Nameexact_genome_1512568488_41_7043_1
Workunit2606515
Created7 Dec 2017, 23:35:07 UTC
Sent7 Dec 2017, 23:38:38 UTC
Report deadline16 Dec 2017, 2:50:04 UTC
Received8 Dec 2017, 15:31:55 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55826
Run time4 hours 51 min 34 sec
CPU time4 hours 46 min 27 sec
Validate stateValid
Credit2,033.24
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.48 MB
Peak swap size152.22 MB
Peak disk usage1.12 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
24, weight_update_time: 0.1519414186, other_time: 7.8365783691
epoch time: 13.4524221420s, input_fired_time: 0.1665969491, output_fired_time: 0.0000000000, propagate_forward_time: 11.7473678589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5384569168
validation[          , genome  7043] predictions:    9660/  10000 (96.60%), best:    9695/10000 (96.95%), error:      1107.20435, best error:       986.13049 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 157.0303344727s, input_fired_time: 1.5039229393, output_fired_time: 0.9622731805, propagate_forward_time: 58.5893821716, propagate_backward_time: 87.9081726074, weight_update_time: 0.1510595232, other_time: 8.0665740967
epoch time: 13.4082775116s, input_fired_time: 0.1658286005, output_fired_time: 0.0000000000, propagate_forward_time: 11.7466259003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4958229065
validation[          , genome  7043] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       927.11420, best error:       927.11420 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 158.2931518555s, input_fired_time: 1.5305886269, output_fired_time: 0.9812319279, propagate_forward_time: 59.3266029358, propagate_backward_time: 88.6067886353, weight_update_time: 0.1531856209, other_time: 7.8479385376
epoch time: 13.4393987656s, input_fired_time: 0.1673759967, output_fired_time: 0.0000000000, propagate_forward_time: 11.7803697586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4916534424
validation[          , genome  7043] predictions:    9661/  10000 (96.61%), best:    9718/10000 (97.18%), error:      1147.18921, best error:       927.11420 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 158.4399108887s, input_fired_time: 1.5379689932, output_fired_time: 1.0299555063, propagate_forward_time: 59.4078903198, propagate_backward_time: 88.5984191895, weight_update_time: 0.1530263424, other_time: 7.8656845093
epoch time: 13.6751327515s, input_fired_time: 0.1680687368, output_fired_time: 0.0000000000, propagate_forward_time: 11.9861278534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5209360123
validation[          , genome  7043] predictions:    9686/  10000 (96.86%), best:    9718/10000 (97.18%), error:      1025.43848, best error:       927.11420 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 158.6510620117s, input_fired_time: 1.5298974514, output_fired_time: 1.0149558783, propagate_forward_time: 59.5685348511, propagate_backward_time: 88.7123947144, weight_update_time: 0.1532989889, other_time: 7.8252868652
epoch time: 13.5786838531s, input_fired_time: 0.1678880304, output_fired_time: 0.0000000000, propagate_forward_time: 11.9004917145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5103044510
validation[          , genome  7043] predictions:    9511/  10000 (95.11%), best:    9718/10000 (97.18%), error:      1513.11584, best error:       927.11420 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 158.9875640869s, input_fired_time: 1.5509601831, output_fired_time: 1.0076559782, propagate_forward_time: 59.4622535706, propagate_backward_time: 89.0536041260, weight_update_time: 0.1586674750, other_time: 7.9130859375
epoch time: 13.5193090439s, input_fired_time: 0.1694090068, output_fired_time: 0.0000000000, propagate_forward_time: 11.8490085602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5008916855
validation[          , genome  7043] predictions:    9655/  10000 (96.55%), best:    9718/10000 (97.18%), error:      1217.98083, best error:       927.11420 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 158.5403289795s, input_fired_time: 1.5641587973, output_fired_time: 0.9833790064, propagate_forward_time: 59.8560485840, propagate_backward_time: 88.2863388062, weight_update_time: 0.1525125206, other_time: 7.8503952026
epoch time: 13.5315618515s, input_fired_time: 0.1700386852, output_fired_time: 0.0000000000, propagate_forward_time: 11.7594947815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6020288467
validation[          , genome  7043] predictions:    9690/  10000 (96.90%), best:    9718/10000 (97.18%), error:      1056.26025, best error:       927.11420 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 159.1107635498s, input_fired_time: 1.5477370024, output_fired_time: 0.9811579585, propagate_forward_time: 59.7246475220, propagate_backward_time: 89.0006027222, weight_update_time: 0.1689692140, other_time: 7.8566284180
epoch time: 13.6296358109s, input_fired_time: 0.1696772575, output_fired_time: 0.0000000000, propagate_forward_time: 11.9275560379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5324029922
validation[          , genome  7043] predictions:    9566/  10000 (95.66%), best:    9718/10000 (97.18%), error:      1394.65845, best error:       927.11420 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 158.3397979736s, input_fired_time: 1.5562394857, output_fired_time: 0.9896475673, propagate_forward_time: 59.6935005188, propagate_backward_time: 88.3123931885, weight_update_time: 0.1523243636, other_time: 7.7880096436
epoch time: 13.5937089920s, input_fired_time: 0.1985743195, output_fired_time: 0.0000000000, propagate_forward_time: 11.8945493698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5005855560
validation[          , genome  7043] predictions:    9700/  10000 (97.00%), best:    9718/10000 (97.18%), error:      1076.38989, best error:       927.11420 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 158.4134216309s, input_fired_time: 1.5377771854, output_fired_time: 0.9840138555, propagate_forward_time: 59.4722938538, propagate_backward_time: 88.6228790283, weight_update_time: 0.1533998847, other_time: 7.7964630127
epoch time: 13.7401905060s, input_fired_time: 0.1700290889, output_fired_time: 0.0000000000, propagate_forward_time: 12.0638113022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5063505173
validation[          , genome  7043] predictions:    9635/  10000 (96.35%), best:    9718/10000 (97.18%), error:      1184.41553, best error:       927.11420 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 158.6161041260s, input_fired_time: 1.5532305241, output_fired_time: 0.9886027575, propagate_forward_time: 59.5644721985, propagate_backward_time: 88.6805419922, weight_update_time: 0.1524205804, other_time: 7.8292541504
epoch time: 13.4965114594s, input_fired_time: 0.1676934958, output_fired_time: 0.0000000000, propagate_forward_time: 11.8085517883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5202665329
validation[          , genome  7043] predictions:    9593/  10000 (95.93%), best:    9718/10000 (97.18%), error:      1348.32471, best error:       927.11420 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 158.6166381836s, input_fired_time: 1.5770530701, output_fired_time: 0.9860019088, propagate_forward_time: 59.3385505676, propagate_backward_time: 88.8446960449, weight_update_time: 0.1527461410, other_time: 7.8703308105
epoch time: 13.7505722046s, input_fired_time: 0.1691661775, output_fired_time: 0.0000000000, propagate_forward_time: 12.0400590897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5413465500
validation[          , genome  7043] predictions:    9609/  10000 (96.09%), best:    9718/10000 (97.18%), error:      1266.60437, best error:       927.11420 on epoch:    15, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 158.5398101807s, input_fired_time: 1.5359117985, output_fired_time: 0.9757768512, propagate_forward_time: 59.2743568420, propagate_backward_time: 88.9224624634, weight_update_time: 0.1529492438, other_time: 7.8312911987
epoch time: 13.6900129318s, input_fired_time: 0.1694906205, output_fired_time: 0.0000000000, propagate_forward_time: 12.0059852600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5145368576
validation[          , genome  7043] predictions:    9692/  10000 (96.92%), best:    9718/10000 (97.18%), error:      1057.84106, best error:       927.11420 on epoch:    15, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 160.5562438965s, input_fired_time: 1.5736502409, output_fired_time: 0.9869231582, propagate_forward_time: 60.0909118652, propagate_backward_time: 89.8120422363, weight_update_time: 0.1569132805, other_time: 8.0927124023
epoch time: 14.6835603714s, input_fired_time: 0.1804157794, output_fired_time: 0.0000000000, propagate_forward_time: 12.8342332840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6689109802
validation[          , genome  7043] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       834.18134, best error:       834.18134 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 161.5825042725s, input_fired_time: 1.5633662939, output_fired_time: 1.0165854692, propagate_forward_time: 60.4218826294, propagate_backward_time: 90.4576263428, weight_update_time: 0.1538516134, other_time: 8.1230392456
epoch time: 13.5997076035s, input_fired_time: 0.1705043912, output_fired_time: 0.0000000000, propagate_forward_time: 11.9168186188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5123844147
validation[          , genome  7043] predictions:    9682/  10000 (96.82%), best:    9731/10000 (97.31%), error:      1027.21704, best error:       834.18134 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 158.7108459473s, input_fired_time: 1.5888681412, output_fired_time: 1.0020884275, propagate_forward_time: 59.4006080627, propagate_backward_time: 88.8772583008, weight_update_time: 0.1779391915, other_time: 7.8420257568
epoch time: 13.6910839081s, input_fired_time: 0.1713062823, output_fired_time: 0.0000000000, propagate_forward_time: 11.9928150177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5269622803
validation[          , genome  7043] predictions:    9697/  10000 (96.97%), best:    9731/10000 (97.31%), error:       967.36530, best error:       834.18134 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 158.2633819580s, input_fired_time: 1.5449278355, output_fired_time: 0.9770656824, propagate_forward_time: 59.3572082520, propagate_backward_time: 88.6235351562, weight_update_time: 0.1522749215, other_time: 7.7606506348
epoch time: 13.7088317871s, input_fired_time: 0.1784932613, output_fired_time: 0.0000000000, propagate_forward_time: 12.0220975876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5082406998
validation[          , genome  7043] predictions:    9695/  10000 (96.95%), best:    9731/10000 (97.31%), error:       978.67334, best error:       834.18134 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 158.1851959229s, input_fired_time: 1.6145172119, output_fired_time: 0.9773133397, propagate_forward_time: 59.5722656250, propagate_backward_time: 88.2143783569, weight_update_time: 0.1524693072, other_time: 7.8067245483
epoch time: 13.6438875198s, input_fired_time: 0.1812927574, output_fired_time: 0.0000000000, propagate_forward_time: 11.9632854462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4993095398
validation[          , genome  7043] predictions:    9685/  10000 (96.85%), best:    9731/10000 (97.31%), error:       994.09869, best error:       834.18134 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 158.2826232910s, input_fired_time: 1.5701062679, output_fired_time: 0.9886252284, propagate_forward_time: 59.3299293518, propagate_backward_time: 88.4904174805, weight_update_time: 0.1562515646, other_time: 7.9035491943
epoch time: 13.5036993027s, input_fired_time: 0.1707523465, output_fired_time: 0.0000000000, propagate_forward_time: 11.8060598373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5268869400
validation[          , genome  7043] predictions:    9696/  10000 (96.96%), best:    9731/10000 (97.31%), error:      1031.37720, best error:       834.18134 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 158.7117767334s, input_fired_time: 1.5823591948, output_fired_time: 1.0111054182, propagate_forward_time: 59.6974029541, propagate_backward_time: 88.5399322510, weight_update_time: 0.1606667936, other_time: 7.8809814453
epoch time: 13.7119503021s, input_fired_time: 0.1741123050, output_fired_time: 0.0000000000, propagate_forward_time: 11.9852943420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5525436401
validation[          , genome  7043] predictions:    9747/  10000 (97.47%), best:    9731/10000 (97.31%), error:       840.26569, best error:       834.18134 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 158.7425689697s, input_fired_time: 1.5632863045, output_fired_time: 0.9749364257, propagate_forward_time: 59.7693061829, propagate_backward_time: 88.6584777832, weight_update_time: 0.1526575834, other_time: 7.7765655518
epoch time: 13.5882558823s, input_fired_time: 0.1711825579, output_fired_time: 0.0000000000, propagate_forward_time: 11.9212551117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4958181381
validation[          , genome  7043] predictions:    9718/  10000 (97.18%), best:    9731/10000 (97.31%), error:       940.96820, best error:       834.18134 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 157.9457244873s, input_fired_time: 1.5458685160, output_fired_time: 0.9865009785, propagate_forward_time: 59.2301559448, propagate_backward_time: 88.3287887573, weight_update_time: 0.1563112438, other_time: 7.8544158936
epoch time: 13.5487575531s, input_fired_time: 0.1713986397, output_fired_time: 0.0000000000, propagate_forward_time: 11.8697404861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5076189041
validation[          , genome  7043] predictions:    9741/  10000 (97.41%), best:    9731/10000 (97.31%), error:       845.21545, best error:       834.18134 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 158.6717224121s, input_fired_time: 1.5760804415, output_fired_time: 0.9839820862, propagate_forward_time: 59.5104598999, propagate_backward_time: 88.7365264893, weight_update_time: 0.1526340693, other_time: 7.8646774292
epoch time: 13.5835170746s, input_fired_time: 0.2654927075, output_fired_time: 0.0000000000, propagate_forward_time: 11.8279495239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4900751114
validation[          , genome  7043] predictions:    9738/  10000 (97.38%), best:    9731/10000 (97.31%), error:       855.35529, best error:       834.18134 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 158.9291381836s, input_fired_time: 1.5654600859, output_fired_time: 0.9864532948, propagate_forward_time: 59.7713432312, propagate_backward_time: 88.6742630005, weight_update_time: 0.1526501179, other_time: 7.9316177368
epoch time: 13.7007627487s, input_fired_time: 0.1759750247, output_fired_time: 0.0000000000, propagate_forward_time: 11.9592418671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5655460358
validation[          , genome  7043] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       817.55750, best error:       817.55750 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 158.3050689697s, input_fired_time: 1.6094748974, output_fired_time: 0.9774447680, propagate_forward_time: 59.6287078857, propagate_backward_time: 88.2772140503, weight_update_time: 0.1523281038, other_time: 7.8122177124
epoch time: 13.6707248688s, input_fired_time: 0.1717065871, output_fired_time: 0.0000000000, propagate_forward_time: 12.0043554306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4946632385
validation[          , genome  7043] predictions:    9680/  10000 (96.80%), best:    9765/10000 (97.65%), error:      1066.65527, best error:       817.55750 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 159.4696960449s, input_fired_time: 1.5633002520, output_fired_time: 0.9974575639, propagate_forward_time: 59.6085510254, propagate_backward_time: 89.4115600586, weight_update_time: 0.1525890082, other_time: 7.8888397217
epoch time: 13.4989194870s, input_fired_time: 0.1789292246, output_fired_time: 0.0000000000, propagate_forward_time: 11.8380298615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4819602966
validation[          , genome  7043] predictions:    9717/  10000 (97.17%), best:    9765/10000 (97.65%), error:       880.89777, best error:       817.55750 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 158.3255920410s, input_fired_time: 1.5782475471, output_fired_time: 0.9951395988, propagate_forward_time: 59.5133628845, propagate_backward_time: 88.3003158569, weight_update_time: 0.1614895612, other_time: 7.9385299683
epoch time: 13.6052436829s, input_fired_time: 0.1723433137, output_fired_time: 0.0000000000, propagate_forward_time: 11.8951444626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5377559662
validation[          , genome  7043] predictions:    9732/  10000 (97.32%), best:    9765/10000 (97.65%), error:       869.44165, best error:       817.55750 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 159.0032653809s, input_fired_time: 1.5732370615, output_fired_time: 0.9771841168, propagate_forward_time: 59.6923408508, propagate_backward_time: 88.9025878906, weight_update_time: 0.1524967998, other_time: 7.8579101562
epoch time: 13.4467620850s, input_fired_time: 0.1673095524, output_fired_time: 0.0000000000, propagate_forward_time: 11.7831544876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4962978363
validation[          , genome  7043] predictions:    9716/  10000 (97.16%), best:    9765/10000 (97.65%), error:       934.53870, best error:       817.55750 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 158.5796051025s, input_fired_time: 1.6791436672, output_fired_time: 0.9910874963, propagate_forward_time: 59.5373649597, propagate_backward_time: 88.5694580078, weight_update_time: 0.1673225909, other_time: 7.8025512695
epoch time: 13.5827293396s, input_fired_time: 0.1716971248, output_fired_time: 0.0000000000, propagate_forward_time: 11.9078664780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5031661987
validation[          , genome  7043] predictions:    9658/  10000 (96.58%), best:    9765/10000 (97.65%), error:      1132.60278, best error:       817.55750 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 158.5386199951s, input_fired_time: 1.5424475670, output_fired_time: 0.9832927585, propagate_forward_time: 59.1719245911, propagate_backward_time: 88.9523925781, weight_update_time: 0.1530966908, other_time: 7.8885650635
epoch time: 13.7052268982s, input_fired_time: 0.1714863926, output_fired_time: 0.0000000000, propagate_forward_time: 12.0382938385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4954462051
validation[          , genome  7043] predictions:    9727/  10000 (97.27%), best:    9765/10000 (97.65%), error:       848.54791, best error:       817.55750 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 158.4395751953s, input_fired_time: 1.5936803818, output_fired_time: 0.9848519564, propagate_forward_time: 59.2869567871, propagate_backward_time: 88.7749481201, weight_update_time: 0.1568214297, other_time: 7.7991485596
epoch time: 13.4888544083s, input_fired_time: 0.1777897775, output_fired_time: 0.0000000000, propagate_forward_time: 11.8231468201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4879179001
validation[          , genome  7043] predictions:    9722/  10000 (97.22%), best:    9765/10000 (97.65%), error:       946.67133, best error:       817.55750 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 158.3252868652s, input_fired_time: 1.5669575930, output_fired_time: 0.9818086028, propagate_forward_time: 59.3165550232, propagate_backward_time: 88.5881881714, weight_update_time: 0.1534484476, other_time: 7.8717727661
epoch time: 13.7752466202s, input_fired_time: 0.1737694740, output_fired_time: 0.0000000000, propagate_forward_time: 12.0942420959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5072345734
validation[          , genome  7043] predictions:    9667/  10000 (96.67%), best:    9765/10000 (97.65%), error:      1083.73694, best error:       817.55750 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 158.0596160889s, input_fired_time: 1.6187982559, output_fired_time: 0.9719871879, propagate_forward_time: 59.0964202881, propagate_backward_time: 88.6090698242, weight_update_time: 0.1515828520, other_time: 7.7633361816
epoch time: 13.8561887741s, input_fired_time: 0.2208937109, output_fired_time: 0.0000000000, propagate_forward_time: 12.1272563934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5080385208
validation[          , genome  7043] predictions:    9706/  10000 (97.06%), best:    9765/10000 (97.65%), error:       950.34393, best error:       817.55750 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 158.7470550537s, input_fired_time: 1.6646339893, output_fired_time: 1.0451617241, propagate_forward_time: 59.2932052612, propagate_backward_time: 88.8246917725, weight_update_time: 0.1532345265, other_time: 7.9193649292
epoch time: 13.5975799561s, input_fired_time: 0.1777266860, output_fired_time: 0.0000000000, propagate_forward_time: 11.8942832947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5255699158
validation[          , genome  7043] predictions:    9726/  10000 (97.26%), best:    9765/10000 (97.65%), error:       857.95807, best error:       817.55750 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 158.8156127930s, input_fired_time: 1.5544195175, output_fired_time: 1.0398398638, propagate_forward_time: 59.3303375244, propagate_backward_time: 89.1041030884, weight_update_time: 0.1529535949, other_time: 7.7869186401
epoch time: 13.5837392807s, input_fired_time: 0.1724906266, output_fired_time: 0.0000000000, propagate_forward_time: 11.9235706329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4876775742
validation[          , genome  7043] predictions:    9700/  10000 (97.00%), best:    9765/10000 (97.65%), error:       959.00708, best error:       817.55750 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 159.1454925537s, input_fired_time: 1.5708065033, output_fired_time: 0.9859117866, propagate_forward_time: 59.7476959229, propagate_backward_time: 88.9141998291, weight_update_time: 0.1524096876, other_time: 7.9268798828
epoch time: 13.6730775833s, input_fired_time: 0.1731749773, output_fired_time: 0.0000000000, propagate_forward_time: 11.9894638062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5104389191
validation[          , genome  7043] predictions:    9753/  10000 (97.53%), best:    9765/10000 (97.65%), error:       858.79272, best error:       817.55750 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 159.0677337646s, input_fired_time: 1.6320437193, output_fired_time: 0.9764600396, propagate_forward_time: 59.9463882446, propagate_backward_time: 88.5939636230, weight_update_time: 0.1775437146, other_time: 7.9188766479
epoch time: 13.4920406342s, input_fired_time: 0.1709819734, output_fired_time: 0.0000000000, propagate_forward_time: 11.8048095703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5162487030
validation[          , genome  7043] predictions:    9752/  10000 (97.52%), best:    9765/10000 (97.65%), error:       846.02966, best error:       817.55750 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 159.0980224609s, input_fired_time: 1.5997121334, output_fired_time: 0.9834426045, propagate_forward_time: 59.5678749084, propagate_backward_time: 88.9126434326, weight_update_time: 0.1538208425, other_time: 8.0343475342
epoch time: 13.5270061493s, input_fired_time: 0.1734735966, output_fired_time: 0.0000000000, propagate_forward_time: 11.8170261383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5365066528
validation[          , genome  7043] predictions:    9731/  10000 (97.31%), best:    9765/10000 (97.65%), error:       905.56183, best error:       817.55750 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 159.4140319824s, input_fired_time: 1.5673195124, output_fired_time: 1.0171248913, propagate_forward_time: 59.7788162231, propagate_backward_time: 89.2527999878, weight_update_time: 0.1523106247, other_time: 7.7979736328
epoch time: 13.5591115952s, input_fired_time: 0.1722296476, output_fired_time: 0.0000000000, propagate_forward_time: 11.8765134811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5103683472
validation[          , genome  7043] predictions:    9732/  10000 (97.32%), best:    9765/10000 (97.65%), error:       897.69885, best error:       817.55750 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 158.2195892334s, input_fired_time: 1.5855733156, output_fired_time: 0.9798949957, propagate_forward_time: 59.4378662109, propagate_backward_time: 88.4041595459, weight_update_time: 0.1525213569, other_time: 7.8121032715
epoch time: 13.6989307404s, input_fired_time: 0.2018995285, output_fired_time: 0.0000000000, propagate_forward_time: 11.9857645035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5112667084
validation[          , genome  7043] predictions:    9727/  10000 (97.27%), best:    9765/10000 (97.65%), error:       840.59753, best error:       817.55750 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 159.7690124512s, input_fired_time: 1.6518216133, output_fired_time: 0.9920789003, propagate_forward_time: 59.8966293335, propagate_backward_time: 89.3660202026, weight_update_time: 0.1522960216, other_time: 7.8624572754
epoch time: 13.7498826981s, input_fired_time: 0.1721748561, output_fired_time: 0.0000000000, propagate_forward_time: 12.0332355499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5444726944
validation[          , genome  7043] predictions:    9704/  10000 (97.04%), best:    9765/10000 (97.65%), error:       961.34357, best error:       817.55750 on epoch:    37, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 158.5754089355s, input_fired_time: 1.5615741014, output_fired_time: 0.9953497648, propagate_forward_time: 59.4343338013, propagate_backward_time: 88.6867828369, weight_update_time: 0.1529839039, other_time: 7.8973770142
epoch time: 13.5489521027s, input_fired_time: 0.1772782207, output_fired_time: 0.0000000000, propagate_forward_time: 11.8495683670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5221052170
validation[          , genome  7043] predictions:    9734/  10000 (97.34%), best:    9765/10000 (97.65%), error:       846.59790, best error:       817.55750 on epoch:    37, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 158.5325317383s, input_fired_time: 1.5864516497, output_fired_time: 0.9915641546, propagate_forward_time: 59.5475234985, propagate_backward_time: 88.5549621582, weight_update_time: 0.1562077105, other_time: 7.8520278931
epoch time: 13.5442667007s, input_fired_time: 0.1755742729, output_fired_time: 0.0000000000, propagate_forward_time: 11.8741397858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4945526123
validation[          , genome  7043] predictions:    9738/  10000 (97.38%), best:    9765/10000 (97.65%), error:       869.63806, best error:       817.55750 on epoch:    37, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 158.5601654053s, input_fired_time: 1.5702987909, output_fired_time: 1.0058100224, propagate_forward_time: 59.3829765320, propagate_backward_time: 88.8011398315, weight_update_time: 0.1536144316, other_time: 7.7999343872
epoch time: 13.5531740189s, input_fired_time: 0.1764569730, output_fired_time: 0.0000000000, propagate_forward_time: 11.8676204681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5090961456
validation[          , genome  7043] predictions:    9734/  10000 (97.34%), best:    9765/10000 (97.65%), error:       887.41467, best error:       817.55750 on epoch:    37, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 158.7731628418s, input_fired_time: 1.5768929720, output_fired_time: 0.9896064401, propagate_forward_time: 59.5545806885, propagate_backward_time: 88.7989044189, weight_update_time: 0.1554274708, other_time: 7.8531799316
epoch time: 13.6172657013s, input_fired_time: 0.1761185229, output_fired_time: 0.0000000000, propagate_forward_time: 11.8964958191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5446510315
validation[          , genome  7043] predictions:    9728/  10000 (97.28%), best:    9765/10000 (97.65%), error:       896.32880, best error:       817.55750 on epoch:    37, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 157.9047851562s, input_fired_time: 1.5667403936, output_fired_time: 0.9794079065, propagate_forward_time: 59.1601028442, propagate_backward_time: 88.4121856689, weight_update_time: 0.1526811570, other_time: 7.7863540649
epoch time: 13.5820484161s, input_fired_time: 0.1782158017, output_fired_time: 0.0000000000, propagate_forward_time: 11.9136600494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4901723862
validation[          , genome  7043] predictions:    9704/  10000 (97.04%), best:    9765/10000 (97.65%), error:       949.17950, best error:       817.55750 on epoch:    37, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 158.5792846680s, input_fired_time: 1.5693403482, output_fired_time: 0.9786666632, propagate_forward_time: 59.3840789795, propagate_backward_time: 88.8661346436, weight_update_time: 0.1528586447, other_time: 7.7810668945
epoch time: 13.5669012070s, input_fired_time: 0.1739480346, output_fired_time: 0.0000000000, propagate_forward_time: 11.8527059555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5402469635
validation[          , genome  7043] predictions:    9745/  10000 (97.45%), best:    9765/10000 (97.65%), error:       859.04584, best error:       817.55750 on epoch:    37, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 160.1882476807s, input_fired_time: 1.6133239269, output_fired_time: 1.0137618780, propagate_forward_time: 60.1249923706, propagate_backward_time: 89.5279769897, weight_update_time: 0.1528062075, other_time: 7.9081878662
epoch time: 13.6362390518s, input_fired_time: 0.1768743396, output_fired_time: 0.0000000000, propagate_forward_time: 11.9360170364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5233478546
validation[          , genome  7043] predictions:    9745/  10000 (97.45%), best:    9765/10000 (97.65%), error:       857.15851, best error:       817.55750 on epoch:    37, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 158.6197662354s, input_fired_time: 1.5772237778, output_fired_time: 0.9857919216, propagate_forward_time: 59.5812988281, propagate_backward_time: 88.6491622925, weight_update_time: 0.1530161053, other_time: 7.8262863159
epoch time: 13.5696535110s, input_fired_time: 0.1835415214, output_fired_time: 0.0000000000, propagate_forward_time: 11.8760395050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5100727081
validation[          , genome  7043] predictions:    9742/  10000 (97.42%), best:    9765/10000 (97.65%), error:       843.01282, best error:       817.55750 on epoch:    37, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 159.0563049316s, input_fired_time: 1.5834250450, output_fired_time: 0.9928005338, propagate_forward_time: 59.5701446533, propagate_backward_time: 88.9843444824, weight_update_time: 0.1571008116, other_time: 7.9255981445
epoch time: 13.5831079483s, input_fired_time: 0.1838956773, output_fired_time: 0.0000000000, propagate_forward_time: 11.9033946991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4958171844
validation[          , genome  7043] predictions:    9750/  10000 (97.50%), best:    9765/10000 (97.65%), error:       841.89270, best error:       817.55750 on epoch:    37, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 158.7809143066s, input_fired_time: 1.5973471403, output_fired_time: 0.9886660576, propagate_forward_time: 59.5212783813, propagate_backward_time: 88.8487854004, weight_update_time: 0.1532107294, other_time: 7.8248367310
epoch time: 13.5926399231s, input_fired_time: 0.1763291657, output_fired_time: 0.0000000000, propagate_forward_time: 11.8399143219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5763959885
validation[          , genome  7043] predictions:    9731/  10000 (97.31%), best:    9765/10000 (97.65%), error:       899.50836, best error:       817.55750 on epoch:    37, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 159.0238342285s, input_fired_time: 1.5711823702, output_fired_time: 0.9931253791, propagate_forward_time: 59.7458343506, propagate_backward_time: 88.9086380005, weight_update_time: 0.1525629759, other_time: 7.8050613403
epoch time: 13.6651582718s, input_fired_time: 0.1769767404, output_fired_time: 0.0000000000, propagate_forward_time: 11.9683074951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5198736191
validation[          , genome  7043] predictions:    9697/  10000 (96.97%), best:    9765/10000 (97.65%), error:      1014.72888, best error:       817.55750 on epoch:    37, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 158.6518554688s, input_fired_time: 1.5797418356, output_fired_time: 0.9720016122, propagate_forward_time: 59.4685058594, propagate_backward_time: 88.7286148071, weight_update_time: 0.1636573374, other_time: 7.9029922485
epoch time: 13.6567907333s, input_fired_time: 0.1753051281, output_fired_time: 0.0000000000, propagate_forward_time: 11.9934749603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4880104065
validation[          , genome  7043] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       797.10718, best error:       797.10718 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 158.1813964844s, input_fired_time: 1.5778765678, output_fired_time: 0.9780463576, propagate_forward_time: 59.2459411621, propagate_backward_time: 88.6113052368, weight_update_time: 0.1597940177, other_time: 7.7682266235
epoch time: 13.4651403427s, input_fired_time: 0.1711179763, output_fired_time: 0.0000000000, propagate_forward_time: 11.7879619598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5060606003
validation[          , genome  7043] predictions:    9733/  10000 (97.33%), best:    9761/10000 (97.61%), error:       913.68018, best error:       797.10718 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 158.4940032959s, input_fired_time: 1.5676186085, output_fired_time: 0.9900827408, propagate_forward_time: 59.0753517151, propagate_backward_time: 88.9698410034, weight_update_time: 0.1524965763, other_time: 7.8911209106
epoch time: 13.5002870560s, input_fired_time: 0.2165747285, output_fired_time: 0.0000000000, propagate_forward_time: 11.7880964279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4956159592
validation[          , genome  7043] predictions:    9732/  10000 (97.32%), best:    9761/10000 (97.61%), error:       875.05145, best error:       797.10718 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 158.9835662842s, input_fired_time: 1.6152124405, output_fired_time: 0.9943343401, propagate_forward_time: 59.3543434143, propagate_backward_time: 89.1645965576, weight_update_time: 0.1534046680, other_time: 7.8550720215
epoch time: 13.6264419556s, input_fired_time: 0.1849121898, output_fired_time: 0.0000000000, propagate_forward_time: 11.9340143204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5075159073
validation[          , genome  7043] predictions:    9737/  10000 (97.37%), best:    9761/10000 (97.61%), error:       859.77936, best error:       797.10718 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 158.7162933350s, input_fired_time: 1.5849200487, output_fired_time: 1.0048455000, propagate_forward_time: 59.3607826233, propagate_backward_time: 88.9301071167, weight_update_time: 0.1524167210, other_time: 7.8356399536
epoch time: 13.6069116592s, input_fired_time: 0.1745850146, output_fired_time: 0.0000000000, propagate_forward_time: 11.9248828888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5074434280
validation[          , genome  7043] predictions:    9712/  10000 (97.12%), best:    9761/10000 (97.61%), error:       954.33612, best error:       797.10718 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 159.3795776367s, input_fired_time: 1.5723147392, output_fired_time: 0.9968415499, propagate_forward_time: 59.8884391785, propagate_backward_time: 89.0240859985, weight_update_time: 0.1609264761, other_time: 7.8978958130
epoch time: 13.5271205902s, input_fired_time: 0.1829649061, output_fired_time: 0.0000000000, propagate_forward_time: 11.8383398056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5058155060
validation[          , genome  7043] predictions:    9750/  10000 (97.50%), best:    9761/10000 (97.61%), error:       831.06879, best error:       797.10718 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 158.5289459229s, input_fired_time: 1.5928269625, output_fired_time: 0.9901499748, propagate_forward_time: 59.3391647339, propagate_backward_time: 88.7522659302, weight_update_time: 0.1532296389, other_time: 7.8545379639
epoch time: 14.4594583511s, input_fired_time: 0.1806512624, output_fired_time: 0.0000000000, propagate_forward_time: 12.6841926575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5946140289
validation[          , genome  7043] predictions:    9720/  10000 (97.20%), best:    9761/10000 (97.61%), error:       951.53217, best error:       797.10718 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 159.3973236084s, input_fired_time: 1.5948007107, output_fired_time: 0.9924082160, propagate_forward_time: 60.0083122253, propagate_backward_time: 88.9568328857, weight_update_time: 0.1531295478, other_time: 7.8449707031
epoch time: 13.6533384323s, input_fired_time: 0.1854526848, output_fired_time: 0.0000000000, propagate_forward_time: 11.9237060547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5441799164
validation[          , genome  7043] predictions:    9733/  10000 (97.33%), best:    9761/10000 (97.61%), error:       880.00854, best error:       797.10718 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 158.8186950684s, input_fired_time: 1.6345511675, output_fired_time: 0.9930459261, propagate_forward_time: 59.1453971863, propagate_backward_time: 89.1809997559, weight_update_time: 0.1530651003, other_time: 7.8647003174
epoch time: 13.7431268692s, input_fired_time: 0.1820429116, output_fired_time: 0.0000000000, propagate_forward_time: 12.0524196625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5086641312
validation[          , genome  7043] predictions:    9742/  10000 (97.42%), best:    9761/10000 (97.61%), error:       881.77936, best error:       797.10718 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 158.7336730957s, input_fired_time: 1.5788395405, output_fired_time: 0.9789990187, propagate_forward_time: 59.3374137878, propagate_backward_time: 88.9952774048, weight_update_time: 0.1524111032, other_time: 7.8431320190
epoch time: 13.6623783112s, input_fired_time: 0.1773391366, output_fired_time: 0.0000000000, propagate_forward_time: 11.9703540802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5146846771
validation[          , genome  7043] predictions:    9727/  10000 (97.27%), best:    9761/10000 (97.61%), error:       901.87708, best error:       797.10718 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 158.8021850586s, input_fired_time: 1.5779066086, output_fired_time: 1.0315686464, propagate_forward_time: 59.6374778748, propagate_backward_time: 88.6829528809, weight_update_time: 0.1530864239, other_time: 7.8722686768
epoch time: 13.5728912354s, input_fired_time: 0.1761278510, output_fired_time: 0.0000000000, propagate_forward_time: 11.8461790085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5505847931
validation[          , genome  7043] predictions:    9735/  10000 (97.35%), best:    9761/10000 (97.61%), error:       836.31665, best error:       797.10718 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 158.9925384521s, input_fired_time: 1.5954002142, output_fired_time: 1.0170804262, propagate_forward_time: 59.5486640930, propagate_backward_time: 88.9840927124, weight_update_time: 0.1569998264, other_time: 7.8473129272
epoch time: 13.5335130692s, input_fired_time: 0.1736308783, output_fired_time: 0.0000000000, propagate_forward_time: 11.8605451584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4993371964
validation[          , genome  7043] predictions:    9735/  10000 (97.35%), best:    9761/10000 (97.61%), error:       857.43860, best error:       797.10718 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 158.7150726318s, input_fired_time: 1.5997644663, output_fired_time: 0.9866551757, propagate_forward_time: 59.7160415649, propagate_backward_time: 88.6362838745, weight_update_time: 0.1532398611, other_time: 7.7763366699
epoch time: 13.8690423965s, input_fired_time: 0.1924844384, output_fired_time: 0.0000000000, propagate_forward_time: 12.0551977158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6213598251
validation[          , genome  7043] predictions:    9745/  10000 (97.45%), best:    9761/10000 (97.61%), error:       838.26080, best error:       797.10718 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 159.4429779053s, input_fired_time: 1.6183459759, output_fired_time: 1.0150010586, propagate_forward_time: 59.6873435974, propagate_backward_time: 89.2200012207, weight_update_time: 0.1532340199, other_time: 7.9022827148
epoch time: 13.7205886841s, input_fired_time: 0.1790304631, output_fired_time: 0.0000000000, propagate_forward_time: 12.0210809708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5204772949
validation[          , genome  7043] predictions:    9733/  10000 (97.33%), best:    9761/10000 (97.61%), error:       900.53534, best error:       797.10718 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 159.2156829834s, input_fired_time: 1.6171883345, output_fired_time: 0.9768637419, propagate_forward_time: 59.8602943420, propagate_backward_time: 88.9391403198, weight_update_time: 0.1521737874, other_time: 7.8221969604
epoch time: 13.6806993484s, input_fired_time: 0.1819887310, output_fired_time: 0.0000000000, propagate_forward_time: 11.9400711060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5586395264
validation[          , genome  7043] predictions:    9747/  10000 (97.47%), best:    9761/10000 (97.61%), error:       834.85242, best error:       797.10718 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 158.7749633789s, input_fired_time: 1.5906383991, output_fired_time: 0.9786590934, propagate_forward_time: 59.4525032043, propagate_backward_time: 88.9711456299, weight_update_time: 0.1525388658, other_time: 7.7820281982
epoch time: 13.6200323105s, input_fired_time: 0.1847137213, output_fired_time: 0.0000000000, propagate_forward_time: 11.9338674545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5014514923
validation[          , genome  7043] predictions:    9754/  10000 (97.54%), best:    9761/10000 (97.61%), error:       820.70953, best error:       797.10718 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 158.6852874756s, input_fired_time: 1.5752583742, output_fired_time: 0.9817579985, propagate_forward_time: 59.3050765991, propagate_backward_time: 88.9832153320, weight_update_time: 0.1568831801, other_time: 7.8399887085
epoch time: 14.0371694565s, input_fired_time: 0.1792890429, output_fired_time: 0.0000000000, propagate_forward_time: 12.3150396347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5428409576
validation[          , genome  7043] predictions:    9751/  10000 (97.51%), best:    9761/10000 (97.61%), error:       832.26111, best error:       797.10718 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 159.2507324219s, input_fired_time: 1.5940363407, output_fired_time: 1.0069509745, propagate_forward_time: 59.6911430359, propagate_backward_time: 89.0409164429, weight_update_time: 0.1715898067, other_time: 7.9176712036
epoch time: 13.6760759354s, input_fired_time: 0.1785801649, output_fired_time: 0.0000000000, propagate_forward_time: 11.9880962372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5093994141
validation[          , genome  7043] predictions:    9734/  10000 (97.34%), best:    9761/10000 (97.61%), error:       867.65637, best error:       797.10718 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 159.3544464111s, input_fired_time: 1.6023290157, output_fired_time: 0.9894826412, propagate_forward_time: 59.6619186401, propagate_backward_time: 89.2491683960, weight_update_time: 0.1524657309, other_time: 7.8515472412
epoch time: 13.6259603500s, input_fired_time: 0.2028627694, output_fired_time: 0.0000000000, propagate_forward_time: 11.9180583954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5050392151
validation[          , genome  7043] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       777.42804, best error:       777.42804 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 158.6648101807s, input_fired_time: 1.6048283577, output_fired_time: 0.9906903505, propagate_forward_time: 59.3105049133, propagate_backward_time: 88.9751129150, weight_update_time: 0.1534808427, other_time: 7.7836761475
epoch time: 13.5353689194s, input_fired_time: 0.1737798154, output_fired_time: 0.0000000000, propagate_forward_time: 11.8469629288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5146265030
validation[          , genome  7043] predictions:    9731/  10000 (97.31%), best:    9768/10000 (97.68%), error:       847.77234, best error:       777.42804 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 159.2369842529s, input_fired_time: 1.6128460169, output_fired_time: 1.0009573698, propagate_forward_time: 59.9243049622, propagate_backward_time: 88.7783508301, weight_update_time: 0.1609199494, other_time: 7.9205322266
epoch time: 13.6648416519s, input_fired_time: 0.1780697554, output_fired_time: 0.0000000000, propagate_forward_time: 11.9907360077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4960355759
validation[          , genome  7043] predictions:    9719/  10000 (97.19%), best:    9768/10000 (97.68%), error:       924.81171, best error:       777.42804 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 159.2207946777s, input_fired_time: 1.6016479731, output_fired_time: 1.0429472923, propagate_forward_time: 59.7312088013, propagate_backward_time: 88.9865188599, weight_update_time: 0.1526877433, other_time: 7.8584594727
epoch time: 13.6282835007s, input_fired_time: 0.1785992086, output_fired_time: 0.0000000000, propagate_forward_time: 11.8464927673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6031913757
validation[          , genome  7043] predictions:    9760/  10000 (97.60%), best:    9768/10000 (97.68%), error:       814.16290, best error:       777.42804 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 159.0929870605s, input_fired_time: 1.5888358355, output_fired_time: 0.9806090593, propagate_forward_time: 59.7500648499, propagate_backward_time: 88.8891143799, weight_update_time: 0.1527252495, other_time: 7.8843688965
epoch time: 13.4849033356s, input_fired_time: 0.1827632636, output_fired_time: 0.0000000000, propagate_forward_time: 11.8017826080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5003576279
validation[          , genome  7043] predictions:    9764/  10000 (97.64%), best:    9768/10000 (97.68%), error:       798.19855, best error:       777.42804 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 159.2779235840s, input_fired_time: 1.6079963446, output_fired_time: 0.9804039001, propagate_forward_time: 59.7189064026, propagate_backward_time: 89.1222000122, weight_update_time: 0.1523469836, other_time: 7.8484115601
epoch time: 13.5925035477s, input_fired_time: 0.1858930886, output_fired_time: 0.0000000000, propagate_forward_time: 11.9148302078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4917802811
validation[          , genome  7043] predictions:    9748/  10000 (97.48%), best:    9768/10000 (97.68%), error:       856.47760, best error:       777.42804 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 159.1156768799s, input_fired_time: 1.6170341969, output_fired_time: 0.9898804426, propagate_forward_time: 59.4929771423, propagate_backward_time: 89.0693054199, weight_update_time: 0.1531945318, other_time: 7.9464721680
epoch time: 13.6590194702s, input_fired_time: 0.1782755107, output_fired_time: 0.0000000000, propagate_forward_time: 11.9709796906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5097646713
validation[          , genome  7043] predictions:    9736/  10000 (97.36%), best:    9768/10000 (97.68%), error:       944.34338, best error:       777.42804 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 159.0905914307s, input_fired_time: 1.7270662785, output_fired_time: 0.9846792221, propagate_forward_time: 59.4271774292, propagate_backward_time: 88.8323059082, weight_update_time: 0.1525604874, other_time: 8.1193618774
epoch time: 13.5559673309s, input_fired_time: 0.1778995693, output_fired_time: 0.0000000000, propagate_forward_time: 11.8807830811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4972848892
validation[          , genome  7043] predictions:    9757/  10000 (97.57%), best:    9768/10000 (97.68%), error:       821.62860, best error:       777.42804 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 158.7073822021s, input_fired_time: 1.6349654198, output_fired_time: 1.0015887022, propagate_forward_time: 59.4573326111, propagate_backward_time: 88.8216400146, weight_update_time: 0.1569545865, other_time: 7.7918548584
epoch time: 13.4498300552s, input_fired_time: 0.1810169965, output_fired_time: 0.0000000000, propagate_forward_time: 11.7657575607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5030555725
validation[          , genome  7043] predictions:    9748/  10000 (97.48%), best:    9768/10000 (97.68%), error:       857.55969, best error:       777.42804 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 159.0002593994s, input_fired_time: 1.5854204893, output_fired_time: 0.9932858944, propagate_forward_time: 59.7072219849, propagate_backward_time: 88.9345016479, weight_update_time: 0.1529931426, other_time: 7.7798309326
epoch time: 13.7076940536s, input_fired_time: 0.2017038018, output_fired_time: 0.0000000000, propagate_forward_time: 12.0074882507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4985017776
validation[          , genome  7043] predictions:    9755/  10000 (97.55%), best:    9768/10000 (97.68%), error:       822.96051, best error:       777.42804 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 158.7820892334s, input_fired_time: 1.6048471928, output_fired_time: 1.0062832832, propagate_forward_time: 59.4322929382, propagate_backward_time: 88.8854751587, weight_update_time: 0.1540704370, other_time: 7.8531875610
epoch time: 13.5803604126s, input_fired_time: 0.1824558228, output_fired_time: 0.0000000000, propagate_forward_time: 11.8821983337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5157060623
validation[          , genome  7043] predictions:    9724/  10000 (97.24%), best:    9768/10000 (97.68%), error:       912.46765, best error:       777.42804 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 158.6701049805s, input_fired_time: 1.6118258238, output_fired_time: 1.0050659180, propagate_forward_time: 59.4528541565, propagate_backward_time: 88.7499847412, weight_update_time: 0.1522569656, other_time: 7.8503723145
epoch time: 13.5756282806s, input_fired_time: 0.1806322932, output_fired_time: 0.0000000000, propagate_forward_time: 11.8035926819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5914030075
validation[          , genome  7043] predictions:    9729/  10000 (97.29%), best:    9768/10000 (97.68%), error:       861.23517, best error:       777.42804 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 158.8029327393s, input_fired_time: 1.6090646982, output_fired_time: 1.0205497742, propagate_forward_time: 59.4819297791, propagate_backward_time: 88.8072128296, weight_update_time: 0.1570239067, other_time: 7.8841629028
epoch time: 13.5712738037s, input_fired_time: 0.2011770308, output_fired_time: 0.0000000000, propagate_forward_time: 11.8186149597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5514822006
validation[          , genome  7043] predictions:    9745/  10000 (97.45%), best:    9768/10000 (97.68%), error:       846.36786, best error:       777.42804 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 159.2577209473s, input_fired_time: 1.6556389332, output_fired_time: 0.9884139299, propagate_forward_time: 59.5926399231, propagate_backward_time: 89.1937637329, weight_update_time: 0.1531878859, other_time: 7.8272628784
epoch time: 13.8225011826s, input_fired_time: 0.1889867485, output_fired_time: 0.0000000000, propagate_forward_time: 12.1105403900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5229740143
validation[          , genome  7043] predictions:    9741/  10000 (97.41%), best:    9768/10000 (97.68%), error:       839.95154, best error:       777.42804 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 158.9545135498s, input_fired_time: 1.5864554644, output_fired_time: 0.9895152450, propagate_forward_time: 59.6707115173, propagate_backward_time: 88.7222366333, weight_update_time: 0.1531202942, other_time: 7.9855880737
epoch time: 13.6381044388s, input_fired_time: 0.1804807931, output_fired_time: 0.0000000000, propagate_forward_time: 11.8947496414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5628738403
validation[          , genome  7043] predictions:    9729/  10000 (97.29%), best:    9768/10000 (97.68%), error:       879.18970, best error:       777.42804 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 158.9305572510s, input_fired_time: 1.6186553240, output_fired_time: 0.9784075022, propagate_forward_time: 59.4940567017, propagate_backward_time: 88.9533233643, weight_update_time: 0.1526821107, other_time: 7.8861160278
epoch time: 13.5904216766s, input_fired_time: 0.1815433502, output_fired_time: 0.0000000000, propagate_forward_time: 11.8998241425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5090541840
validation[          , genome  7043] predictions:    9755/  10000 (97.55%), best:    9768/10000 (97.68%), error:       834.14197, best error:       777.42804 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 159.5984191895s, input_fired_time: 1.6151785851, output_fired_time: 0.9889013767, propagate_forward_time: 59.7564506531, propagate_backward_time: 89.3055191040, weight_update_time: 0.1531102210, other_time: 7.9323654175
epoch time: 13.4566783905s, input_fired_time: 0.1810873002, output_fired_time: 0.0000000000, propagate_forward_time: 11.7781066895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4974842072
validation[          , genome  7043] predictions:    9744/  10000 (97.44%), best:    9768/10000 (97.68%), error:       863.16309, best error:       777.42804 on epoch:    84, 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: 67.5715942383s, input_fired_time: 0.9076479673, output_fired_time: 0.0000000000, propagate_forward_time: 59.1571922302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.5067558289
best training[          , genome  7043] predictions:   49602/  50000 (99.20%), best:    9768/10000 (97.68%), error:      1615.87927, best error:       777.42804 on epoch:    84, 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: 14.5284423828s, input_fired_time: 0.1788927317, output_fired_time: 0.0000000000, propagate_forward_time: 12.3046035767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0449457169
   testing[          , genome  7043] predictions:    9786/  10000 (97.86%), best:    9768/10000 (97.68%), error:       691.33551, best error:       777.42804 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:52:39 (13764): called boinc_finish(0)

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