Nameexact_genome_1512568488_44_7002_0
Workunit2606290
Created7 Dec 2017, 23:07:22 UTC
Sent7 Dec 2017, 23:17:46 UTC
Report deadline15 Dec 2017, 10:22:05 UTC
Received8 Dec 2017, 7:46:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57657
Run time4 hours 25 min 56 sec
CPU time3 hours 44 min 45 sec
Validate stateValid
Credit1,865.33
Device peak FLOPS2.65 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.01 MB
Peak swap size159.74 MB
Peak disk usage2.13 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
270401
validation[          , genome  7002] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       967.49951, best error:       967.49951 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 173.6160430908s, input_fired_time: 2.8635935783, output_fired_time: 2.2695095539, propagate_forward_time: 64.3499603271, propagate_backward_time: 100.2152481079, weight_update_time: 0.1633183062, other_time: 3.9177322388
epoch time: 14.2272806168s, input_fired_time: 0.2020934373, output_fired_time: 0.0000000000, propagate_forward_time: 13.1851873398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8400001526
validation[          , genome  7002] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       953.92261, best error:       953.92261 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 173.9957580566s, input_fired_time: 2.1126668453, output_fired_time: 1.7705073357, propagate_forward_time: 64.3112258911, propagate_backward_time: 101.3806686401, weight_update_time: 0.1622914374, other_time: 4.4206848145
epoch time: 14.4692745209s, input_fired_time: 0.1987753063, output_fired_time: 0.0000000000, propagate_forward_time: 13.6842279434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5862712860
validation[          , genome  7002] predictions:    9689/  10000 (96.89%), best:    9705/10000 (97.05%), error:      1041.69080, best error:       953.92261 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 173.2827453613s, input_fired_time: 2.3641297817, output_fired_time: 2.0142545700, propagate_forward_time: 66.7565383911, propagate_backward_time: 98.2246093750, weight_update_time: 0.4145894349, other_time: 3.9232101440
epoch time: 14.2343044281s, input_fired_time: 0.2030230016, output_fired_time: 0.0000000000, propagate_forward_time: 13.1968803406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8344011307
validation[          , genome  7002] predictions:    9640/  10000 (96.40%), best:    9705/10000 (97.05%), error:      1176.12695, best error:       953.92261 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 174.4564514160s, input_fired_time: 2.1145091057, output_fired_time: 1.7743036747, propagate_forward_time: 67.1630706787, propagate_backward_time: 99.4732894897, weight_update_time: 0.1634468585, other_time: 3.9312820435
epoch time: 14.1184415817s, input_fired_time: 0.4480247498, output_fired_time: 0.0000000000, propagate_forward_time: 12.8386888504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8317279816
validation[          , genome  7002] predictions:    9653/  10000 (96.53%), best:    9705/10000 (97.05%), error:      1161.98889, best error:       953.92261 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 174.3530426025s, input_fired_time: 2.3694968224, output_fired_time: 2.7821264267, propagate_forward_time: 65.5225830078, propagate_backward_time: 98.7298431396, weight_update_time: 0.4134562910, other_time: 4.9490051270
epoch time: 14.2896013260s, input_fired_time: 0.2047714442, output_fired_time: 0.0000000000, propagate_forward_time: 13.2381467819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8466835022
validation[          , genome  7002] predictions:    9688/  10000 (96.88%), best:    9705/10000 (97.05%), error:       989.75427, best error:       953.92261 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 175.4133758545s, input_fired_time: 2.6384062767, output_fired_time: 1.8021382093, propagate_forward_time: 67.0801773071, propagate_backward_time: 99.9582366943, weight_update_time: 0.1645331532, other_time: 3.9344100952
epoch time: 14.9563112259s, input_fired_time: 0.2054572552, output_fired_time: 0.0000000000, propagate_forward_time: 13.3931884766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3576650620
validation[          , genome  7002] predictions:    9684/  10000 (96.84%), best:    9705/10000 (97.05%), error:      1027.74023, best error:       953.92261 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 185.1501159668s, input_fired_time: 2.9432189465, output_fired_time: 1.6081129313, propagate_forward_time: 68.4374542236, propagate_backward_time: 107.3579940796, weight_update_time: 0.4195859134, other_time: 4.8033370972
epoch time: 15.7204895020s, input_fired_time: 0.2105848640, output_fired_time: 0.0000000000, propagate_forward_time: 14.6549558640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8549489975
validation[          , genome  7002] predictions:    9655/  10000 (96.55%), best:    9705/10000 (97.05%), error:      1105.20093, best error:       953.92261 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 183.0861206055s, input_fired_time: 2.1800720692, output_fired_time: 1.5975006819, propagate_forward_time: 68.9902954102, propagate_backward_time: 105.5100097656, weight_update_time: 0.1709954143, other_time: 4.8082427979
epoch time: 15.1061449051s, input_fired_time: 0.2092942446, output_fired_time: 0.0000000000, propagate_forward_time: 13.7875843048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1092662811
validation[          , genome  7002] predictions:    9659/  10000 (96.59%), best:    9705/10000 (97.05%), error:      1133.20093, best error:       953.92261 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 191.4969177246s, input_fired_time: 2.3106567860, output_fired_time: 2.6873214245, propagate_forward_time: 73.7161331177, propagate_backward_time: 108.3546524048, weight_update_time: 0.1729657054, other_time: 4.4281616211
epoch time: 15.2782936096s, input_fired_time: 0.4766255617, output_fired_time: 0.0000000000, propagate_forward_time: 14.1805572510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6211109161
validation[          , genome  7002] predictions:    9693/  10000 (96.93%), best:    9705/10000 (97.05%), error:      1042.37781, best error:       953.92261 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 197.3182525635s, input_fired_time: 2.4975378513, output_fired_time: 2.2857818604, propagate_forward_time: 75.0804824829, propagate_backward_time: 112.2974014282, weight_update_time: 0.1761210263, other_time: 5.1570434570
epoch time: 15.7841854095s, input_fired_time: 0.2140347362, output_fired_time: 0.0000000000, propagate_forward_time: 14.4110813141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1590690613
validation[          , genome  7002] predictions:    9707/  10000 (97.07%), best:    9705/10000 (97.05%), error:       974.42749, best error:       953.92261 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 191.3268127441s, input_fired_time: 2.3378548622, output_fired_time: 2.4869086742, propagate_forward_time: 72.1696395874, propagate_backward_time: 109.3091659546, weight_update_time: 0.1758618802, other_time: 5.0232391357
epoch time: 15.8628273010s, input_fired_time: 0.2142969072, output_fired_time: 0.0000000000, propagate_forward_time: 14.9952106476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6533193588
validation[          , genome  7002] predictions:    9678/  10000 (96.78%), best:    9705/10000 (97.05%), error:      1059.96558, best error:       953.92261 on epoch:    15, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 188.4347839355s, input_fired_time: 2.5844695568, output_fired_time: 2.4534492493, propagate_forward_time: 73.5219421387, propagate_backward_time: 105.6777420044, weight_update_time: 0.1740022153, other_time: 4.1971817017
epoch time: 15.5793552399s, input_fired_time: 0.7218376398, output_fired_time: 0.0000000000, propagate_forward_time: 13.6955356598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1619815826
validation[          , genome  7002] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       909.13416, best error:       909.13416 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 189.0630645752s, input_fired_time: 2.5827226639, output_fired_time: 3.2381203175, propagate_forward_time: 68.9559707642, propagate_backward_time: 110.3566360474, weight_update_time: 0.1909004897, other_time: 3.9296264648
epoch time: 15.1662349701s, input_fired_time: 0.2149836868, output_fired_time: 0.0000000000, propagate_forward_time: 14.3192157745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6320352554
validation[          , genome  7002] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       906.38080, best error:       906.38080 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 188.7612457275s, input_fired_time: 2.2578189373, output_fired_time: 2.1597456932, propagate_forward_time: 69.5350723267, propagate_backward_time: 110.5336456299, weight_update_time: 0.1746357530, other_time: 4.2749710083
epoch time: 15.8534374237s, input_fired_time: 0.2217926979, output_fired_time: 0.0000000000, propagate_forward_time: 14.7171001434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9145450592
validation[          , genome  7002] predictions:    9666/  10000 (96.66%), best:    9727/10000 (97.27%), error:      1100.58813, best error:       906.38080 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 189.0756072998s, input_fired_time: 2.8678164482, output_fired_time: 2.9071259499, propagate_forward_time: 69.4524078369, propagate_backward_time: 109.1503219604, weight_update_time: 0.4334817529, other_time: 4.6979446411
epoch time: 15.5723237991s, input_fired_time: 0.4675176144, output_fired_time: 0.0000000000, propagate_forward_time: 13.9512958527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1535100937
validation[          , genome  7002] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       931.45886, best error:       906.38080 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 189.4847717285s, input_fired_time: 2.7939159870, output_fired_time: 2.0254185200, propagate_forward_time: 72.2304840088, propagate_backward_time: 106.9443359375, weight_update_time: 0.1796907187, other_time: 5.4906158447
epoch time: 15.5935201645s, input_fired_time: 0.2204631716, output_fired_time: 0.0000000000, propagate_forward_time: 14.7120685577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6609888077
validation[          , genome  7002] predictions:    9671/  10000 (96.71%), best:    9727/10000 (97.27%), error:      1057.41919, best error:       906.38080 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 189.9567718506s, input_fired_time: 3.0304653645, output_fired_time: 2.5078687668, propagate_forward_time: 71.1384887695, propagate_backward_time: 108.4414062500, weight_update_time: 0.1769916415, other_time: 4.8385314941
epoch time: 16.1215839386s, input_fired_time: 0.2155189365, output_fired_time: 0.0000000000, propagate_forward_time: 14.7643671036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1416978836
validation[          , genome  7002] predictions:    9680/  10000 (96.80%), best:    9727/10000 (97.27%), error:      1007.72522, best error:       906.38080 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 162.7029113770s, input_fired_time: 2.1801300049, output_fired_time: 1.6104087830, propagate_forward_time: 61.6072120667, propagate_backward_time: 93.8075180054, weight_update_time: 0.1654922217, other_time: 3.4976425171
epoch time: 9.9765300751s, input_fired_time: 0.1943533570, output_fired_time: 0.0000000000, propagate_forward_time: 9.2226257324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5595512390
validation[          , genome  7002] predictions:    9705/  10000 (97.05%), best:    9727/10000 (97.27%), error:       970.10260, best error:       906.38080 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 117.9463043213s, input_fired_time: 1.5788897276, output_fired_time: 1.4165177345, propagate_forward_time: 44.1969795227, propagate_backward_time: 67.7443008423, weight_update_time: 0.1516289264, other_time: 3.0096206665
epoch time: 9.9507875443s, input_fired_time: 0.1926069707, output_fired_time: 0.0000000000, propagate_forward_time: 9.1980104446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5601701736
validation[          , genome  7002] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       881.45123, best error:       881.45123 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 118.0324630737s, input_fired_time: 1.5684994459, output_fired_time: 1.4147410393, propagate_forward_time: 44.2377586365, propagate_backward_time: 67.7832794189, weight_update_time: 0.1641945094, other_time: 3.0281829834
epoch time: 9.6958580017s, input_fired_time: 0.1892903149, output_fired_time: 0.0000000000, propagate_forward_time: 8.9257555008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5808124542
validation[          , genome  7002] predictions:    9733/  10000 (97.33%), best:    9722/10000 (97.22%), error:       881.45660, best error:       881.45123 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 119.2988662720s, input_fired_time: 1.5537263155, output_fired_time: 1.3985915184, propagate_forward_time: 44.6122894287, propagate_backward_time: 68.7152633667, weight_update_time: 0.1507737339, other_time: 3.0189971924
epoch time: 9.4354829788s, input_fired_time: 0.1846307218, output_fired_time: 0.0000000000, propagate_forward_time: 8.7113485336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395040512
validation[          , genome  7002] predictions:    9526/  10000 (95.26%), best:    9722/10000 (97.22%), error:      1641.52051, best error:       881.45123 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 117.7550277710s, input_fired_time: 1.5517200232, output_fired_time: 1.4033647776, propagate_forward_time: 43.8817939758, propagate_backward_time: 67.9205398560, weight_update_time: 0.1530578732, other_time: 2.9976119995
epoch time: 9.3880615234s, input_fired_time: 0.1873395294, output_fired_time: 0.0000000000, propagate_forward_time: 8.6669950485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337266922
validation[          , genome  7002] predictions:    9578/  10000 (95.78%), best:    9722/10000 (97.22%), error:      1285.14001, best error:       881.45123 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 118.6612701416s, input_fired_time: 1.5401871204, output_fired_time: 1.3908442259, propagate_forward_time: 44.5633354187, propagate_backward_time: 68.1767196655, weight_update_time: 0.1507794559, other_time: 2.9901809692
epoch time: 9.5114116669s, input_fired_time: 0.1887755692, output_fired_time: 0.0000000000, propagate_forward_time: 8.7817182541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5409173965
validation[          , genome  7002] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       914.61334, best error:       881.45123 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 115.9794540405s, input_fired_time: 1.5399367809, output_fired_time: 1.3855497837, propagate_forward_time: 43.3739814758, propagate_backward_time: 66.6922760010, weight_update_time: 0.1509196311, other_time: 2.9877014160
epoch time: 9.0163717270s, input_fired_time: 0.1815870702, output_fired_time: 0.0000000000, propagate_forward_time: 8.3102102280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5245742798
validation[          , genome  7002] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       855.31549, best error:       855.31549 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 114.2615356445s, input_fired_time: 1.5353710651, output_fired_time: 1.3713971376, propagate_forward_time: 42.8904457092, propagate_backward_time: 65.4961242676, weight_update_time: 0.1500316113, other_time: 2.9682006836
epoch time: 9.3469781876s, input_fired_time: 0.1862363368, output_fired_time: 0.0000000000, propagate_forward_time: 8.6200799942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5406618118
validation[          , genome  7002] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       823.32672, best error:       823.32672 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 115.4157333374s, input_fired_time: 1.5518817902, output_fired_time: 1.4052515030, propagate_forward_time: 43.1385383606, propagate_backward_time: 66.3244094849, weight_update_time: 0.1508433819, other_time: 2.9956588745
epoch time: 9.2584934235s, input_fired_time: 0.1893609315, output_fired_time: 0.0000000000, propagate_forward_time: 8.5209159851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5482168198
validation[          , genome  7002] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       800.10815, best error:       800.10815 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 114.7702255249s, input_fired_time: 1.5402985811, output_fired_time: 1.3804862499, propagate_forward_time: 42.8505668640, propagate_backward_time: 66.0254364014, weight_update_time: 0.1522931904, other_time: 2.9734344482
epoch time: 9.2021570206s, input_fired_time: 0.1892662346, output_fired_time: 0.0000000000, propagate_forward_time: 8.4674348831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454559326
validation[          , genome  7002] predictions:    9751/  10000 (97.51%), best:    9774/10000 (97.74%), error:       819.31195, best error:       800.10815 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 115.1120681763s, input_fired_time: 1.5526155233, output_fired_time: 1.3855657578, propagate_forward_time: 42.9950714111, propagate_backward_time: 66.1768951416, weight_update_time: 0.1511787921, other_time: 3.0019226074
epoch time: 9.3246498108s, input_fired_time: 0.1915114522, output_fired_time: 0.0000000000, propagate_forward_time: 8.5843782425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5487604141
validation[          , genome  7002] predictions:    9720/  10000 (97.20%), best:    9774/10000 (97.74%), error:       925.87952, best error:       800.10815 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 114.3465499878s, input_fired_time: 1.5507327318, output_fired_time: 1.3887244463, propagate_forward_time: 42.7396316528, propagate_backward_time: 65.6733398438, weight_update_time: 0.1505667567, other_time: 2.9941177368
epoch time: 9.5274839401s, input_fired_time: 0.1921255440, output_fired_time: 0.0000000000, propagate_forward_time: 8.7833719254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5519866943
validation[          , genome  7002] predictions:    9742/  10000 (97.42%), best:    9774/10000 (97.74%), error:       872.34375, best error:       800.10815 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 115.3922729492s, input_fired_time: 1.5771409273, output_fired_time: 1.3884660006, propagate_forward_time: 43.0377197266, propagate_backward_time: 66.3926696777, weight_update_time: 0.1523373276, other_time: 2.9962768555
epoch time: 9.4535722733s, input_fired_time: 0.1898818016, output_fired_time: 0.0000000000, propagate_forward_time: 8.7134656906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5502252579
validation[          , genome  7002] predictions:    9701/  10000 (97.01%), best:    9774/10000 (97.74%), error:       970.06854, best error:       800.10815 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 115.5575408936s, input_fired_time: 1.5785475969, output_fired_time: 1.4042415619, propagate_forward_time: 43.1498069763, propagate_backward_time: 66.4220886230, weight_update_time: 0.1510000378, other_time: 3.0028533936
epoch time: 9.3898658752s, input_fired_time: 0.1895248145, output_fired_time: 0.0000000000, propagate_forward_time: 8.6497039795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5506372452
validation[          , genome  7002] predictions:    9748/  10000 (97.48%), best:    9774/10000 (97.74%), error:       848.77490, best error:       800.10815 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 114.3933868408s, input_fired_time: 1.5344552994, output_fired_time: 1.3500562906, propagate_forward_time: 42.7658386230, propagate_backward_time: 65.7905197144, weight_update_time: 0.1524310112, other_time: 2.9525146484
epoch time: 9.2645158768s, input_fired_time: 0.1859516352, output_fired_time: 0.0000000000, propagate_forward_time: 8.5446758270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5338888168
validation[          , genome  7002] predictions:    9691/  10000 (96.91%), best:    9774/10000 (97.74%), error:      1011.97424, best error:       800.10815 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 112.9688110352s, input_fired_time: 1.5129749775, output_fired_time: 1.3393517733, propagate_forward_time: 41.9432678223, propagate_backward_time: 65.2534103394, weight_update_time: 0.1479436904, other_time: 2.9197998047
epoch time: 9.1395950317s, input_fired_time: 0.1858481467, output_fired_time: 0.0000000000, propagate_forward_time: 8.4256143570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5281324387
validation[          , genome  7002] predictions:    9752/  10000 (97.52%), best:    9774/10000 (97.74%), error:       833.59332, best error:       800.10815 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 112.6100234985s, input_fired_time: 1.5125051737, output_fired_time: 1.3434183598, propagate_forward_time: 41.9434547424, propagate_backward_time: 64.9115676880, weight_update_time: 0.1463011503, other_time: 2.8990707397
epoch time: 9.4039745331s, input_fired_time: 0.1899345070, output_fired_time: 0.0000000000, propagate_forward_time: 8.6780853271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359544754
validation[          , genome  7002] predictions:    9745/  10000 (97.45%), best:    9774/10000 (97.74%), error:       871.24353, best error:       800.10815 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 113.2037582397s, input_fired_time: 1.5222364664, output_fired_time: 1.3411307335, propagate_forward_time: 42.4092330933, propagate_backward_time: 65.0155792236, weight_update_time: 0.1457884908, other_time: 2.9155731201
epoch time: 9.0800352097s, input_fired_time: 0.1849334240, output_fired_time: 0.0000000000, propagate_forward_time: 8.3652696609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5298318863
validation[          , genome  7002] predictions:    9718/  10000 (97.18%), best:    9774/10000 (97.74%), error:       908.83997, best error:       800.10815 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 112.7479476929s, input_fired_time: 1.5182262659, output_fired_time: 1.3337528706, propagate_forward_time: 42.1451721191, propagate_backward_time: 64.8403244019, weight_update_time: 0.1458566189, other_time: 2.9104690552
epoch time: 9.3151359558s, input_fired_time: 0.1893142909, output_fired_time: 0.0000000000, propagate_forward_time: 8.5915899277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342321396
validation[          , genome  7002] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       797.62677, best error:       797.62677 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 112.6256790161s, input_fired_time: 1.5219801664, output_fired_time: 1.3390080929, propagate_forward_time: 42.1441650391, propagate_backward_time: 64.7239379883, weight_update_time: 0.1451769918, other_time: 2.8965911865
epoch time: 9.0439777374s, input_fired_time: 0.1860053688, output_fired_time: 0.0000000000, propagate_forward_time: 8.3294763565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284957886
validation[          , genome  7002] predictions:    9731/  10000 (97.31%), best:    9762/10000 (97.62%), error:       890.92719, best error:       797.62677 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 113.4626922607s, input_fired_time: 1.5271831751, output_fired_time: 1.3425575495, propagate_forward_time: 42.5103149414, propagate_backward_time: 65.1691360474, weight_update_time: 0.1470653415, other_time: 2.9134979248
epoch time: 9.0373296738s, input_fired_time: 0.1865395010, output_fired_time: 0.0000000000, propagate_forward_time: 8.3218469620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5289430618
validation[          , genome  7002] predictions:    9725/  10000 (97.25%), best:    9762/10000 (97.62%), error:       943.19446, best error:       797.62677 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 113.4812316895s, input_fired_time: 1.5256303549, output_fired_time: 1.3436888456, propagate_forward_time: 42.2930107117, propagate_backward_time: 65.4097595215, weight_update_time: 0.1461905390, other_time: 2.9091491699
epoch time: 9.1162891388s, input_fired_time: 0.1871649176, output_fired_time: 0.0000000000, propagate_forward_time: 8.3996505737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294733047
validation[          , genome  7002] predictions:    9748/  10000 (97.48%), best:    9762/10000 (97.62%), error:       844.94397, best error:       797.62677 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 112.7902221680s, input_fired_time: 1.5206217766, output_fired_time: 1.3345012665, propagate_forward_time: 42.0958709717, propagate_backward_time: 64.9201736450, weight_update_time: 0.1463067830, other_time: 2.9190521240
epoch time: 9.1612844467s, input_fired_time: 0.1862122715, output_fired_time: 0.0000000000, propagate_forward_time: 8.4393539429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357179642
validation[          , genome  7002] predictions:    9726/  10000 (97.26%), best:    9762/10000 (97.62%), error:       902.06732, best error:       797.62677 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 112.3099670410s, input_fired_time: 1.5174384117, output_fired_time: 1.3216264248, propagate_forward_time: 42.1450958252, propagate_backward_time: 64.4141998291, weight_update_time: 0.1467293799, other_time: 2.9116058350
epoch time: 9.6700534821s, input_fired_time: 0.1934412271, output_fired_time: 0.0000000000, propagate_forward_time: 8.9279060364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5487060547
validation[          , genome  7002] predictions:    9696/  10000 (96.96%), best:    9762/10000 (97.62%), error:       948.67242, best error:       797.62677 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 113.3881225586s, input_fired_time: 1.5313851833, output_fired_time: 1.3495514393, propagate_forward_time: 42.3912849426, propagate_backward_time: 65.1910476685, weight_update_time: 0.1469393224, other_time: 2.9248580933
epoch time: 9.2912006378s, input_fired_time: 0.1881835461, output_fired_time: 0.0000000000, propagate_forward_time: 8.5685396194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5344772339
validation[          , genome  7002] predictions:    9744/  10000 (97.44%), best:    9762/10000 (97.62%), error:       834.98047, best error:       797.62677 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 113.8225402832s, input_fired_time: 1.5333946943, output_fired_time: 1.3441655636, propagate_forward_time: 42.7383728027, propagate_backward_time: 65.2763519287, weight_update_time: 0.1470944881, other_time: 2.9302597046
epoch time: 9.1429309845s, input_fired_time: 0.1877665669, output_fired_time: 0.0000000000, propagate_forward_time: 8.4229822159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321817398
validation[          , genome  7002] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       789.69519, best error:       789.69519 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 112.5510559082s, input_fired_time: 1.5237220526, output_fired_time: 1.3326854706, propagate_forward_time: 42.0494232178, propagate_backward_time: 64.7340698242, weight_update_time: 0.1456158906, other_time: 2.9111557007
epoch time: 9.2315635681s, input_fired_time: 0.1908686906, output_fired_time: 0.0000000000, propagate_forward_time: 8.5032148361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374803543
validation[          , genome  7002] predictions:    9733/  10000 (97.33%), best:    9768/10000 (97.68%), error:       914.03735, best error:       789.69519 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 114.3495941162s, input_fired_time: 1.5386250019, output_fired_time: 1.3483825922, propagate_forward_time: 42.7875099182, propagate_backward_time: 65.7412185669, weight_update_time: 0.1473550946, other_time: 2.9338607788
epoch time: 9.0728044510s, input_fired_time: 0.1872544587, output_fired_time: 0.0000000000, propagate_forward_time: 8.3522434235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333061218
validation[          , genome  7002] predictions:    9760/  10000 (97.60%), best:    9768/10000 (97.68%), error:       813.52802, best error:       789.69519 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 114.2438201904s, input_fired_time: 1.5377725363, output_fired_time: 1.3539692163, propagate_forward_time: 42.6418113708, propagate_backward_time: 65.7687911987, weight_update_time: 0.1481480002, other_time: 2.9414749146
epoch time: 9.1331615448s, input_fired_time: 0.1872627288, output_fired_time: 0.0000000000, propagate_forward_time: 8.4103317261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5355672836
validation[          , genome  7002] predictions:    9705/  10000 (97.05%), best:    9768/10000 (97.68%), error:       947.59406, best error:       789.69519 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 113.4467620850s, input_fired_time: 1.5297789574, output_fired_time: 1.3350336552, propagate_forward_time: 42.3540725708, propagate_backward_time: 65.3001937866, weight_update_time: 0.1481402516, other_time: 2.9276809692
epoch time: 9.3112850189s, input_fired_time: 0.1907775849, output_fired_time: 0.0000000000, propagate_forward_time: 8.5803298950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401773453
validation[          , genome  7002] predictions:    9763/  10000 (97.63%), best:    9768/10000 (97.68%), error:       808.92957, best error:       789.69519 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 114.3629531860s, input_fired_time: 1.5367410183, output_fired_time: 1.3536891937, propagate_forward_time: 42.7025413513, propagate_backward_time: 65.8278121948, weight_update_time: 0.1483451724, other_time: 2.9421615601
epoch time: 9.1387357712s, input_fired_time: 0.1877574176, output_fired_time: 0.0000000000, propagate_forward_time: 8.4204311371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5305471420
validation[          , genome  7002] predictions:    9741/  10000 (97.41%), best:    9768/10000 (97.68%), error:       832.25488, best error:       789.69519 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 113.7989730835s, input_fired_time: 1.5314646959, output_fired_time: 1.3444236517, propagate_forward_time: 42.5094566345, propagate_backward_time: 65.4923782349, weight_update_time: 0.1472168565, other_time: 2.9212570190
epoch time: 9.1719942093s, input_fired_time: 0.1886403561, output_fired_time: 0.0000000000, propagate_forward_time: 8.4517221451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316314697
validation[          , genome  7002] predictions:    9759/  10000 (97.59%), best:    9768/10000 (97.68%), error:       846.51398, best error:       789.69519 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 113.0352935791s, input_fired_time: 1.5350736380, output_fired_time: 1.3357775211, propagate_forward_time: 42.3615112305, propagate_backward_time: 64.8902511597, weight_update_time: 0.1457849294, other_time: 2.9126815796
epoch time: 9.1749372482s, input_fired_time: 0.1873241961, output_fired_time: 0.0000000000, propagate_forward_time: 8.4548530579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5327596664
validation[          , genome  7002] predictions:    9735/  10000 (97.35%), best:    9768/10000 (97.68%), error:       888.72620, best error:       789.69519 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 114.1227798462s, input_fired_time: 1.5382374525, output_fired_time: 1.3484005928, propagate_forward_time: 42.7620964050, propagate_backward_time: 65.5417098999, weight_update_time: 0.1477540880, other_time: 2.9323348999
epoch time: 9.1984682083s, input_fired_time: 0.1888570040, output_fired_time: 0.0000000000, propagate_forward_time: 8.4710378647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385732651
validation[          , genome  7002] predictions:    9718/  10000 (97.18%), best:    9768/10000 (97.68%), error:       920.16577, best error:       789.69519 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 114.0366821289s, input_fired_time: 1.5422477722, output_fired_time: 1.3463307619, propagate_forward_time: 42.7805709839, propagate_backward_time: 65.4428558350, weight_update_time: 0.1473059952, other_time: 2.9246749878
epoch time: 9.0982780457s, input_fired_time: 0.1911356002, output_fired_time: 0.0000000000, propagate_forward_time: 8.3750181198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321245193
validation[          , genome  7002] predictions:    9743/  10000 (97.43%), best:    9768/10000 (97.68%), error:       849.57837, best error:       789.69519 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 113.4767303467s, input_fired_time: 1.5350614786, output_fired_time: 1.3423479795, propagate_forward_time: 42.3445320129, propagate_backward_time: 65.3341979980, weight_update_time: 0.1472363174, other_time: 2.9205932617
epoch time: 9.2167415619s, input_fired_time: 0.1898244768, output_fired_time: 0.0000000000, propagate_forward_time: 8.4949378967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319795609
validation[          , genome  7002] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       777.65820, best error:       777.65820 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 117.0163955688s, input_fired_time: 1.5678362846, output_fired_time: 1.3821926117, propagate_forward_time: 43.9093132019, propagate_backward_time: 67.2031021118, weight_update_time: 0.1495052129, other_time: 2.9539566040
epoch time: 9.2616081238s, input_fired_time: 0.1874813735, output_fired_time: 0.0000000000, propagate_forward_time: 8.5397357941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343914032
validation[          , genome  7002] predictions:    9737/  10000 (97.37%), best:    9767/10000 (97.67%), error:       880.39661, best error:       777.65820 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 116.8328628540s, input_fired_time: 1.5521435738, output_fired_time: 1.3981947899, propagate_forward_time: 43.6884574890, propagate_backward_time: 67.2287826538, weight_update_time: 0.1495487839, other_time: 2.9652786255
epoch time: 9.4829950333s, input_fired_time: 0.1924451441, output_fired_time: 0.0000000000, propagate_forward_time: 8.7495250702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410251617
validation[          , genome  7002] predictions:    9765/  10000 (97.65%), best:    9767/10000 (97.67%), error:       789.24872, best error:       777.65820 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 117.0801391602s, input_fired_time: 1.5590409040, output_fired_time: 1.3759889603, propagate_forward_time: 43.9474754333, propagate_backward_time: 67.2424697876, weight_update_time: 0.1522790045, other_time: 2.9551620483
epoch time: 9.3420867920s, input_fired_time: 0.1931646466, output_fired_time: 0.0000000000, propagate_forward_time: 8.6161460876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5327758789
validation[          , genome  7002] predictions:    9685/  10000 (96.85%), best:    9767/10000 (97.67%), error:      1008.68408, best error:       777.65820 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 116.8965911865s, input_fired_time: 1.5562753677, output_fired_time: 1.3775023222, propagate_forward_time: 43.7680130005, propagate_backward_time: 67.2371673584, weight_update_time: 0.1517786682, other_time: 2.9576339722
epoch time: 9.3899335861s, input_fired_time: 0.1927139908, output_fired_time: 0.0000000000, propagate_forward_time: 8.6571264267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5400934219
validation[          , genome  7002] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       847.78790, best error:       777.65820 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 116.6553344727s, input_fired_time: 1.5619926453, output_fired_time: 1.3754428625, propagate_forward_time: 43.7963905334, propagate_backward_time: 66.9645919800, weight_update_time: 0.1484383643, other_time: 2.9569168091
epoch time: 9.4874448776s, input_fired_time: 0.1928916723, output_fired_time: 0.0000000000, propagate_forward_time: 8.7491922379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5453605652
validation[          , genome  7002] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       743.35486, best error:       743.35486 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 116.1865997314s, input_fired_time: 1.5547983646, output_fired_time: 1.3819638491, propagate_forward_time: 43.4031410217, propagate_backward_time: 66.8947753906, weight_update_time: 0.1487011015, other_time: 2.9519195557
epoch time: 9.2264862061s, input_fired_time: 0.1896170080, output_fired_time: 0.0000000000, propagate_forward_time: 8.4992456436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376234055
validation[          , genome  7002] predictions:    9719/  10000 (97.19%), best:    9771/10000 (97.71%), error:       911.31451, best error:       743.35486 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 116.0735473633s, input_fired_time: 1.5496577024, output_fired_time: 1.3694144487, propagate_forward_time: 43.5373840332, propagate_backward_time: 66.6728897095, weight_update_time: 0.1489551365, other_time: 2.9441986084
epoch time: 9.4984941483s, input_fired_time: 0.1921803057, output_fired_time: 0.0000000000, propagate_forward_time: 8.7680320740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5382814407
validation[          , genome  7002] predictions:    9747/  10000 (97.47%), best:    9771/10000 (97.71%), error:       846.60846, best error:       743.35486 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 117.2474594116s, input_fired_time: 1.5740514994, output_fired_time: 1.3850833178, propagate_forward_time: 43.9502830505, propagate_backward_time: 67.3751449585, weight_update_time: 0.1502723545, other_time: 2.9628982544
epoch time: 9.1854028702s, input_fired_time: 0.1885118037, output_fired_time: 0.0000000000, propagate_forward_time: 8.4643115997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325794220
validation[          , genome  7002] predictions:    9762/  10000 (97.62%), best:    9771/10000 (97.71%), error:       780.61633, best error:       743.35486 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 116.7212600708s, input_fired_time: 1.5574195385, output_fired_time: 1.3785028458, propagate_forward_time: 43.8278694153, propagate_backward_time: 67.0006637573, weight_update_time: 0.1485141367, other_time: 2.9568099976
epoch time: 9.4669809341s, input_fired_time: 0.1943594664, output_fired_time: 0.0000000000, propagate_forward_time: 8.7318258286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407953262
validation[          , genome  7002] predictions:    9745/  10000 (97.45%), best:    9771/10000 (97.71%), error:       824.46680, best error:       743.35486 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 116.8578720093s, input_fired_time: 1.5618276596, output_fired_time: 1.3748093843, propagate_forward_time: 43.8505973816, propagate_backward_time: 67.1227035522, weight_update_time: 0.1485183239, other_time: 2.9479293823
epoch time: 9.4248409271s, input_fired_time: 0.1918981522, output_fired_time: 0.0000000000, propagate_forward_time: 8.7013950348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5315475464
validation[          , genome  7002] predictions:    9686/  10000 (96.86%), best:    9771/10000 (97.71%), error:      1015.51813, best error:       743.35486 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 116.2467498779s, input_fired_time: 1.5666017532, output_fired_time: 1.3805348873, propagate_forward_time: 43.5757942200, propagate_backward_time: 66.7809600830, weight_update_time: 0.1492373347, other_time: 2.9428558350
epoch time: 9.2290401459s, input_fired_time: 0.1903207749, output_fired_time: 0.0000000000, propagate_forward_time: 8.5067968369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319223404
validation[          , genome  7002] predictions:    9729/  10000 (97.29%), best:    9771/10000 (97.71%), error:       862.10864, best error:       743.35486 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 116.8591613770s, input_fired_time: 1.5624905825, output_fired_time: 1.3768079281, propagate_forward_time: 43.7518844604, propagate_backward_time: 67.2252044678, weight_update_time: 0.1488373429, other_time: 2.9427719116
epoch time: 9.1415157318s, input_fired_time: 0.1890310943, output_fired_time: 0.0000000000, propagate_forward_time: 8.4009933472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5514917374
validation[          , genome  7002] predictions:    9750/  10000 (97.50%), best:    9771/10000 (97.71%), error:       861.24915, best error:       743.35486 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 114.9309997559s, input_fired_time: 1.5424765348, output_fired_time: 1.3575571775, propagate_forward_time: 43.0799522400, propagate_backward_time: 66.0319671631, weight_update_time: 0.1477766931, other_time: 2.9190521240
epoch time: 9.3153963089s, input_fired_time: 0.1904620677, output_fired_time: 0.0000000000, propagate_forward_time: 8.5893249512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5356092453
validation[          , genome  7002] predictions:    9756/  10000 (97.56%), best:    9771/10000 (97.71%), error:       802.08392, best error:       743.35486 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 172.5729827881s, input_fired_time: 1.9568203688, output_fired_time: 1.8285101652, propagate_forward_time: 64.9564056396, propagate_backward_time: 98.8353500366, weight_update_time: 0.1677628011, other_time: 4.9959030151
epoch time: 15.0785970688s, input_fired_time: 0.2243975103, output_fired_time: 0.0000000000, propagate_forward_time: 13.9995708466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8546285629
validation[          , genome  7002] predictions:    9656/  10000 (96.56%), best:    9771/10000 (97.71%), error:      1116.50537, best error:       743.35486 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 183.5983886719s, input_fired_time: 2.2344498634, output_fired_time: 2.3440225124, propagate_forward_time: 67.8182525635, propagate_backward_time: 106.6589736938, weight_update_time: 0.1704843342, other_time: 4.5426864624
epoch time: 15.0300703049s, input_fired_time: 0.2205896229, output_fired_time: 0.0000000000, propagate_forward_time: 13.9579849243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8514957428
validation[          , genome  7002] predictions:    9750/  10000 (97.50%), best:    9771/10000 (97.71%), error:       864.71802, best error:       743.35486 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 182.2696990967s, input_fired_time: 1.9694004059, output_fired_time: 2.3384897709, propagate_forward_time: 68.7458190918, propagate_backward_time: 105.1979370117, weight_update_time: 0.1693237722, other_time: 4.0180511475
epoch time: 14.8961429596s, input_fired_time: 0.4659258127, output_fired_time: 0.0000000000, propagate_forward_time: 13.5780944824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8521223068
validation[          , genome  7002] predictions:    9735/  10000 (97.35%), best:    9771/10000 (97.71%), error:       910.90204, best error:       743.35486 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 183.4647216797s, input_fired_time: 2.2388246059, output_fired_time: 2.0978593826, propagate_forward_time: 68.2090377808, propagate_backward_time: 105.6518325806, weight_update_time: 0.6689874530, other_time: 5.2671661377
epoch time: 14.9723958969s, input_fired_time: 0.2175306082, output_fired_time: 0.0000000000, propagate_forward_time: 13.1562738419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5985918045
validation[          , genome  7002] predictions:    9768/  10000 (97.68%), best:    9771/10000 (97.71%), error:       814.08398, best error:       743.35486 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 184.0393524170s, input_fired_time: 1.9870309830, output_fired_time: 2.8630537987, propagate_forward_time: 70.1845169067, propagate_backward_time: 104.9588775635, weight_update_time: 0.1771166772, other_time: 4.0458755493
epoch time: 14.9548225403s, input_fired_time: 0.2180371284, output_fired_time: 0.0000000000, propagate_forward_time: 13.6292762756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1075096130
validation[          , genome  7002] predictions:    9706/  10000 (97.06%), best:    9771/10000 (97.71%), error:       934.75653, best error:       743.35486 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 183.8227081299s, input_fired_time: 1.7454582453, output_fired_time: 2.8601465225, propagate_forward_time: 69.2488937378, propagate_backward_time: 105.1837768555, weight_update_time: 0.1705714911, other_time: 4.7844314575
epoch time: 15.4556550980s, input_fired_time: 0.2202209234, output_fired_time: 0.0000000000, propagate_forward_time: 14.6102943420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6251401901
validation[          , genome  7002] predictions:    9765/  10000 (97.65%), best:    9771/10000 (97.71%), error:       781.61652, best error:       743.35486 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 183.2304992676s, input_fired_time: 2.7462661266, output_fired_time: 2.0948278904, propagate_forward_time: 70.7412490845, propagate_backward_time: 103.5895309448, weight_update_time: 0.1699189395, other_time: 4.0586242676
epoch time: 14.9730615616s, input_fired_time: 0.4720238745, output_fired_time: 0.0000000000, propagate_forward_time: 13.6471242905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8539133072
validation[          , genome  7002] predictions:    9772/  10000 (97.72%), best:    9771/10000 (97.71%), error:       769.38727, best error:       743.35486 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 182.5259094238s, input_fired_time: 2.7252833843, output_fired_time: 1.8339915276, propagate_forward_time: 68.2995376587, propagate_backward_time: 105.1443328857, weight_update_time: 0.1698051840, other_time: 4.5227737427
epoch time: 14.8445138931s, input_fired_time: 0.2179065347, output_fired_time: 0.0000000000, propagate_forward_time: 14.0241670609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6024398804
validation[          , genome  7002] predictions:    9753/  10000 (97.53%), best:    9771/10000 (97.71%), error:       807.36304, best error:       743.35486 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 181.9844512939s, input_fired_time: 2.4957039356, output_fired_time: 2.0963292122, propagate_forward_time: 66.5220413208, propagate_backward_time: 106.8636856079, weight_update_time: 0.1712337285, other_time: 4.0066986084
epoch time: 14.6100521088s, input_fired_time: 0.7162730694, output_fired_time: 0.0000000000, propagate_forward_time: 13.2973546982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5964241028
validation[          , genome  7002] predictions:    9777/  10000 (97.77%), best:    9771/10000 (97.71%), error:       772.38757, best error:       743.35486 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 182.5782470703s, input_fired_time: 2.7309343815, output_fired_time: 2.8490962982, propagate_forward_time: 68.1192398071, propagate_backward_time: 104.5991897583, weight_update_time: 0.1696044654, other_time: 4.2797851563
epoch time: 15.0210037231s, input_fired_time: 0.2200366408, output_fired_time: 0.0000000000, propagate_forward_time: 13.9498424530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8511247635
validation[          , genome  7002] predictions:    9736/  10000 (97.36%), best:    9771/10000 (97.71%), error:       829.60504, best error:       743.35486 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 183.1633605957s, input_fired_time: 2.4834392071, output_fired_time: 1.6045039892, propagate_forward_time: 68.9360351563, propagate_backward_time: 105.8585662842, weight_update_time: 0.1713037789, other_time: 4.2808074951
epoch time: 14.9683570862s, input_fired_time: 0.2206782997, output_fired_time: 0.0000000000, propagate_forward_time: 14.1335897446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6140890121
validation[          , genome  7002] predictions:    9731/  10000 (97.31%), best:    9771/10000 (97.71%), error:       884.30353, best error:       743.35486 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 182.9082641602s, input_fired_time: 2.2256228924, output_fired_time: 2.1049025059, propagate_forward_time: 69.3255615234, propagate_backward_time: 105.2158279419, weight_update_time: 0.6710739136, other_time: 4.0363540649
epoch time: 14.8725519180s, input_fired_time: 0.2226132154, output_fired_time: 0.0000000000, propagate_forward_time: 14.0481281281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6018104553
validation[          , genome  7002] predictions:    9657/  10000 (96.57%), best:    9771/10000 (97.71%), error:      1173.29309, best error:       743.35486 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 182.4624023438s, input_fired_time: 2.4706909657, output_fired_time: 2.6026899815, propagate_forward_time: 66.2730178833, propagate_backward_time: 105.8440780640, weight_update_time: 0.1705350280, other_time: 5.2719268799
epoch time: 14.9835252762s, input_fired_time: 0.7218438387, output_fired_time: 0.0000000000, propagate_forward_time: 13.6612586975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6004228592
validation[          , genome  7002] predictions:    9726/  10000 (97.26%), best:    9771/10000 (97.71%), error:       897.61206, best error:       743.35486 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 182.5426177979s, input_fired_time: 1.7240363359, output_fired_time: 2.8495311737, propagate_forward_time: 69.1318283081, propagate_backward_time: 104.8124542236, weight_update_time: 0.1696423441, other_time: 4.0247726440
epoch time: 14.8808126450s, input_fired_time: 0.2166656405, output_fired_time: 0.0000000000, propagate_forward_time: 14.0674734116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5966739655
validation[          , genome  7002] predictions:    9746/  10000 (97.46%), best:    9771/10000 (97.71%), error:       862.48694, best error:       743.35486 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 183.7064361572s, input_fired_time: 3.2322175503, output_fired_time: 2.1037585735, propagate_forward_time: 68.9351043701, propagate_backward_time: 105.3902587891, weight_update_time: 0.1721979827, other_time: 4.0450897217
epoch time: 14.8577346802s, input_fired_time: 0.2243631035, output_fired_time: 0.0000000000, propagate_forward_time: 14.0365390778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5968322754
validation[          , genome  7002] predictions:    9722/  10000 (97.22%), best:    9771/10000 (97.71%), error:       911.05267, best error:       743.35486 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 183.3804016113s, input_fired_time: 2.2433297634, output_fired_time: 1.5998653173, propagate_forward_time: 69.7612228394, propagate_backward_time: 104.7493515015, weight_update_time: 0.1698559821, other_time: 5.0266265869
epoch time: 14.5013036728s, input_fired_time: 0.2198020220, output_fired_time: 0.0000000000, propagate_forward_time: 13.6825714111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5989303589
validation[          , genome  7002] predictions:    9688/  10000 (96.88%), best:    9771/10000 (97.71%), error:      1006.05933, best error:       743.35486 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 174.9335784912s, input_fired_time: 2.6783990860, output_fired_time: 1.7826293707, propagate_forward_time: 67.8715133667, propagate_backward_time: 98.6650009155, weight_update_time: 0.4144172370, other_time: 3.9360351563
epoch time: 14.1927652359s, input_fired_time: 0.2117310464, output_fired_time: 0.0000000000, propagate_forward_time: 13.3985061646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5825281143
validation[          , genome  7002] predictions:    9744/  10000 (97.44%), best:    9771/10000 (97.71%), error:       829.15845, best error:       743.35486 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 173.9121551514s, input_fired_time: 2.6770975590, output_fired_time: 2.2746319771, propagate_forward_time: 65.7865753174, propagate_backward_time: 98.5004577637, weight_update_time: 0.1643677503, other_time: 4.6734008789
epoch time: 14.2259483337s, input_fired_time: 0.4620023370, output_fired_time: 0.0000000000, propagate_forward_time: 12.9307041168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8332414627
validation[          , genome  7002] predictions:    9772/  10000 (97.72%), best:    9771/10000 (97.71%), error:       774.26385, best error:       743.35486 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 172.7481231689s, input_fired_time: 3.6613044739, output_fired_time: 2.2606561184, propagate_forward_time: 65.3918151855, propagate_backward_time: 96.7620773315, weight_update_time: 0.1634320170, other_time: 4.6722793579
epoch time: 14.0145025253s, input_fired_time: 0.4589939117, output_fired_time: 0.0000000000, propagate_forward_time: 12.7284679413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8270406723
validation[          , genome  7002] predictions:    9712/  10000 (97.12%), best:    9771/10000 (97.71%), error:       904.80927, best error:       743.35486 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 173.4711914063s, input_fired_time: 2.4214234352, output_fired_time: 1.7766038179, propagate_forward_time: 66.7200012207, propagate_backward_time: 98.6514892578, weight_update_time: 0.1631324291, other_time: 3.9016723633
epoch time: 14.1711816788s, input_fired_time: 0.2112757415, output_fired_time: 0.0000000000, propagate_forward_time: 13.3754844666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5844211578
validation[          , genome  7002] predictions:    9730/  10000 (97.30%), best:    9771/10000 (97.71%), error:       904.83307, best error:       743.35486 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: 71.3319015503s, input_fired_time: 1.5592678785, output_fired_time: 0.0000000000, propagate_forward_time: 65.7722091675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0004272461
best training[          , genome  7002] predictions:   49572/  50000 (99.14%), best:    9771/10000 (97.71%), error:      1650.06580, best error:       743.35486 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: 14.4806575775s, input_fired_time: 0.2105566859, output_fired_time: 0.0000000000, propagate_forward_time: 13.6793937683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5907068253
   testing[          , genome  7002] predictions:    9786/  10000 (97.86%), best:    9771/10000 (97.71%), error:       704.36517, best error:       743.35486 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:59:11 (5152): called boinc_finish(0)

</stderr_txt>
]]>