Nameexact_genome_1512568488_42_4485_0
Workunit2593642
Created7 Dec 2017, 10:09:15 UTC
Sent7 Dec 2017, 10:11:50 UTC
Report deadline10 Dec 2017, 19:02:34 UTC
Received7 Dec 2017, 22:00:15 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time2 hours 57 min 39 sec
CPU time1 hours 50 min 14 sec
Validate stateValid
Credit842.14
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.01 MB
Peak swap size159.79 MB
Peak disk usage2.17 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
pagate_forward_time: 6.5739889145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7640357018
validation[          , genome  4485] predictions:    9602/  10000 (96.02%), best:    9585/10000 (95.85%), error:      1365.93079, best error:      1358.91187 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 82.2618484497s, input_fired_time: 1.2631479502, output_fired_time: 1.0296550989, propagate_forward_time: 30.8227882385, propagate_backward_time: 45.4920120239, weight_update_time: 0.1667811275, other_time: 3.6542472839
epoch time: 7.2693338394s, input_fired_time: 0.1479107141, output_fired_time: 0.0000000000, propagate_forward_time: 6.3913273811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7300958633
validation[          , genome  4485] predictions:    9603/  10000 (96.03%), best:    9585/10000 (95.85%), error:      1362.67871, best error:      1358.91187 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 76.6324234009s, input_fired_time: 1.2114418745, output_fired_time: 1.1142899990, propagate_forward_time: 27.4422740936, propagate_backward_time: 43.0185165405, weight_update_time: 0.2667227387, other_time: 3.8459014893
epoch time: 6.6682801247s, input_fired_time: 0.1616930068, output_fired_time: 0.0000000000, propagate_forward_time: 5.8431816101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6634054184
validation[          , genome  4485] predictions:    9559/  10000 (95.59%), best:    9585/10000 (95.85%), error:      1479.36340, best error:      1358.91187 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 78.1619644165s, input_fired_time: 1.1340019703, output_fired_time: 1.0477372408, propagate_forward_time: 28.9268245697, propagate_backward_time: 43.8620223999, weight_update_time: 0.1683736891, other_time: 3.1913757324
epoch time: 6.2277421951s, input_fired_time: 0.2062634975, output_fired_time: 0.0000000000, propagate_forward_time: 5.3004984856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7209801674
validation[          , genome  4485] predictions:    9595/  10000 (95.95%), best:    9585/10000 (95.85%), error:      1397.89978, best error:      1358.91187 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 78.5389328003s, input_fired_time: 1.0846873522, output_fired_time: 1.1248832941, propagate_forward_time: 29.3926620483, propagate_backward_time: 44.0028343201, weight_update_time: 0.1371201575, other_time: 2.9338645935
epoch time: 6.8781423569s, input_fired_time: 0.2138228416, output_fired_time: 0.0000000000, propagate_forward_time: 6.0496468544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6146726608
validation[          , genome  4485] predictions:    9588/  10000 (95.88%), best:    9585/10000 (95.85%), error:      1373.18787, best error:      1358.91187 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 82.2274398804s, input_fired_time: 1.2381913662, output_fired_time: 1.1120574474, propagate_forward_time: 30.2651176453, propagate_backward_time: 46.4523773193, weight_update_time: 0.1219231337, other_time: 3.1596946716
epoch time: 6.6294617653s, input_fired_time: 0.2100160420, output_fired_time: 0.0000000000, propagate_forward_time: 5.9340782166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4853672981
validation[          , genome  4485] predictions:    9565/  10000 (95.65%), best:    9585/10000 (95.85%), error:      1433.64929, best error:      1358.91187 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 79.3920211792s, input_fired_time: 1.2616264820, output_fired_time: 0.8473685980, propagate_forward_time: 29.6854934692, propagate_backward_time: 44.1316413879, weight_update_time: 0.1843945682, other_time: 3.4658927917
epoch time: 5.9299201965s, input_fired_time: 0.1332712471, output_fired_time: 0.0000000000, propagate_forward_time: 5.2399444580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5567045212
validation[          , genome  4485] predictions:    9589/  10000 (95.89%), best:    9589/10000 (95.89%), error:      1345.06775, best error:      1345.06775 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 77.4795913696s, input_fired_time: 1.3099339008, output_fired_time: 0.9086493254, propagate_forward_time: 29.2162170410, propagate_backward_time: 43.0041389465, weight_update_time: 0.1222559586, other_time: 3.0406532288
epoch time: 6.1526427269s, input_fired_time: 0.1141947955, output_fired_time: 0.0000000000, propagate_forward_time: 5.4850368500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5534110069
validation[          , genome  4485] predictions:    9601/  10000 (96.01%), best:    9589/10000 (95.89%), error:      1405.17847, best error:      1345.06775 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 78.7083511353s, input_fired_time: 1.2900669575, output_fired_time: 1.1455677748, propagate_forward_time: 28.8590278625, propagate_backward_time: 44.2777328491, weight_update_time: 0.1379788220, other_time: 3.1359519958
epoch time: 5.3600206375s, input_fired_time: 0.2241587639, output_fired_time: 0.0000000000, propagate_forward_time: 4.6628322601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730296135
validation[          , genome  4485] predictions:    9552/  10000 (95.52%), best:    9589/10000 (95.89%), error:      1490.66492, best error:      1345.06775 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 81.1885986328s, input_fired_time: 1.1342281103, output_fired_time: 1.0571730137, propagate_forward_time: 29.9410419464, propagate_backward_time: 45.6789703369, weight_update_time: 0.1523783952, other_time: 3.3771820068
epoch time: 7.2177848816s, input_fired_time: 0.1174516901, output_fired_time: 0.0000000000, propagate_forward_time: 6.3895335197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7107996941
validation[          , genome  4485] predictions:    9566/  10000 (95.66%), best:    9589/10000 (95.89%), error:      1515.47156, best error:      1345.06775 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 75.2396774292s, input_fired_time: 1.1297698021, output_fired_time: 1.1608883142, propagate_forward_time: 27.8029918671, propagate_backward_time: 42.1878356934, weight_update_time: 0.1675425023, other_time: 2.9581909180
epoch time: 5.3183622360s, input_fired_time: 0.1158573106, output_fired_time: 0.0000000000, propagate_forward_time: 4.7152986526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872064590
validation[          , genome  4485] predictions:    9587/  10000 (95.87%), best:    9589/10000 (95.89%), error:      1391.89111, best error:      1345.06775 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 76.7437362671s, input_fired_time: 1.2778079510, output_fired_time: 0.9846517444, propagate_forward_time: 28.0100212097, propagate_backward_time: 42.9486808777, weight_update_time: 0.2003127635, other_time: 3.5225753784
epoch time: 7.3102307320s, input_fired_time: 0.1598471552, output_fired_time: 0.0000000000, propagate_forward_time: 6.2523384094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8980450630
validation[          , genome  4485] predictions:    9580/  10000 (95.80%), best:    9589/10000 (95.89%), error:      1424.99744, best error:      1345.06775 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 77.4257431030s, input_fired_time: 1.1367049217, output_fired_time: 1.1219969988, propagate_forward_time: 28.6742362976, propagate_backward_time: 43.0012207031, weight_update_time: 0.1375553608, other_time: 3.4915885925
epoch time: 8.9832248688s, input_fired_time: 0.1504364610, output_fired_time: 0.0000000000, propagate_forward_time: 7.9261393547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9066491127
validation[          , genome  4485] predictions:    9604/  10000 (96.04%), best:    9604/10000 (96.04%), error:      1326.83032, best error:      1326.83032 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 103.6550064087s, input_fired_time: 1.6241393089, output_fired_time: 1.3397667408, propagate_forward_time: 40.5589942932, propagate_backward_time: 56.7093925476, weight_update_time: 0.1564003825, other_time: 3.4227142334
epoch time: 8.9317951202s, input_fired_time: 0.4324591458, output_fired_time: 0.0000000000, propagate_forward_time: 7.3451890945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1541471481
validation[          , genome  4485] predictions:    9601/  10000 (96.01%), best:    9604/10000 (96.04%), error:      1391.28113, best error:      1326.83032 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 123.1973114014s, input_fired_time: 2.5791099072, output_fired_time: 1.2914757729, propagate_forward_time: 45.3149185181, propagate_backward_time: 69.3408355713, weight_update_time: 0.2031725198, other_time: 4.6709747314
epoch time: 13.0707607269s, input_fired_time: 0.3221258819, output_fired_time: 0.0000000000, propagate_forward_time: 11.6865987778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0620365143
validation[          , genome  4485] predictions:    9533/  10000 (95.33%), best:    9604/10000 (96.04%), error:      1504.73938, best error:      1326.83032 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 162.2115631104s, input_fired_time: 1.9819022417, output_fired_time: 1.9572430849, propagate_forward_time: 60.6245231628, propagate_backward_time: 88.3147583008, weight_update_time: 0.6405751109, other_time: 9.3331298828
epoch time: 13.7950658798s, input_fired_time: 0.2453863025, output_fired_time: 0.0000000000, propagate_forward_time: 12.3326120377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2170677185
validation[          , genome  4485] predictions:    9575/  10000 (95.75%), best:    9604/10000 (96.04%), error:      1384.99341, best error:      1326.83032 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 159.1211700439s, input_fired_time: 1.9052010775, output_fired_time: 1.5698245764, propagate_forward_time: 55.1350440979, propagate_backward_time: 94.0522689819, weight_update_time: 0.3751486540, other_time: 6.4588394165
epoch time: 13.1053676605s, input_fired_time: 0.1980974525, output_fired_time: 0.0000000000, propagate_forward_time: 11.7980451584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1092252731
validation[          , genome  4485] predictions:    9586/  10000 (95.86%), best:    9604/10000 (96.04%), error:      1364.62109, best error:      1326.83032 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 158.6900482178s, input_fired_time: 2.0391292572, output_fired_time: 1.5668182373, propagate_forward_time: 57.4618568420, propagate_backward_time: 89.1901702881, weight_update_time: 0.6093212366, other_time: 8.4320831299
epoch time: 13.8711948395s, input_fired_time: 0.5109177232, output_fired_time: 0.0000000000, propagate_forward_time: 12.1755447388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1847324371
validation[          , genome  4485] predictions:    9588/  10000 (95.88%), best:    9604/10000 (96.04%), error:      1374.24146, best error:      1326.83032 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 163.1544799805s, input_fired_time: 2.5116612911, output_fired_time: 2.8738086224, propagate_forward_time: 56.1252326965, propagate_backward_time: 92.2525711060, weight_update_time: 0.3287747800, other_time: 9.3912124634
epoch time: 13.5590114594s, input_fired_time: 0.2770295441, output_fired_time: 0.0000000000, propagate_forward_time: 12.0308971405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2510843277
validation[          , genome  4485] predictions:    9579/  10000 (95.79%), best:    9604/10000 (96.04%), error:      1402.36023, best error:      1326.83032 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 164.0618133545s, input_fired_time: 2.3626537323, output_fired_time: 1.4130742550, propagate_forward_time: 62.9190979004, propagate_backward_time: 92.3051757813, weight_update_time: 0.2345645577, other_time: 5.0618133545
epoch time: 13.8103399277s, input_fired_time: 0.2610773146, output_fired_time: 0.0000000000, propagate_forward_time: 12.5816068649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9676561356
validation[          , genome  4485] predictions:    9591/  10000 (95.91%), best:    9604/10000 (96.04%), error:      1339.03247, best error:      1326.83032 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 158.7378234863s, input_fired_time: 2.7999308109, output_fired_time: 2.2079696655, propagate_forward_time: 58.8583755493, propagate_backward_time: 88.9000549316, weight_update_time: 0.3439292312, other_time: 5.9714889526
epoch time: 12.9468202591s, input_fired_time: 0.3374764919, output_fired_time: 0.0000000000, propagate_forward_time: 10.8931465149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7161970139
validation[          , genome  4485] predictions:    9616/  10000 (96.16%), best:    9604/10000 (96.04%), error:      1338.61584, best error:      1326.83032 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 185.9314117432s, input_fired_time: 3.6119232178, output_fired_time: 1.6301636696, propagate_forward_time: 71.5713043213, propagate_backward_time: 101.1800842285, weight_update_time: 0.1716138273, other_time: 7.9379425049
epoch time: 15.2914075851s, input_fired_time: 0.1668515056, output_fired_time: 0.0000000000, propagate_forward_time: 13.4691467285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6554098129
validation[          , genome  4485] predictions:    9618/  10000 (96.18%), best:    9618/10000 (96.18%), error:      1289.04004, best error:      1289.04004 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 187.4096374512s, input_fired_time: 3.1907751560, output_fired_time: 1.5380256176, propagate_forward_time: 68.5363998413, propagate_backward_time: 105.9917678833, weight_update_time: 0.9846355319, other_time: 8.1526641846
epoch time: 15.4361696243s, input_fired_time: 0.1983079314, output_fired_time: 0.0000000000, propagate_forward_time: 14.2400379181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9978237152
validation[          , genome  4485] predictions:    9618/  10000 (96.18%), best:    9618/10000 (96.18%), error:      1253.59766, best error:      1253.59766 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 169.6734161377s, input_fired_time: 3.0761837959, output_fired_time: 1.9060071707, propagate_forward_time: 67.9125747681, propagate_backward_time: 91.6588668823, weight_update_time: 0.1237653270, other_time: 5.1197814941
epoch time: 5.9613995552s, input_fired_time: 0.1187833846, output_fired_time: 0.0000000000, propagate_forward_time: 5.3386459351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5039701462
validation[          , genome  4485] predictions:    9629/  10000 (96.29%), best:    9629/10000 (96.29%), error:      1230.96387, best error:      1230.96387 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 84.0113601685s, input_fired_time: 1.4742860794, output_fired_time: 1.0895286798, propagate_forward_time: 31.1105575562, propagate_backward_time: 46.8311195374, weight_update_time: 0.1535715759, other_time: 3.5058631897
epoch time: 8.0981750488s, input_fired_time: 0.2430791408, output_fired_time: 0.0000000000, propagate_forward_time: 7.2892694473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5658264160
validation[          , genome  4485] predictions:    9608/  10000 (96.08%), best:    9629/10000 (96.29%), error:      1315.62341, best error:      1230.96387 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 84.0911560059s, input_fired_time: 1.3195197582, output_fired_time: 1.1151795387, propagate_forward_time: 30.9577369690, propagate_backward_time: 47.1841506958, weight_update_time: 0.1542591304, other_time: 3.5145683289
epoch time: 6.7099742889s, input_fired_time: 0.1334095001, output_fired_time: 0.0000000000, propagate_forward_time: 5.9607052803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6158595085
validation[          , genome  4485] predictions:    9599/  10000 (95.99%), best:    9629/10000 (96.29%), error:      1358.77905, best error:      1230.96387 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 80.9866180420s, input_fired_time: 1.0244927406, output_fired_time: 1.1649581194, propagate_forward_time: 29.5135803223, propagate_backward_time: 45.7840385437, weight_update_time: 0.1387012154, other_time: 3.4995536804
epoch time: 7.4372262955s, input_fired_time: 0.2894893587, output_fired_time: 0.0000000000, propagate_forward_time: 6.4553327560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6924042702
validation[          , genome  4485] predictions:    9642/  10000 (96.42%), best:    9642/10000 (96.42%), error:      1200.35205, best error:      1200.35205 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 83.9245147705s, input_fired_time: 1.2433906794, output_fired_time: 1.1018236876, propagate_forward_time: 31.1100635529, propagate_backward_time: 47.3732833862, weight_update_time: 0.1385146976, other_time: 3.0959548950
epoch time: 6.3538150787s, input_fired_time: 0.2422189862, output_fired_time: 0.0000000000, propagate_forward_time: 5.4855270386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6260690689
validation[          , genome  4485] predictions:    9621/  10000 (96.21%), best:    9642/10000 (96.42%), error:      1276.53210, best error:      1200.35205 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 79.7221527100s, input_fired_time: 1.2249548435, output_fired_time: 1.1449166536, propagate_forward_time: 29.7077903748, propagate_backward_time: 44.2559852600, weight_update_time: 0.1698307395, other_time: 3.3885040283
epoch time: 7.3017215729s, input_fired_time: 0.1648439318, output_fired_time: 0.0000000000, propagate_forward_time: 6.3193807602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8174967766
validation[          , genome  4485] predictions:    9637/  10000 (96.37%), best:    9637/10000 (96.37%), error:      1196.69019, best error:      1196.69019 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 79.8114242554s, input_fired_time: 1.2418011427, output_fired_time: 1.2744066715, propagate_forward_time: 29.1844882965, propagate_backward_time: 45.1155395508, weight_update_time: 0.1222385168, other_time: 2.9951934814
epoch time: 7.0812931061s, input_fired_time: 0.1324433684, output_fired_time: 0.0000000000, propagate_forward_time: 6.3030495644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6458001137
validation[          , genome  4485] predictions:    9605/  10000 (96.05%), best:    9637/10000 (96.37%), error:      1336.94299, best error:      1196.69019 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 85.7755050659s, input_fired_time: 1.3371163607, output_fired_time: 1.4467567205, propagate_forward_time: 31.0976772308, propagate_backward_time: 48.4154968262, weight_update_time: 0.1695284843, other_time: 3.4784545898
epoch time: 6.7944521904s, input_fired_time: 0.1170031726, output_fired_time: 0.0000000000, propagate_forward_time: 5.9733300209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7041192055
validation[          , genome  4485] predictions:    9603/  10000 (96.03%), best:    9637/10000 (96.37%), error:      1377.57495, best error:      1196.69019 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 85.2574615479s, input_fired_time: 1.2099772692, output_fired_time: 1.1643066406, propagate_forward_time: 31.0804061890, propagate_backward_time: 47.4654502869, weight_update_time: 0.1851811111, other_time: 4.3373222351
epoch time: 6.7978887558s, input_fired_time: 0.1182202250, output_fired_time: 0.0000000000, propagate_forward_time: 5.9769525528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7027158737
validation[          , genome  4485] predictions:    9638/  10000 (96.38%), best:    9637/10000 (96.37%), error:      1230.35413, best error:      1196.69019 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 80.5112075806s, input_fired_time: 1.1791505814, output_fired_time: 1.0835592747, propagate_forward_time: 29.4729766846, propagate_backward_time: 45.6266250610, weight_update_time: 0.1698114723, other_time: 3.1488952637
epoch time: 6.8912186623s, input_fired_time: 0.2112929374, output_fired_time: 0.0000000000, propagate_forward_time: 6.0779304504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6019954681
validation[          , genome  4485] predictions:    9629/  10000 (96.29%), best:    9637/10000 (96.37%), error:      1246.50415, best error:      1196.69019 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 79.5438079834s, input_fired_time: 1.2483624220, output_fired_time: 0.9766937494, propagate_forward_time: 29.5801029205, propagate_backward_time: 43.8041572571, weight_update_time: 0.1855298281, other_time: 3.9344978333
epoch time: 6.2987599373s, input_fired_time: 0.1320444793, output_fired_time: 0.0000000000, propagate_forward_time: 5.6443023682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5224132538
validation[          , genome  4485] predictions:    9620/  10000 (96.20%), best:    9637/10000 (96.37%), error:      1297.53772, best error:      1196.69019 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 74.4319915771s, input_fired_time: 1.2128329277, output_fired_time: 1.1114736795, propagate_forward_time: 27.0972499847, propagate_backward_time: 41.8149185181, weight_update_time: 0.2449016869, other_time: 3.1955184937
epoch time: 7.2056488991s, input_fired_time: 0.1620801389, output_fired_time: 0.0000000000, propagate_forward_time: 6.4482984543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5952701569
validation[          , genome  4485] predictions:    9636/  10000 (96.36%), best:    9637/10000 (96.37%), error:      1239.36108, best error:      1196.69019 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 63.6844062805s, input_fired_time: 0.9915863872, output_fired_time: 0.9413554668, propagate_forward_time: 23.1474571228, propagate_backward_time: 35.8213768005, weight_update_time: 0.1162834018, other_time: 2.7826309204
epoch time: 6.5320539474s, input_fired_time: 0.1461447924, output_fired_time: 0.0000000000, propagate_forward_time: 5.7498364449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6360726357
validation[          , genome  4485] predictions:    9662/  10000 (96.62%), best:    9662/10000 (96.62%), error:      1152.54041, best error:      1152.54041 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 70.8803787231s, input_fired_time: 1.0540891886, output_fired_time: 1.0866003036, propagate_forward_time: 26.7416305542, propagate_backward_time: 39.3890457153, weight_update_time: 0.1281319559, other_time: 2.6090087891
epoch time: 4.8008203506s, input_fired_time: 0.1096804067, output_fired_time: 0.0000000000, propagate_forward_time: 4.2537751198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373650551
validation[          , genome  4485] predictions:    9598/  10000 (95.98%), best:    9662/10000 (96.62%), error:      1346.82568, best error:      1152.54041 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 65.5447311401s, input_fired_time: 1.1229101419, output_fired_time: 0.9724603295, propagate_forward_time: 23.6887626648, propagate_backward_time: 36.6451683044, weight_update_time: 0.1112600937, other_time: 3.1154289246
epoch time: 10.3144321442s, input_fired_time: 0.1831488162, output_fired_time: 0.0000000000, propagate_forward_time: 9.1332406998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9980430603
validation[          , genome  4485] predictions:    9643/  10000 (96.43%), best:    9662/10000 (96.62%), error:      1221.18054, best error:      1152.54041 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 121.5871963501s, input_fired_time: 1.2645285130, output_fired_time: 1.1800796986, propagate_forward_time: 46.0976676941, propagate_backward_time: 67.8294448853, weight_update_time: 0.4532019198, other_time: 5.2154769897
epoch time: 10.5758056641s, input_fired_time: 0.3875339329, output_fired_time: 0.0000000000, propagate_forward_time: 9.1568574905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0314140320
validation[          , genome  4485] predictions:    9573/  10000 (95.73%), best:    9662/10000 (96.62%), error:      1469.81787, best error:      1152.54041 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 118.7362365723s, input_fired_time: 2.5897378922, output_fired_time: 2.2912962437, propagate_forward_time: 44.0465316772, propagate_backward_time: 65.9035568237, weight_update_time: 0.1409607381, other_time: 3.9051132202
epoch time: 10.6393098831s, input_fired_time: 0.1362148225, output_fired_time: 0.0000000000, propagate_forward_time: 8.9409446716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5621500015
validation[          , genome  4485] predictions:    9608/  10000 (96.08%), best:    9662/10000 (96.62%), error:      1368.39453, best error:      1152.54041 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 121.7816696167s, input_fired_time: 1.7944459915, output_fired_time: 1.3978445530, propagate_forward_time: 46.1213531494, propagate_backward_time: 66.0821762085, weight_update_time: 0.2506146133, other_time: 6.3858489990
epoch time: 9.3756027222s, input_fired_time: 0.1219655797, output_fired_time: 0.0000000000, propagate_forward_time: 8.3470783234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9065589905
validation[          , genome  4485] predictions:    9574/  10000 (95.74%), best:    9662/10000 (96.62%), error:      1438.76477, best error:      1152.54041 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 120.7537002563s, input_fired_time: 1.3560303450, output_fired_time: 1.9926589727, propagate_forward_time: 45.5455741882, propagate_backward_time: 66.9344406128, weight_update_time: 0.4221136868, other_time: 4.9249954224
epoch time: 9.6914529800s, input_fired_time: 0.2002443075, output_fired_time: 0.0000000000, propagate_forward_time: 8.8357429504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6554660797
validation[          , genome  4485] predictions:    9639/  10000 (96.39%), best:    9662/10000 (96.62%), error:      1236.29980, best error:      1152.54041 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 121.7681884766s, input_fired_time: 1.5297713280, output_fired_time: 1.6360447407, propagate_forward_time: 46.3863830566, propagate_backward_time: 66.4623947144, weight_update_time: 0.1719777882, other_time: 5.7535934448
epoch time: 9.9631748199s, input_fired_time: 0.4043737352, output_fired_time: 0.0000000000, propagate_forward_time: 8.7991771698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7596235275
validation[          , genome  4485] predictions:    9635/  10000 (96.35%), best:    9662/10000 (96.62%), error:      1209.17297, best error:      1152.54041 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 123.6665420532s, input_fired_time: 1.6049134731, output_fired_time: 1.2751139402, propagate_forward_time: 50.2130622864, propagate_backward_time: 66.1309509277, weight_update_time: 0.1249777451, other_time: 4.4425048828
epoch time: 11.4548044205s, input_fired_time: 0.1685846448, output_fired_time: 0.0000000000, propagate_forward_time: 9.9535512924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3326683044
validation[          , genome  4485] predictions:    9613/  10000 (96.13%), best:    9662/10000 (96.62%), error:      1318.45593, best error:      1152.54041 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 126.2082901001s, input_fired_time: 1.4354264736, output_fired_time: 1.7444863319, propagate_forward_time: 48.1919326782, propagate_backward_time: 68.7770385742, weight_update_time: 0.2034267485, other_time: 6.0594100952
epoch time: 9.7901659012s, input_fired_time: 0.1991957873, output_fired_time: 0.0000000000, propagate_forward_time: 8.7497844696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8411855698
validation[          , genome  4485] predictions:    9600/  10000 (96.00%), best:    9662/10000 (96.62%), error:      1340.31006, best error:      1152.54041 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 130.9879455566s, input_fired_time: 1.6531729698, output_fired_time: 2.3216166496, propagate_forward_time: 49.8258972168, propagate_backward_time: 72.2802963257, weight_update_time: 0.1564151347, other_time: 4.9069671631
epoch time: 11.2207279205s, input_fired_time: 0.1674956381, output_fired_time: 0.0000000000, propagate_forward_time: 9.5374565125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5157756805
validation[          , genome  4485] predictions:    9608/  10000 (96.08%), best:    9662/10000 (96.62%), error:      1375.74280, best error:      1152.54041 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 130.0571441650s, input_fired_time: 1.9261745214, output_fired_time: 1.8387771845, propagate_forward_time: 45.1455497742, propagate_backward_time: 74.7901916504, weight_update_time: 0.2342535704, other_time: 6.3564453125
epoch time: 11.6539173126s, input_fired_time: 0.2472469062, output_fired_time: 0.0000000000, propagate_forward_time: 10.5152902603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8913803101
validation[          , genome  4485] predictions:    9610/  10000 (96.10%), best:    9662/10000 (96.62%), error:      1334.19189, best error:      1152.54041 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 135.3941955566s, input_fired_time: 2.3412086964, output_fired_time: 1.5255726576, propagate_forward_time: 52.9047851563, propagate_backward_time: 74.0440444946, weight_update_time: 0.1250315011, other_time: 4.5785903931
epoch time: 12.1427822113s, input_fired_time: 0.4338497818, output_fired_time: 0.0000000000, propagate_forward_time: 10.7724637985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9364690781
validation[          , genome  4485] predictions:    9588/  10000 (95.88%), best:    9662/10000 (96.62%), error:      1479.32361, best error:      1152.54041 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 137.6244964600s, input_fired_time: 2.1373658180, output_fired_time: 1.5383397341, propagate_forward_time: 50.5736694336, propagate_backward_time: 77.1170959473, weight_update_time: 0.7032555938, other_time: 6.2580261230
epoch time: 11.7942409515s, input_fired_time: 0.4965894222, output_fired_time: 0.0000000000, propagate_forward_time: 10.2528944016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0447568893
validation[          , genome  4485] predictions:    9636/  10000 (96.36%), best:    9662/10000 (96.62%), error:      1246.94849, best error:      1152.54041 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 137.8126220703s, input_fired_time: 2.5339224339, output_fired_time: 1.6957031488, propagate_forward_time: 53.4505424500, propagate_backward_time: 75.6311340332, weight_update_time: 0.4840798080, other_time: 4.5013122559
epoch time: 11.9916734695s, input_fired_time: 0.1197726279, output_fired_time: 0.0000000000, propagate_forward_time: 10.3893575668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4825429916
validation[          , genome  4485] predictions:    9568/  10000 (95.68%), best:    9662/10000 (96.62%), error:      1414.80249, best error:      1152.54041 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 130.1000061035s, input_fired_time: 2.4539830685, output_fired_time: 1.4478274584, propagate_forward_time: 45.5759735107, propagate_backward_time: 74.3695907593, weight_update_time: 0.1725750715, other_time: 6.2526321411
epoch time: 10.2567815781s, input_fired_time: 0.2165676951, output_fired_time: 0.0000000000, propagate_forward_time: 8.8546562195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1855573654
validation[          , genome  4485] predictions:    9645/  10000 (96.45%), best:    9662/10000 (96.62%), error:      1192.84741, best error:      1152.54041 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 130.1387939453s, input_fired_time: 1.8102725744, output_fired_time: 1.3659052849, propagate_forward_time: 48.5681724548, propagate_backward_time: 72.5179214478, weight_update_time: 0.4380543530, other_time: 5.8765182495
epoch time: 10.9254550934s, input_fired_time: 0.1690337062, output_fired_time: 0.0000000000, propagate_forward_time: 9.7886981964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9677228928
validation[          , genome  4485] predictions:    9627/  10000 (96.27%), best:    9662/10000 (96.62%), error:      1221.80994, best error:      1152.54041 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 128.2328033447s, input_fired_time: 1.4334574938, output_fired_time: 1.4280182123, propagate_forward_time: 49.8598327637, propagate_backward_time: 71.0034027100, weight_update_time: 0.1248149425, other_time: 4.5080947876
epoch time: 10.8296623230s, input_fired_time: 0.1383908689, output_fired_time: 0.0000000000, propagate_forward_time: 8.9718971252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7193746567
validation[          , genome  4485] predictions:    9636/  10000 (96.36%), best:    9662/10000 (96.62%), error:      1215.72559, best error:      1152.54041 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 127.3146057129s, input_fired_time: 2.4661464691, output_fired_time: 1.8516159058, propagate_forward_time: 46.7533531189, propagate_backward_time: 71.5947494507, weight_update_time: 0.1406216919, other_time: 4.6487350464
epoch time: 10.1209220886s, input_fired_time: 0.1690459549, output_fired_time: 0.0000000000, propagate_forward_time: 8.7645387650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1873369217
validation[          , genome  4485] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1144.99451, best error:      1144.99451 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 79.9028625488s, input_fired_time: 1.1992626190, output_fired_time: 0.9082686901, propagate_forward_time: 30.2138423920, propagate_backward_time: 44.4911575317, weight_update_time: 0.1216369495, other_time: 3.0903244019
epoch time: 6.3581094742s, input_fired_time: 0.1513150334, output_fired_time: 0.0000000000, propagate_forward_time: 5.5784525871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6283416748
validation[          , genome  4485] predictions:    9644/  10000 (96.44%), best:    9661/10000 (96.61%), error:      1189.69653, best error:      1144.99451 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 75.5084228516s, input_fired_time: 1.2016775608, output_fired_time: 0.9360770583, propagate_forward_time: 27.8480682373, propagate_backward_time: 42.3398513794, weight_update_time: 0.1213312447, other_time: 3.1827545166
epoch time: 6.8753838539s, input_fired_time: 0.2264890075, output_fired_time: 0.0000000000, propagate_forward_time: 5.8717799187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7771148682
validation[          , genome  4485] predictions:    9623/  10000 (96.23%), best:    9661/10000 (96.61%), error:      1290.10413, best error:      1144.99451 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 79.3320007324s, input_fired_time: 1.2525722980, output_fired_time: 1.2142955065, propagate_forward_time: 29.0698051453, propagate_backward_time: 44.7044601440, weight_update_time: 0.1858590841, other_time: 3.0908699036
epoch time: 6.2853970528s, input_fired_time: 0.1213137805, output_fired_time: 0.0000000000, propagate_forward_time: 5.5137486458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6503348351
validation[          , genome  4485] predictions:    9630/  10000 (96.30%), best:    9661/10000 (96.61%), error:      1257.55103, best error:      1144.99451 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 79.2095413208s, input_fired_time: 1.2647833824, output_fired_time: 1.2801909447, propagate_forward_time: 28.8876495361, propagate_backward_time: 44.6752357483, weight_update_time: 0.1212201491, other_time: 3.1016807556
epoch time: 6.3953566551s, input_fired_time: 0.1468360573, output_fired_time: 0.0000000000, propagate_forward_time: 5.5080480576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7404723167
validation[          , genome  4485] predictions:    9593/  10000 (95.93%), best:    9661/10000 (96.61%), error:      1392.43445, best error:      1144.99451 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 75.7031402588s, input_fired_time: 1.1942222118, output_fired_time: 1.0484037399, propagate_forward_time: 27.8193721771, propagate_backward_time: 42.2745933533, weight_update_time: 0.2157417685, other_time: 3.3665504456
epoch time: 6.7298064232s, input_fired_time: 0.1816450208, output_fired_time: 0.0000000000, propagate_forward_time: 5.8609843254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6871771812
validation[          , genome  4485] predictions:    9673/  10000 (96.73%), best:    9673/10000 (96.73%), error:      1144.30688, best error:      1144.30688 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 73.9637832642s, input_fired_time: 1.1524214745, output_fired_time: 0.9973987341, propagate_forward_time: 27.8182334900, propagate_backward_time: 41.1618843079, weight_update_time: 0.1664817035, other_time: 2.8338470459
epoch time: 7.2417349815s, input_fired_time: 0.1681524962, output_fired_time: 0.0000000000, propagate_forward_time: 6.3179783821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7556042671
validation[          , genome  4485] predictions:    9598/  10000 (95.98%), best:    9673/10000 (96.73%), error:      1312.30457, best error:      1144.30688 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 72.1699829102s, input_fired_time: 1.0897499323, output_fired_time: 0.8374449015, propagate_forward_time: 26.2021884918, propagate_backward_time: 41.1745300293, weight_update_time: 0.1210645214, other_time: 2.8660659790
epoch time: 5.9621400833s, input_fired_time: 0.1324095875, output_fired_time: 0.0000000000, propagate_forward_time: 5.2896780968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5400524139
validation[          , genome  4485] predictions:    9636/  10000 (96.36%), best:    9673/10000 (96.73%), error:      1279.04431, best error:      1144.30688 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 75.5583724976s, input_fired_time: 1.1090886593, output_fired_time: 1.0412077904, propagate_forward_time: 27.8307819366, propagate_backward_time: 42.5980796814, weight_update_time: 0.1785140038, other_time: 2.9792213440
epoch time: 6.4443860054s, input_fired_time: 0.1357914060, output_fired_time: 0.0000000000, propagate_forward_time: 5.6657991409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6427955627
validation[          , genome  4485] predictions:    9626/  10000 (96.26%), best:    9673/10000 (96.73%), error:      1280.42432, best error:      1144.30688 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 75.1100387573s, input_fired_time: 1.2353639603, output_fired_time: 1.0483328104, propagate_forward_time: 27.3070812225, propagate_backward_time: 42.1689186096, weight_update_time: 0.1201142222, other_time: 3.3503379822
epoch time: 7.1592240334s, input_fired_time: 0.1720888615, output_fired_time: 0.0000000000, propagate_forward_time: 6.1567292213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8304057121
validation[          , genome  4485] predictions:    9611/  10000 (96.11%), best:    9673/10000 (96.73%), error:      1334.81641, best error:      1144.30688 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 69.2539062500s, input_fired_time: 1.0389405489, output_fired_time: 0.8629879355, propagate_forward_time: 25.5087394714, propagate_backward_time: 38.8971290588, weight_update_time: 0.1201715618, other_time: 2.9461059570
epoch time: 6.5014457703s, input_fired_time: 0.1295018196, output_fired_time: 0.0000000000, propagate_forward_time: 5.6832947731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6886491776
validation[          , genome  4485] predictions:    9594/  10000 (95.94%), best:    9673/10000 (96.73%), error:      1423.83032, best error:      1144.30688 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 73.7887191772s, input_fired_time: 1.0824614763, output_fired_time: 0.9068399668, propagate_forward_time: 26.9755134583, propagate_backward_time: 41.5914001465, weight_update_time: 0.1178957298, other_time: 3.2325096130
epoch time: 5.1949772835s, input_fired_time: 0.1202370524, output_fired_time: 0.0000000000, propagate_forward_time: 4.5938916206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4808487892
validation[          , genome  4485] predictions:    9610/  10000 (96.10%), best:    9673/10000 (96.73%), error:      1304.35962, best error:      1144.30688 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 69.8287506104s, input_fired_time: 1.3912675381, output_fired_time: 0.8404123187, propagate_forward_time: 25.7140674591, propagate_backward_time: 38.8814048767, weight_update_time: 0.1900039017, other_time: 3.0015983582
epoch time: 5.2440772057s, input_fired_time: 0.1179744750, output_fired_time: 0.0000000000, propagate_forward_time: 4.6623210907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637818336
validation[          , genome  4485] predictions:    9621/  10000 (96.21%), best:    9673/10000 (96.73%), error:      1277.19104, best error:      1144.30688 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 70.4415512085s, input_fired_time: 0.9826923013, output_fired_time: 1.0074222088, propagate_forward_time: 25.6362781525, propagate_backward_time: 40.1391258240, weight_update_time: 0.1294057816, other_time: 2.6760368347
epoch time: 5.0425400734s, input_fired_time: 0.1118436009, output_fired_time: 0.0000000000, propagate_forward_time: 4.4654765129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652199745
validation[          , genome  4485] predictions:    9615/  10000 (96.15%), best:    9673/10000 (96.73%), error:      1259.81702, best error:      1144.30688 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 68.3191452026s, input_fired_time: 1.2494387627, output_fired_time: 0.9182551503, propagate_forward_time: 24.8773498535, propagate_backward_time: 38.4636611938, weight_update_time: 0.1276423931, other_time: 2.8104400635
epoch time: 6.7664527893s, input_fired_time: 0.1092410311, output_fired_time: 0.0000000000, propagate_forward_time: 5.9857954979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6714162827
validation[          , genome  4485] predictions:    9450/  10000 (94.50%), best:    9673/10000 (96.73%), error:      1828.87952, best error:      1144.30688 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 75.9768981934s, input_fired_time: 1.3930739164, output_fired_time: 0.8422166705, propagate_forward_time: 27.3817901611, propagate_backward_time: 42.5659523010, weight_update_time: 0.1126942486, other_time: 3.7938652039
epoch time: 5.6078963280s, input_fired_time: 0.1091822013, output_fired_time: 0.0000000000, propagate_forward_time: 5.0122060776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4865078926
validation[          , genome  4485] predictions:    9595/  10000 (95.95%), best:    9673/10000 (96.73%), error:      1416.50574, best error:      1144.30688 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 63.1181221008s, input_fired_time: 0.9989776611, output_fired_time: 0.8488129377, propagate_forward_time: 22.8000164032, propagate_backward_time: 35.6034965515, weight_update_time: 0.2391442806, other_time: 2.8668174744
epoch time: 5.2139716148s, input_fired_time: 0.1219901517, output_fired_time: 0.0000000000, propagate_forward_time: 4.6083531380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4836282730
validation[          , genome  4485] predictions:    9630/  10000 (96.30%), best:    9673/10000 (96.73%), error:      1250.78821, best error:      1144.30688 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 64.3447723389s, input_fired_time: 1.1696634293, output_fired_time: 0.8149046302, propagate_forward_time: 23.5492153168, propagate_backward_time: 36.0122985840, weight_update_time: 0.1155097261, other_time: 2.7986907959
epoch time: 4.9342188835s, input_fired_time: 0.1313225478, output_fired_time: 0.0000000000, propagate_forward_time: 4.3202414513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4826550484
validation[          , genome  4485] predictions:    9597/  10000 (95.97%), best:    9673/10000 (96.73%), error:      1337.92896, best error:      1144.30688 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 69.0795745850s, input_fired_time: 1.0806678534, output_fired_time: 0.8293452263, propagate_forward_time: 25.8443107605, propagate_backward_time: 38.7599105835, weight_update_time: 0.1154308841, other_time: 2.5653419495
epoch time: 6.1745233536s, input_fired_time: 0.1239178553, output_fired_time: 0.0000000000, propagate_forward_time: 5.5053019524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5453033447
validation[          , genome  4485] predictions:    9604/  10000 (96.04%), best:    9673/10000 (96.73%), error:      1356.14917, best error:      1144.30688 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 65.7689285278s, input_fired_time: 1.0244956017, output_fired_time: 0.8675651550, propagate_forward_time: 24.1915836334, propagate_backward_time: 36.8260231018, weight_update_time: 0.1625305861, other_time: 2.8592567444
epoch time: 5.0847902298s, input_fired_time: 0.1121149957, output_fired_time: 0.0000000000, propagate_forward_time: 4.5250735283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476017952
validation[          , genome  4485] predictions:    9657/  10000 (96.57%), best:    9673/10000 (96.73%), error:      1205.04114, best error:      1144.30688 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 75.7774810791s, input_fired_time: 1.1700917482, output_fired_time: 0.8797499537, propagate_forward_time: 26.9806385040, propagate_backward_time: 42.7102165222, weight_update_time: 0.1271038055, other_time: 4.0367851257
epoch time: 4.8739371300s, input_fired_time: 0.1162535995, output_fired_time: 0.0000000000, propagate_forward_time: 4.2593593597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983243942
validation[          , genome  4485] predictions:    9644/  10000 (96.44%), best:    9673/10000 (96.73%), error:      1172.04736, best error:      1144.30688 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 65.3294143677s, input_fired_time: 1.0253099203, output_fired_time: 0.9488376975, propagate_forward_time: 23.9146327972, propagate_backward_time: 36.7808876038, weight_update_time: 0.1168394089, other_time: 2.6597480774
epoch time: 5.4775285721s, input_fired_time: 0.1175817102, output_fired_time: 0.0000000000, propagate_forward_time: 4.7770080566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5829386711
validation[          , genome  4485] predictions:    9568/  10000 (95.68%), best:    9673/10000 (96.73%), error:      1524.18042, best error:      1144.30688 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 66.8949432373s, input_fired_time: 1.0025900602, output_fired_time: 0.8411844373, propagate_forward_time: 24.4201698303, propagate_backward_time: 37.7063293457, weight_update_time: 0.1153714731, other_time: 2.9246711731
epoch time: 4.8858919144s, input_fired_time: 0.1131226420, output_fired_time: 0.0000000000, propagate_forward_time: 4.3166604042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4561090469
validation[          , genome  4485] predictions:    9611/  10000 (96.11%), best:    9673/10000 (96.73%), error:      1286.90015, best error:      1144.30688 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 67.4744644165s, input_fired_time: 0.9150276184, output_fired_time: 0.9252159595, propagate_forward_time: 24.6421909332, propagate_backward_time: 37.8274116516, weight_update_time: 0.1608079672, other_time: 3.1646156311
epoch time: 5.2270479202s, input_fired_time: 0.1280564368, output_fired_time: 0.0000000000, propagate_forward_time: 4.5869755745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5120158195
validation[          , genome  4485] predictions:    9649/  10000 (96.49%), best:    9673/10000 (96.73%), error:      1149.52930, best error:      1144.30688 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 63.3360328674s, input_fired_time: 1.1178244352, output_fired_time: 0.8650073409, propagate_forward_time: 23.2809963226, propagate_backward_time: 35.4404067993, weight_update_time: 0.1159337088, other_time: 2.6317977905
epoch time: 5.1298456192s, input_fired_time: 0.1187107414, output_fired_time: 0.0000000000, propagate_forward_time: 4.4958786964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152564049
validation[          , genome  4485] predictions:    9633/  10000 (96.33%), best:    9673/10000 (96.73%), error:      1206.16846, best error:      1144.30688 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 70.1726837158s, input_fired_time: 0.9153100848, output_fired_time: 0.8454400301, propagate_forward_time: 25.9376659393, propagate_backward_time: 39.1970214844, weight_update_time: 0.1901738197, other_time: 3.2772369385
epoch time: 4.6999049187s, input_fired_time: 0.1088724211, output_fired_time: 0.0000000000, propagate_forward_time: 4.1069302559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4841022491
validation[          , genome  4485] predictions:    9596/  10000 (95.96%), best:    9673/10000 (96.73%), error:      1388.36340, best error:      1144.30688 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 65.2243194580s, input_fired_time: 1.0005370378, output_fired_time: 0.9433304667, propagate_forward_time: 23.6796665192, propagate_backward_time: 36.6916732788, weight_update_time: 0.1158599555, other_time: 2.9091186523
epoch time: 4.9809398651s, input_fired_time: 0.1162412912, output_fired_time: 0.0000000000, propagate_forward_time: 4.3982143402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4664840698
validation[          , genome  4485] predictions:    9605/  10000 (96.05%), best:    9673/10000 (96.73%), error:      1339.67676, best error:      1144.30688 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 60.8912849426s, input_fired_time: 0.9478287101, output_fired_time: 0.9141134620, propagate_forward_time: 22.2996139526, propagate_backward_time: 34.2258300781, weight_update_time: 0.1145016328, other_time: 2.5038986206
epoch time: 7.1009335518s, input_fired_time: 0.1487637162, output_fired_time: 0.0000000000, propagate_forward_time: 5.9992246628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9529452324
validation[          , genome  4485] predictions:    9603/  10000 (96.03%), best:    9673/10000 (96.73%), error:      1328.24731, best error:      1144.30688 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 70.1147842407s, input_fired_time: 1.0891169310, output_fired_time: 0.9528627992, propagate_forward_time: 26.4124927521, propagate_backward_time: 38.7260475159, weight_update_time: 0.1131545156, other_time: 2.9342613220
epoch time: 4.8409581184s, input_fired_time: 0.1770911664, output_fired_time: 0.0000000000, propagate_forward_time: 4.2252230644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386439323
validation[          , genome  4485] predictions:    9571/  10000 (95.71%), best:    9673/10000 (96.73%), error:      1372.19531, best error:      1144.30688 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 64.4887008667s, input_fired_time: 0.9093375206, output_fired_time: 0.8407611251, propagate_forward_time: 23.5625915527, propagate_backward_time: 36.3308639526, weight_update_time: 0.1149762496, other_time: 2.8451499939
epoch time: 5.2633862495s, input_fired_time: 0.1212830544, output_fired_time: 0.0000000000, propagate_forward_time: 4.6783957481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637074471
validation[          , genome  4485] predictions:    9556/  10000 (95.56%), best:    9673/10000 (96.73%), error:      1567.03271, best error:      1144.30688 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 67.2821044922s, input_fired_time: 1.0555433035, output_fired_time: 0.8843852282, propagate_forward_time: 24.7082328796, propagate_backward_time: 37.8108940125, weight_update_time: 0.1457892358, other_time: 2.8230514526
epoch time: 4.8148241043s, input_fired_time: 0.1190122813, output_fired_time: 0.0000000000, propagate_forward_time: 4.2437100410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4521017075
validation[          , genome  4485] predictions:    9615/  10000 (96.15%), best:    9673/10000 (96.73%), error:      1295.19861, best error:      1144.30688 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 60.9781684875s, input_fired_time: 1.0007750988, output_fired_time: 0.8488966227, propagate_forward_time: 22.1658668518, propagate_backward_time: 34.2817993164, weight_update_time: 0.1116405129, other_time: 2.6808319092
epoch time: 6.1771278381s, input_fired_time: 0.1284962595, output_fired_time: 0.0000000000, propagate_forward_time: 5.5986695290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4499621391
validation[          , genome  4485] predictions:    9614/  10000 (96.14%), best:    9673/10000 (96.73%), error:      1306.46545, best error:      1144.30688 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 63.9526977539s, input_fired_time: 1.0635991096, output_fired_time: 0.8245811462, propagate_forward_time: 23.4446964264, propagate_backward_time: 36.1417922974, weight_update_time: 0.1265082657, other_time: 2.4780273438
epoch time: 5.3205490112s, input_fired_time: 0.1754338890, output_fired_time: 0.0000000000, propagate_forward_time: 4.6650419235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800729752
validation[          , genome  4485] predictions:    9625/  10000 (96.25%), best:    9673/10000 (96.73%), error:      1311.29614, best error:      1144.30688 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 73.9952011108s, input_fired_time: 1.0527395010, output_fired_time: 0.9478341341, propagate_forward_time: 27.4185600281, propagate_backward_time: 41.2518119812, weight_update_time: 0.2064176202, other_time: 3.3242492676
epoch time: 4.9301080704s, input_fired_time: 0.1125353649, output_fired_time: 0.0000000000, propagate_forward_time: 4.3335914612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4839811325
validation[          , genome  4485] predictions:    9610/  10000 (96.10%), best:    9673/10000 (96.73%), error:      1304.70435, best error:      1144.30688 on epoch:    72, 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: 28.0989837646s, input_fired_time: 0.7329521775, output_fired_time: 0.0000000000, propagate_forward_time: 24.5018444061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8641872406
best training[          , genome  4485] predictions:   49118/  50000 (98.24%), best:    9673/10000 (96.73%), error:      3271.32593, best error:      1144.30688 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 6.0540537834s, input_fired_time: 0.1125768051, output_fired_time: 0.0000000000, propagate_forward_time: 5.3402080536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6012687683
   testing[          , genome  4485] predictions:    9695/  10000 (96.95%), best:    9673/10000 (96.73%), error:      1052.49622, best error:      1144.30688 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:58:21 (5664): called boinc_finish(0)

</stderr_txt>
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