Nameexact_genome_1512568488_44_3187_1
Workunit2587275
Created7 Dec 2017, 3:33:31 UTC
Sent7 Dec 2017, 3:40:57 UTC
Report deadline11 Dec 2017, 22:00:53 UTC
Received7 Dec 2017, 14:17:22 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time2 hours 40 min 49 sec
CPU time2 hours 36 min 16 sec
Validate stateValid
Credit1,190.96
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.13 MB
Peak swap size157.46 MB
Peak disk usage1.62 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
me: 0.1130883768, output_fired_time: 0.0000000000, propagate_forward_time: 6.3120160103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5037727356
validation[          , genome  3187] predictions:    9507/  10000 (95.07%), best:    9599/10000 (95.99%), error:      1626.42834, best error:      1387.03992 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 89.0854644775s, input_fired_time: 0.8743314743, output_fired_time: 0.7734055519, propagate_forward_time: 33.1881942749, propagate_backward_time: 50.4740486145, weight_update_time: 0.1203923970, other_time: 3.7754859924
epoch time: 6.7019782066s, input_fired_time: 0.1096381843, output_fired_time: 0.0000000000, propagate_forward_time: 6.1056098938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4867300987
validation[          , genome  3187] predictions:    9601/  10000 (96.01%), best:    9601/10000 (96.01%), error:      1367.50830, best error:      1367.50830 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 90.0358123779s, input_fired_time: 0.8814214468, output_fired_time: 0.7801413536, propagate_forward_time: 33.4839477539, propagate_backward_time: 52.0925865173, weight_update_time: 0.1212847978, other_time: 2.7977104187
epoch time: 6.8303036690s, input_fired_time: 0.1114419773, output_fired_time: 0.0000000000, propagate_forward_time: 6.2285685539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4902930260
validation[          , genome  3187] predictions:    9578/  10000 (95.78%), best:    9601/10000 (96.01%), error:      1435.40869, best error:      1367.50830 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 89.4626846313s, input_fired_time: 0.8862069845, output_fired_time: 0.7815839648, propagate_forward_time: 32.6485023499, propagate_backward_time: 52.3298225403, weight_update_time: 0.1224093586, other_time: 2.8165664673
epoch time: 8.2221202850s, input_fired_time: 0.1161920652, output_fired_time: 0.0000000000, propagate_forward_time: 7.5927281380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5132002831
validation[          , genome  3187] predictions:    9621/  10000 (96.21%), best:    9601/10000 (96.01%), error:      1376.68921, best error:      1367.50830 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 89.0163345337s, input_fired_time: 0.8819141388, output_fired_time: 0.7797041535, propagate_forward_time: 34.5519523621, propagate_backward_time: 50.0171279907, weight_update_time: 0.1208850816, other_time: 2.7856407166
epoch time: 7.9216728210s, input_fired_time: 0.1126871631, output_fired_time: 0.0000000000, propagate_forward_time: 7.3102512360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4987344742
validation[          , genome  3187] predictions:    9537/  10000 (95.37%), best:    9601/10000 (96.01%), error:      1573.20569, best error:      1367.50830 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 89.7754516602s, input_fired_time: 0.8884315491, output_fired_time: 0.7952784896, propagate_forward_time: 32.7565116882, propagate_backward_time: 52.5195503235, weight_update_time: 0.1224220842, other_time: 2.8156814575
epoch time: 8.2526464462s, input_fired_time: 0.1170341223, output_fired_time: 0.0000000000, propagate_forward_time: 7.6151151657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5204973221
validation[          , genome  3187] predictions:    9570/  10000 (95.70%), best:    9601/10000 (96.01%), error:      1441.89380, best error:      1367.50830 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 96.2455825806s, input_fired_time: 0.9796169996, output_fired_time: 0.8470973372, propagate_forward_time: 34.3722877502, propagate_backward_time: 57.0084304810, weight_update_time: 0.1221908554, other_time: 3.0381507874
epoch time: 8.2193832397s, input_fired_time: 0.1158656552, output_fired_time: 0.0000000000, propagate_forward_time: 7.5628323555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5406851768
validation[          , genome  3187] predictions:    9595/  10000 (95.95%), best:    9601/10000 (96.01%), error:      1397.95789, best error:      1367.50830 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 88.8781738281s, input_fired_time: 0.8824052811, output_fired_time: 0.7802636623, propagate_forward_time: 33.5025787354, propagate_backward_time: 50.9157676697, weight_update_time: 0.1210448667, other_time: 2.7971534729
epoch time: 8.2450475693s, input_fired_time: 0.1172262058, output_fired_time: 0.0000000000, propagate_forward_time: 7.6100974083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5177235603
validation[          , genome  3187] predictions:    9560/  10000 (95.60%), best:    9601/10000 (96.01%), error:      1528.28809, best error:      1367.50830 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 89.0340270996s, input_fired_time: 0.8820325732, output_fired_time: 0.7805862427, propagate_forward_time: 32.6432380676, propagate_backward_time: 51.9354743958, weight_update_time: 0.1215085983, other_time: 2.7926940918
epoch time: 8.3465833664s, input_fired_time: 0.1201378405, output_fired_time: 0.0000000000, propagate_forward_time: 7.6929593086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334858894
validation[          , genome  3187] predictions:    9615/  10000 (96.15%), best:    9615/10000 (96.15%), error:      1258.02173, best error:      1258.02173 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 95.6946868896s, input_fired_time: 0.9307901263, output_fired_time: 0.8463428020, propagate_forward_time: 35.2674064636, propagate_backward_time: 55.6524314880, weight_update_time: 0.1305873394, other_time: 2.9977111816
epoch time: 8.1395921707s, input_fired_time: 0.1151746139, output_fired_time: 0.0000000000, propagate_forward_time: 7.5123066902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5121111870
validation[          , genome  3187] predictions:    9612/  10000 (96.12%), best:    9615/10000 (96.15%), error:      1328.88818, best error:      1258.02173 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 89.2892990112s, input_fired_time: 0.8877062798, output_fired_time: 0.7805557847, propagate_forward_time: 32.6421661377, propagate_backward_time: 52.1262893677, weight_update_time: 0.1226707101, other_time: 2.8525848389
epoch time: 8.1484622955s, input_fired_time: 0.1161315367, output_fired_time: 0.0000000000, propagate_forward_time: 7.5223674774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5099630356
validation[          , genome  3187] predictions:    9594/  10000 (95.94%), best:    9615/10000 (96.15%), error:      1416.12073, best error:      1258.02173 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 97.2725677490s, input_fired_time: 0.9383835793, output_fired_time: 0.8636683226, propagate_forward_time: 35.2747344971, propagate_backward_time: 57.2514228821, weight_update_time: 0.1234742105, other_time: 2.9443550110
epoch time: 7.5965776443s, input_fired_time: 0.1218829453, output_fired_time: 0.0000000000, propagate_forward_time: 6.9314541817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432405472
validation[          , genome  3187] predictions:    9574/  10000 (95.74%), best:    9615/10000 (96.15%), error:      1450.36877, best error:      1258.02173 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 100.5332794189s, input_fired_time: 1.0244097710, output_fired_time: 0.8664230704, propagate_forward_time: 38.7982482910, propagate_backward_time: 56.6919403076, weight_update_time: 0.1234400421, other_time: 3.1522598267
epoch time: 6.8591756821s, input_fired_time: 0.1108604446, output_fired_time: 0.0000000000, propagate_forward_time: 6.2567653656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4915499687
validation[          , genome  3187] predictions:    9592/  10000 (95.92%), best:    9615/10000 (96.15%), error:      1391.62463, best error:      1258.02173 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 93.3041915894s, input_fired_time: 0.9602370858, output_fired_time: 0.8288474679, propagate_forward_time: 35.7519760132, propagate_backward_time: 52.8540916443, weight_update_time: 0.1234180108, other_time: 2.9090385437
epoch time: 6.7986598015s, input_fired_time: 0.1109420210, output_fired_time: 0.0000000000, propagate_forward_time: 6.1859078407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5018100739
validation[          , genome  3187] predictions:    9587/  10000 (95.87%), best:    9615/10000 (96.15%), error:      1411.16504, best error:      1258.02173 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 90.2205734253s, input_fired_time: 0.8941836953, output_fired_time: 0.7816326022, propagate_forward_time: 34.5832023621, propagate_backward_time: 51.1146049500, weight_update_time: 0.1220662370, other_time: 2.8469543457
epoch time: 8.7326831818s, input_fired_time: 0.1388480365, output_fired_time: 0.0000000000, propagate_forward_time: 7.9691710472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6246638298
validation[          , genome  3187] predictions:    9597/  10000 (95.97%), best:    9615/10000 (96.15%), error:      1410.74963, best error:      1258.02173 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 91.1485671997s, input_fired_time: 0.9002928138, output_fired_time: 0.7903786898, propagate_forward_time: 31.9636878967, propagate_backward_time: 52.5565223694, weight_update_time: 0.1237014532, other_time: 4.9376831055
epoch time: 6.7396769524s, input_fired_time: 0.1139113382, output_fired_time: 0.0000000000, propagate_forward_time: 6.1316161156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4941496849
validation[          , genome  3187] predictions:    9615/  10000 (96.15%), best:    9615/10000 (96.15%), error:      1307.03918, best error:      1258.02173 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 90.2177734375s, input_fired_time: 0.8868039250, output_fired_time: 0.7772949338, propagate_forward_time: 33.6632652283, propagate_backward_time: 52.0678634644, weight_update_time: 0.1217065379, other_time: 2.8225440979
epoch time: 6.7984895706s, input_fired_time: 0.1114365458, output_fired_time: 0.0000000000, propagate_forward_time: 6.1904597282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965934753
validation[          , genome  3187] predictions:    9562/  10000 (95.62%), best:    9615/10000 (96.15%), error:      1462.20557, best error:      1258.02173 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 95.6404418945s, input_fired_time: 0.9021692872, output_fired_time: 0.8117871881, propagate_forward_time: 33.6223526001, propagate_backward_time: 57.3590316772, weight_update_time: 0.1295907646, other_time: 2.9450988770
epoch time: 6.7719244957s, input_fired_time: 0.1098688394, output_fired_time: 0.0000000000, propagate_forward_time: 6.1798911095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4821643829
validation[          , genome  3187] predictions:    9502/  10000 (95.02%), best:    9615/10000 (96.15%), error:      1605.50476, best error:      1258.02173 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 90.3489227295s, input_fired_time: 0.8872002363, output_fired_time: 0.7812260985, propagate_forward_time: 32.6677703857, propagate_backward_time: 53.1954917908, weight_update_time: 0.1219895408, other_time: 2.8172340393
epoch time: 6.9356203079s, input_fired_time: 0.1125078723, output_fired_time: 0.0000000000, propagate_forward_time: 6.3243188858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4987936020
validation[          , genome  3187] predictions:    9588/  10000 (95.88%), best:    9615/10000 (96.15%), error:      1469.19678, best error:      1258.02173 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 90.4834518433s, input_fired_time: 0.8911806941, output_fired_time: 0.7812892795, propagate_forward_time: 34.6689224243, propagate_backward_time: 51.3167839050, weight_update_time: 0.1226208732, other_time: 2.8252754211
epoch time: 6.9257187843s, input_fired_time: 0.1123651117, output_fired_time: 0.0000000000, propagate_forward_time: 6.3222708702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4910826683
validation[          , genome  3187] predictions:    9567/  10000 (95.67%), best:    9615/10000 (96.15%), error:      1429.21106, best error:      1258.02173 on epoch:    22, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 90.4208450317s, input_fired_time: 0.8945457935, output_fired_time: 0.7803891897, propagate_forward_time: 33.6193962097, propagate_backward_time: 52.2726554871, weight_update_time: 0.1240454465, other_time: 2.8538589478
epoch time: 6.7542500496s, input_fired_time: 0.1113251671, output_fired_time: 0.0000000000, propagate_forward_time: 6.1566371918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4862875938
validation[          , genome  3187] predictions:    9616/  10000 (96.16%), best:    9615/10000 (96.15%), error:      1301.28455, best error:      1258.02173 on epoch:    22, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 90.5173263550s, input_fired_time: 0.8941905499, output_fired_time: 0.7821298242, propagate_forward_time: 33.8034934998, propagate_backward_time: 52.1922988892, weight_update_time: 0.1233959273, other_time: 2.8452186584
epoch time: 6.8682289124s, input_fired_time: 0.1125649437, output_fired_time: 0.0000000000, propagate_forward_time: 6.2683181763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4873456955
validation[          , genome  3187] predictions:    9560/  10000 (95.60%), best:    9615/10000 (96.15%), error:      1425.24805, best error:      1258.02173 on epoch:    22, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 88.9784622192s, input_fired_time: 0.8874148130, output_fired_time: 0.7782005668, propagate_forward_time: 31.5731582642, propagate_backward_time: 52.9539604187, weight_update_time: 0.1213664338, other_time: 2.7857322693
epoch time: 8.2541952133s, input_fired_time: 0.1194394678, output_fired_time: 0.0000000000, propagate_forward_time: 7.6022129059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325431824
validation[          , genome  3187] predictions:    9641/  10000 (96.41%), best:    9641/10000 (96.41%), error:      1241.28040, best error:      1241.28040 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 89.4818115234s, input_fired_time: 0.8927999735, output_fired_time: 0.7819442153, propagate_forward_time: 31.7582893372, propagate_backward_time: 53.2216529846, weight_update_time: 0.1226297170, other_time: 2.8271255493
epoch time: 7.8041033745s, input_fired_time: 0.1116110310, output_fired_time: 0.0000000000, propagate_forward_time: 7.2056384087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4868540764
validation[          , genome  3187] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1179.43811, best error:      1179.43811 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 89.4186096191s, input_fired_time: 0.8885216117, output_fired_time: 0.7812091112, propagate_forward_time: 33.7185249329, propagate_backward_time: 51.1306304932, weight_update_time: 0.1222436652, other_time: 2.8997230530
epoch time: 8.0638074875s, input_fired_time: 0.1167653203, output_fired_time: 0.0000000000, propagate_forward_time: 6.4157624245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5312795639
validation[          , genome  3187] predictions:    9645/  10000 (96.45%), best:    9653/10000 (96.53%), error:      1277.76282, best error:      1179.43811 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 89.2598342896s, input_fired_time: 0.8974945545, output_fired_time: 0.7785654068, propagate_forward_time: 33.6425094604, propagate_backward_time: 51.1163482666, weight_update_time: 0.1225661784, other_time: 2.8249206543
epoch time: 6.8496270180s, input_fired_time: 0.1134793311, output_fired_time: 0.0000000000, propagate_forward_time: 6.2420396805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4941082001
validation[          , genome  3187] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1214.17603, best error:      1179.43811 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 95.5345535278s, input_fired_time: 0.9316258430, output_fired_time: 0.8169520497, propagate_forward_time: 34.5530014038, propagate_backward_time: 56.2635078430, weight_update_time: 0.1269708723, other_time: 2.9694633484
epoch time: 7.8955817223s, input_fired_time: 0.1181498244, output_fired_time: 0.0000000000, propagate_forward_time: 7.2581753731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5192565918
validation[          , genome  3187] predictions:    9613/  10000 (96.13%), best:    9653/10000 (96.53%), error:      1320.88757, best error:      1179.43811 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 88.7725067139s, input_fired_time: 0.8867464066, output_fired_time: 0.7742999196, propagate_forward_time: 31.3861331940, propagate_backward_time: 52.9321479797, weight_update_time: 0.1212740913, other_time: 2.7931785583
epoch time: 6.8239393234s, input_fired_time: 0.1118598059, output_fired_time: 0.0000000000, propagate_forward_time: 6.2150053978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4970741272
validation[          , genome  3187] predictions:    9605/  10000 (96.05%), best:    9653/10000 (96.53%), error:      1323.00903, best error:      1179.43811 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 90.5052032471s, input_fired_time: 0.8962670565, output_fired_time: 0.7799855471, propagate_forward_time: 32.8502426147, propagate_backward_time: 52.2276878357, weight_update_time: 0.1230411977, other_time: 3.7510185242
epoch time: 6.9207434654s, input_fired_time: 0.1145490855, output_fired_time: 0.0000000000, propagate_forward_time: 6.3034071922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027871132
validation[          , genome  3187] predictions:    9663/  10000 (96.63%), best:    9663/10000 (96.63%), error:      1167.49292, best error:      1167.49292 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 90.9460983276s, input_fired_time: 0.8977292776, output_fired_time: 0.7843627930, propagate_forward_time: 32.9089126587, propagate_backward_time: 53.5154991150, weight_update_time: 0.1233871728, other_time: 2.8395957947
epoch time: 8.7133522034s, input_fired_time: 0.1459717900, output_fired_time: 0.0000000000, propagate_forward_time: 7.9343328476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6330471039
validation[          , genome  3187] predictions:    9623/  10000 (96.23%), best:    9663/10000 (96.63%), error:      1321.38428, best error:      1167.49292 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 92.1937789917s, input_fired_time: 0.9350371957, output_fired_time: 0.8010339141, propagate_forward_time: 34.4757537842, propagate_backward_time: 53.0991249084, weight_update_time: 0.1224982515, other_time: 2.8828315735
epoch time: 6.9073405266s, input_fired_time: 0.1147997677, output_fired_time: 0.0000000000, propagate_forward_time: 6.2831664085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5093741417
validation[          , genome  3187] predictions:    9571/  10000 (95.71%), best:    9663/10000 (96.63%), error:      1417.95850, best error:      1167.49292 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 94.2159118652s, input_fired_time: 0.9461134672, output_fired_time: 0.8043215275, propagate_forward_time: 34.1553649902, propagate_backward_time: 55.3883934021, weight_update_time: 0.1246065423, other_time: 2.9217185974
epoch time: 6.8876214027s, input_fired_time: 0.1121896505, output_fired_time: 0.0000000000, propagate_forward_time: 6.2818393707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935922623
validation[          , genome  3187] predictions:    9571/  10000 (95.71%), best:    9663/10000 (96.63%), error:      1380.66431, best error:      1167.49292 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 90.3953018188s, input_fired_time: 0.8975670338, output_fired_time: 1.7925101519, propagate_forward_time: 32.6616668701, propagate_backward_time: 52.2132453918, weight_update_time: 0.1234214380, other_time: 2.8303108215
epoch time: 6.8834228516s, input_fired_time: 0.1116359457, output_fired_time: 0.0000000000, propagate_forward_time: 6.2724976540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4992890358
validation[          , genome  3187] predictions:    9608/  10000 (96.08%), best:    9663/10000 (96.63%), error:      1319.84180, best error:      1167.49292 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 90.6717529297s, input_fired_time: 0.9003505707, output_fired_time: 0.7850922346, propagate_forward_time: 31.8433361053, propagate_backward_time: 53.2817535400, weight_update_time: 0.1228247583, other_time: 3.8612136841
epoch time: 6.8002157211s, input_fired_time: 0.1119052097, output_fired_time: 0.0000000000, propagate_forward_time: 6.1961450577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921655655
validation[          , genome  3187] predictions:    9630/  10000 (96.30%), best:    9663/10000 (96.63%), error:      1327.40149, best error:      1167.49292 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 90.5180511475s, input_fired_time: 0.8967862725, output_fired_time: 0.7810083628, propagate_forward_time: 32.7135238647, propagate_backward_time: 53.2848739624, weight_update_time: 0.1226550415, other_time: 2.8418579102
epoch time: 6.9548263550s, input_fired_time: 0.1138971746, output_fired_time: 0.0000000000, propagate_forward_time: 6.3472824097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936466217
validation[          , genome  3187] predictions:    9596/  10000 (95.96%), best:    9663/10000 (96.63%), error:      1389.19263, best error:      1167.49292 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 90.1279754639s, input_fired_time: 0.8924326897, output_fired_time: 0.7783335447, propagate_forward_time: 33.5875816345, propagate_backward_time: 52.0508232117, weight_update_time: 0.1220250726, other_time: 2.8188018799
epoch time: 6.8619003296s, input_fired_time: 0.1128337607, output_fired_time: 0.0000000000, propagate_forward_time: 6.2538709641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951953888
validation[          , genome  3187] predictions:    9594/  10000 (95.94%), best:    9663/10000 (96.63%), error:      1333.41565, best error:      1167.49292 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 89.3971405029s, input_fired_time: 0.9033665061, output_fired_time: 0.7807781100, propagate_forward_time: 33.6569633484, propagate_backward_time: 51.2151298523, weight_update_time: 0.1232058480, other_time: 2.8409042358
epoch time: 8.1331911087s, input_fired_time: 0.1187890097, output_fired_time: 0.0000000000, propagate_forward_time: 7.5011315346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5132708549
validation[          , genome  3187] predictions:    9665/  10000 (96.65%), best:    9663/10000 (96.63%), error:      1173.47363, best error:      1167.49292 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 89.3803482056s, input_fired_time: 0.8958230019, output_fired_time: 0.7815691829, propagate_forward_time: 32.6628799438, propagate_backward_time: 51.2106018066, weight_update_time: 0.1221717224, other_time: 3.8294754028
epoch time: 8.0971784592s, input_fired_time: 0.1182597131, output_fired_time: 0.0000000000, propagate_forward_time: 7.4684424400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104761124
validation[          , genome  3187] predictions:    9640/  10000 (96.40%), best:    9663/10000 (96.63%), error:      1234.42493, best error:      1167.49292 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 88.2836837769s, input_fired_time: 0.8901910782, output_fired_time: 0.7726062536, propagate_forward_time: 32.2538337708, propagate_backward_time: 51.5794868469, weight_update_time: 0.1210725904, other_time: 2.7875671387
epoch time: 8.2079572678s, input_fired_time: 0.1182705462, output_fired_time: 0.0000000000, propagate_forward_time: 7.5794963837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5101900101
validation[          , genome  3187] predictions:    9622/  10000 (96.22%), best:    9663/10000 (96.63%), error:      1242.29004, best error:      1167.49292 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 89.6071472168s, input_fired_time: 0.9013775587, output_fired_time: 0.7830139995, propagate_forward_time: 33.7115783691, propagate_backward_time: 51.3808631897, weight_update_time: 0.1234037280, other_time: 2.8303184509
epoch time: 6.7348289490s, input_fired_time: 0.1121217236, output_fired_time: 0.0000000000, propagate_forward_time: 6.1353349686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4873723984
validation[          , genome  3187] predictions:    9642/  10000 (96.42%), best:    9663/10000 (96.63%), error:      1215.85461, best error:      1167.49292 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 89.3208694458s, input_fired_time: 0.9011199474, output_fired_time: 0.7810099721, propagate_forward_time: 32.6927795410, propagate_backward_time: 52.1187705994, weight_update_time: 0.1223179176, other_time: 2.8271827698
epoch time: 6.9219455719s, input_fired_time: 0.1133698672, output_fired_time: 0.0000000000, propagate_forward_time: 6.3169598579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4916157722
validation[          , genome  3187] predictions:    9618/  10000 (96.18%), best:    9663/10000 (96.63%), error:      1273.38220, best error:      1167.49292 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 90.0395889282s, input_fired_time: 0.9151371121, output_fired_time: 0.7726408243, propagate_forward_time: 32.5172538757, propagate_backward_time: 52.9942321777, weight_update_time: 0.1226663664, other_time: 2.8403205872
epoch time: 6.8125209808s, input_fired_time: 0.1139670461, output_fired_time: 0.0000000000, propagate_forward_time: 6.2075357437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4910182953
validation[          , genome  3187] predictions:    9577/  10000 (95.77%), best:    9663/10000 (96.63%), error:      1432.54370, best error:      1167.49292 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 91.1448440552s, input_fired_time: 0.9039030075, output_fired_time: 0.7853886485, propagate_forward_time: 34.0113601685, propagate_backward_time: 52.6038475037, weight_update_time: 0.1228358895, other_time: 2.8403511047
epoch time: 6.7594485283s, input_fired_time: 0.1113148555, output_fired_time: 0.0000000000, propagate_forward_time: 6.1684722900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796614647
validation[          , genome  3187] predictions:    9631/  10000 (96.31%), best:    9663/10000 (96.63%), error:      1189.46655, best error:      1167.49292 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 90.7034301758s, input_fired_time: 0.8983390927, output_fired_time: 0.7809985280, propagate_forward_time: 32.8573951721, propagate_backward_time: 53.3497238159, weight_update_time: 0.1225916445, other_time: 2.8169746399
epoch time: 6.8759002686s, input_fired_time: 0.1136029661, output_fired_time: 0.0000000000, propagate_forward_time: 6.2737627029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4885344505
validation[          , genome  3187] predictions:    9564/  10000 (95.64%), best:    9663/10000 (96.63%), error:      1413.91089, best error:      1167.49292 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 90.1030120850s, input_fired_time: 0.8927776814, output_fired_time: 0.7815830708, propagate_forward_time: 35.5904159546, propagate_backward_time: 50.0547790527, weight_update_time: 0.1211470291, other_time: 2.7834548950
epoch time: 7.0031800270s, input_fired_time: 0.1157361567, output_fired_time: 0.0000000000, propagate_forward_time: 6.3826704025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047736168
validation[          , genome  3187] predictions:    9633/  10000 (96.33%), best:    9663/10000 (96.63%), error:      1237.81226, best error:      1167.49292 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 100.2855758667s, input_fired_time: 1.0377472639, output_fired_time: 1.7977460623, propagate_forward_time: 37.1688346863, propagate_backward_time: 57.2581138611, weight_update_time: 0.1227592230, other_time: 3.0231323242
epoch time: 7.8408398628s, input_fired_time: 0.1287389100, output_fired_time: 0.0000000000, propagate_forward_time: 7.1476421356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5644588470
validation[          , genome  3187] predictions:    9657/  10000 (96.57%), best:    9663/10000 (96.63%), error:      1174.17529, best error:      1167.49292 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 90.4951019287s, input_fired_time: 0.8994885087, output_fired_time: 0.7850055099, propagate_forward_time: 32.6656761169, propagate_backward_time: 53.2685317993, weight_update_time: 0.1222513467, other_time: 2.8763999939
epoch time: 6.8106851578s, input_fired_time: 0.1117727831, output_fired_time: 0.0000000000, propagate_forward_time: 6.2012052536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977068901
validation[          , genome  3187] predictions:    9623/  10000 (96.23%), best:    9663/10000 (96.63%), error:      1275.35815, best error:      1167.49292 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 90.4437484741s, input_fired_time: 1.9088045359, output_fired_time: 0.7797788382, propagate_forward_time: 34.6841735840, propagate_backward_time: 50.2514915466, weight_update_time: 0.1218350083, other_time: 2.8194999695
epoch time: 6.8097629547s, input_fired_time: 0.1164085492, output_fired_time: 0.0000000000, propagate_forward_time: 6.2019519806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4914026260
validation[          , genome  3187] predictions:    9642/  10000 (96.42%), best:    9663/10000 (96.63%), error:      1201.18384, best error:      1167.49292 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 90.1028289795s, input_fired_time: 0.9018453360, output_fired_time: 0.7766429782, propagate_forward_time: 33.5613594055, propagate_backward_time: 52.0211181641, weight_update_time: 0.1222255453, other_time: 2.8418617249
epoch time: 6.7740116119s, input_fired_time: 0.1131709889, output_fired_time: 0.0000000000, propagate_forward_time: 6.1653294563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955110550
validation[          , genome  3187] predictions:    9602/  10000 (96.02%), best:    9663/10000 (96.63%), error:      1340.46057, best error:      1167.49292 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 88.8323593140s, input_fired_time: 0.8967483044, output_fired_time: 0.7708950639, propagate_forward_time: 33.4226341248, propagate_backward_time: 49.9094429016, weight_update_time: 0.1217456609, other_time: 3.8326339722
epoch time: 8.1138191223s, input_fired_time: 0.1173024103, output_fired_time: 0.0000000000, propagate_forward_time: 7.4862370491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102796555
validation[          , genome  3187] predictions:    9627/  10000 (96.27%), best:    9663/10000 (96.63%), error:      1262.27869, best error:      1167.49292 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 89.3375701904s, input_fired_time: 0.8941698074, output_fired_time: 0.7922459841, propagate_forward_time: 32.6528739929, propagate_backward_time: 52.1809349060, weight_update_time: 0.1213311628, other_time: 2.8173446655
epoch time: 8.1167955399s, input_fired_time: 0.1168435365, output_fired_time: 0.0000000000, propagate_forward_time: 7.4966077805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5033440590
validation[          , genome  3187] predictions:    9598/  10000 (95.98%), best:    9663/10000 (96.63%), error:      1334.10486, best error:      1167.49292 on epoch:    42, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 91.2027511597s, input_fired_time: 0.9329255223, output_fired_time: 0.7805938721, propagate_forward_time: 34.2925987244, propagate_backward_time: 52.2346382141, weight_update_time: 0.1201187447, other_time: 2.9619979858
epoch time: 8.3190450668s, input_fired_time: 0.1290829331, output_fired_time: 0.0000000000, propagate_forward_time: 7.6704435349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5195188522
validation[          , genome  3187] predictions:    9622/  10000 (96.22%), best:    9663/10000 (96.63%), error:      1283.47827, best error:      1167.49292 on epoch:    42, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 89.2694320679s, input_fired_time: 0.8958446980, output_fired_time: 0.7832171917, propagate_forward_time: 33.6303405762, propagate_backward_time: 51.1581993103, weight_update_time: 0.1214231625, other_time: 2.8018302917
epoch time: 7.9551448822s, input_fired_time: 0.1183130518, output_fired_time: 0.0000000000, propagate_forward_time: 7.3292422295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5075898170
validation[          , genome  3187] predictions:    9647/  10000 (96.47%), best:    9663/10000 (96.63%), error:      1200.26526, best error:      1167.49292 on epoch:    42, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 98.5004501343s, input_fired_time: 1.9907109737, output_fired_time: 0.8584502339, propagate_forward_time: 35.8654289246, propagate_backward_time: 56.8041076660, weight_update_time: 0.1252051890, other_time: 2.9817543030
epoch time: 6.9729323387s, input_fired_time: 0.1167746037, output_fired_time: 0.0000000000, propagate_forward_time: 6.3522782326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038795471
validation[          , genome  3187] predictions:    9660/  10000 (96.60%), best:    9660/10000 (96.60%), error:      1130.75134, best error:      1130.75134 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 89.1435394287s, input_fired_time: 0.8996572495, output_fired_time: 0.7755931616, propagate_forward_time: 32.5999679565, propagate_backward_time: 52.0518608093, weight_update_time: 0.1216596439, other_time: 2.8164558411
epoch time: 8.0992736816s, input_fired_time: 0.1196950525, output_fired_time: 0.0000000000, propagate_forward_time: 7.4603438377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5192346573
validation[          , genome  3187] predictions:    9631/  10000 (96.31%), best:    9660/10000 (96.60%), error:      1244.83728, best error:      1130.75134 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 90.0498428345s, input_fired_time: 0.9028924704, output_fired_time: 0.7844105959, propagate_forward_time: 32.8932723999, propagate_backward_time: 52.6290702820, weight_update_time: 0.1224772558, other_time: 2.8401985168
epoch time: 8.1714448929s, input_fired_time: 0.1173053384, output_fired_time: 0.0000000000, propagate_forward_time: 7.5506906509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5034484863
validation[          , genome  3187] predictions:    9648/  10000 (96.48%), best:    9660/10000 (96.60%), error:      1218.95190, best error:      1130.75134 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 89.4091415405s, input_fired_time: 0.9002186656, output_fired_time: 0.7796342373, propagate_forward_time: 32.7784500122, propagate_backward_time: 52.1354522705, weight_update_time: 0.1219132170, other_time: 2.8153915405
epoch time: 10.3233289719s, input_fired_time: 0.1745571643, output_fired_time: 0.0000000000, propagate_forward_time: 9.4748182297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6739540100
validation[          , genome  3187] predictions:    9631/  10000 (96.31%), best:    9660/10000 (96.60%), error:      1218.27893, best error:      1130.75134 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 92.4483718872s, input_fired_time: 0.9169436097, output_fired_time: 0.7908248305, propagate_forward_time: 34.8059005737, propagate_backward_time: 53.0379600525, weight_update_time: 0.1225470528, other_time: 2.8967399597
epoch time: 8.1098814011s, input_fired_time: 0.1191365346, output_fired_time: 0.0000000000, propagate_forward_time: 7.4744381905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5163068771
validation[          , genome  3187] predictions:    9634/  10000 (96.34%), best:    9660/10000 (96.60%), error:      1213.84985, best error:      1130.75134 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 89.8123931885s, input_fired_time: 0.9096052051, output_fired_time: 0.7946509719, propagate_forward_time: 31.8367290497, propagate_backward_time: 53.4059295654, weight_update_time: 0.1232914329, other_time: 2.8654785156
epoch time: 9.9443492889s, input_fired_time: 0.1331239641, output_fired_time: 0.0000000000, propagate_forward_time: 9.1909255981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6202993393
validation[          , genome  3187] predictions:    9649/  10000 (96.49%), best:    9660/10000 (96.60%), error:      1192.57886, best error:      1130.75134 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 91.9686050415s, input_fired_time: 0.9334225059, output_fired_time: 0.8083434105, propagate_forward_time: 33.7543716431, propagate_backward_time: 53.6144790649, weight_update_time: 0.1224894449, other_time: 2.8579864502
epoch time: 8.2645158768s, input_fired_time: 0.1202463433, output_fired_time: 0.0000000000, propagate_forward_time: 6.6200876236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5241823196
validation[          , genome  3187] predictions:    9628/  10000 (96.28%), best:    9660/10000 (96.60%), error:      1192.54016, best error:      1130.75134 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 90.6706542969s, input_fired_time: 0.9074473381, output_fired_time: 0.7902048826, propagate_forward_time: 33.2973937988, propagate_backward_time: 52.8618507385, weight_update_time: 0.1295795739, other_time: 2.8137550354
epoch time: 8.1004323959s, input_fired_time: 0.1196598634, output_fired_time: 0.0000000000, propagate_forward_time: 7.4736862183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070862770
validation[          , genome  3187] predictions:    9637/  10000 (96.37%), best:    9660/10000 (96.60%), error:      1171.83472, best error:      1130.75134 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 90.9604110718s, input_fired_time: 0.9228575826, output_fired_time: 0.8037839532, propagate_forward_time: 34.2840118408, propagate_backward_time: 52.0862693787, weight_update_time: 0.1227500215, other_time: 2.8634834290
epoch time: 8.9944915771s, input_fired_time: 0.1255594790, output_fired_time: 0.0000000000, propagate_forward_time: 8.2971849442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5717468262
validation[          , genome  3187] predictions:    9624/  10000 (96.24%), best:    9660/10000 (96.60%), error:      1255.52490, best error:      1130.75134 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 99.4740219116s, input_fired_time: 1.0141094923, output_fired_time: 0.9271609783, propagate_forward_time: 36.1773071289, propagate_backward_time: 58.2957077026, weight_update_time: 0.1347823441, other_time: 3.0597381592
epoch time: 14.3109769821s, input_fired_time: 0.2061846405, output_fired_time: 0.0000000000, propagate_forward_time: 13.2863626480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8184299469
validation[          , genome  3187] predictions:    9657/  10000 (96.57%), best:    9660/10000 (96.60%), error:      1191.50879, best error:      1130.75134 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 89.7787322998s, input_fired_time: 0.9133052230, output_fired_time: 1.7933193445, propagate_forward_time: 31.8391876221, propagate_backward_time: 52.3919906616, weight_update_time: 0.1223134547, other_time: 2.8409271240
epoch time: 6.8033456802s, input_fired_time: 0.1138331294, output_fired_time: 0.0000000000, propagate_forward_time: 6.2015538216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4879589081
validation[          , genome  3187] predictions:    9642/  10000 (96.42%), best:    9660/10000 (96.60%), error:      1181.73120, best error:      1130.75134 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 90.5812072754s, input_fired_time: 0.9034474492, output_fired_time: 0.7817840576, propagate_forward_time: 32.7229232788, propagate_backward_time: 53.3550796509, weight_update_time: 0.1232796684, other_time: 2.8179702759
epoch time: 6.7653980255s, input_fired_time: 0.1140765399, output_fired_time: 0.0000000000, propagate_forward_time: 6.1680521965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832692146
validation[          , genome  3187] predictions:    9662/  10000 (96.62%), best:    9660/10000 (96.60%), error:      1194.32385, best error:      1130.75134 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 90.4321899414s, input_fired_time: 0.9062643051, output_fired_time: 0.7832136750, propagate_forward_time: 34.7337760925, propagate_backward_time: 51.1850051880, weight_update_time: 0.1222344115, other_time: 2.8239326477
epoch time: 6.8005890846s, input_fired_time: 0.1123943925, output_fired_time: 0.0000000000, propagate_forward_time: 6.1984491348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4897456169
validation[          , genome  3187] predictions:    9643/  10000 (96.43%), best:    9660/10000 (96.60%), error:      1262.15222, best error:      1130.75134 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 93.1577529907s, input_fired_time: 0.9234634042, output_fired_time: 0.8018618822, propagate_forward_time: 36.9210968018, propagate_backward_time: 51.6059570313, weight_update_time: 0.1233407930, other_time: 2.9053726196
epoch time: 6.8683195114s, input_fired_time: 0.1142153144, output_fired_time: 0.0000000000, propagate_forward_time: 6.2650170326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4890871048
validation[          , genome  3187] predictions:    9646/  10000 (96.46%), best:    9660/10000 (96.60%), error:      1209.87305, best error:      1130.75134 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 99.2308120728s, input_fired_time: 1.0144188404, output_fired_time: 0.8489476442, propagate_forward_time: 38.1784934998, propagate_backward_time: 56.1245307922, weight_update_time: 0.1398511976, other_time: 3.0644226074
epoch time: 7.1638288498s, input_fired_time: 0.1199638397, output_fired_time: 0.0000000000, propagate_forward_time: 6.5251431465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5187220573
validation[          , genome  3187] predictions:    9640/  10000 (96.40%), best:    9660/10000 (96.60%), error:      1217.50415, best error:      1130.75134 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 89.3627319336s, input_fired_time: 0.9113139510, output_fired_time: 0.7846494913, propagate_forward_time: 33.8557167053, propagate_backward_time: 50.9710731506, weight_update_time: 0.1226702407, other_time: 2.8399734497
epoch time: 7.9078011513s, input_fired_time: 0.1165420264, output_fired_time: 0.0000000000, propagate_forward_time: 7.2897920609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5014672279
validation[          , genome  3187] predictions:    9616/  10000 (96.16%), best:    9660/10000 (96.60%), error:      1340.78638, best error:      1130.75134 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 89.8810577393s, input_fired_time: 0.9089394808, output_fired_time: 0.7843362093, propagate_forward_time: 34.8143730164, propagate_backward_time: 50.5441017151, weight_update_time: 0.1231233105, other_time: 2.8292999268
epoch time: 6.9158825874s, input_fired_time: 0.1173434854, output_fired_time: 0.0000000000, propagate_forward_time: 6.2943825722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5041565895
validation[          , genome  3187] predictions:    9627/  10000 (96.27%), best:    9660/10000 (96.60%), error:      1283.52930, best error:      1130.75134 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 91.0777053833s, input_fired_time: 1.9194549322, output_fired_time: 0.7860945463, propagate_forward_time: 34.0064239502, propagate_backward_time: 51.5297508240, weight_update_time: 0.1220340133, other_time: 2.8359794617
epoch time: 14.3110885620s, input_fired_time: 0.2476124913, output_fired_time: 0.0000000000, propagate_forward_time: 13.1032371521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9602384567
validation[          , genome  3187] predictions:    9652/  10000 (96.52%), best:    9660/10000 (96.60%), error:      1185.89685, best error:      1130.75134 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 94.8648910522s, input_fired_time: 1.9537299871, output_fired_time: 0.8283510208, propagate_forward_time: 35.6726799011, propagate_backward_time: 53.3635597229, weight_update_time: 0.1262036562, other_time: 3.0465698242
epoch time: 8.0781641006s, input_fired_time: 0.1206593141, output_fired_time: 0.0000000000, propagate_forward_time: 7.4438686371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136361122
validation[          , genome  3187] predictions:    9626/  10000 (96.26%), best:    9660/10000 (96.60%), error:      1245.70410, best error:      1130.75134 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 89.4664764404s, input_fired_time: 0.9209796190, output_fired_time: 0.7790807486, propagate_forward_time: 32.7518081665, propagate_backward_time: 52.2030143738, weight_update_time: 0.1225398704, other_time: 2.8115882874
epoch time: 8.1966638565s, input_fired_time: 0.1212452352, output_fired_time: 0.0000000000, propagate_forward_time: 7.5606203079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147981644
validation[          , genome  3187] predictions:    9623/  10000 (96.23%), best:    9660/10000 (96.60%), error:      1264.74316, best error:      1130.75134 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 89.0857543945s, input_fired_time: 0.9033984542, output_fired_time: 0.7772439718, propagate_forward_time: 31.6375141144, propagate_backward_time: 52.9569168091, weight_update_time: 0.1226721704, other_time: 2.8106842041
epoch time: 8.0888900757s, input_fired_time: 0.1196931079, output_fired_time: 0.0000000000, propagate_forward_time: 6.4521417618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5170550346
validation[          , genome  3187] predictions:    9634/  10000 (96.34%), best:    9660/10000 (96.60%), error:      1184.92761, best error:      1130.75134 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 89.7902984619s, input_fired_time: 0.9133569598, output_fired_time: 0.7824152112, propagate_forward_time: 34.7338485718, propagate_backward_time: 50.5065231323, weight_update_time: 0.1232978180, other_time: 2.8541488647
epoch time: 8.4644937515s, input_fired_time: 0.1225480735, output_fired_time: 0.0000000000, propagate_forward_time: 7.8126211166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5293245316
validation[          , genome  3187] predictions:    9646/  10000 (96.46%), best:    9660/10000 (96.60%), error:      1191.32874, best error:      1130.75134 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 89.8209152222s, input_fired_time: 0.9113952518, output_fired_time: 0.7830153108, propagate_forward_time: 32.9650421143, propagate_backward_time: 51.3072204590, weight_update_time: 0.1222221777, other_time: 3.8542480469
epoch time: 6.8593249321s, input_fired_time: 0.1160992607, output_fired_time: 0.0000000000, propagate_forward_time: 6.2568912506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4863343239
validation[          , genome  3187] predictions:    9619/  10000 (96.19%), best:    9660/10000 (96.60%), error:      1265.69214, best error:      1130.75134 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 104.2224655151s, input_fired_time: 0.9804472923, output_fired_time: 0.9412471652, propagate_forward_time: 38.1920852661, propagate_backward_time: 60.8469467163, weight_update_time: 0.1400394142, other_time: 3.2617416382
epoch time: 6.7697348595s, input_fired_time: 0.1151824519, output_fired_time: 0.0000000000, propagate_forward_time: 6.1731500626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814023972
validation[          , genome  3187] predictions:    9647/  10000 (96.47%), best:    9660/10000 (96.60%), error:      1156.45154, best error:      1130.75134 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 90.6634445190s, input_fired_time: 0.9121110439, output_fired_time: 0.7827410102, propagate_forward_time: 34.6817893982, propagate_backward_time: 51.4667663574, weight_update_time: 0.1226844043, other_time: 2.8200416565
epoch time: 6.8955368996s, input_fired_time: 0.1171978191, output_fired_time: 0.0000000000, propagate_forward_time: 6.2817664146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965724945
validation[          , genome  3187] predictions:    9642/  10000 (96.42%), best:    9660/10000 (96.60%), error:      1177.42834, best error:      1130.75134 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 99.2693862915s, input_fired_time: 0.9751240611, output_fired_time: 0.8919165730, propagate_forward_time: 35.2044563293, propagate_backward_time: 59.1994018555, weight_update_time: 0.1379452944, other_time: 2.9984931946
epoch time: 6.9059052467s, input_fired_time: 0.1172261909, output_fired_time: 0.0000000000, propagate_forward_time: 6.2912626266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974164963
validation[          , genome  3187] predictions:    9667/  10000 (96.67%), best:    9667/10000 (96.67%), error:      1116.87305, best error:      1116.87305 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 91.2682876587s, input_fired_time: 0.9190414548, output_fired_time: 0.7882023454, propagate_forward_time: 36.0536689758, propagate_backward_time: 50.6769676208, weight_update_time: 0.1231608912, other_time: 2.8304061890
epoch time: 6.7745618820s, input_fired_time: 0.1147416383, output_fired_time: 0.0000000000, propagate_forward_time: 6.1757616997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4840583801
validation[          , genome  3187] predictions:    9654/  10000 (96.54%), best:    9667/10000 (96.67%), error:      1129.58484, best error:      1116.87305 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 90.5575332642s, input_fired_time: 0.9087899923, output_fired_time: 0.7808105946, propagate_forward_time: 31.7663497925, propagate_backward_time: 54.2197341919, weight_update_time: 0.1285267174, other_time: 2.8818511963
epoch time: 6.7652277946s, input_fired_time: 0.1143350452, output_fired_time: 0.0000000000, propagate_forward_time: 6.1652665138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4856262207
validation[          , genome  3187] predictions:    9675/  10000 (96.75%), best:    9667/10000 (96.67%), error:      1120.61401, best error:      1116.87305 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 90.5226135254s, input_fired_time: 0.9127762914, output_fired_time: 0.7806421518, propagate_forward_time: 34.8034553528, propagate_backward_time: 51.1994972229, weight_update_time: 0.1220583469, other_time: 2.8262481689
epoch time: 6.9729118347s, input_fired_time: 0.1183296442, output_fired_time: 0.0000000000, propagate_forward_time: 6.3510174751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5035648346
validation[          , genome  3187] predictions:    9641/  10000 (96.41%), best:    9667/10000 (96.67%), error:      1219.24341, best error:      1116.87305 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 89.4153518677s, input_fired_time: 0.9068468213, output_fired_time: 1.7867232561, propagate_forward_time: 32.7212028503, propagate_backward_time: 51.2020797729, weight_update_time: 0.1212115139, other_time: 2.7985038757
epoch time: 8.1784429550s, input_fired_time: 0.1218282357, output_fired_time: 0.0000000000, propagate_forward_time: 7.5454397202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111751556
validation[          , genome  3187] predictions:    9627/  10000 (96.27%), best:    9667/10000 (96.67%), error:      1209.50549, best error:      1116.87305 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 89.4865112305s, input_fired_time: 0.9075044394, output_fired_time: 1.7903375626, propagate_forward_time: 31.7724971771, propagate_backward_time: 52.2045822144, weight_update_time: 0.1217412502, other_time: 2.8115921021
epoch time: 8.1733407974s, input_fired_time: 0.1207018346, output_fired_time: 0.0000000000, propagate_forward_time: 6.5276927948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5249462128
validation[          , genome  3187] predictions:    9667/  10000 (96.67%), best:    9667/10000 (96.67%), error:      1127.20837, best error:      1116.87305 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 95.5620269775s, input_fired_time: 0.9602107406, output_fired_time: 0.8433666229, propagate_forward_time: 36.5901527405, propagate_backward_time: 54.2239303589, weight_update_time: 0.1227586493, other_time: 2.9443626404
epoch time: 8.9030456543s, input_fired_time: 0.1463861912, output_fired_time: 0.0000000000, propagate_forward_time: 8.1306095123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6260499954
validation[          , genome  3187] predictions:    9662/  10000 (96.62%), best:    9667/10000 (96.67%), error:      1130.34326, best error:      1116.87305 on epoch:    92, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 93.2931060791s, input_fired_time: 0.9522038698, output_fired_time: 0.7971452475, propagate_forward_time: 33.8674049377, propagate_backward_time: 53.8557472229, weight_update_time: 0.1312900633, other_time: 3.8206100464
epoch time: 6.8307542801s, input_fired_time: 0.1158475429, output_fired_time: 0.0000000000, propagate_forward_time: 6.2276701927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872364998
validation[          , genome  3187] predictions:    9644/  10000 (96.44%), best:    9667/10000 (96.67%), error:      1202.26685, best error:      1116.87305 on epoch:    92, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 101.3574142456s, input_fired_time: 1.5107163191, output_fired_time: 0.9031551480, propagate_forward_time: 37.0753746033, propagate_backward_time: 58.7397727966, weight_update_time: 0.1290912628, other_time: 3.1283950806
epoch time: 8.1948862076s, input_fired_time: 0.1209153906, output_fired_time: 0.0000000000, propagate_forward_time: 7.5675864220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063843727
validation[          , genome  3187] predictions:    9633/  10000 (96.33%), best:    9667/10000 (96.67%), error:      1210.43555, best error:      1116.87305 on epoch:    92, 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: 35.7124862671s, input_fired_time: 0.5861560702, output_fired_time: 0.0000000000, propagate_forward_time: 32.5089035034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6174278259
best training[          , genome  3187] predictions:   49054/  50000 (98.11%), best:    9667/10000 (96.67%), error:      3599.83374, best error:      1116.87305 on epoch:    92, 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: 8.1021947861s, input_fired_time: 0.1191960797, output_fired_time: 0.0000000000, propagate_forward_time: 6.4576964378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5253024101
   testing[          , genome  3187] predictions:    9692/  10000 (96.92%), best:    9667/10000 (96.67%), error:      1037.98804, best error:      1116.87305 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:54:36 (11848): called boinc_finish(0)

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