Nameexact_genome_1517574602_55_18234_1
Workunit2990055
Created9 Feb 2018, 2:30:59 UTC
Sent9 Feb 2018, 2:51:20 UTC
Report deadline17 Mar 2018, 9:08:47 UTC
Received11 Feb 2018, 20:28:10 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID75310
Run time13 hours 3 min 44 sec
CPU time13 hours 3 min 44 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.67 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size168.72 MB
Peak swap size171.14 MB
Peak disk usage2.22 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
.9353981018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4112472534
validation[          , genome 18234] predictions:    9820/  10000 (98.20%), best:    9851/10000 (98.51%), error:       639.39801, best error:       513.34454 on epoch:     5, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 430.9576110840s, input_fired_time: 7.4408245087, output_fired_time: 4.8769550323, propagate_forward_time: 154.7504730225, propagate_backward_time: 256.0298461914, weight_update_time: 0.4343573749, other_time: 7.8594970703
epoch time: 33.0909805298s, input_fired_time: 0.7692343593, output_fired_time: 0.0000000000, propagate_forward_time: 30.9148197174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4069271088
validation[          , genome 18234] predictions:    9794/  10000 (97.94%), best:    9851/10000 (98.51%), error:       631.17358, best error:       513.34454 on epoch:     5, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 430.8171691895s, input_fired_time: 7.4389281273, output_fired_time: 4.8696427345, propagate_forward_time: 154.6947021484, propagate_backward_time: 255.9683685303, weight_update_time: 0.4336783886, other_time: 7.8455352783
epoch time: 33.0972366333s, input_fired_time: 0.7728813887, output_fired_time: 0.0000000000, propagate_forward_time: 30.9169254303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4074306488
validation[          , genome 18234] predictions:    9818/  10000 (98.18%), best:    9851/10000 (98.51%), error:       568.44678, best error:       513.34454 on epoch:     5, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 3010.8134765625s, input_fired_time: 7.4499449730, output_fired_time: 4.9014000893, propagate_forward_time: 155.0271301270, propagate_backward_time: 2835.5729980469, weight_update_time: 0.4349895120, other_time: 7.8620605469
epoch time: 33.2177925110s, input_fired_time: 0.7807046175, output_fired_time: 0.0000000000, propagate_forward_time: 31.0170078278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4200801849
validation[          , genome 18234] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       503.64847, best error:       503.64847 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 432.5686340332s, input_fired_time: 7.4530963898, output_fired_time: 4.8961639404, propagate_forward_time: 155.2314300537, propagate_backward_time: 257.0888061523, weight_update_time: 0.4344034791, other_time: 7.8991088867
epoch time: 33.1972618103s, input_fired_time: 0.7683137059, output_fired_time: 0.0000000000, propagate_forward_time: 31.0126743317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4162731171
validation[          , genome 18234] predictions:    9836/  10000 (98.36%), best:    9843/10000 (98.43%), error:       523.70697, best error:       503.64847 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 431.9701538086s, input_fired_time: 7.4490046501, output_fired_time: 4.8797297478, propagate_forward_time: 155.1415252686, propagate_backward_time: 256.5989074707, weight_update_time: 0.4342811704, other_time: 7.9009704590
epoch time: 33.1973419189s, input_fired_time: 0.7716342807, output_fired_time: 0.0000000000, propagate_forward_time: 31.0106887817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4150199890
validation[          , genome 18234] predictions:    9815/  10000 (98.15%), best:    9843/10000 (98.43%), error:       579.26959, best error:       503.64847 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 432.6024780273s, input_fired_time: 7.4676761627, output_fired_time: 4.8905959129, propagate_forward_time: 155.2735137939, propagate_backward_time: 257.0598144531, weight_update_time: 0.4352295399, other_time: 7.9108886719
epoch time: 33.2330398560s, input_fired_time: 0.7742691636, output_fired_time: 0.0000000000, propagate_forward_time: 31.0428905487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4158802032
validation[          , genome 18234] predictions:    9802/  10000 (98.02%), best:    9843/10000 (98.43%), error:       645.41962, best error:       503.64847 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 432.5704040527s, input_fired_time: 7.4505558014, output_fired_time: 4.9002733231, propagate_forward_time: 155.0988616943, propagate_backward_time: 257.2268981934, weight_update_time: 0.4344492555, other_time: 7.8938293457
epoch time: 33.2036819458s, input_fired_time: 0.7792116404, output_fired_time: 0.0000000000, propagate_forward_time: 31.0073223114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4171466827
validation[          , genome 18234] predictions:    9833/  10000 (98.33%), best:    9843/10000 (98.43%), error:       568.13354, best error:       503.64847 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 432.5882568359s, input_fired_time: 7.4625663757, output_fired_time: 4.8977198601, propagate_forward_time: 155.1675415039, propagate_backward_time: 257.1697998047, weight_update_time: 0.4339335859, other_time: 7.8906555176
epoch time: 33.1964645386s, input_fired_time: 0.7729071975, output_fired_time: 0.0000000000, propagate_forward_time: 31.0102481842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4133090973
validation[          , genome 18234] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       463.95105, best error:       463.95105 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 432.4572753906s, input_fired_time: 7.4544358253, output_fired_time: 4.8878588676, propagate_forward_time: 155.1634368896, propagate_backward_time: 257.0348815918, weight_update_time: 0.4343879819, other_time: 7.9166564941
epoch time: 33.2052001953s, input_fired_time: 0.7836775780, output_fired_time: 0.0000000000, propagate_forward_time: 31.0084552765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4130687714
validation[          , genome 18234] predictions:    9844/  10000 (98.44%), best:    9871/10000 (98.71%), error:       505.33771, best error:       463.95105 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 432.1819763184s, input_fired_time: 7.4684710503, output_fired_time: 4.8779449463, propagate_forward_time: 155.1202545166, propagate_backward_time: 256.8140258789, weight_update_time: 0.4344221056, other_time: 7.9013061523
epoch time: 33.2023696899s, input_fired_time: 0.7752249837, output_fired_time: 0.0000000000, propagate_forward_time: 31.0086097717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4185333252
validation[          , genome 18234] predictions:    9831/  10000 (98.31%), best:    9871/10000 (98.71%), error:       556.25604, best error:       463.95105 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 432.0154724121s, input_fired_time: 7.4673690796, output_fired_time: 4.8762311935, propagate_forward_time: 155.1808166504, propagate_backward_time: 256.5809631348, weight_update_time: 0.4345612824, other_time: 7.9100952148
epoch time: 33.1999244690s, input_fired_time: 0.7758249640, output_fired_time: 0.0000000000, propagate_forward_time: 31.0106906891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4134082794
validation[          , genome 18234] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       428.06369, best error:       428.06369 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 431.3490295410s, input_fired_time: 7.4575262070, output_fired_time: 4.8727121353, propagate_forward_time: 154.9141387939, propagate_backward_time: 256.2297668457, weight_update_time: 0.4341068268, other_time: 7.8749084473
epoch time: 33.1893081665s, input_fired_time: 0.7715678215, output_fired_time: 0.0000000000, propagate_forward_time: 31.0039672852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4137725830
validation[          , genome 18234] predictions:    9835/  10000 (98.35%), best:    9887/10000 (98.87%), error:       552.08502, best error:       428.06369 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 432.3865966797s, input_fired_time: 7.4633436203, output_fired_time: 4.8842473030, propagate_forward_time: 155.2584991455, propagate_backward_time: 256.8585815430, weight_update_time: 0.4359638095, other_time: 7.9219360352
epoch time: 33.2049026489s, input_fired_time: 0.7790155411, output_fired_time: 0.0000000000, propagate_forward_time: 31.0121650696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4137229919
validation[          , genome 18234] predictions:    9852/  10000 (98.52%), best:    9887/10000 (98.87%), error:       485.22330, best error:       428.06369 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 430.8507080078s, input_fired_time: 7.4571642876, output_fired_time: 4.8710718155, propagate_forward_time: 154.6794891357, propagate_backward_time: 255.9891052246, weight_update_time: 0.4340259433, other_time: 7.8539123535
epoch time: 33.0977821350s, input_fired_time: 0.7750504017, output_fired_time: 0.0000000000, propagate_forward_time: 30.9166355133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4060955048
validation[          , genome 18234] predictions:    9837/  10000 (98.37%), best:    9887/10000 (98.87%), error:       532.63910, best error:       428.06369 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 430.8746643066s, input_fired_time: 7.4633374214, output_fired_time: 4.8756742477, propagate_forward_time: 154.6217346191, propagate_backward_time: 256.0582275391, weight_update_time: 0.4343206584, other_time: 7.8556823730
epoch time: 33.1300582886s, input_fired_time: 0.7779555917, output_fired_time: 0.0000000000, propagate_forward_time: 30.9388198853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4132843018
validation[          , genome 18234] predictions:    9840/  10000 (98.40%), best:    9887/10000 (98.87%), error:       512.81818, best error:       428.06369 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 431.3625488281s, input_fired_time: 7.4673895836, output_fired_time: 4.8865170479, propagate_forward_time: 154.7599945068, propagate_backward_time: 256.3932495117, weight_update_time: 0.4342387915, other_time: 7.8554077148
epoch time: 33.0959739685s, input_fired_time: 0.7764240503, output_fired_time: 0.0000000000, propagate_forward_time: 30.9116115570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4079380035
validation[          , genome 18234] predictions:    9854/  10000 (98.54%), best:    9887/10000 (98.87%), error:       491.11057, best error:       428.06369 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 430.8698425293s, input_fired_time: 7.4819483757, output_fired_time: 4.8799028397, propagate_forward_time: 154.7129669189, propagate_backward_time: 255.9429931641, weight_update_time: 0.4341584444, other_time: 7.8520507812
epoch time: 33.1022720337s, input_fired_time: 0.7809578776, output_fired_time: 0.0000000000, propagate_forward_time: 30.9135761261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4077396393
validation[          , genome 18234] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       384.94638, best error:       384.94638 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 430.9392395020s, input_fired_time: 7.4813785553, output_fired_time: 4.8705019951, propagate_forward_time: 154.6746368408, propagate_backward_time: 256.0364990234, weight_update_time: 0.4345761538, other_time: 7.8762207031
epoch time: 33.0934867859s, input_fired_time: 0.7791600227, output_fired_time: 0.0000000000, propagate_forward_time: 30.9076480865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4066791534
validation[          , genome 18234] predictions:    9850/  10000 (98.50%), best:    9882/10000 (98.82%), error:       456.84067, best error:       384.94638 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 431.3785400391s, input_fired_time: 7.4763498306, output_fired_time: 4.8857679367, propagate_forward_time: 154.7337951660, propagate_backward_time: 256.4071350098, weight_update_time: 0.4340845346, other_time: 7.8754882812
epoch time: 33.1084480286s, input_fired_time: 0.7852395773, output_fired_time: 0.0000000000, propagate_forward_time: 30.9119567871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4112510681
validation[          , genome 18234] predictions:    9869/  10000 (98.69%), best:    9882/10000 (98.82%), error:       438.94904, best error:       384.94638 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 430.6931152344s, input_fired_time: 7.4845576286, output_fired_time: 4.8765277863, propagate_forward_time: 154.6721496582, propagate_backward_time: 255.8094177246, weight_update_time: 0.4342500567, other_time: 7.8504638672
epoch time: 33.1027793884s, input_fired_time: 0.7842500806, output_fired_time: 0.0000000000, propagate_forward_time: 30.9114131927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4071178436
validation[          , genome 18234] predictions:    9861/  10000 (98.61%), best:    9882/10000 (98.82%), error:       450.78705, best error:       384.94638 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 431.1059570312s, input_fired_time: 7.4911441803, output_fired_time: 4.8875474930, propagate_forward_time: 154.5490264893, propagate_backward_time: 256.3080749512, weight_update_time: 0.4344690740, other_time: 7.8701477051
epoch time: 33.1051940918s, input_fired_time: 0.7831634879, output_fired_time: 0.0000000000, propagate_forward_time: 30.9137153625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4083137512
validation[          , genome 18234] predictions:    9847/  10000 (98.47%), best:    9882/10000 (98.82%), error:       468.69998, best error:       384.94638 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 431.0319213867s, input_fired_time: 7.4836750031, output_fired_time: 4.8785972595, propagate_forward_time: 154.6920623779, propagate_backward_time: 256.1172180176, weight_update_time: 0.4342870116, other_time: 7.8603820801
epoch time: 33.1760292053s, input_fired_time: 0.7840516567, output_fired_time: 0.0000000000, propagate_forward_time: 30.9627513885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4292278290
validation[          , genome 18234] predictions:    9864/  10000 (98.64%), best:    9882/10000 (98.82%), error:       425.70230, best error:       384.94638 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 430.6748962402s, input_fired_time: 7.5038175583, output_fired_time: 4.8697056770, propagate_forward_time: 154.6383972168, propagate_backward_time: 255.8063354492, weight_update_time: 0.4342533946, other_time: 7.8566284180
epoch time: 33.1090011597s, input_fired_time: 0.7887007594, output_fired_time: 0.0000000000, propagate_forward_time: 30.9084873199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4118137360
validation[          , genome 18234] predictions:    9834/  10000 (98.34%), best:    9882/10000 (98.82%), error:       540.97858, best error:       384.94638 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 431.6039428711s, input_fired_time: 7.5086288452, output_fired_time: 4.8871884346, propagate_forward_time: 154.9105987549, propagate_backward_time: 256.4327392578, weight_update_time: 0.4343225062, other_time: 7.8648071289
epoch time: 33.1699676514s, input_fired_time: 0.7846841812, output_fired_time: 0.0000000000, propagate_forward_time: 30.9698047638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4154796600
validation[          , genome 18234] predictions:    9858/  10000 (98.58%), best:    9882/10000 (98.82%), error:       446.39218, best error:       384.94638 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 432.3410644531s, input_fired_time: 7.5145926476, output_fired_time: 4.8904190063, propagate_forward_time: 155.0979461670, propagate_backward_time: 256.9353332520, weight_update_time: 0.4346661866, other_time: 7.9028015137
epoch time: 33.2223968506s, input_fired_time: 0.7858487964, output_fired_time: 0.0000000000, propagate_forward_time: 31.0168228149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4197235107
validation[          , genome 18234] predictions:    9880/  10000 (98.80%), best:    9882/10000 (98.82%), error:       433.11179, best error:       384.94638 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 432.3752441406s, input_fired_time: 7.5483813286, output_fired_time: 4.8932805061, propagate_forward_time: 155.2308807373, propagate_backward_time: 256.8103942871, weight_update_time: 0.4340729713, other_time: 7.8923034668
epoch time: 33.2213363647s, input_fired_time: 0.7952798605, output_fired_time: 0.0000000000, propagate_forward_time: 31.0110282898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4150276184
validation[          , genome 18234] predictions:    9869/  10000 (98.69%), best:    9882/10000 (98.82%), error:       418.46265, best error:       384.94638 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 1126.4787597656s, input_fired_time: 7.5316877365, output_fired_time: 4.8977127075, propagate_forward_time: 155.1100616455, propagate_backward_time: 951.0436401367, weight_update_time: 0.4344069958, other_time: 7.8956298828
epoch time: 33.2107467651s, input_fired_time: 0.7920113206, output_fired_time: 0.0000000000, propagate_forward_time: 31.0043506622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4143848419
validation[          , genome 18234] predictions:    9863/  10000 (98.63%), best:    9882/10000 (98.82%), error:       442.75433, best error:       384.94638 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 430.3740844727s, input_fired_time: 7.5158457756, output_fired_time: 4.8786764145, propagate_forward_time: 154.4463653564, propagate_backward_time: 255.7016906738, weight_update_time: 0.4323404729, other_time: 7.8315124512
epoch time: 33.0827255249s, input_fired_time: 0.7850115895, output_fired_time: 0.0000000000, propagate_forward_time: 30.8963069916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4014072418
validation[          , genome 18234] predictions:    9883/  10000 (98.83%), best:    9882/10000 (98.82%), error:       408.88486, best error:       384.94638 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 430.8116149902s, input_fired_time: 7.5156726837, output_fired_time: 4.8795990944, propagate_forward_time: 154.5820159912, propagate_backward_time: 256.0037841797, weight_update_time: 0.4326166809, other_time: 7.8305053711
epoch time: 33.2190475464s, input_fired_time: 0.7894992828, output_fired_time: 0.0000000000, propagate_forward_time: 31.0237617493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4057884216
validation[          , genome 18234] predictions:    9872/  10000 (98.72%), best:    9882/10000 (98.82%), error:       420.25275, best error:       384.94638 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 430.5506591797s, input_fired_time: 7.5160527229, output_fired_time: 4.8694820404, propagate_forward_time: 154.5867156982, propagate_backward_time: 255.7371978760, weight_update_time: 0.4327003062, other_time: 7.8412322998
epoch time: 33.0611000061s, input_fired_time: 0.7909622788, output_fired_time: 0.0000000000, propagate_forward_time: 30.8697319031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4004058838
validation[          , genome 18234] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       374.45541, best error:       374.45541 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 430.8175964355s, input_fired_time: 7.5287370682, output_fired_time: 4.8824610710, propagate_forward_time: 154.5370178223, propagate_backward_time: 256.0408325195, weight_update_time: 0.4323090613, other_time: 7.8285522461
epoch time: 33.0977592468s, input_fired_time: 0.7895603776, output_fired_time: 0.0000000000, propagate_forward_time: 30.9048156738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4033813477
validation[          , genome 18234] predictions:    9876/  10000 (98.76%), best:    9889/10000 (98.89%), error:       394.71359, best error:       374.45541 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 431.1078796387s, input_fired_time: 7.5225419998, output_fired_time: 4.8873929977, propagate_forward_time: 154.5999755859, propagate_backward_time: 256.2591247559, weight_update_time: 0.4329473078, other_time: 7.8388366699
epoch time: 33.1340026855s, input_fired_time: 0.7922720313, output_fired_time: 0.0000000000, propagate_forward_time: 30.9269542694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4147777557
validation[          , genome 18234] predictions:    9828/  10000 (98.28%), best:    9889/10000 (98.89%), error:       568.03058, best error:       374.45541 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 430.8934631348s, input_fired_time: 7.5260524750, output_fired_time: 4.8887643814, propagate_forward_time: 154.6094512939, propagate_backward_time: 256.0346069336, weight_update_time: 0.4325468540, other_time: 7.8345947266
epoch time: 32.9943084717s, input_fired_time: 0.7863265276, output_fired_time: 0.0000000000, propagate_forward_time: 30.8022766113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4057044983
validation[          , genome 18234] predictions:    9870/  10000 (98.70%), best:    9889/10000 (98.89%), error:       432.73160, best error:       374.45541 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 430.9752502441s, input_fired_time: 7.5321707726, output_fired_time: 4.8883447647, propagate_forward_time: 154.6435546875, propagate_backward_time: 256.0669250488, weight_update_time: 0.4328526556, other_time: 7.8442687988
epoch time: 33.0589294434s, input_fired_time: 0.7892689109, output_fired_time: 0.0000000000, propagate_forward_time: 30.8679962158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4016647339
validation[          , genome 18234] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       373.57285, best error:       373.57285 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 429.5623474121s, input_fired_time: 7.5170083046, output_fired_time: 4.8608326912, propagate_forward_time: 154.1867675781, propagate_backward_time: 255.1686248779, weight_update_time: 0.4321438968, other_time: 7.8291168213
epoch time: 33.0967140198s, input_fired_time: 0.7928938866, output_fired_time: 0.0000000000, propagate_forward_time: 30.9009227753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4028987885
validation[          , genome 18234] predictions:    9865/  10000 (98.65%), best:    9884/10000 (98.84%), error:       408.67883, best error:       373.57285 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 431.0797424316s, input_fired_time: 7.5582771301, output_fired_time: 4.8700828552, propagate_forward_time: 154.9332122803, propagate_backward_time: 255.8824768066, weight_update_time: 0.4328909516, other_time: 7.8356628418
epoch time: 33.2946319580s, input_fired_time: 0.7926136851, output_fired_time: 0.0000000000, propagate_forward_time: 31.0892333984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4127845764
validation[          , genome 18234] predictions:    9863/  10000 (98.63%), best:    9884/10000 (98.84%), error:       455.21457, best error:       373.57285 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 433.3149719238s, input_fired_time: 7.5685009956, output_fired_time: 4.9089703560, propagate_forward_time: 155.5898132324, propagate_backward_time: 257.3580932617, weight_update_time: 0.4342528284, other_time: 7.8895874023
epoch time: 32.8356399536s, input_fired_time: 0.7850298285, output_fired_time: 0.0000000000, propagate_forward_time: 30.6534347534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3971748352
validation[          , genome 18234] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       371.86829, best error:       371.86829 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 431.2113037109s, input_fired_time: 7.5401787758, output_fired_time: 4.8947262764, propagate_forward_time: 154.6192016602, propagate_backward_time: 256.3078002930, weight_update_time: 0.4334569275, other_time: 7.8493957520
epoch time: 33.1141967773s, input_fired_time: 0.7944480181, output_fired_time: 0.0000000000, propagate_forward_time: 30.9116325378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4081153870
validation[          , genome 18234] predictions:    9877/  10000 (98.77%), best:    9891/10000 (98.91%), error:       390.12619, best error:       371.86829 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 428.6112060547s, input_fired_time: 7.5081872940, output_fired_time: 4.8522434235, propagate_forward_time: 153.8749542236, propagate_backward_time: 254.5567169189, weight_update_time: 0.4316656291, other_time: 7.8191375732
epoch time: 31.7809085846s, input_fired_time: 0.7668607235, output_fired_time: 0.0000000000, propagate_forward_time: 29.6547527313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3592948914
validation[          , genome 18234] predictions:    9887/  10000 (98.87%), best:    9891/10000 (98.91%), error:       384.39557, best error:       371.86829 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 456.8467407227s, input_fired_time: 7.6400938034, output_fired_time: 5.0884876251, propagate_forward_time: 164.8874206543, propagate_backward_time: 271.1854248047, weight_update_time: 0.4442159534, other_time: 8.0452880859
epoch time: 31.5840644836s, input_fired_time: 0.7624089122, output_fired_time: 0.0000000000, propagate_forward_time: 29.4725227356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3491325378
validation[          , genome 18234] predictions:    9874/  10000 (98.74%), best:    9891/10000 (98.91%), error:       389.10526, best error:       371.86829 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 407.7309875488s, input_fired_time: 7.1567502022, output_fired_time: 4.6231985092, propagate_forward_time: 146.2884674072, propagate_backward_time: 242.1572113037, weight_update_time: 0.4129129946, other_time: 7.5053710938
epoch time: 31.7921848297s, input_fired_time: 0.7674784064, output_fired_time: 0.0000000000, propagate_forward_time: 29.6651496887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3595561981
validation[          , genome 18234] predictions:    9892/  10000 (98.92%), best:    9891/10000 (98.91%), error:       372.74203, best error:       371.86829 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 415.2761230469s, input_fired_time: 7.2923426628, output_fired_time: 4.7004580498, propagate_forward_time: 149.2206878662, propagate_backward_time: 246.4283294678, weight_update_time: 0.4201690257, other_time: 7.6343078613
epoch time: 31.7922859192s, input_fired_time: 0.7643239498, output_fired_time: 0.0000000000, propagate_forward_time: 29.6736774445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3542842865
validation[          , genome 18234] predictions:    9881/  10000 (98.81%), best:    9891/10000 (98.91%), error:       388.96820, best error:       371.86829 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 428.0157775879s, input_fired_time: 7.5131702423, output_fired_time: 4.8407554626, propagate_forward_time: 153.6690673828, propagate_backward_time: 254.1796875000, weight_update_time: 0.4317640662, other_time: 7.8130798340
epoch time: 33.1137809753s, input_fired_time: 0.7949646711, output_fired_time: 0.0000000000, propagate_forward_time: 30.9103565216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4084606171
validation[          , genome 18234] predictions:    9874/  10000 (98.74%), best:    9891/10000 (98.91%), error:       404.32123, best error:       371.86829 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 2021.9316406250s, input_fired_time: 7.5656709671, output_fired_time: 4.8735785484, propagate_forward_time: 1745.7463378906, propagate_backward_time: 255.8564300537, weight_update_time: 0.4340038598, other_time: 7.8896636963
epoch time: 33.2222366333s, input_fired_time: 0.8071252108, output_fired_time: 0.0000000000, propagate_forward_time: 30.9899291992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4251823425
validation[          , genome 18234] predictions:    9845/  10000 (98.45%), best:    9891/10000 (98.91%), error:       495.43881, best error:       371.86829 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 431.2138061523s, input_fired_time: 7.5820775032, output_fired_time: 4.8764219284, propagate_forward_time: 154.8402099609, propagate_backward_time: 256.0422363281, weight_update_time: 0.4345745742, other_time: 7.8728332520
epoch time: 33.1274070740s, input_fired_time: 0.8041292429, output_fired_time: 0.0000000000, propagate_forward_time: 30.9126701355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4106063843
validation[          , genome 18234] predictions:    9871/  10000 (98.71%), best:    9891/10000 (98.91%), error:       414.06253, best error:       371.86829 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 430.5049438477s, input_fired_time: 7.5864396095, output_fired_time: 4.8664383888, propagate_forward_time: 154.6220397949, propagate_backward_time: 255.5715179443, weight_update_time: 0.4340901673, other_time: 7.8585357666
epoch time: 33.1290016174s, input_fired_time: 0.7975440025, output_fired_time: 0.0000000000, propagate_forward_time: 30.9185333252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4129257202
validation[          , genome 18234] predictions:    9856/  10000 (98.56%), best:    9891/10000 (98.91%), error:       466.35550, best error:       371.86829 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 431.8278198242s, input_fired_time: 7.5845928192, output_fired_time: 4.9099264145, propagate_forward_time: 154.7903442383, propagate_backward_time: 256.6817932129, weight_update_time: 0.4342656136, other_time: 7.8611755371
epoch time: 33.1146011353s, input_fired_time: 0.7969681621, output_fired_time: 0.0000000000, propagate_forward_time: 30.9107284546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4069061279
validation[          , genome 18234] predictions:    9892/  10000 (98.92%), best:    9891/10000 (98.91%), error:       377.28955, best error:       371.86829 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 431.5401611328s, input_fired_time: 7.5867023468, output_fired_time: 4.9010138512, propagate_forward_time: 154.7076416016, propagate_backward_time: 256.4772949219, weight_update_time: 0.4342831075, other_time: 7.8675231934
epoch time: 33.1348152161s, input_fired_time: 0.8057284355, output_fired_time: 0.0000000000, propagate_forward_time: 30.9218177795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4072685242
validation[          , genome 18234] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       365.19516, best error:       365.19516 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 431.4589233398s, input_fired_time: 7.5877265930, output_fired_time: 4.8935599327, propagate_forward_time: 154.6945037842, propagate_backward_time: 256.4241943359, weight_update_time: 0.4345128536, other_time: 7.8589477539
epoch time: 33.1534690857s, input_fired_time: 0.8045220971, output_fired_time: 0.0000000000, propagate_forward_time: 30.9340133667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4149322510
validation[          , genome 18234] predictions:    9862/  10000 (98.62%), best:    9890/10000 (98.90%), error:       440.06726, best error:       365.19516 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 432.3426208496s, input_fired_time: 7.6091084480, output_fired_time: 4.9054551125, propagate_forward_time: 155.4301300049, propagate_backward_time: 256.4580993652, weight_update_time: 0.4373010695, other_time: 7.9398498535
epoch time: 33.1172904968s, input_fired_time: 0.7987046242, output_fired_time: 0.0000000000, propagate_forward_time: 30.9125022888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4060821533
validation[          , genome 18234] predictions:    9883/  10000 (98.83%), best:    9890/10000 (98.90%), error:       379.89078, best error:       365.19516 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 431.0706787109s, input_fired_time: 7.5744724274, output_fired_time: 4.8851251602, propagate_forward_time: 154.6088256836, propagate_backward_time: 256.1392211914, weight_update_time: 0.4342366159, other_time: 7.8630371094
epoch time: 33.1287384033s, input_fired_time: 0.8009994626, output_fired_time: 0.0000000000, propagate_forward_time: 30.9226551056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4050846100
validation[          , genome 18234] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       348.40652, best error:       348.40652 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 430.9947204590s, input_fired_time: 7.5898633003, output_fired_time: 4.8750391006, propagate_forward_time: 154.7437591553, propagate_backward_time: 255.9275665283, weight_update_time: 0.4350950718, other_time: 7.8585052490
epoch time: 33.2150535583s, input_fired_time: 0.8063438535, output_fired_time: 0.0000000000, propagate_forward_time: 30.9936866760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4150238037
validation[          , genome 18234] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       345.01001, best error:       345.01001 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 431.6815795898s, input_fired_time: 7.6076779366, output_fired_time: 4.8935785294, propagate_forward_time: 154.9003143311, propagate_backward_time: 256.4179992676, weight_update_time: 0.4333734512, other_time: 7.8620300293
epoch time: 33.2858543396s, input_fired_time: 0.8096671700, output_fired_time: 0.0000000000, propagate_forward_time: 31.0623340607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4138545990
validation[          , genome 18234] predictions:    9870/  10000 (98.70%), best:    9903/10000 (99.03%), error:       415.34229, best error:       345.01001 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 431.6015625000s, input_fired_time: 7.6084275246, output_fired_time: 4.8764743805, propagate_forward_time: 155.0338287354, propagate_backward_time: 256.1926574707, weight_update_time: 0.4342950881, other_time: 7.8901672363
epoch time: 33.1160125732s, input_fired_time: 0.8024978638, output_fired_time: 0.0000000000, propagate_forward_time: 30.9104442596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4030704498
validation[          , genome 18234] predictions:    9884/  10000 (98.84%), best:    9903/10000 (99.03%), error:       362.87509, best error:       345.01001 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 432.5650024414s, input_fired_time: 7.6109671593, output_fired_time: 4.8954453468, propagate_forward_time: 155.3861236572, propagate_backward_time: 256.7927856445, weight_update_time: 0.4343432188, other_time: 7.8796997070
epoch time: 33.1927757263s, input_fired_time: 0.8043855429, output_fired_time: 0.0000000000, propagate_forward_time: 30.9743270874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4140625000
validation[          , genome 18234] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       336.47665, best error:       336.47665 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 431.1505737305s, input_fired_time: 7.5991692543, output_fired_time: 4.8856883049, propagate_forward_time: 154.6426391602, propagate_backward_time: 256.1599426270, weight_update_time: 0.4341855943, other_time: 7.8631286621
epoch time: 33.1634140015s, input_fired_time: 0.8056004047, output_fired_time: 0.0000000000, propagate_forward_time: 30.9495201111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4082946777
validation[          , genome 18234] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       331.62927, best error:       331.62927 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 430.5836181641s, input_fired_time: 7.5931296349, output_fired_time: 4.8698911667, propagate_forward_time: 154.5311584473, propagate_backward_time: 255.7471923828, weight_update_time: 0.4338035583, other_time: 7.8422241211
epoch time: 33.1156730652s, input_fired_time: 0.8058167696, output_fired_time: 0.0000000000, propagate_forward_time: 30.9045124054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4053440094
validation[          , genome 18234] predictions:    9900/  10000 (99.00%), best:    9903/10000 (99.03%), error:       347.89804, best error:       331.62927 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 430.9031677246s, input_fired_time: 7.6062555313, output_fired_time: 4.8742103577, propagate_forward_time: 154.6528015137, propagate_backward_time: 255.9159393311, weight_update_time: 0.4338834584, other_time: 7.8539581299
epoch time: 33.1223640442s, input_fired_time: 0.8077363968, output_fired_time: 0.0000000000, propagate_forward_time: 30.9089584351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4056701660
validation[          , genome 18234] predictions:    9896/  10000 (98.96%), best:    9903/10000 (99.03%), error:       355.78311, best error:       331.62927 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 431.2101135254s, input_fired_time: 7.6051392555, output_fired_time: 4.8899564743, propagate_forward_time: 154.6566314697, propagate_backward_time: 256.2084045410, weight_update_time: 0.4338976443, other_time: 7.8500061035
epoch time: 33.1370887756s, input_fired_time: 0.8096117377, output_fired_time: 0.0000000000, propagate_forward_time: 30.9182434082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4092330933
validation[          , genome 18234] predictions:    9897/  10000 (98.97%), best:    9903/10000 (99.03%), error:       342.25479, best error:       331.62927 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 431.0163879395s, input_fired_time: 7.6090736389, output_fired_time: 4.8796043396, propagate_forward_time: 154.6834564209, propagate_backward_time: 255.9975738525, weight_update_time: 0.4340626597, other_time: 7.8466644287
epoch time: 33.1185302734s, input_fired_time: 0.8055745363, output_fired_time: 0.0000000000, propagate_forward_time: 30.9073600769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4055938721
validation[          , genome 18234] predictions:    9877/  10000 (98.77%), best:    9903/10000 (99.03%), error:       396.81552, best error:       331.62927 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 431.0253295898s, input_fired_time: 7.6103506088, output_fired_time: 4.8840937614, propagate_forward_time: 154.7229919434, propagate_backward_time: 255.9415588379, weight_update_time: 0.4343379140, other_time: 7.8663330078
epoch time: 33.1230583191s, input_fired_time: 0.8049571514, output_fired_time: 0.0000000000, propagate_forward_time: 30.9112949371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4068050385
validation[          , genome 18234] predictions:    9905/  10000 (99.05%), best:    9903/10000 (99.03%), error:       359.08273, best error:       331.62927 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 431.2961730957s, input_fired_time: 7.6199722290, output_fired_time: 4.8857445717, propagate_forward_time: 154.8050689697, propagate_backward_time: 256.1119079590, weight_update_time: 0.4341506660, other_time: 7.8735046387
epoch time: 33.1439552307s, input_fired_time: 0.8086110353, output_fired_time: 0.0000000000, propagate_forward_time: 30.9270057678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4083366394
validation[          , genome 18234] predictions:    9900/  10000 (99.00%), best:    9903/10000 (99.03%), error:       347.46680, best error:       331.62927 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 4017.4892578125s, input_fired_time: 7.6445336342, output_fired_time: 4.9088058472, propagate_forward_time: 3740.3498535156, propagate_backward_time: 256.6273498535, weight_update_time: 0.4360209405, other_time: 7.9588317871
epoch time: 33.1236953735s, input_fired_time: 0.8052588105, output_fired_time: 0.0000000000, propagate_forward_time: 30.9123058319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4061298370
validation[          , genome 18234] predictions:    9880/  10000 (98.80%), best:    9903/10000 (99.03%), error:       377.63498, best error:       331.62927 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 431.8313293457s, input_fired_time: 7.6171941757, output_fired_time: 4.8955883980, propagate_forward_time: 154.8497314453, propagate_backward_time: 256.5924987793, weight_update_time: 0.4341922700, other_time: 7.8763122559
epoch time: 33.2406845093s, input_fired_time: 0.8099776506, output_fired_time: 0.0000000000, propagate_forward_time: 31.0192317963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4114742279
validation[          , genome 18234] predictions:    9891/  10000 (98.91%), best:    9903/10000 (99.03%), error:       387.78189, best error:       331.62927 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 431.5512390137s, input_fired_time: 7.6321487427, output_fired_time: 4.8839645386, propagate_forward_time: 154.9696044922, propagate_backward_time: 256.1936035156, weight_update_time: 0.4344672561, other_time: 7.8719177246
epoch time: 33.2712745667s, input_fired_time: 0.8107018471, output_fired_time: 0.0000000000, propagate_forward_time: 31.0507678986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4098033905
validation[          , genome 18234] predictions:    9885/  10000 (98.85%), best:    9903/10000 (99.03%), error:       378.08188, best error:       331.62927 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 431.8401489258s, input_fired_time: 7.6280198097, output_fired_time: 4.8878626823, propagate_forward_time: 155.0268859863, propagate_backward_time: 256.4111328125, weight_update_time: 0.4344032109, other_time: 7.8862609863
epoch time: 33.1645126343s, input_fired_time: 0.8106253743, output_fired_time: 0.0000000000, propagate_forward_time: 30.9417266846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4121589661
validation[          , genome 18234] predictions:    9902/  10000 (99.02%), best:    9903/10000 (99.03%), error:       338.16544, best error:       331.62927 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 431.7172241211s, input_fired_time: 7.6388726234, output_fired_time: 4.8889312744, propagate_forward_time: 154.9590911865, propagate_backward_time: 256.3604736328, weight_update_time: 0.4343959689, other_time: 7.8698120117
epoch time: 33.1478843689s, input_fired_time: 0.8096542358, output_fired_time: 0.0000000000, propagate_forward_time: 30.9355010986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4027290344
validation[          , genome 18234] predictions:    9905/  10000 (99.05%), best:    9903/10000 (99.03%), error:       342.65195, best error:       331.62927 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 431.7792053223s, input_fired_time: 7.6308255196, output_fired_time: 4.8853793144, propagate_forward_time: 154.9907531738, propagate_backward_time: 256.4027709961, weight_update_time: 0.4336786270, other_time: 7.8694763184
epoch time: 33.1708831787s, input_fired_time: 0.8091626167, output_fired_time: 0.0000000000, propagate_forward_time: 30.9548645020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4068565369
validation[          , genome 18234] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       347.40823, best error:       331.62927 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 423.0965881348s, input_fired_time: 7.4836730957, output_fired_time: 4.7804636955, propagate_forward_time: 151.9391326904, propagate_backward_time: 251.1596374512, weight_update_time: 0.4262047112, other_time: 7.7336730957
epoch time: 31.8642501831s, input_fired_time: 0.7835819721, output_fired_time: 0.0000000000, propagate_forward_time: 29.7130146027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3676528931
validation[          , genome 18234] predictions:    9894/  10000 (98.94%), best:    9903/10000 (99.03%), error:       366.51669, best error:       331.62927 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 413.7488098145s, input_fired_time: 7.3326025009, output_fired_time: 4.6745944023, propagate_forward_time: 148.6419372559, propagate_backward_time: 245.5154418945, weight_update_time: 0.4177836776, other_time: 7.5842285156
epoch time: 31.8647022247s, input_fired_time: 0.7792876363, output_fired_time: 0.0000000000, propagate_forward_time: 29.7316532135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3537616730
validation[          , genome 18234] predictions:    9885/  10000 (98.85%), best:    9903/10000 (99.03%), error:       356.58176, best error:       331.62927 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 404.9079895020s, input_fired_time: 7.1722035408, output_fired_time: 4.5841765404, propagate_forward_time: 145.3616638184, propagate_backward_time: 240.3360290527, weight_update_time: 0.4094471335, other_time: 7.4539184570
epoch time: 32.1852569580s, input_fired_time: 0.7894238830, output_fired_time: 0.0000000000, propagate_forward_time: 30.0282764435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3675575256
validation[          , genome 18234] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       325.90894, best error:       325.90894 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 417.1578979492s, input_fired_time: 7.3994126320, output_fired_time: 4.7288465500, propagate_forward_time: 149.7326354980, propagate_backward_time: 247.6505432129, weight_update_time: 0.4202742279, other_time: 7.6464538574
epoch time: 31.8502674103s, input_fired_time: 0.7830076218, output_fired_time: 0.0000000000, propagate_forward_time: 29.7085437775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3587169647
validation[          , genome 18234] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       324.93024, best error:       324.93024 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 429.2590942383s, input_fired_time: 7.6045536995, output_fired_time: 4.8568086624, propagate_forward_time: 154.1541595459, propagate_backward_time: 254.8299407959, weight_update_time: 0.4320801795, other_time: 7.8136138916
epoch time: 33.1703262329s, input_fired_time: 0.8163271546, output_fired_time: 0.0000000000, propagate_forward_time: 30.9371891022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4168109894
validation[          , genome 18234] predictions:    9900/  10000 (99.00%), best:    9906/10000 (99.06%), error:       340.40982, best error:       324.93024 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 427.5570678711s, input_fired_time: 7.5797653198, output_fired_time: 4.8521456718, propagate_forward_time: 153.3729248047, propagate_backward_time: 253.9527282715, weight_update_time: 0.4298425317, other_time: 7.7994995117
epoch time: 32.9268455505s, input_fired_time: 0.8087928295, output_fired_time: 0.0000000000, propagate_forward_time: 30.7181873322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3998661041
validation[          , genome 18234] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       339.24753, best error:       324.93024 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 428.0824584961s, input_fired_time: 7.5828185081, output_fired_time: 4.8380980492, propagate_forward_time: 153.7169799805, propagate_backward_time: 254.1316070557, weight_update_time: 0.4310289025, other_time: 7.8129425049
epoch time: 32.8468971252s, input_fired_time: 0.8069612384, output_fired_time: 0.0000000000, propagate_forward_time: 30.6445312500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3954048157
validation[          , genome 18234] predictions:    9903/  10000 (99.03%), best:    9906/10000 (99.06%), error:       351.87354, best error:       324.93024 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 429.2267150879s, input_fired_time: 7.6137237549, output_fired_time: 4.8471465111, propagate_forward_time: 154.1569061279, propagate_backward_time: 254.7691192627, weight_update_time: 0.4323711395, other_time: 7.8398284912
epoch time: 33.1569900513s, input_fired_time: 0.8158522248, output_fired_time: 0.0000000000, propagate_forward_time: 30.9291839600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4119529724
validation[          , genome 18234] predictions:    9896/  10000 (98.96%), best:    9906/10000 (99.06%), error:       347.63373, best error:       324.93024 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 429.6244201660s, input_fired_time: 7.6293020248, output_fired_time: 4.8555703163, propagate_forward_time: 154.3011016846, propagate_backward_time: 255.0071563721, weight_update_time: 0.4328280389, other_time: 7.8312835693
epoch time: 33.1348648071s, input_fired_time: 0.8140342236, output_fired_time: 0.0000000000, propagate_forward_time: 30.9149017334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4059295654
validation[          , genome 18234] predictions:    9894/  10000 (98.94%), best:    9906/10000 (99.06%), error:       376.53223, best error:       324.93024 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 430.8967285156s, input_fired_time: 7.6521568298, output_fired_time: 4.8687911034, propagate_forward_time: 154.7321166992, propagate_backward_time: 255.7823944092, weight_update_time: 0.4339686036, other_time: 7.8612518311
epoch time: 33.1513824463s, input_fired_time: 0.8124317527, output_fired_time: 0.0000000000, propagate_forward_time: 30.9334259033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4055252075
validation[          , genome 18234] predictions:    9912/  10000 (99.12%), best:    9912/10000 (99.12%), error:       315.52777, best error:       315.52777 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 4188.7778320312s, input_fired_time: 7.6291465759, output_fired_time: 4.8756275177, propagate_forward_time: 3912.7680664062, propagate_backward_time: 255.6050872803, weight_update_time: 0.4336158037, other_time: 7.9002838135
epoch time: 33.1454734802s, input_fired_time: 0.8129489422, output_fired_time: 0.0000000000, propagate_forward_time: 30.9291152954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4034080505
validation[          , genome 18234] predictions:    9911/  10000 (99.11%), best:    9912/10000 (99.12%), error:       322.85699, best error:       315.52777 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 430.5850830078s, input_fired_time: 7.6351108551, output_fired_time: 4.8673830032, propagate_forward_time: 154.5476226807, propagate_backward_time: 255.6834259033, weight_update_time: 0.4337983131, other_time: 7.8515472412
epoch time: 33.1381721497s, input_fired_time: 0.8149194121, output_fired_time: 0.0000000000, propagate_forward_time: 30.9157161713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4075374603
validation[          , genome 18234] predictions:    9899/  10000 (98.99%), best:    9912/10000 (99.12%), error:       339.57254, best error:       315.52777 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 430.9709777832s, input_fired_time: 7.6456232071, output_fired_time: 4.8799276352, propagate_forward_time: 154.5835571289, propagate_backward_time: 256.0139770508, weight_update_time: 0.4338052273, other_time: 7.8479003906
epoch time: 33.1304168701s, input_fired_time: 0.8131238222, output_fired_time: 0.0000000000, propagate_forward_time: 30.9122753143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4050159454
validation[          , genome 18234] predictions:    9901/  10000 (99.01%), best:    9912/10000 (99.12%), error:       326.02448, best error:       315.52777 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 430.8728942871s, input_fired_time: 7.6476054192, output_fired_time: 4.8796234131, propagate_forward_time: 154.5258178711, propagate_backward_time: 255.9465179443, weight_update_time: 0.4339471161, other_time: 7.8733062744
epoch time: 32.9173660278s, input_fired_time: 0.8111250401, output_fired_time: 0.0000000000, propagate_forward_time: 30.7035026550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4027366638
validation[          , genome 18234] predictions:    9896/  10000 (98.96%), best:    9912/10000 (99.12%), error:       330.54797, best error:       315.52777 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 430.8064880371s, input_fired_time: 7.6615810394, output_fired_time: 4.8697862625, propagate_forward_time: 154.7347106934, propagate_backward_time: 255.6857299805, weight_update_time: 0.4341807663, other_time: 7.8546752930
epoch time: 33.1480827332s, input_fired_time: 0.8175229430, output_fired_time: 0.0000000000, propagate_forward_time: 30.9193420410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4112167358
validation[          , genome 18234] predictions:    9902/  10000 (99.02%), best:    9912/10000 (99.12%), error:       333.39722, best error:       315.52777 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 430.8318786621s, input_fired_time: 7.6543455124, output_fired_time: 4.8671278954, propagate_forward_time: 154.7331085205, propagate_backward_time: 255.7068176270, weight_update_time: 0.4342262447, other_time: 7.8704528809
epoch time: 33.1457481384s, input_fired_time: 0.8172539473, output_fired_time: 0.0000000000, propagate_forward_time: 30.9203205109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4081745148
validation[          , genome 18234] predictions:    9907/  10000 (99.07%), best:    9912/10000 (99.12%), error:       326.37772, best error:       315.52777 on epoch:    92, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 431.2922363281s, input_fired_time: 7.6767916679, output_fired_time: 4.8841404915, propagate_forward_time: 154.7559967041, propagate_backward_time: 256.1130371094, weight_update_time: 0.4340298474, other_time: 7.8622436523
epoch time: 33.1407546997s, input_fired_time: 0.8158394694, output_fired_time: 0.0000000000, propagate_forward_time: 30.9171829224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4077339172
validation[          , genome 18234] predictions:    9904/  10000 (99.04%), best:    9912/10000 (99.12%), error:       334.85934, best error:       315.52777 on epoch:    92, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 431.3901977539s, input_fired_time: 7.6699333191, output_fired_time: 4.8852105141, propagate_forward_time: 154.7675170898, propagate_backward_time: 256.2103271484, weight_update_time: 0.4342338741, other_time: 7.8572082520
epoch time: 33.1553153992s, input_fired_time: 0.8190181851, output_fired_time: 0.0000000000, propagate_forward_time: 30.9236812592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4126148224
validation[          , genome 18234] predictions:    9893/  10000 (98.93%), best:    9912/10000 (99.12%), error:       339.53622, best error:       315.52777 on epoch:    92, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 165.7736358643s, input_fired_time: 4.1061730385, output_fired_time: 0.0000000000, propagate_forward_time: 154.5759735107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.0914916992
best training[          , genome 18234] predictions:   49985/  50000 (99.97%), best:    9912/10000 (99.12%), error:       219.59462, best error:       315.52777 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 33.1348495483s, input_fired_time: 0.8036350608, output_fired_time: 0.0000000000, propagate_forward_time: 30.9229602814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4082546234
   testing[          , genome 18234] predictions:    9886/  10000 (98.86%), best:    9912/10000 (99.12%), error:       353.66565, best error:       315.52777 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:27:41 (3146): called boinc_finish(0)

</stderr_txt>
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