Nameexact_genome_1512568488_44_6210_1
Workunit2602378
Created7 Dec 2017, 18:37:06 UTC
Sent7 Dec 2017, 18:44:32 UTC
Report deadline15 Dec 2017, 23:32:35 UTC
Received9 Dec 2017, 3:39:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time4 hours 4 min 41 sec
CPU time4 hours 4 min 15 sec
Validate stateValid
Credit2,050.01
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.27 MB
Peak swap size159.04 MB
Peak disk usage2.02 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
97.07%), error:      1057.90613, best error:       980.83063 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 134.3322753906s, input_fired_time: 1.4130911827, output_fired_time: 1.3113136292, propagate_forward_time: 50.8373947144, propagate_backward_time: 77.6882324219, weight_update_time: 0.1556196213, other_time: 3.0822525024
epoch time: 10.9651136398s, input_fired_time: 0.1734082997, output_fired_time: 0.0000000000, propagate_forward_time: 10.2554178238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5362873077
validation[          , genome  6210] predictions:    9627/  10000 (96.27%), best:    9707/10000 (97.07%), error:      1208.78235, best error:       980.83063 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 133.1192169189s, input_fired_time: 1.4073296785, output_fired_time: 1.3000129461, propagate_forward_time: 50.3362960815, propagate_backward_time: 77.0159149170, weight_update_time: 0.1549622566, other_time: 3.0596542358
epoch time: 10.8132104874s, input_fired_time: 0.1742387116, output_fired_time: 0.0000000000, propagate_forward_time: 10.0979948044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5409765244
validation[          , genome  6210] predictions:    9680/  10000 (96.80%), best:    9707/10000 (97.07%), error:      1066.82593, best error:       980.83063 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 133.9580841064s, input_fired_time: 1.4111002684, output_fired_time: 1.3110209703, propagate_forward_time: 50.6396408081, propagate_backward_time: 77.5082015991, weight_update_time: 0.1563001573, other_time: 3.0881195068
epoch time: 10.8519754410s, input_fired_time: 0.1735147685, output_fired_time: 0.0000000000, propagate_forward_time: 10.1387319565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397291183
validation[          , genome  6210] predictions:    9687/  10000 (96.87%), best:    9707/10000 (97.07%), error:       994.08710, best error:       980.83063 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 133.8357391357s, input_fired_time: 1.4138904810, output_fired_time: 1.3030221462, propagate_forward_time: 50.6066017151, propagate_backward_time: 77.4289398193, weight_update_time: 0.1560497582, other_time: 3.0832824707
epoch time: 10.8744621277s, input_fired_time: 0.1723786891, output_fired_time: 0.0000000000, propagate_forward_time: 10.1712446213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5308389664
validation[          , genome  6210] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       948.28662, best error:       948.28662 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 134.2241668701s, input_fired_time: 1.4163626432, output_fired_time: 1.3088003397, propagate_forward_time: 50.7655830383, propagate_backward_time: 77.6657485962, weight_update_time: 0.1551537365, other_time: 3.0676651001
epoch time: 10.7567901611s, input_fired_time: 0.1730452627, output_fired_time: 0.0000000000, propagate_forward_time: 10.0352220535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5485229492
validation[          , genome  6210] predictions:    9687/  10000 (96.87%), best:    9722/10000 (97.22%), error:      1039.11328, best error:       948.28662 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 132.8061676025s, input_fired_time: 1.4097145796, output_fired_time: 1.3000183105, propagate_forward_time: 50.1922302246, propagate_backward_time: 76.8292236328, weight_update_time: 0.1547031403, other_time: 3.0749816895
epoch time: 10.7454261780s, input_fired_time: 0.1728722304, output_fired_time: 0.0000000000, propagate_forward_time: 10.0360345840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365190506
validation[          , genome  6210] predictions:    9677/  10000 (96.77%), best:    9722/10000 (97.22%), error:      1029.71838, best error:       948.28662 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 133.7864379883s, input_fired_time: 1.4195435047, output_fired_time: 1.3086773157, propagate_forward_time: 50.6489601135, propagate_backward_time: 77.3278579712, weight_update_time: 0.1556524485, other_time: 3.0814132690
epoch time: 10.8329715729s, input_fired_time: 0.1746314615, output_fired_time: 0.0000000000, propagate_forward_time: 10.1176061630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407342911
validation[          , genome  6210] predictions:    9579/  10000 (95.79%), best:    9722/10000 (97.22%), error:      1291.90698, best error:       948.28662 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 133.8774871826s, input_fired_time: 1.4142040014, output_fired_time: 1.3118964434, propagate_forward_time: 50.6029129028, propagate_backward_time: 77.4791870117, weight_update_time: 0.1554138213, other_time: 3.0692977905
epoch time: 10.8582477570s, input_fired_time: 0.1770941764, output_fired_time: 0.0000000000, propagate_forward_time: 10.1113080978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5698451996
validation[          , genome  6210] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       913.35968, best error:       913.35968 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 132.9133605957s, input_fired_time: 1.4091001749, output_fired_time: 1.3003748655, propagate_forward_time: 50.1271209717, propagate_backward_time: 77.0319442749, weight_update_time: 0.1541368216, other_time: 3.0448226929
epoch time: 10.6936197281s, input_fired_time: 0.1748209000, output_fired_time: 0.0000000000, propagate_forward_time: 9.9706478119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481510162
validation[          , genome  6210] predictions:    9676/  10000 (96.76%), best:    9733/10000 (97.33%), error:      1055.31885, best error:       913.35968 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 133.7432556152s, input_fired_time: 1.4147255421, output_fired_time: 1.3051701784, propagate_forward_time: 50.6120834351, propagate_backward_time: 77.3155822754, weight_update_time: 0.1563600004, other_time: 3.0956954956
epoch time: 10.9720935822s, input_fired_time: 0.1768545806, output_fired_time: 0.0000000000, propagate_forward_time: 10.2477846146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5474548340
validation[          , genome  6210] predictions:    9716/  10000 (97.16%), best:    9733/10000 (97.33%), error:       962.60999, best error:       913.35968 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 133.9840850830s, input_fired_time: 1.4125949144, output_fired_time: 1.3026479483, propagate_forward_time: 50.7333755493, propagate_backward_time: 77.4698257446, weight_update_time: 0.1547989249, other_time: 3.0656433105
epoch time: 10.8714675903s, input_fired_time: 0.1750984341, output_fired_time: 0.0000000000, propagate_forward_time: 10.1550874710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412817001
validation[          , genome  6210] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       890.75446, best error:       890.75446 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 132.4756774902s, input_fired_time: 1.4196405411, output_fired_time: 1.2929347754, propagate_forward_time: 50.1124114990, propagate_backward_time: 76.5670318604, weight_update_time: 0.1539643705, other_time: 3.0836486816
epoch time: 9.6509370804s, input_fired_time: 0.1633792371, output_fired_time: 0.0000000000, propagate_forward_time: 8.9626379013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5249195099
validation[          , genome  6210] predictions:    9707/  10000 (97.07%), best:    9752/10000 (97.52%), error:      1002.01379, best error:       890.75446 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 133.8102416992s, input_fired_time: 1.4197276831, output_fired_time: 1.3076694012, propagate_forward_time: 50.6684150696, propagate_backward_time: 77.3502349854, weight_update_time: 0.1548081487, other_time: 3.0642089844
epoch time: 10.8881759644s, input_fired_time: 0.1743836999, output_fired_time: 0.0000000000, propagate_forward_time: 10.1801204681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336713791
validation[          , genome  6210] predictions:    9579/  10000 (95.79%), best:    9752/10000 (97.52%), error:      1285.37170, best error:       890.75446 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 133.2126617432s, input_fired_time: 1.4125145674, output_fired_time: 1.2986264229, propagate_forward_time: 50.4120826721, propagate_backward_time: 77.0348281860, weight_update_time: 0.1542858928, other_time: 3.0546035767
epoch time: 10.8618545532s, input_fired_time: 0.1742192507, output_fired_time: 0.0000000000, propagate_forward_time: 10.1545982361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330371857
validation[          , genome  6210] predictions:    9690/  10000 (96.90%), best:    9752/10000 (97.52%), error:      1012.31909, best error:       890.75446 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 132.8645782471s, input_fired_time: 1.4131246805, output_fired_time: 1.2991483212, propagate_forward_time: 50.2370338440, propagate_backward_time: 76.8830184937, weight_update_time: 0.1529746354, other_time: 3.0322494507
epoch time: 10.9052305222s, input_fired_time: 0.1764588058, output_fired_time: 0.0000000000, propagate_forward_time: 10.1848955154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5438766479
validation[          , genome  6210] predictions:    9654/  10000 (96.54%), best:    9752/10000 (97.52%), error:      1102.50806, best error:       890.75446 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 134.0016021729s, input_fired_time: 1.4140027761, output_fired_time: 1.3048540354, propagate_forward_time: 50.6945953369, propagate_backward_time: 77.5496215820, weight_update_time: 0.1535628885, other_time: 3.0385284424
epoch time: 10.9099941254s, input_fired_time: 0.1762729287, output_fired_time: 0.0000000000, propagate_forward_time: 10.1782360077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5554847717
validation[          , genome  6210] predictions:    9709/  10000 (97.09%), best:    9752/10000 (97.52%), error:       935.42487, best error:       890.75446 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 133.9413757324s, input_fired_time: 1.4098227024, output_fired_time: 1.3037228584, propagate_forward_time: 50.6760253906, propagate_backward_time: 77.5446929932, weight_update_time: 0.1528573632, other_time: 3.0071105957
epoch time: 10.8418779373s, input_fired_time: 0.1751296073, output_fired_time: 0.0000000000, propagate_forward_time: 10.1328811646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5338668823
validation[          , genome  6210] predictions:    9715/  10000 (97.15%), best:    9752/10000 (97.52%), error:       947.89850, best error:       890.75446 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 133.7344360352s, input_fired_time: 1.4080369473, output_fired_time: 1.3028542995, propagate_forward_time: 50.6072463989, propagate_backward_time: 77.4215698242, weight_update_time: 0.1525415182, other_time: 2.9947280884
epoch time: 10.7772312164s, input_fired_time: 0.1756139845, output_fired_time: 0.0000000000, propagate_forward_time: 10.0495910645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520257950
validation[          , genome  6210] predictions:    9652/  10000 (96.52%), best:    9752/10000 (97.52%), error:      1075.19934, best error:       890.75446 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 133.1659088135s, input_fired_time: 1.4095244408, output_fired_time: 1.2985841036, propagate_forward_time: 50.2925567627, propagate_backward_time: 77.1374359131, weight_update_time: 0.1534042358, other_time: 3.0278015137
epoch time: 10.8166866302s, input_fired_time: 0.1737693250, output_fired_time: 0.0000000000, propagate_forward_time: 10.1185331345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243844986
validation[          , genome  6210] predictions:    9715/  10000 (97.15%), best:    9752/10000 (97.52%), error:       902.72382, best error:       890.75446 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 134.0367279053s, input_fired_time: 1.4119186401, output_fired_time: 1.3017773628, propagate_forward_time: 50.6864967346, propagate_backward_time: 77.6287841797, weight_update_time: 0.1522112787, other_time: 3.0077667236
epoch time: 10.9027690887s, input_fired_time: 0.1742587090, output_fired_time: 0.0000000000, propagate_forward_time: 10.1947393417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337705612
validation[          , genome  6210] predictions:    9639/  10000 (96.39%), best:    9752/10000 (97.52%), error:      1160.23645, best error:       890.75446 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 133.5318756104s, input_fired_time: 1.4081611633, output_fired_time: 1.2997984886, propagate_forward_time: 50.4976043701, propagate_backward_time: 77.3127441406, weight_update_time: 0.1525220424, other_time: 3.0135650635
epoch time: 10.9273471832s, input_fired_time: 0.1760036349, output_fired_time: 0.0000000000, propagate_forward_time: 10.2108383179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5405054092
validation[          , genome  6210] predictions:    9698/  10000 (96.98%), best:    9752/10000 (97.52%), error:      1028.87341, best error:       890.75446 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 133.4665832520s, input_fired_time: 1.4102615118, output_fired_time: 1.2981460094, propagate_forward_time: 50.5055007935, propagate_backward_time: 77.2395629883, weight_update_time: 0.1531717926, other_time: 3.0131149292
epoch time: 10.8872499466s, input_fired_time: 0.1762022823, output_fired_time: 0.0000000000, propagate_forward_time: 10.1734857559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375623703
validation[          , genome  6210] predictions:    9692/  10000 (96.92%), best:    9752/10000 (97.52%), error:      1003.09442, best error:       890.75446 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 133.7365722656s, input_fired_time: 1.4102237225, output_fired_time: 1.2979049683, propagate_forward_time: 50.5792922974, propagate_backward_time: 77.4438247681, weight_update_time: 0.1526336372, other_time: 3.0053253174
epoch time: 10.8223543167s, input_fired_time: 0.1745787710, output_fired_time: 0.0000000000, propagate_forward_time: 10.1162672043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5315084457
validation[          , genome  6210] predictions:    9704/  10000 (97.04%), best:    9752/10000 (97.52%), error:       926.68372, best error:       890.75446 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 133.7899475098s, input_fired_time: 1.4148850441, output_fired_time: 1.3022006750, propagate_forward_time: 50.6776390076, propagate_backward_time: 77.3812026978, weight_update_time: 0.1527667791, other_time: 3.0140151978
epoch time: 10.5880088806s, input_fired_time: 0.1731287390, output_fired_time: 0.0000000000, propagate_forward_time: 9.8834810257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5313987732
validation[          , genome  6210] predictions:    9722/  10000 (97.22%), best:    9752/10000 (97.52%), error:       972.29382, best error:       890.75446 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 133.9323120117s, input_fired_time: 1.4131139517, output_fired_time: 1.3006970882, propagate_forward_time: 50.6352233887, propagate_backward_time: 77.5745468140, weight_update_time: 0.1531216055, other_time: 3.0087356567
epoch time: 10.9493370056s, input_fired_time: 0.1752786636, output_fired_time: 0.0000000000, propagate_forward_time: 10.2421579361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319004059
validation[          , genome  6210] predictions:    9719/  10000 (97.19%), best:    9752/10000 (97.52%), error:       940.23199, best error:       890.75446 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 132.4911346436s, input_fired_time: 1.4134080410, output_fired_time: 1.2845559120, propagate_forward_time: 50.1630439758, propagate_backward_time: 76.6118927002, weight_update_time: 0.1520720273, other_time: 3.0182342529
epoch time: 10.1143350601s, input_fired_time: 0.1687623858, output_fired_time: 0.0000000000, propagate_forward_time: 9.4149227142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5306501389
validation[          , genome  6210] predictions:    9702/  10000 (97.02%), best:    9752/10000 (97.52%), error:       994.07410, best error:       890.75446 on epoch:    25, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 133.8496246338s, input_fired_time: 1.4162242413, output_fired_time: 1.3054581881, propagate_forward_time: 50.6533432007, propagate_backward_time: 77.4543838501, weight_update_time: 0.1535347998, other_time: 3.0202026367
epoch time: 10.8218994141s, input_fired_time: 0.1736919433, output_fired_time: 0.0000000000, propagate_forward_time: 10.1227235794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5254840851
validation[          , genome  6210] predictions:    9692/  10000 (96.92%), best:    9752/10000 (97.52%), error:      1022.33124, best error:       890.75446 on epoch:    25, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 131.9253845215s, input_fired_time: 1.4061592817, output_fired_time: 1.2916775942, propagate_forward_time: 49.8398742676, propagate_backward_time: 76.3664627075, weight_update_time: 0.1519604176, other_time: 3.0212173462
epoch time: 10.8944559097s, input_fired_time: 0.1775811315, output_fired_time: 0.0000000000, propagate_forward_time: 10.1735229492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433521271
validation[          , genome  6210] predictions:    9697/  10000 (96.97%), best:    9752/10000 (97.52%), error:       978.63031, best error:       890.75446 on epoch:    25, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 133.9134368896s, input_fired_time: 1.4194265604, output_fired_time: 1.3076964617, propagate_forward_time: 50.6802864075, propagate_backward_time: 77.4799346924, weight_update_time: 0.1531897336, other_time: 3.0260925293
epoch time: 10.8924798965s, input_fired_time: 0.1785682142, output_fired_time: 0.0000000000, propagate_forward_time: 10.1737451553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401668549
validation[          , genome  6210] predictions:    9704/  10000 (97.04%), best:    9752/10000 (97.52%), error:       999.11487, best error:       890.75446 on epoch:    25, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 133.5858612061s, input_fired_time: 1.4097290039, output_fired_time: 1.2988502979, propagate_forward_time: 50.4842834473, propagate_backward_time: 77.3980636597, weight_update_time: 0.1526884288, other_time: 2.9949417114
epoch time: 10.9045972824s, input_fired_time: 0.1783214509, output_fired_time: 0.0000000000, propagate_forward_time: 10.1872529984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390224457
validation[          , genome  6210] predictions:    9725/  10000 (97.25%), best:    9752/10000 (97.52%), error:       953.58716, best error:       890.75446 on epoch:    25, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 134.0492401123s, input_fired_time: 1.4192323685, output_fired_time: 1.2995009422, propagate_forward_time: 50.7656021118, propagate_backward_time: 77.5544509888, weight_update_time: 0.1525896192, other_time: 3.0104522705
epoch time: 10.8898487091s, input_fired_time: 0.1754240394, output_fired_time: 0.0000000000, propagate_forward_time: 10.1809015274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335235596
validation[          , genome  6210] predictions:    9721/  10000 (97.21%), best:    9752/10000 (97.52%), error:       896.28467, best error:       890.75446 on epoch:    25, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 133.4864501953s, input_fired_time: 1.4161945581, output_fired_time: 1.2978792191, propagate_forward_time: 50.4584693909, propagate_backward_time: 77.3113937378, weight_update_time: 0.1517295092, other_time: 3.0025100708
epoch time: 10.7100172043s, input_fired_time: 0.1733719409, output_fired_time: 0.0000000000, propagate_forward_time: 10.0033016205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333433151
validation[          , genome  6210] predictions:    9729/  10000 (97.29%), best:    9752/10000 (97.52%), error:       901.70776, best error:       890.75446 on epoch:    25, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 134.4100189209s, input_fired_time: 1.4178369045, output_fired_time: 1.3062999249, propagate_forward_time: 50.9066429138, propagate_backward_time: 77.7768020630, weight_update_time: 0.1529142708, other_time: 3.0024337769
epoch time: 10.7731828690s, input_fired_time: 0.1755377203, output_fired_time: 0.0000000000, propagate_forward_time: 10.0618734360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357713699
validation[          , genome  6210] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       887.40027, best error:       887.40027 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 134.1185607910s, input_fired_time: 1.4174931049, output_fired_time: 1.3013488054, propagate_forward_time: 50.6898193359, propagate_backward_time: 77.7179870605, weight_update_time: 0.1519276202, other_time: 2.9919128418
epoch time: 10.5880041122s, input_fired_time: 0.1741988361, output_fired_time: 0.0000000000, propagate_forward_time: 9.8729534149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408515930
validation[          , genome  6210] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       874.20197, best error:       874.20197 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 133.7247009277s, input_fired_time: 1.4210094213, output_fired_time: 1.3005728722, propagate_forward_time: 50.6122169495, propagate_backward_time: 77.3832702637, weight_update_time: 0.1525056660, other_time: 3.0076446533
epoch time: 10.8601799011s, input_fired_time: 0.1773763150, output_fired_time: 0.0000000000, propagate_forward_time: 10.1560716629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267314911
validation[          , genome  6210] predictions:    9725/  10000 (97.25%), best:    9722/10000 (97.22%), error:       910.51208, best error:       874.20197 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 133.5024566650s, input_fired_time: 1.4182143211, output_fired_time: 1.2955663204, propagate_forward_time: 50.6252098083, propagate_backward_time: 77.1899261475, weight_update_time: 0.1515805125, other_time: 2.9735412598
epoch time: 10.7514781952s, input_fired_time: 0.1763896644, output_fired_time: 0.0000000000, propagate_forward_time: 10.0372543335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378341675
validation[          , genome  6210] predictions:    9607/  10000 (96.07%), best:    9722/10000 (97.22%), error:      1239.73657, best error:       874.20197 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 132.9713897705s, input_fired_time: 1.4203218222, output_fired_time: 1.2927640676, propagate_forward_time: 50.3470802307, propagate_backward_time: 76.9102249146, weight_update_time: 0.1519389451, other_time: 3.0009994507
epoch time: 10.7886791229s, input_fired_time: 0.1748331636, output_fired_time: 0.0000000000, propagate_forward_time: 10.0860013962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5278444290
validation[          , genome  6210] predictions:    9676/  10000 (96.76%), best:    9722/10000 (97.22%), error:      1031.06323, best error:       874.20197 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 131.4679260254s, input_fired_time: 1.4076150656, output_fired_time: 1.2781374454, propagate_forward_time: 49.5760765076, propagate_backward_time: 76.2252197266, weight_update_time: 0.1505595595, other_time: 2.9808807373
epoch time: 10.8540325165s, input_fired_time: 0.1759560108, output_fired_time: 0.0000000000, propagate_forward_time: 10.1393995285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386772156
validation[          , genome  6210] predictions:    9734/  10000 (97.34%), best:    9722/10000 (97.22%), error:       876.95062, best error:       874.20197 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 133.5456085205s, input_fired_time: 1.4212924242, output_fired_time: 1.2986999750, propagate_forward_time: 50.4703521729, propagate_backward_time: 77.3567504883, weight_update_time: 0.1516434997, other_time: 2.9985046387
epoch time: 10.9336471558s, input_fired_time: 0.1768561006, output_fired_time: 0.0000000000, propagate_forward_time: 10.2230682373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337228775
validation[          , genome  6210] predictions:    9632/  10000 (96.32%), best:    9722/10000 (97.22%), error:      1184.31213, best error:       874.20197 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 134.0251770020s, input_fired_time: 1.4195026159, output_fired_time: 1.2976033688, propagate_forward_time: 50.7973136902, propagate_backward_time: 77.5302658081, weight_update_time: 0.1519762576, other_time: 2.9804763794
epoch time: 10.8054780960s, input_fired_time: 0.1750784218, output_fired_time: 0.0000000000, propagate_forward_time: 10.1088552475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5215444565
validation[          , genome  6210] predictions:    9687/  10000 (96.87%), best:    9722/10000 (97.22%), error:       981.31879, best error:       874.20197 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 134.4051666260s, input_fired_time: 1.4227403402, output_fired_time: 1.3061305285, propagate_forward_time: 50.9170532227, propagate_backward_time: 77.7570877075, weight_update_time: 0.1526070237, other_time: 3.0021438599
epoch time: 10.9314603806s, input_fired_time: 0.1792056859, output_fired_time: 0.0000000000, propagate_forward_time: 10.2136039734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386505127
validation[          , genome  6210] predictions:    9702/  10000 (97.02%), best:    9722/10000 (97.22%), error:       971.22424, best error:       874.20197 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 133.0020294189s, input_fired_time: 1.4153060913, output_fired_time: 1.2908061743, propagate_forward_time: 50.3799819946, propagate_backward_time: 76.9614791870, weight_update_time: 0.1510198712, other_time: 2.9544677734
epoch time: 10.9062376022s, input_fired_time: 0.1778529584, output_fired_time: 0.0000000000, propagate_forward_time: 10.1896982193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386867523
validation[          , genome  6210] predictions:    9737/  10000 (97.37%), best:    9722/10000 (97.22%), error:       944.65173, best error:       874.20197 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 133.7432708740s, input_fired_time: 1.4237569571, output_fired_time: 1.2999505997, propagate_forward_time: 50.6319427490, propagate_backward_time: 77.3938827515, weight_update_time: 0.1520356834, other_time: 2.9937362671
epoch time: 10.8766803741s, input_fired_time: 0.1767869741, output_fired_time: 0.0000000000, propagate_forward_time: 10.1656951904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341978073
validation[          , genome  6210] predictions:    9705/  10000 (97.05%), best:    9722/10000 (97.22%), error:       980.03320, best error:       874.20197 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 133.7140655518s, input_fired_time: 1.4253920317, output_fired_time: 1.2996865511, propagate_forward_time: 50.5430221558, propagate_backward_time: 77.4392700195, weight_update_time: 0.1519199610, other_time: 3.0067062378
epoch time: 10.8852615356s, input_fired_time: 0.1777387857, output_fired_time: 0.0000000000, propagate_forward_time: 10.1684770584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390453339
validation[          , genome  6210] predictions:    9719/  10000 (97.19%), best:    9722/10000 (97.22%), error:       962.15308, best error:       874.20197 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 133.8620910645s, input_fired_time: 1.4172866344, output_fired_time: 1.2983454466, propagate_forward_time: 50.5900115967, propagate_backward_time: 77.5882186890, weight_update_time: 0.1514253020, other_time: 2.9682388306
epoch time: 10.8853988647s, input_fired_time: 0.1770260632, output_fired_time: 0.0000000000, propagate_forward_time: 10.1825027466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5258703232
validation[          , genome  6210] predictions:    9713/  10000 (97.13%), best:    9722/10000 (97.22%), error:       994.28687, best error:       874.20197 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 133.5262451172s, input_fired_time: 1.4225199223, output_fired_time: 1.2986727953, propagate_forward_time: 50.5089492798, propagate_backward_time: 77.3115463257, weight_update_time: 0.1513382792, other_time: 2.9845581055
epoch time: 10.9119577408s, input_fired_time: 0.1783265322, output_fired_time: 0.0000000000, propagate_forward_time: 10.2013320923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5322990417
validation[          , genome  6210] predictions:    9696/  10000 (96.96%), best:    9722/10000 (97.22%), error:       956.42999, best error:       874.20197 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 133.5804901123s, input_fired_time: 1.4243633747, output_fired_time: 1.2951730490, propagate_forward_time: 50.5948066711, propagate_backward_time: 77.3033752441, weight_update_time: 0.1504745632, other_time: 2.9627838135
epoch time: 10.7311496735s, input_fired_time: 0.1787458658, output_fired_time: 0.0000000000, propagate_forward_time: 10.0014390945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5509643555
validation[          , genome  6210] predictions:    9701/  10000 (97.01%), best:    9722/10000 (97.22%), error:      1004.21204, best error:       874.20197 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 134.0083618164s, input_fired_time: 1.4226114750, output_fired_time: 1.3013706207, propagate_forward_time: 50.7389373779, propagate_backward_time: 77.5761489868, weight_update_time: 0.1517397314, other_time: 2.9692916870
epoch time: 10.8083086014s, input_fired_time: 0.1767844260, output_fired_time: 0.0000000000, propagate_forward_time: 10.0941886902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373353958
validation[          , genome  6210] predictions:    9704/  10000 (97.04%), best:    9722/10000 (97.22%), error:       972.97650, best error:       874.20197 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 134.2791748047s, input_fired_time: 1.4296479225, output_fired_time: 1.3020081520, propagate_forward_time: 50.9545173645, propagate_backward_time: 77.6282348633, weight_update_time: 0.1514739543, other_time: 2.9647827148
epoch time: 10.9345550537s, input_fired_time: 0.1783823669, output_fired_time: 0.0000000000, propagate_forward_time: 10.2217292786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5344438553
validation[          , genome  6210] predictions:    9712/  10000 (97.12%), best:    9722/10000 (97.22%), error:       948.21686, best error:       874.20197 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 133.3928222656s, input_fired_time: 1.4193143845, output_fired_time: 1.2951257229, propagate_forward_time: 50.5534210205, propagate_backward_time: 77.1689453125, weight_update_time: 0.1507536173, other_time: 2.9560241699
epoch time: 10.8143224716s, input_fired_time: 0.1779394597, output_fired_time: 0.0000000000, propagate_forward_time: 10.0964231491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399599075
validation[          , genome  6210] predictions:    9694/  10000 (96.94%), best:    9722/10000 (97.22%), error:       986.97559, best error:       874.20197 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 133.8449707031s, input_fired_time: 1.4216669798, output_fired_time: 1.3004229069, propagate_forward_time: 50.6020851135, propagate_backward_time: 77.5495605469, weight_update_time: 0.1515656114, other_time: 2.9712371826
epoch time: 10.8701639175s, input_fired_time: 0.1800832003, output_fired_time: 0.0000000000, propagate_forward_time: 10.1474208832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426597595
validation[          , genome  6210] predictions:    9642/  10000 (96.42%), best:    9722/10000 (97.22%), error:      1187.84607, best error:       874.20197 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 133.8442535400s, input_fired_time: 1.4226192236, output_fired_time: 1.2979280949, propagate_forward_time: 50.7373695374, propagate_backward_time: 77.4378509521, weight_update_time: 0.1507607549, other_time: 2.9484863281
epoch time: 10.7195758820s, input_fired_time: 0.1777126342, output_fired_time: 0.0000000000, propagate_forward_time: 10.0074939728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343694687
validation[          , genome  6210] predictions:    9718/  10000 (97.18%), best:    9722/10000 (97.22%), error:       933.78558, best error:       874.20197 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 134.2566070557s, input_fired_time: 1.4296661615, output_fired_time: 1.3040276766, propagate_forward_time: 50.8345527649, propagate_backward_time: 77.7129592896, weight_update_time: 0.1516475677, other_time: 2.9753952026
epoch time: 10.9141731262s, input_fired_time: 0.1778376102, output_fired_time: 0.0000000000, propagate_forward_time: 10.2056598663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5306758881
validation[          , genome  6210] predictions:    9701/  10000 (97.01%), best:    9722/10000 (97.22%), error:       998.91443, best error:       874.20197 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 133.2263336182s, input_fired_time: 1.4278126955, output_fired_time: 1.3023668528, propagate_forward_time: 50.4179534912, propagate_backward_time: 77.1015853882, weight_update_time: 0.1514427662, other_time: 2.9766159058
epoch time: 10.8842372894s, input_fired_time: 0.1798502356, output_fired_time: 0.0000000000, propagate_forward_time: 10.1690311432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5353555679
validation[          , genome  6210] predictions:    9669/  10000 (96.69%), best:    9722/10000 (97.22%), error:      1062.56921, best error:       874.20197 on epoch:    48, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 133.8161468506s, input_fired_time: 1.4321630001, output_fired_time: 1.2993525267, propagate_forward_time: 50.6145629883, propagate_backward_time: 77.4695358276, weight_update_time: 0.1522952020, other_time: 3.0005416870
epoch time: 10.9100513458s, input_fired_time: 0.1787889004, output_fired_time: 0.0000000000, propagate_forward_time: 10.1968679428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343942642
validation[          , genome  6210] predictions:    9740/  10000 (97.40%), best:    9722/10000 (97.22%), error:       900.08392, best error:       874.20197 on epoch:    48, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 133.7027587891s, input_fired_time: 1.4301677942, output_fired_time: 1.3009055853, propagate_forward_time: 50.5753326416, propagate_backward_time: 77.4065704346, weight_update_time: 0.1514847726, other_time: 2.9897918701
epoch time: 10.8827123642s, input_fired_time: 0.1790310591, output_fired_time: 0.0000000000, propagate_forward_time: 10.1744403839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292406082
validation[          , genome  6210] predictions:    9694/  10000 (96.94%), best:    9722/10000 (97.22%), error:      1049.66736, best error:       874.20197 on epoch:    48, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 134.0191040039s, input_fired_time: 1.4278413057, output_fired_time: 1.3005155325, propagate_forward_time: 50.7481498718, propagate_backward_time: 77.5694732666, weight_update_time: 0.1522025913, other_time: 2.9731140137
epoch time: 10.8486576080s, input_fired_time: 0.1795179695, output_fired_time: 0.0000000000, propagate_forward_time: 10.1309051514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5382347107
validation[          , genome  6210] predictions:    9727/  10000 (97.27%), best:    9722/10000 (97.22%), error:       902.20728, best error:       874.20197 on epoch:    48, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 133.8737945557s, input_fired_time: 1.4264265299, output_fired_time: 1.2992023230, propagate_forward_time: 50.6798057556, propagate_backward_time: 77.5050735474, weight_update_time: 0.1516112387, other_time: 2.9632797241
epoch time: 10.8209447861s, input_fired_time: 0.1794882715, output_fired_time: 0.0000000000, propagate_forward_time: 10.1008291245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5406274796
validation[          , genome  6210] predictions:    9726/  10000 (97.26%), best:    9722/10000 (97.22%), error:       914.85046, best error:       874.20197 on epoch:    48, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 134.4179687500s, input_fired_time: 1.4313175678, output_fired_time: 1.3037731647, propagate_forward_time: 50.8638610840, propagate_backward_time: 77.8474807739, weight_update_time: 0.1516849250, other_time: 2.9715347290
epoch time: 10.9159374237s, input_fired_time: 0.1799158007, output_fired_time: 0.0000000000, propagate_forward_time: 10.2046957016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5313262939
validation[          , genome  6210] predictions:    9712/  10000 (97.12%), best:    9722/10000 (97.22%), error:       923.23322, best error:       874.20197 on epoch:    48, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 133.6108398438s, input_fired_time: 1.4307883978, output_fired_time: 1.2985404730, propagate_forward_time: 50.5765037537, propagate_backward_time: 77.3475494385, weight_update_time: 0.1509563625, other_time: 2.9574584961
epoch time: 10.7800827026s, input_fired_time: 0.1782303005, output_fired_time: 0.0000000000, propagate_forward_time: 10.0768823624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5249700546
validation[          , genome  6210] predictions:    9711/  10000 (97.11%), best:    9722/10000 (97.22%), error:       965.30316, best error:       874.20197 on epoch:    48, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 134.0063171387s, input_fired_time: 1.4301708937, output_fired_time: 1.3054389954, propagate_forward_time: 50.7189254761, propagate_backward_time: 77.5783004761, weight_update_time: 0.1517176777, other_time: 2.9734802246
epoch time: 10.8335990906s, input_fired_time: 0.1794862449, output_fired_time: 0.0000000000, propagate_forward_time: 10.1167850494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373277664
validation[          , genome  6210] predictions:    9701/  10000 (97.01%), best:    9722/10000 (97.22%), error:       989.64264, best error:       874.20197 on epoch:    48, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 133.8344726563s, input_fired_time: 1.4323801994, output_fired_time: 1.3012757301, propagate_forward_time: 50.6673469543, propagate_backward_time: 77.4648971558, weight_update_time: 0.1516142935, other_time: 2.9685897827
epoch time: 10.8827180862s, input_fired_time: 0.1790433377, output_fired_time: 0.0000000000, propagate_forward_time: 10.1733198166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5303544998
validation[          , genome  6210] predictions:    9696/  10000 (96.96%), best:    9722/10000 (97.22%), error:       968.40344, best error:       874.20197 on epoch:    48, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 133.5164337158s, input_fired_time: 1.4324260950, output_fired_time: 1.2998520136, propagate_forward_time: 50.5851135254, propagate_backward_time: 77.2166671753, weight_update_time: 0.1520525515, other_time: 2.9823837280
epoch time: 10.8815956116s, input_fired_time: 0.1800110191, output_fired_time: 0.0000000000, propagate_forward_time: 10.1644258499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371589661
validation[          , genome  6210] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       835.03052, best error:       835.03052 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 133.9294891357s, input_fired_time: 1.4352779388, output_fired_time: 1.3012374640, propagate_forward_time: 50.6974067688, propagate_backward_time: 77.5062713623, weight_update_time: 0.1517796367, other_time: 2.9893035889
epoch time: 10.8113994598s, input_fired_time: 0.1796306223, output_fired_time: 0.0000000000, propagate_forward_time: 10.0977210999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340480804
validation[          , genome  6210] predictions:    9728/  10000 (97.28%), best:    9754/10000 (97.54%), error:       932.67181, best error:       835.03052 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 133.1347045898s, input_fired_time: 1.4265488386, output_fired_time: 1.2991783619, propagate_forward_time: 50.2418479919, propagate_backward_time: 77.2001342773, weight_update_time: 0.1507930458, other_time: 2.9669952393
epoch time: 10.7385406494s, input_fired_time: 0.1785385013, output_fired_time: 0.0000000000, propagate_forward_time: 10.0233783722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5366239548
validation[          , genome  6210] predictions:    9722/  10000 (97.22%), best:    9754/10000 (97.54%), error:       923.22760, best error:       835.03052 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 134.1304168701s, input_fired_time: 1.4351952076, output_fired_time: 1.3061962128, propagate_forward_time: 50.7669372559, propagate_backward_time: 77.6392974854, weight_update_time: 0.1516014636, other_time: 2.9827880859
epoch time: 10.8545722961s, input_fired_time: 0.1800714731, output_fired_time: 0.0000000000, propagate_forward_time: 10.1395807266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349197388
validation[          , genome  6210] predictions:    9740/  10000 (97.40%), best:    9754/10000 (97.54%), error:       890.14734, best error:       835.03052 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 133.8155670166s, input_fired_time: 1.4349657297, output_fired_time: 1.3003933430, propagate_forward_time: 50.6190223694, propagate_backward_time: 77.4690093994, weight_update_time: 0.1522625089, other_time: 2.9921722412
epoch time: 10.8490676880s, input_fired_time: 0.1792220175, output_fired_time: 0.0000000000, propagate_forward_time: 10.1296529770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401926041
validation[          , genome  6210] predictions:    9684/  10000 (96.84%), best:    9754/10000 (97.54%), error:      1012.57428, best error:       835.03052 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 133.4692993164s, input_fired_time: 1.4347985983, output_fired_time: 1.2973917723, propagate_forward_time: 50.4395866394, propagate_backward_time: 77.3202438354, weight_update_time: 0.1513424367, other_time: 2.9772720337
epoch time: 10.8887672424s, input_fired_time: 0.1810278594, output_fired_time: 0.0000000000, propagate_forward_time: 10.1633090973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444307327
validation[          , genome  6210] predictions:    9729/  10000 (97.29%), best:    9754/10000 (97.54%), error:       869.62622, best error:       835.03052 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 133.9338226318s, input_fired_time: 1.4345865250, output_fired_time: 1.2964228392, propagate_forward_time: 50.7037925720, propagate_backward_time: 77.5319366455, weight_update_time: 0.1516639441, other_time: 2.9670867920
epoch time: 10.8730716705s, input_fired_time: 0.1798886657, output_fired_time: 0.0000000000, propagate_forward_time: 10.1696376801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5235452652
validation[          , genome  6210] predictions:    9689/  10000 (96.89%), best:    9754/10000 (97.54%), error:       979.28253, best error:       835.03052 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 133.4837799072s, input_fired_time: 1.4391089678, output_fired_time: 1.2957117558, propagate_forward_time: 50.4937782288, propagate_backward_time: 77.2515411377, weight_update_time: 0.1519133151, other_time: 3.0036468506
epoch time: 10.9028577805s, input_fired_time: 0.1811461449, output_fired_time: 0.0000000000, propagate_forward_time: 10.1848278046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368843079
validation[          , genome  6210] predictions:    9661/  10000 (96.61%), best:    9754/10000 (97.54%), error:      1120.77368, best error:       835.03052 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 133.7049255371s, input_fired_time: 1.4398819208, output_fired_time: 1.2965211868, propagate_forward_time: 50.5519371033, propagate_backward_time: 77.4019317627, weight_update_time: 0.1524083912, other_time: 3.0146484375
epoch time: 10.8559713364s, input_fired_time: 0.1795753092, output_fired_time: 0.0000000000, propagate_forward_time: 10.1526632309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5237331390
validation[          , genome  6210] predictions:    9549/  10000 (95.49%), best:    9754/10000 (97.54%), error:      1417.59167, best error:       835.03052 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 133.8944549561s, input_fired_time: 1.4397625923, output_fired_time: 1.3017441034, propagate_forward_time: 50.6768836975, propagate_backward_time: 77.4835739136, weight_update_time: 0.1520924419, other_time: 2.9925003052
epoch time: 10.8925027847s, input_fired_time: 0.1815439314, output_fired_time: 0.0000000000, propagate_forward_time: 10.1700229645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5409355164
validation[          , genome  6210] predictions:    9641/  10000 (96.41%), best:    9754/10000 (97.54%), error:      1149.71167, best error:       835.03052 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 133.7485809326s, input_fired_time: 1.4432015419, output_fired_time: 1.3007608652, propagate_forward_time: 50.6139068604, propagate_backward_time: 77.3902740479, weight_update_time: 0.1525317878, other_time: 3.0004272461
epoch time: 10.9520559311s, input_fired_time: 0.1829719245, output_fired_time: 0.0000000000, propagate_forward_time: 10.2221937180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5468902588
validation[          , genome  6210] predictions:    9705/  10000 (97.05%), best:    9754/10000 (97.54%), error:       954.07300, best error:       835.03052 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 133.7740478516s, input_fired_time: 1.4381730556, output_fired_time: 1.2994474173, propagate_forward_time: 50.6220245361, propagate_backward_time: 77.4286651611, weight_update_time: 0.1523689628, other_time: 2.9857330322
epoch time: 10.9140949249s, input_fired_time: 0.1806397885, output_fired_time: 0.0000000000, propagate_forward_time: 10.2068986893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5265560150
validation[          , genome  6210] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       820.17450, best error:       820.17450 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 133.3071746826s, input_fired_time: 1.4384362698, output_fired_time: 1.2940658331, propagate_forward_time: 50.4604682922, propagate_backward_time: 77.1348724365, weight_update_time: 0.1512261480, other_time: 2.9793395996
epoch time: 10.8706560135s, input_fired_time: 0.1807907969, output_fired_time: 0.0000000000, propagate_forward_time: 10.1572179794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326471329
validation[          , genome  6210] predictions:    9600/  10000 (96.00%), best:    9756/10000 (97.56%), error:      1223.74329, best error:       820.17450 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 133.3233489990s, input_fired_time: 1.4371466637, output_fired_time: 1.2995538712, propagate_forward_time: 50.4384613037, propagate_backward_time: 77.1756973267, weight_update_time: 0.1514836550, other_time: 2.9724807739
epoch time: 10.8654994965s, input_fired_time: 0.1818132699, output_fired_time: 0.0000000000, propagate_forward_time: 10.1502456665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334405899
validation[          , genome  6210] predictions:    9719/  10000 (97.19%), best:    9756/10000 (97.56%), error:       926.08325, best error:       820.17450 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 132.3178253174s, input_fired_time: 1.4333454370, output_fired_time: 1.2837580442, propagate_forward_time: 49.9432067871, propagate_backward_time: 76.6825790405, weight_update_time: 0.1507070661, other_time: 2.9749374390
epoch time: 10.9456462860s, input_fired_time: 0.1816110164, output_fired_time: 0.0000000000, propagate_forward_time: 10.2321100235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319252014
validation[          , genome  6210] predictions:    9731/  10000 (97.31%), best:    9756/10000 (97.56%), error:       895.44855, best error:       820.17450 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 133.8717956543s, input_fired_time: 1.4456220865, output_fired_time: 1.2960060835, propagate_forward_time: 50.6088790894, propagate_backward_time: 77.5199737549, weight_update_time: 0.1527714282, other_time: 3.0013198853
epoch time: 10.9308242798s, input_fired_time: 0.1824727356, output_fired_time: 0.0000000000, propagate_forward_time: 10.2095375061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5388135910
validation[          , genome  6210] predictions:    9753/  10000 (97.53%), best:    9756/10000 (97.56%), error:       843.44568, best error:       820.17450 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 134.1099700928s, input_fired_time: 1.4455411434, output_fired_time: 1.2954971790, propagate_forward_time: 50.7388954163, propagate_backward_time: 77.6409988403, weight_update_time: 0.1522911042, other_time: 2.9890365601
epoch time: 10.9437685013s, input_fired_time: 0.1806586981, output_fired_time: 0.0000000000, propagate_forward_time: 10.2374706268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5256395340
validation[          , genome  6210] predictions:    9736/  10000 (97.36%), best:    9756/10000 (97.56%), error:       923.61938, best error:       820.17450 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 134.1012878418s, input_fired_time: 1.4432713985, output_fired_time: 1.3037049770, propagate_forward_time: 50.7020645142, propagate_backward_time: 77.6840438843, weight_update_time: 0.1518548727, other_time: 2.9682006836
epoch time: 10.8910913467s, input_fired_time: 0.1801784784, output_fired_time: 0.0000000000, propagate_forward_time: 10.1828832626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5280294418
validation[          , genome  6210] predictions:    9237/  10000 (92.37%), best:    9756/10000 (97.56%), error:      2402.21362, best error:       820.17450 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

resetting weights to those on epoch: 88
epoch time: 133.5214233398s, input_fired_time: 1.4411046505, output_fired_time: 1.2945727110, propagate_forward_time: 50.4260559082, propagate_backward_time: 77.3683853149, weight_update_time: 0.1525087357, other_time: 2.9913101196
epoch time: 10.7816648483s, input_fired_time: 0.1812977046, output_fired_time: 0.0000000000, propagate_forward_time: 10.0683622360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320053101
validation[          , genome  6210] predictions:    9760/  10000 (97.60%), best:    9756/10000 (97.56%), error:       827.50006, best error:       820.17450 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 133.7757415771s, input_fired_time: 1.4492641687, output_fired_time: 1.2994728088, propagate_forward_time: 50.6879959106, propagate_backward_time: 77.3266067505, weight_update_time: 0.1527309269, other_time: 3.0124053955
epoch time: 10.9479484558s, input_fired_time: 0.1827235967, output_fired_time: 0.0000000000, propagate_forward_time: 10.2335586548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316658020
validation[          , genome  6210] predictions:    9724/  10000 (97.24%), best:    9756/10000 (97.56%), error:       907.07385, best error:       820.17450 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 130.8314971924s, input_fired_time: 1.4316650629, output_fired_time: 1.2787810564, propagate_forward_time: 49.1781654358, propagate_backward_time: 75.9515304565, weight_update_time: 0.1505575031, other_time: 2.9913558960
epoch time: 10.8369665146s, input_fired_time: 0.1821004450, output_fired_time: 0.0000000000, propagate_forward_time: 10.1163740158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384922028
validation[          , genome  6210] predictions:    9726/  10000 (97.26%), best:    9756/10000 (97.56%), error:       874.81421, best error:       820.17450 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 133.0382232666s, input_fired_time: 1.4436705112, output_fired_time: 1.2931447029, propagate_forward_time: 50.3120536804, propagate_backward_time: 77.0143585205, weight_update_time: 0.1512769014, other_time: 2.9749908447
epoch time: 10.9079999924s, input_fired_time: 0.1852426529, output_fired_time: 0.0000000000, propagate_forward_time: 10.1804571152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423002243
validation[          , genome  6210] predictions:    9730/  10000 (97.30%), best:    9756/10000 (97.56%), error:       898.35638, best error:       820.17450 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 134.2098846436s, input_fired_time: 1.4500244856, output_fired_time: 1.3018450737, propagate_forward_time: 50.7986946106, propagate_backward_time: 77.6725769043, weight_update_time: 0.1521867067, other_time: 2.9867401123
epoch time: 10.7458381653s, input_fired_time: 0.1804892719, output_fired_time: 0.0000000000, propagate_forward_time: 10.0401020050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5252466202
validation[          , genome  6210] predictions:    9723/  10000 (97.23%), best:    9756/10000 (97.56%), error:       909.52399, best error:       820.17450 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 133.3677215576s, input_fired_time: 1.4479870796, output_fired_time: 1.2935414314, propagate_forward_time: 50.4457550049, propagate_backward_time: 77.1681594849, weight_update_time: 0.1522404552, other_time: 3.0122756958
epoch time: 10.9618854523s, input_fired_time: 0.1842934191, output_fired_time: 0.0000000000, propagate_forward_time: 10.2396621704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379295349
validation[          , genome  6210] predictions:    9728/  10000 (97.28%), best:    9756/10000 (97.56%), error:       880.72565, best error:       820.17450 on epoch:    88, 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: 54.6076316833s, input_fired_time: 0.9124860168, output_fired_time: 0.0000000000, propagate_forward_time: 50.9095001221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7856445313
best training[          , genome  6210] predictions:   49558/  50000 (99.12%), best:    9756/10000 (97.56%), error:      1732.54712, best error:       820.17450 on epoch:    88, 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: 10.8305883408s, input_fired_time: 0.1803023517, output_fired_time: 0.0000000000, propagate_forward_time: 10.1141195297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5361661911
   testing[          , genome  6210] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       757.64301, best error:       820.17450 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:38:44 (6188): called boinc_finish(0)

</stderr_txt>
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