_time: 5.3125863075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243558884
validation[          , genome  4790] predictions:    9621/  10000 (96.21%), best:    9653/10000 (96.53%), error:      1188.89661, best error:      1113.82837 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 72.1250152588s, input_fired_time: 1.1428964138, output_fired_time: 1.0424191952, propagate_forward_time: 26.3303203583, propagate_backward_time: 40.7577209473, weight_update_time: 0.1205817312, other_time: 2.8516540527
epoch time: 5.9573879242s, input_fired_time: 0.1491420567, output_fired_time: 0.0000000000, propagate_forward_time: 5.2931275368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151181221
validation[          , genome  4790] predictions:    9641/  10000 (96.41%), best:    9653/10000 (96.53%), error:      1157.77380, best error:      1113.82837 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 71.3204345703s, input_fired_time: 1.1443533897, output_fired_time: 1.0151169300, propagate_forward_time: 25.9528560638, propagate_backward_time: 40.2273712158, weight_update_time: 0.1341973990, other_time: 2.9807357788
epoch time: 5.8515501022s, input_fired_time: 0.1577045768, output_fired_time: 0.0000000000, propagate_forward_time: 5.1815123558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5123333931
validation[          , genome  4790] predictions:    9602/  10000 (96.02%), best:    9653/10000 (96.53%), error:      1261.64966, best error:      1113.82837 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 70.9442062378s, input_fired_time: 1.1467661858, output_fired_time: 1.0153024197, propagate_forward_time: 25.9068660736, propagate_backward_time: 39.9456710815, weight_update_time: 0.1227166802, other_time: 2.9295959473
epoch time: 5.9041304588s, input_fired_time: 0.1488240510, output_fired_time: 0.0000000000, propagate_forward_time: 5.2400879860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152182579
validation[          , genome  4790] predictions:    9557/  10000 (95.57%), best:    9653/10000 (96.53%), error:      1468.30518, best error:      1113.82837 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 71.8395385742s, input_fired_time: 1.1532177925, output_fired_time: 1.0140473843, propagate_forward_time: 26.2396774292, propagate_backward_time: 40.4933662415, weight_update_time: 0.1329138875, other_time: 2.9392280579
epoch time: 5.9134464264s, input_fired_time: 0.1420015693, output_fired_time: 0.0000000000, propagate_forward_time: 5.2665004730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5049443245
validation[          , genome  4790] predictions:    9649/  10000 (96.49%), best:    9653/10000 (96.53%), error:      1140.58301, best error:      1113.82837 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 70.7216339111s, input_fired_time: 1.1431928873, output_fired_time: 1.0087305307, propagate_forward_time: 25.8747692108, propagate_backward_time: 39.7850494385, weight_update_time: 0.1269574016, other_time: 2.9098892212
epoch time: 5.8264389038s, input_fired_time: 0.1453452557, output_fired_time: 0.0000000000, propagate_forward_time: 5.1724524498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5086412430
validation[          , genome  4790] predictions:    9630/  10000 (96.30%), best:    9653/10000 (96.53%), error:      1183.95471, best error:      1113.82837 on epoch:    69, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 29.4081840515s, input_fired_time: 0.7218575478, output_fired_time: 0.0000000000, propagate_forward_time: 26.0067558289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6795711517
best training[          , genome  4790] predictions:   49015/  50000 (98.03%), best:    9653/10000 (96.53%), error:      3451.64209, best error:      1113.82837 on epoch:    69, 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: 5.8889865875s, input_fired_time: 0.1408755928, output_fired_time: 0.0000000000, propagate_forward_time: 5.2484955788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4996151924
   testing[          , genome  4790] predictions:    9725/  10000 (97.25%), best:    9653/10000 (96.53%), error:       933.62482, best error:      1113.82837 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:52:38 (6500): called boinc_finish(0)

</stderr_txt>
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