Nameexact_genome_1540801504_186_5401_0
Workunit4076621
Created29 Oct 2018, 9:37:30 UTC
Sent29 Oct 2018, 9:44:43 UTC
Report deadline2 Jan 2019, 17:58:04 UTC
Received30 Oct 2018, 5:47:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID44167
Run time19 hours 54 min 3 sec
CPU time19 hours 26 min 25 sec
Validate stateValid
Credit16,335.65
Device peak FLOPS3.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size528.11 MB
Peak swap size547.92 MB
Peak disk usage8.61 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
, propagate_backward_time: 392.2278747559, weight_update_time: 0.5463092327, other_time: 11.6141662598
epoch time: 45.2412071228s, input_fired_time: 0.5862293839, output_fired_time: 0.0000000000, propagate_forward_time: 43.3738975525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2810783386
validation[          , genome  5401] predictions:    5819/  10000 (58.19%), best:    5819/10000 (58.19%), error:     12187.21973, best error:     12187.21973 on epoch:    15, epoch:   15/100, mu: 0.7857502103, learning_rate: 0.0004071441, weight_decay: 0.0002478437

epoch time: 631.5501708984s, input_fired_time: 9.3296422958, output_fired_time: 3.3385448456, propagate_forward_time: 230.4411621094, propagate_backward_time: 380.4034118652, weight_update_time: 0.4692873955, other_time: 8.0373840332
epoch time: 66.0633926392s, input_fired_time: 0.5924723148, output_fired_time: 0.0000000000, propagate_forward_time: 64.2023620605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2685546875
validation[          , genome  5401] predictions:    5465/  10000 (54.65%), best:    5819/10000 (58.19%), error:     13111.42578, best error:     12187.21973 on epoch:    15, epoch:   16/100, mu: 0.7971745133, learning_rate: 0.0003808934, weight_decay: 0.0002342960

epoch time: 580.5631103516s, input_fired_time: 9.1751480103, output_fired_time: 3.3103027344, propagate_forward_time: 206.5579528809, propagate_backward_time: 353.5649108887, weight_update_time: 0.4653090239, other_time: 7.9547729492
epoch time: 42.4565048218s, input_fired_time: 0.5165793896, output_fired_time: 0.0000000000, propagate_forward_time: 40.7547912598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1851348877
validation[          , genome  5401] predictions:    5733/  10000 (57.33%), best:    5819/10000 (58.19%), error:     12278.03223, best error:     12187.21973 on epoch:    15, epoch:   17/100, mu: 0.8079597950, learning_rate: 0.0003563352, weight_decay: 0.0002214888

epoch time: 627.3983764648s, input_fired_time: 9.6010293961, output_fired_time: 3.4793350697, propagate_forward_time: 222.9762268066, propagate_backward_time: 383.0217895508, weight_update_time: 0.4889690578, other_time: 8.3200378418
epoch time: 42.9941596985s, input_fired_time: 0.5273380876, output_fired_time: 0.0000000000, propagate_forward_time: 41.2452583313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2215614319
validation[          , genome  5401] predictions:    5811/  10000 (58.11%), best:    5811/10000 (58.11%), error:     12088.91895, best error:     12088.91895 on epoch:    18, epoch:   18/100, mu: 0.8181418777, learning_rate: 0.0003333604, weight_decay: 0.0002093817

epoch time: 635.6786499023s, input_fired_time: 10.5640468597, output_fired_time: 4.7796955109, propagate_forward_time: 230.7162628174, propagate_backward_time: 379.7208251953, weight_update_time: 0.5522045493, other_time: 9.8978271484
epoch time: 45.8768081665s, input_fired_time: 0.5642973781, output_fired_time: 0.0000000000, propagate_forward_time: 44.0094642639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3030471802
validation[          , genome  5401] predictions:    5275/  10000 (52.75%), best:    5811/10000 (58.11%), error:     13584.56836, best error:     12088.91895 on epoch:    18, epoch:   19/100, mu: 0.8277544379, learning_rate: 0.0003118669, weight_decay: 0.0001979364

epoch time: 654.4051513672s, input_fired_time: 13.1612806320, output_fired_time: 5.8505167961, propagate_forward_time: 226.9426422119, propagate_backward_time: 393.6613159180, weight_update_time: 0.6450312734, other_time: 14.7894287109
epoch time: 50.5638504028s, input_fired_time: 1.2838147879, output_fired_time: 0.0000000000, propagate_forward_time: 46.4440650940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8359718323
validation[          , genome  5401] predictions:    5836/  10000 (58.36%), best:    5836/10000 (58.36%), error:     12000.65723, best error:     12000.65723 on epoch:    20, epoch:   20/100, mu: 0.8368293047, learning_rate: 0.0002917592, weight_decay: 0.0001871167

epoch time: 640.6327514648s, input_fired_time: 13.1227073669, output_fired_time: 5.8025593758, propagate_forward_time: 222.8018798828, propagate_backward_time: 383.1866455078, weight_update_time: 0.6718236804, other_time: 15.7189941406
epoch time: 48.0163612366s, input_fired_time: 1.0514534712, output_fired_time: 0.0000000000, propagate_forward_time: 44.2260932922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7388153076
validation[          , genome  5401] predictions:    5883/  10000 (58.83%), best:    5883/10000 (58.83%), error:     11962.01074, best error:     11962.01074 on epoch:    21, epoch:   21/100, mu: 0.8453965783, learning_rate: 0.0002729479, weight_decay: 0.0001768885

epoch time: 625.3416748047s, input_fired_time: 12.7167453766, output_fired_time: 5.4218611717, propagate_forward_time: 218.6608734131, propagate_backward_time: 372.5615539551, weight_update_time: 0.6880180836, other_time: 15.9806213379
epoch time: 47.3582725525s, input_fired_time: 1.0176942348, output_fired_time: 0.0000000000, propagate_forward_time: 43.6129570007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7276229858
validation[          , genome  5401] predictions:    5612/  10000 (56.12%), best:    5883/10000 (58.83%), error:     12641.07715, best error:     11962.01074 on epoch:    21, epoch:   22/100, mu: 0.8534846902, learning_rate: 0.0002553496, weight_decay: 0.0001672194

epoch time: 625.9440917969s, input_fired_time: 12.7353668213, output_fired_time: 5.4433069229, propagate_forward_time: 218.4826049805, propagate_backward_time: 373.3523864746, weight_update_time: 0.6820029616, other_time: 15.9304504395
epoch time: 47.4756355286s, input_fired_time: 1.0273362398, output_fired_time: 0.0000000000, propagate_forward_time: 43.7134704590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7348289490
validation[          , genome  5401] predictions:    5718/  10000 (57.18%), best:    5883/10000 (58.83%), error:     12251.44043, best error:     11962.01074 on epoch:    21, epoch:   23/100, mu: 0.8611204028, learning_rate: 0.0002388858, weight_decay: 0.0001580788

epoch time: 628.3382568359s, input_fired_time: 12.3968381882, output_fired_time: 5.3147773743, propagate_forward_time: 219.6311035156, propagate_backward_time: 375.8856811523, weight_update_time: 0.6592522264, other_time: 15.1098632813
epoch time: 48.1179008484s, input_fired_time: 0.8548390865, output_fired_time: 0.0000000000, propagate_forward_time: 45.1400337219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1230278015
validation[          , genome  5401] predictions:    5763/  10000 (57.63%), best:    5883/10000 (58.83%), error:     12170.44434, best error:     11962.01074 on epoch:    21, epoch:   24/100, mu: 0.8683290482, learning_rate: 0.0002234836, weight_decay: 0.0001494378

epoch time: 635.0316162109s, input_fired_time: 12.0052089691, output_fired_time: 5.1524066925, propagate_forward_time: 222.0864257813, propagate_backward_time: 382.0367736816, weight_update_time: 0.6220234036, other_time: 13.7508239746
epoch time: 48.3730926514s, input_fired_time: 1.0808804035, output_fired_time: 0.0000000000, propagate_forward_time: 44.4614448547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8307685852
validation[          , genome  5401] predictions:    5775/  10000 (57.75%), best:    5883/10000 (58.83%), error:     12079.29980, best error:     11962.01074 on epoch:    21, epoch:   25/100, mu: 0.8751344681, learning_rate: 0.0002090745, weight_decay: 0.0001412692

epoch time: 653.1220092773s, input_fired_time: 13.7529344559, output_fired_time: 6.2802300453, propagate_forward_time: 226.8088073730, propagate_backward_time: 389.8761901855, weight_update_time: 0.7077623010, other_time: 16.4038696289
epoch time: 49.2912750244s, input_fired_time: 1.1760950089, output_fired_time: 0.0000000000, propagate_forward_time: 45.1958847046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9192962646
validation[          , genome  5401] predictions:    5935/  10000 (59.35%), best:    5935/10000 (59.35%), error:     11747.73926, best error:     11747.73926 on epoch:    26, epoch:   26/100, mu: 0.8815592527, learning_rate: 0.0001955943, weight_decay: 0.0001335471

epoch time: 654.7803955078s, input_fired_time: 13.8220443726, output_fired_time: 6.3372669220, propagate_forward_time: 226.6798553467, propagate_backward_time: 391.6234741211, weight_update_time: 0.6883355975, other_time: 16.3177490234
epoch time: 49.5218811035s, input_fired_time: 1.1742070913, output_fired_time: 0.0000000000, propagate_forward_time: 45.5638618469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7838134766
validation[          , genome  5401] predictions:    5859/  10000 (58.59%), best:    5935/10000 (59.35%), error:     11921.16406, best error:     11747.73926 on epoch:    26, epoch:   27/100, mu: 0.8876246810, learning_rate: 0.0001829833, weight_decay: 0.0001262471

epoch time: 658.2025756836s, input_fired_time: 13.7418527603, output_fired_time: 6.4597110748, propagate_forward_time: 228.1856994629, propagate_backward_time: 393.2616577148, weight_update_time: 0.6967238188, other_time: 16.5536193848
epoch time: 49.9666366577s, input_fired_time: 1.3130892515, output_fired_time: 0.0000000000, propagate_forward_time: 45.6634750366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9900741577
validation[          , genome  5401] predictions:    5993/  10000 (59.93%), best:    5993/10000 (59.93%), error:     11703.24609, best error:     11703.24609 on epoch:    28, epoch:   28/100, mu: 0.8933508396, learning_rate: 0.0001711854, weight_decay: 0.0001193461

epoch time: 658.4971313477s, input_fired_time: 13.7210550308, output_fired_time: 6.5392007828, propagate_forward_time: 227.7425384521, propagate_backward_time: 394.0575561523, weight_update_time: 0.6939778924, other_time: 16.4367675781
epoch time: 49.2438697815s, input_fired_time: 1.1931241751, output_fired_time: 0.0000000000, propagate_forward_time: 45.0854263306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9653205872
validation[          , genome  5401] predictions:    5875/  10000 (58.75%), best:    5993/10000 (59.93%), error:     11937.06543, best error:     11703.24609 on epoch:    28, epoch:   29/100, mu: 0.8987567425, learning_rate: 0.0001601482, weight_decay: 0.0001128224

epoch time: 646.5933227539s, input_fired_time: 13.6984167099, output_fired_time: 6.4406013489, propagate_forward_time: 224.1778106689, propagate_backward_time: 385.8883666992, weight_update_time: 0.7004133463, other_time: 16.3881225586
epoch time: 48.8620300293s, input_fired_time: 1.1525676250, output_fired_time: 0.0000000000, propagate_forward_time: 44.8124427795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8970184326
validation[          , genome  5401] predictions:    6022/  10000 (60.22%), best:    6022/10000 (60.22%), error:     11616.99902, best error:     11616.99902 on epoch:    30, epoch:   30/100, mu: 0.9038602710, learning_rate: 0.0001498226, weight_decay: 0.0001066553

epoch time: 645.0053100586s, input_fired_time: 13.5497531891, output_fired_time: 6.4145064354, propagate_forward_time: 223.0910644531, propagate_backward_time: 385.7466125488, weight_update_time: 0.6762394309, other_time: 16.2033996582
epoch time: 48.8389167786s, input_fired_time: 1.2033190727, output_fired_time: 0.0000000000, propagate_forward_time: 44.7578773499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8777198792
validation[          , genome  5401] predictions:    6034/  10000 (60.34%), best:    6034/10000 (60.34%), error:     11498.12305, best error:     11498.12305 on epoch:    31, epoch:   31/100, mu: 0.9086783528, learning_rate: 0.0001401628, weight_decay: 0.0001008252

epoch time: 645.5601196289s, input_fired_time: 13.7932863235, output_fired_time: 6.5574507713, propagate_forward_time: 223.5796356201, propagate_backward_time: 385.4712219238, weight_update_time: 0.6964658499, other_time: 16.1585388184
epoch time: 48.4021759033s, input_fired_time: 1.0959922075, output_fired_time: 0.0000000000, propagate_forward_time: 44.5943183899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7118644714
validation[          , genome  5401] predictions:    6035/  10000 (60.35%), best:    6034/10000 (60.34%), error:     11543.86523, best error:     11498.12305 on epoch:    31, epoch:   32/100, mu: 0.9132269025, learning_rate: 0.0001311258, weight_decay: 0.0000953139

epoch time: 655.8650512695s, input_fired_time: 14.1243762970, output_fired_time: 6.6731734276, propagate_forward_time: 227.4620971680, propagate_backward_time: 390.2385253906, weight_update_time: 0.7136052847, other_time: 17.3668823242
epoch time: 48.2430763245s, input_fired_time: 1.1348924637, output_fired_time: 0.0000000000, propagate_forward_time: 44.2367897034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8713951111
validation[          , genome  5401] predictions:    6065/  10000 (60.65%), best:    6065/10000 (60.65%), error:     11455.84766, best error:     11455.84766 on epoch:    33, epoch:   33/100, mu: 0.9175210595, learning_rate: 0.0001226714, weight_decay: 0.0000901038

epoch time: 644.3578491211s, input_fired_time: 14.0353336334, output_fired_time: 6.4183011055, propagate_forward_time: 224.0737457275, propagate_backward_time: 382.8012695313, weight_update_time: 0.7068575621, other_time: 17.0292358398
epoch time: 50.2978782654s, input_fired_time: 1.3534214497, output_fired_time: 0.0000000000, propagate_forward_time: 45.6911201477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2533378601
validation[          , genome  5401] predictions:    5993/  10000 (59.93%), best:    6065/10000 (60.65%), error:     11554.49316, best error:     11455.84766 on epoch:    33, epoch:   34/100, mu: 0.9215750098, learning_rate: 0.0001147621, weight_decay: 0.0000851785

epoch time: 644.8341674805s, input_fired_time: 14.0138149261, output_fired_time: 6.4051613808, propagate_forward_time: 223.8221282959, propagate_backward_time: 383.7296752930, weight_update_time: 0.6991304755, other_time: 16.8634033203
epoch time: 48.6441307068s, input_fired_time: 1.1667441130, output_fired_time: 0.0000000000, propagate_forward_time: 44.4687461853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0086402893
validation[          , genome  5401] predictions:    5891/  10000 (58.91%), best:    6065/10000 (60.65%), error:     11803.49316, best error:     11455.84766 on epoch:    33, epoch:   35/100, mu: 0.9254022241, learning_rate: 0.0001073628, weight_decay: 0.0000805225

epoch time: 645.8045043945s, input_fired_time: 14.1369514465, output_fired_time: 6.4482836723, propagate_forward_time: 224.5073852539, propagate_backward_time: 383.9248046875, weight_update_time: 0.6969370246, other_time: 16.7870483398
epoch time: 48.7116088867s, input_fired_time: 1.1644914150, output_fired_time: 0.0000000000, propagate_forward_time: 44.6284523010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9186668396
validation[          , genome  5401] predictions:    6117/  10000 (61.17%), best:    6117/10000 (61.17%), error:     11437.77246, best error:     11437.77246 on epoch:    36, epoch:   36/100, mu: 0.9290153980, learning_rate: 0.0001004406, weight_decay: 0.0000761209

epoch time: 662.2385253906s, input_fired_time: 14.5780839920, output_fired_time: 7.0373306274, propagate_forward_time: 227.7590332031, propagate_backward_time: 395.3518066406, weight_update_time: 0.7303068638, other_time: 17.5122680664
epoch time: 49.4452705383s, input_fired_time: 1.1988635063, output_fired_time: 0.0000000000, propagate_forward_time: 45.2190284729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0273780823
validation[          , genome  5401] predictions:    6000/  10000 (60.00%), best:    6117/10000 (61.17%), error:     11523.77637, best error:     11437.77246 on epoch:    36, epoch:   37/100, mu: 0.9324264526, learning_rate: 0.0000939646, weight_decay: 0.0000719600

epoch time: 666.0329589844s, input_fired_time: 14.6235027313, output_fired_time: 7.1700477600, propagate_forward_time: 227.8954010010, propagate_backward_time: 399.0075378418, weight_update_time: 0.7103695869, other_time: 17.3365173340
epoch time: 49.6015472412s, input_fired_time: 1.2183374166, output_fired_time: 0.0000000000, propagate_forward_time: 45.2305793762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1526298523
validation[          , genome  5401] predictions:    6039/  10000 (60.39%), best:    6117/10000 (61.17%), error:     11438.88184, best error:     11437.77246 on epoch:    36, epoch:   38/100, mu: 0.9356467128, learning_rate: 0.0000879062, weight_decay: 0.0000680265

epoch time: 676.2951660156s, input_fired_time: 14.5733947754, output_fired_time: 7.2824993134, propagate_forward_time: 230.7858276367, propagate_backward_time: 406.4971313477, weight_update_time: 0.7205345035, other_time: 17.1563720703
epoch time: 51.6597366333s, input_fired_time: 1.3997478485, output_fired_time: 0.0000000000, propagate_forward_time: 47.0479354858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2120513916
validation[          , genome  5401] predictions:    5982/  10000 (59.82%), best:    6117/10000 (61.17%), error:     11583.83887, best error:     11437.77246 on epoch:    36, epoch:   39/100, mu: 0.9386868477, learning_rate: 0.0000822385, weight_decay: 0.0000643080

epoch time: 689.4999389648s, input_fired_time: 14.2997970581, output_fired_time: 7.2798824310, propagate_forward_time: 234.9449768066, propagate_backward_time: 416.1063537598, weight_update_time: 0.7196101546, other_time: 16.8688964844
epoch time: 51.2519798279s, input_fired_time: 1.2723838091, output_fired_time: 0.0000000000, propagate_forward_time: 46.9130821228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0665130615
validation[          , genome  5401] predictions:    6100/  10000 (61.00%), best:    6100/10000 (61.00%), error:     11361.19824, best error:     11361.19824 on epoch:    40, epoch:   40/100, mu: 0.9415569305, learning_rate: 0.0000769361, weight_decay: 0.0000607928

epoch time: 693.6848754883s, input_fired_time: 14.3757629395, output_fired_time: 7.4437675476, propagate_forward_time: 235.7312164307, propagate_backward_time: 418.9215087891, weight_update_time: 0.7151371837, other_time: 17.2125854492
epoch time: 52.5105628967s, input_fired_time: 1.4266451597, output_fired_time: 0.0000000000, propagate_forward_time: 47.8946685791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1892509460
validation[          , genome  5401] predictions:    6092/  10000 (60.92%), best:    6100/10000 (61.00%), error:     11426.16113, best error:     11361.19824 on epoch:    40, epoch:   41/100, mu: 0.9442664981, learning_rate: 0.0000719756, weight_decay: 0.0000574697

epoch time: 696.1481933594s, input_fired_time: 14.4605989456, output_fired_time: 7.4608874321, propagate_forward_time: 236.1282501221, propagate_backward_time: 420.7470092773, weight_update_time: 0.7301849723, other_time: 17.3515014648
epoch time: 51.3454627991s, input_fired_time: 1.2698273659, output_fired_time: 0.0000000000, propagate_forward_time: 47.0998382568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9757957458
validation[          , genome  5401] predictions:    6034/  10000 (60.34%), best:    6100/10000 (61.00%), error:     11447.87988, best error:     11361.19824 on epoch:    40, epoch:   42/100, mu: 0.9468244910, learning_rate: 0.0000673350, weight_decay: 0.0000543282

epoch time: 699.3358764648s, input_fired_time: 14.5873527527, output_fired_time: 7.4156227112, propagate_forward_time: 237.0442047119, propagate_backward_time: 422.8017883301, weight_update_time: 0.7371823192, other_time: 17.4869079590
epoch time: 52.0784606934s, input_fired_time: 1.3576912880, output_fired_time: 0.0000000000, propagate_forward_time: 47.7081069946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0126609802
validation[          , genome  5401] predictions:    6042/  10000 (60.42%), best:    6100/10000 (61.00%), error:     11535.35645, best error:     11361.19824 on epoch:    40, epoch:   43/100, mu: 0.9492394328, learning_rate: 0.0000629936, weight_decay: 0.0000513585

epoch time: 696.6263427734s, input_fired_time: 14.6383466721, output_fired_time: 7.5382113457, propagate_forward_time: 236.7329864502, propagate_backward_time: 420.3090209961, weight_update_time: 0.7218608856, other_time: 17.4077758789
epoch time: 51.7846527100s, input_fired_time: 1.3616473675, output_fired_time: 0.0000000000, propagate_forward_time: 47.2495269775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1734771729
validation[          , genome  5401] predictions:    6059/  10000 (60.59%), best:    6100/10000 (61.00%), error:     11444.74316, best error:     11361.19824 on epoch:    40, epoch:   44/100, mu: 0.9515193105, learning_rate: 0.0000589320, weight_decay: 0.0000485512

epoch time: 691.4528808594s, input_fired_time: 14.8341646194, output_fired_time: 7.6612138748, propagate_forward_time: 235.3795928955, propagate_backward_time: 415.8765563965, weight_update_time: 0.7270417213, other_time: 17.7013854980
epoch time: 52.1770248413s, input_fired_time: 1.3880094290, output_fired_time: 0.0000000000, propagate_forward_time: 47.5891494751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1998672485
validation[          , genome  5401] predictions:    6104/  10000 (61.04%), best:    6104/10000 (61.04%), error:     11304.36230, best error:     11304.36230 on epoch:    45, epoch:   45/100, mu: 0.9536716342, learning_rate: 0.0000551324, weight_decay: 0.0000458972

epoch time: 687.3180541992s, input_fired_time: 14.8083324432, output_fired_time: 7.4607210159, propagate_forward_time: 234.4670104980, propagate_backward_time: 413.1761779785, weight_update_time: 0.7276732922, other_time: 17.4058227539
epoch time: 50.5404396057s, input_fired_time: 1.2715786695, output_fired_time: 0.0000000000, propagate_forward_time: 46.2672805786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0015792847
validation[          , genome  5401] predictions:    6134/  10000 (61.34%), best:    6134/10000 (61.34%), error:     11218.11621, best error:     11218.11621 on epoch:    46, epoch:   46/100, mu: 0.9557036161, learning_rate: 0.0000515777, weight_decay: 0.0000433884

epoch time: 675.4445190430s, input_fired_time: 14.6148824692, output_fired_time: 7.2085227966, propagate_forward_time: 231.2068328857, propagate_backward_time: 405.0243530273, weight_update_time: 0.7288556695, other_time: 17.3899536133
epoch time: 51.8938064575s, input_fired_time: 1.2562916279, output_fired_time: 0.0000000000, propagate_forward_time: 47.5714111328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0661048889
validation[          , genome  5401] predictions:    6086/  10000 (60.86%), best:    6134/10000 (61.34%), error:     11320.01172, best error:     11218.11621 on epoch:    46, epoch:   47/100, mu: 0.9576219320, learning_rate: 0.0000482522, weight_decay: 0.0000410167

epoch time: 674.5379638672s, input_fired_time: 14.6456203461, output_fired_time: 7.1805839539, propagate_forward_time: 231.1196289063, propagate_backward_time: 404.0904846191, weight_update_time: 0.7374098301, other_time: 17.5016174316
epoch time: 50.5886535645s, input_fired_time: 1.2375566959, output_fired_time: 0.0000000000, propagate_forward_time: 46.3481941223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0029029846
validation[          , genome  5401] predictions:    6045/  10000 (60.45%), best:    6134/10000 (61.34%), error:     11453.87500, best error:     11218.11621 on epoch:    46, epoch:   48/100, mu: 0.9594329596, learning_rate: 0.0000451412, weight_decay: 0.0000387746

epoch time: 673.3475341797s, input_fired_time: 14.4945440292, output_fired_time: 7.1007385254, propagate_forward_time: 230.5812988281, propagate_backward_time: 403.6219482422, weight_update_time: 0.7319048047, other_time: 17.5489501953
epoch time: 50.5709686279s, input_fired_time: 1.2676962614, output_fired_time: 0.0000000000, propagate_forward_time: 46.2993240356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0039482117
validation[          , genome  5401] predictions:    6084/  10000 (60.84%), best:    6134/10000 (61.34%), error:     11270.74121, best error:     11218.11621 on epoch:    46, epoch:   49/100, mu: 0.9611426592, learning_rate: 0.0000422307, weight_decay: 0.0000366551

epoch time: 680.5035400391s, input_fired_time: 14.7169961929, output_fired_time: 7.3205828667, propagate_forward_time: 232.2800445557, propagate_backward_time: 408.5006408691, weight_update_time: 0.7392018437, other_time: 17.6853332520
epoch time: 51.2195396423s, input_fired_time: 1.3778220415, output_fired_time: 0.0000000000, propagate_forward_time: 46.7497558594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0919609070
validation[          , genome  5401] predictions:    6099/  10000 (60.99%), best:    6134/10000 (61.34%), error:     11229.51074, best error:     11218.11621 on epoch:    46, epoch:   50/100, mu: 0.9627567530, learning_rate: 0.0000395078, weight_decay: 0.0000346514

epoch time: 698.4184570313s, input_fired_time: 15.0422143936, output_fired_time: 7.6022005081, propagate_forward_time: 237.8739929199, propagate_backward_time: 420.0037231445, weight_update_time: 0.7396679521, other_time: 17.8963317871
epoch time: 52.7717361450s, input_fired_time: 1.4460443258, output_fired_time: 0.0000000000, propagate_forward_time: 48.1733474731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1523437500
validation[          , genome  5401] predictions:    6051/  10000 (60.51%), best:    6134/10000 (61.34%), error:     11331.94727, best error:     11218.11621 on epoch:    46, epoch:   51/100, mu: 0.9642805457, learning_rate: 0.0000369606, weight_decay: 0.0000327573

epoch time: 710.0062255859s, input_fired_time: 14.9744672775, output_fired_time: 7.5356864929, propagate_forward_time: 242.1135406494, propagate_backward_time: 428.1709594727, weight_update_time: 0.7354462743, other_time: 17.2115478516
epoch time: 53.0150184631s, input_fired_time: 1.4040790796, output_fired_time: 0.0000000000, propagate_forward_time: 48.4582595825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1526794434
validation[          , genome  5401] predictions:    6138/  10000 (61.38%), best:    6138/10000 (61.38%), error:     11162.14746, best error:     11162.14746 on epoch:    52, epoch:   52/100, mu: 0.9657191038, learning_rate: 0.0000345775, weight_decay: 0.0000309667

epoch time: 718.7938842773s, input_fired_time: 15.0438213348, output_fired_time: 7.5570573807, propagate_forward_time: 244.4788970947, propagate_backward_time: 434.6860351563, weight_update_time: 0.7233097553, other_time: 17.0280761719
epoch time: 53.8436851501s, input_fired_time: 1.4041522741, output_fired_time: 0.0000000000, propagate_forward_time: 49.4314689636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0080642700
validation[          , genome  5401] predictions:    6090/  10000 (60.90%), best:    6138/10000 (61.38%), error:     11301.43750, best error:     11162.14746 on epoch:    52, epoch:   53/100, mu: 0.9670771956, learning_rate: 0.0000323481, weight_decay: 0.0000292740

epoch time: 726.1096191406s, input_fired_time: 15.1092281342, output_fired_time: 7.6870999336, propagate_forward_time: 246.3446197510, propagate_backward_time: 439.6268615723, weight_update_time: 0.7172815204, other_time: 17.3418273926
epoch time: 53.9279823303s, input_fired_time: 1.4706208706, output_fired_time: 0.0000000000, propagate_forward_time: 49.3401603699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1172027588
validation[          , genome  5401] predictions:    6206/  10000 (62.06%), best:    6206/10000 (62.06%), error:     11102.79980, best error:     11102.79980 on epoch:    54, epoch:   54/100, mu: 0.9683593512, learning_rate: 0.0000302625, weight_decay: 0.0000276738

epoch time: 725.4271850586s, input_fired_time: 15.0077819824, output_fired_time: 7.5980010033, propagate_forward_time: 246.1223907471, propagate_backward_time: 439.5629882813, weight_update_time: 0.7147212625, other_time: 17.1360473633
epoch time: 53.6572494507s, input_fired_time: 1.5130647421, output_fired_time: 0.0000000000, propagate_forward_time: 48.9094009399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2347831726
validation[          , genome  5401] predictions:    6170/  10000 (61.70%), best:    6206/10000 (62.06%), error:     11169.27344, best error:     11102.79980 on epoch:    54, epoch:   55/100, mu: 0.9695698023, learning_rate: 0.0000283113, weight_decay: 0.0000261611

epoch time: 718.4955444336s, input_fired_time: 15.0837192535, output_fired_time: 7.5066289902, propagate_forward_time: 244.0486755371, propagate_backward_time: 434.6496276855, weight_update_time: 0.7301142812, other_time: 17.2068481445
epoch time: 52.3938064575s, input_fired_time: 1.3030235767, output_fired_time: 0.0000000000, propagate_forward_time: 48.2134399414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8773422241
validation[          , genome  5401] predictions:    6137/  10000 (61.37%), best:    6206/10000 (62.06%), error:     11117.91504, best error:     11102.79980 on epoch:    54, epoch:   56/100, mu: 0.9707125425, learning_rate: 0.0000264859, weight_decay: 0.0000247311

epoch time: 673.0458374023s, input_fired_time: 14.8506212234, output_fired_time: 7.2643718719, propagate_forward_time: 231.4219665527, propagate_backward_time: 402.1047363281, weight_update_time: 0.7346439362, other_time: 17.4041442871
epoch time: 50.7383537292s, input_fired_time: 1.3905113935, output_fired_time: 0.0000000000, propagate_forward_time: 46.1124420166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2354011536
validation[          , genome  5401] predictions:    6144/  10000 (61.44%), best:    6206/10000 (62.06%), error:     11191.70313, best error:     11102.79980 on epoch:    54, epoch:   57/100, mu: 0.9717913270, learning_rate: 0.0000247782, weight_decay: 0.0000233792

epoch time: 670.0949707031s, input_fired_time: 14.7044954300, output_fired_time: 7.2681155205, propagate_forward_time: 230.5699005127, propagate_backward_time: 399.8711242676, weight_update_time: 0.7264519334, other_time: 17.6813659668
epoch time: 50.7202796936s, input_fired_time: 1.3774613142, output_fired_time: 0.0000000000, propagate_forward_time: 46.2312393188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1115798950
validation[          , genome  5401] predictions:    6145/  10000 (61.45%), best:    6206/10000 (62.06%), error:     11119.68262, best error:     11102.79980 on epoch:    54, epoch:   58/100, mu: 0.9728097916, learning_rate: 0.0000231806, weight_decay: 0.0000221013

epoch time: 670.9635620117s, input_fired_time: 14.1877965927, output_fired_time: 6.6036252975, propagate_forward_time: 231.7508697510, propagate_backward_time: 401.7877502441, weight_update_time: 0.7175323367, other_time: 16.6335144043
epoch time: 51.0450973511s, input_fired_time: 1.4010268450, output_fired_time: 0.0000000000, propagate_forward_time: 46.4284934998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2155761719
validation[          , genome  5401] predictions:    6215/  10000 (62.15%), best:    6215/10000 (62.15%), error:     10998.30664, best error:     10998.30664 on epoch:    59, epoch:   59/100, mu: 0.9737712741, learning_rate: 0.0000216861, weight_decay: 0.0000208932

epoch time: 667.3934936523s, input_fired_time: 14.4828968048, output_fired_time: 6.7510242462, propagate_forward_time: 229.7844390869, propagate_backward_time: 398.9803161621, weight_update_time: 0.7310239673, other_time: 17.3948059082
epoch time: 49.8777542114s, input_fired_time: 1.2295169830, output_fired_time: 0.0000000000, propagate_forward_time: 45.6355400085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0126991272
validation[          , genome  5401] predictions:    6211/  10000 (62.11%), best:    6211/10000 (62.11%), error:     10971.25879, best error:     10971.25879 on epoch:    60, epoch:   60/100, mu: 0.9746789932, learning_rate: 0.0000202879, weight_decay: 0.0000197511

epoch time: 669.2929077148s, input_fired_time: 14.5401105881, output_fired_time: 6.7550697327, propagate_forward_time: 230.0776367188, propagate_backward_time: 400.4847412109, weight_update_time: 0.7264909148, other_time: 17.4353637695
epoch time: 50.4004859924s, input_fired_time: 1.2401793003, output_fired_time: 0.0000000000, propagate_forward_time: 46.1504745483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0098304749
validation[          , genome  5401] predictions:    6229/  10000 (62.29%), best:    6211/10000 (62.11%), error:     10982.18750, best error:     10971.25879 on epoch:    60, epoch:   61/100, mu: 0.9755359292, learning_rate: 0.0000189798, weight_decay: 0.0000186714

epoch time: 670.6400756836s, input_fired_time: 14.6100950241, output_fired_time: 6.8331251144, propagate_forward_time: 230.2765808105, propagate_backward_time: 401.6501159668, weight_update_time: 0.7295898199, other_time: 17.2701416016
epoch time: 50.6093635559s, input_fired_time: 1.3140208721, output_fired_time: 0.0000000000, propagate_forward_time: 46.2392539978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0560874939
validation[          , genome  5401] predictions:    6194/  10000 (61.94%), best:    6211/10000 (62.11%), error:     11121.79004, best error:     10971.25879 on epoch:    60, epoch:   62/100, mu: 0.9763449430, learning_rate: 0.0000177561, weight_decay: 0.0000176508

epoch time: 689.6966552734s, input_fired_time: 15.0693769455, output_fired_time: 7.3145518303, propagate_forward_time: 235.3112335205, propagate_backward_time: 414.1672973633, weight_update_time: 0.7499976158, other_time: 17.8341674805
epoch time: 51.3063507080s, input_fired_time: 1.2710897923, output_fired_time: 0.0000000000, propagate_forward_time: 46.9999694824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0352897644
validation[          , genome  5401] predictions:    6215/  10000 (62.15%), best:    6211/10000 (62.11%), error:     11005.00098, best error:     10971.25879 on epoch:    60, epoch:   63/100, mu: 0.9771087170, learning_rate: 0.0000166112, weight_decay: 0.0000166860

epoch time: 717.6419677734s, input_fired_time: 15.3240356445, output_fired_time: 7.6321568489, propagate_forward_time: 243.6303405762, propagate_backward_time: 433.5181579590, weight_update_time: 0.7159438729, other_time: 17.5372924805
epoch time: 53.4438819885s, input_fired_time: 1.3919827938, output_fired_time: 0.0000000000, propagate_forward_time: 49.0115013123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0403976440
validation[          , genome  5401] predictions:    6234/  10000 (62.34%), best:    6211/10000 (62.11%), error:     10986.88086, best error:     10971.25879 on epoch:    60, epoch:   64/100, mu: 0.9778297544, learning_rate: 0.0000155402, weight_decay: 0.0000157739

epoch time: 722.0214233398s, input_fired_time: 15.2149114609, output_fired_time: 7.7678642273, propagate_forward_time: 244.7479553223, propagate_backward_time: 436.7943725586, weight_update_time: 0.7295198441, other_time: 17.4963073730
epoch time: 53.5815582275s, input_fired_time: 1.4580376148, output_fired_time: 0.0000000000, propagate_forward_time: 49.0754890442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0480308533
validation[          , genome  5401] predictions:    6202/  10000 (62.02%), best:    6211/10000 (62.11%), error:     10986.46875, best error:     10971.25879 on epoch:    60, epoch:   65/100, mu: 0.9785104990, learning_rate: 0.0000145383, weight_decay: 0.0000149116

epoch time: 688.9906005859s, input_fired_time: 14.0333547592, output_fired_time: 6.7524538040, propagate_forward_time: 234.8390960693, propagate_backward_time: 416.7483215332, weight_update_time: 0.6854667664, other_time: 16.6174011230
epoch time: 50.1526565552s, input_fired_time: 1.1986831427, output_fired_time: 0.0000000000, propagate_forward_time: 46.0748481750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8791236877
validation[          , genome  5401] predictions:    6267/  10000 (62.67%), best:    6267/10000 (62.67%), error:     10920.28027, best error:     10920.28027 on epoch:    66, epoch:   66/100, mu: 0.9791531563, learning_rate: 0.0000136009, weight_decay: 0.0000140965

epoch time: 666.1679077148s, input_fired_time: 13.5715847015, output_fired_time: 6.4154715538, propagate_forward_time: 228.4593048096, propagate_backward_time: 401.2974853516, weight_update_time: 0.6883762479, other_time: 16.4240722656
epoch time: 49.8310050964s, input_fired_time: 1.1823387146, output_fired_time: 0.0000000000, propagate_forward_time: 45.7202491760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9284172058
validation[          , genome  5401] predictions:    6239/  10000 (62.39%), best:    6267/10000 (62.67%), error:     10997.29785, best error:     10920.28027 on epoch:    66, epoch:   67/100, mu: 0.9797598720, learning_rate: 0.0000127240, weight_decay: 0.0000133260

epoch time: 667.1895751953s, input_fired_time: 13.5034809113, output_fired_time: 6.4610624313, propagate_forward_time: 227.8274841309, propagate_backward_time: 402.7984619141, weight_update_time: 0.7008177638, other_time: 16.5990905762
epoch time: 48.3551483154s, input_fired_time: 1.1414299011, output_fired_time: 0.0000000000, propagate_forward_time: 44.2678375244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9458808899
validation[          , genome  5401] predictions:    6219/  10000 (62.19%), best:    6267/10000 (62.67%), error:     10971.74023, best error:     10920.28027 on epoch:    66, epoch:   68/100, mu: 0.9803326130, learning_rate: 0.0000119036, weight_decay: 0.0000125976

epoch time: 637.7235107422s, input_fired_time: 12.5697832108, output_fired_time: 5.6943211555, propagate_forward_time: 221.8376007080, propagate_backward_time: 382.4341430664, weight_update_time: 0.6442870498, other_time: 15.1876831055
epoch time: 47.9605941772s, input_fired_time: 0.9108008146, output_fired_time: 0.0000000000, propagate_forward_time: 44.7466125488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3031806946
validation[          , genome  5401] predictions:    6260/  10000 (62.60%), best:    6260/10000 (62.60%), error:     10851.37402, best error:     10851.37402 on epoch:    69, epoch:   69/100, mu: 0.9808733463, learning_rate: 0.0000111361, weight_decay: 0.0000119090

epoch time: 648.9444580078s, input_fired_time: 13.3195295334, output_fired_time: 6.0180954933, propagate_forward_time: 225.3892059326, propagate_backward_time: 388.1526794434, weight_update_time: 0.6790956259, other_time: 16.0649719238
epoch time: 48.3479042053s, input_fired_time: 1.1440494061, output_fired_time: 0.0000000000, propagate_forward_time: 44.2783470154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9255065918
validation[          , genome  5401] predictions:    6259/  10000 (62.59%), best:    6260/10000 (62.60%), error:     10907.94434, best error:     10851.37402 on epoch:    69, epoch:   70/100, mu: 0.9813838005, learning_rate: 0.0000104181, weight_decay: 0.0000112580

epoch time: 642.6995239258s, input_fired_time: 14.0106973648, output_fired_time: 6.2280530930, propagate_forward_time: 223.0778808594, propagate_backward_time: 382.2490539551, weight_update_time: 0.6991086006, other_time: 17.1338806152
epoch time: 48.9216690063s, input_fired_time: 1.2194820642, output_fired_time: 0.0000000000, propagate_forward_time: 44.6946678162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0075187683
validation[          , genome  5401] predictions:    6242/  10000 (62.42%), best:    6260/10000 (62.60%), error:     10933.45508, best error:     10851.37402 on epoch:    69, epoch:   71/100, mu: 0.9818657041, learning_rate: 0.0000097464, weight_decay: 0.0000106426

epoch time: 642.4995727539s, input_fired_time: 13.9932785034, output_fired_time: 6.4083604813, propagate_forward_time: 222.6223144531, propagate_backward_time: 382.4535217285, weight_update_time: 0.7169916034, other_time: 17.0220642090
epoch time: 50.1038894653s, input_fired_time: 1.3500862122, output_fired_time: 0.0000000000, propagate_forward_time: 45.5251350403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2286682129
validation[          , genome  5401] predictions:    6251/  10000 (62.51%), best:    6260/10000 (62.60%), error:     10941.34668, best error:     10851.37402 on epoch:    69, epoch:   72/100, mu: 0.9823206663, learning_rate: 0.0000091180, weight_decay: 0.0000100608

epoch time: 642.1199340820s, input_fired_time: 13.7985105515, output_fired_time: 6.2778968811, propagate_forward_time: 222.4446716309, propagate_backward_time: 382.2785339355, weight_update_time: 0.7243936062, other_time: 17.3203125000
epoch time: 48.4623527527s, input_fired_time: 1.1457929611, output_fired_time: 0.0000000000, propagate_forward_time: 44.4055061340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9110527039
validation[          , genome  5401] predictions:    6266/  10000 (62.66%), best:    6260/10000 (62.60%), error:     10872.38477, best error:     10851.37402 on epoch:    69, epoch:   73/100, mu: 0.9827501774, learning_rate: 0.0000085301, weight_decay: 0.0000095109

epoch time: 658.8131713867s, input_fired_time: 14.5715150833, output_fired_time: 6.8059487343, propagate_forward_time: 227.1515655518, propagate_backward_time: 392.9519348145, weight_update_time: 0.7075111866, other_time: 17.3321838379
epoch time: 50.1914787292s, input_fired_time: 1.2831481695, output_fired_time: 0.0000000000, propagate_forward_time: 45.8826637268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0256652832
validation[          , genome  5401] predictions:    6259/  10000 (62.59%), best:    6260/10000 (62.60%), error:     10917.98633, best error:     10851.37402 on epoch:    69, epoch:   74/100, mu: 0.9831556678, learning_rate: 0.0000079801, weight_decay: 0.0000089910

epoch time: 658.8352661133s, input_fired_time: 14.5832872391, output_fired_time: 6.8301134109, propagate_forward_time: 227.1935119629, propagate_backward_time: 393.0133056641, weight_update_time: 0.7116833329, other_time: 17.2149963379
epoch time: 49.7552795410s, input_fired_time: 1.2278380394, output_fired_time: 0.0000000000, propagate_forward_time: 45.5710105896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9564323425
validation[          , genome  5401] predictions:    6232/  10000 (62.32%), best:    6260/10000 (62.60%), error:     10940.39258, best error:     10851.37402 on epoch:    69, epoch:   75/100, mu: 0.9835385084, learning_rate: 0.0000074656, weight_decay: 0.0000084995

epoch time: 661.0350341797s, input_fired_time: 14.0596170425, output_fired_time: 6.5403680801, propagate_forward_time: 227.8272094727, propagate_backward_time: 395.8039855957, weight_update_time: 0.7089154720, other_time: 16.8038635254
epoch time: 49.3957252502s, input_fired_time: 1.2189648151, output_fired_time: 0.0000000000, propagate_forward_time: 45.3584175110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8183441162
validation[          , genome  5401] predictions:    6242/  10000 (62.42%), best:    6260/10000 (62.60%), error:     10942.79004, best error:     10851.37402 on epoch:    69, epoch:   76/100, mu: 0.9838998914, learning_rate: 0.0000069843, weight_decay: 0.0000080349

epoch time: 657.5535888672s, input_fired_time: 13.6352443695, output_fired_time: 6.1082940102, propagate_forward_time: 226.8361206055, propagate_backward_time: 394.7462158203, weight_update_time: 0.6989316344, other_time: 16.2277221680
epoch time: 48.7161598206s, input_fired_time: 1.1450116634, output_fired_time: 0.0000000000, propagate_forward_time: 44.6650123596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9061355591
validation[          , genome  5401] predictions:    6213/  10000 (62.13%), best:    6260/10000 (62.60%), error:     10900.26758, best error:     10851.37402 on epoch:    69, epoch:   77/100, mu: 0.9842410684, learning_rate: 0.0000065340, weight_decay: 0.0000075957

epoch time: 657.1801147461s, input_fired_time: 13.5662126541, output_fired_time: 6.1582431793, propagate_forward_time: 225.4207458496, propagate_backward_time: 395.3125610352, weight_update_time: 0.7085524201, other_time: 16.7223205566
epoch time: 49.4846343994s, input_fired_time: 1.1842660904, output_fired_time: 0.0000000000, propagate_forward_time: 45.3890533447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9113159180
validation[          , genome  5401] predictions:    6276/  10000 (62.76%), best:    6260/10000 (62.60%), error:     10897.41797, best error:     10851.37402 on epoch:    69, epoch:   78/100, mu: 0.9845631719, learning_rate: 0.0000061127, weight_decay: 0.0000071805

epoch time: 654.9949951172s, input_fired_time: 13.5395221710, output_fired_time: 6.0769028664, propagate_forward_time: 225.3391876221, propagate_backward_time: 393.3708496094, weight_update_time: 0.6919189095, other_time: 16.6685180664
epoch time: 49.3794097900s, input_fired_time: 1.1906780005, output_fired_time: 0.0000000000, propagate_forward_time: 45.2535476685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9351844788
validation[          , genome  5401] predictions:    6240/  10000 (62.40%), best:    6260/10000 (62.60%), error:     10857.82031, best error:     10851.37402 on epoch:    69, epoch:   79/100, mu: 0.9848672748, learning_rate: 0.0000057186, weight_decay: 0.0000067880

epoch time: 651.3834228516s, input_fired_time: 13.2745485306, output_fired_time: 6.0748820305, propagate_forward_time: 225.1932678223, propagate_backward_time: 390.6572875977, weight_update_time: 0.6810063720, other_time: 16.1834411621
epoch time: 48.5664138794s, input_fired_time: 1.2713276148, output_fired_time: 0.0000000000, propagate_forward_time: 44.2949409485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0001449585
validation[          , genome  5401] predictions:    6265/  10000 (62.65%), best:    6260/10000 (62.60%), error:     10861.97168, best error:     10851.37402 on epoch:    69, epoch:   80/100, mu: 0.9851543903, learning_rate: 0.0000053499, weight_decay: 0.0000064170

epoch time: 644.0823364258s, input_fired_time: 14.1424627304, output_fired_time: 6.3159008026, propagate_forward_time: 223.8457946777, propagate_backward_time: 382.9116516113, weight_update_time: 0.7124120593, other_time: 16.8665161133
epoch time: 48.6618041992s, input_fired_time: 1.1658226252, output_fired_time: 0.0000000000, propagate_forward_time: 44.5869026184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9090805054
validation[          , genome  5401] predictions:    6279/  10000 (62.79%), best:    6279/10000 (62.79%), error:     10821.85742, best error:     10821.85742 on epoch:    81, epoch:   81/100, mu: 0.9854254127, learning_rate: 0.0000050049, weight_decay: 0.0000060662

epoch time: 641.4967041016s, input_fired_time: 14.0237035751, output_fired_time: 6.3678832054, propagate_forward_time: 222.6314544678, propagate_backward_time: 381.2351074219, weight_update_time: 0.7470851541, other_time: 17.2385864258
epoch time: 48.6693305969s, input_fired_time: 1.2257426977, output_fired_time: 0.0000000000, propagate_forward_time: 44.4620895386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9814987183
validation[          , genome  5401] predictions:    6285/  10000 (62.85%), best:    6279/10000 (62.79%), error:     10857.34961, best error:     10821.85742 on epoch:    81, epoch:   82/100, mu: 0.9856812954, learning_rate: 0.0000046822, weight_decay: 0.0000057346

epoch time: 641.6249389648s, input_fired_time: 14.1318817139, output_fired_time: 6.3400664330, propagate_forward_time: 223.0371856689, propagate_backward_time: 381.0783081055, weight_update_time: 0.7086985111, other_time: 17.0374755859
epoch time: 48.7673110962s, input_fired_time: 1.1731412411, output_fired_time: 0.0000000000, propagate_forward_time: 44.6534538269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9407157898
validation[          , genome  5401] predictions:    6265/  10000 (62.65%), best:    6279/10000 (62.79%), error:     10830.15137, best error:     10821.85742 on epoch:    81, epoch:   83/100, mu: 0.9859228730, learning_rate: 0.0000043803, weight_decay: 0.0000054211

epoch time: 639.3661499023s, input_fired_time: 14.2125158310, output_fired_time: 6.6330361366, propagate_forward_time: 221.6909027100, propagate_backward_time: 379.7064514160, weight_update_time: 0.7149584293, other_time: 17.1231994629
epoch time: 48.9023933411s, input_fired_time: 1.3224768639, output_fired_time: 0.0000000000, propagate_forward_time: 44.4085617065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1713562012
validation[          , genome  5401] predictions:    6274/  10000 (62.74%), best:    6279/10000 (62.79%), error:     10839.24707, best error:     10821.85742 on epoch:    81, epoch:   84/100, mu: 0.9861509204, learning_rate: 0.0000040979, weight_decay: 0.0000051248

epoch time: 639.8798828125s, input_fired_time: 14.1958532333, output_fired_time: 6.5603971481, propagate_forward_time: 221.7568664551, propagate_backward_time: 380.0587158203, weight_update_time: 0.7181426287, other_time: 17.3080139160
epoch time: 48.0726470947s, input_fired_time: 1.1529692411, output_fired_time: 0.0000000000, propagate_forward_time: 44.0997810364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8198966980
validation[          , genome  5401] predictions:    6295/  10000 (62.95%), best:    6295/10000 (62.95%), error:     10796.99316, best error:     10796.99316 on epoch:    85, epoch:   85/100, mu: 0.9863662124, learning_rate: 0.0000038337, weight_decay: 0.0000048447

epoch time: 644.7960205078s, input_fired_time: 14.3653659821, output_fired_time: 6.6737642288, propagate_forward_time: 223.5789947510, propagate_backward_time: 382.7935180664, weight_update_time: 0.7447720766, other_time: 17.3843994141
epoch time: 49.1956100464s, input_fired_time: 1.3371440172, output_fired_time: 0.0000000000, propagate_forward_time: 44.7638092041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0946578979
validation[          , genome  5401] predictions:    6283/  10000 (62.83%), best:    6295/10000 (62.95%), error:     10832.90430, best error:     10796.99316 on epoch:    85, epoch:   86/100, mu: 0.9865694642, learning_rate: 0.0000035865, weight_decay: 0.0000045799

epoch time: 641.3540649414s, input_fired_time: 13.7760934830, output_fired_time: 6.1084718704, propagate_forward_time: 223.1803131104, propagate_backward_time: 381.8100280762, weight_update_time: 0.7246007919, other_time: 16.4791564941
epoch time: 47.7041664124s, input_fired_time: 1.1019313335, output_fired_time: 0.0000000000, propagate_forward_time: 43.7486343384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8535995483
validation[          , genome  5401] predictions:    6290/  10000 (62.90%), best:    6295/10000 (62.95%), error:     10804.45020, best error:     10796.99316 on epoch:    85, epoch:   87/100, mu: 0.9867613316, learning_rate: 0.0000033553, weight_decay: 0.0000043295

epoch time: 626.3698120117s, input_fired_time: 13.1523447037, output_fired_time: 5.6018586159, propagate_forward_time: 218.6457366943, propagate_backward_time: 372.8487548828, weight_update_time: 0.6946502924, other_time: 16.1210937500
epoch time: 47.9410591125s, input_fired_time: 1.0932173729, output_fired_time: 0.0000000000, propagate_forward_time: 43.9435310364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9043121338
validation[          , genome  5401] predictions:    6311/  10000 (63.11%), best:    6311/10000 (63.11%), error:     10793.71191, best error:     10793.71191 on epoch:    88, epoch:   88/100, mu: 0.9869424701, learning_rate: 0.0000031389, weight_decay: 0.0000040928

epoch time: 626.7130126953s, input_fired_time: 13.1519289017, output_fired_time: 5.6326379776, propagate_forward_time: 218.6220092773, propagate_backward_time: 373.1809082031, weight_update_time: 0.6844862700, other_time: 16.1255493164
epoch time: 47.7249794006s, input_fired_time: 1.1226285696, output_fired_time: 0.0000000000, propagate_forward_time: 43.7554016113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8469505310
validation[          , genome  5401] predictions:    6302/  10000 (63.02%), best:    6302/10000 (63.02%), error:     10767.05469, best error:     10767.05469 on epoch:    89, epoch:   89/100, mu: 0.9871134758, learning_rate: 0.0000029366, weight_decay: 0.0000038691

epoch time: 635.5224609375s, input_fired_time: 12.9729719162, output_fired_time: 5.6287102699, propagate_forward_time: 221.5073699951, propagate_backward_time: 379.4150695801, weight_update_time: 0.6743788719, other_time: 15.9983215332
epoch time: 48.5322608948s, input_fired_time: 1.2602138519, output_fired_time: 0.0000000000, propagate_forward_time: 44.2240791321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0479698181
validation[          , genome  5401] predictions:    6261/  10000 (62.61%), best:    6302/10000 (63.02%), error:     10843.19434, best error:     10767.05469 on epoch:    89, epoch:   90/100, mu: 0.9872749448, learning_rate: 0.0000027472, weight_decay: 0.0000036576

epoch time: 631.4135131836s, input_fired_time: 13.4309730530, output_fired_time: 5.8132467270, propagate_forward_time: 219.8422546387, propagate_backward_time: 375.9742736816, weight_update_time: 0.6936985850, other_time: 16.3527832031
epoch time: 47.8450431824s, input_fired_time: 1.1185392141, output_fired_time: 0.0000000000, propagate_forward_time: 43.8968963623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8296089172
validation[          , genome  5401] predictions:    6282/  10000 (62.82%), best:    6302/10000 (63.02%), error:     10822.87793, best error:     10767.05469 on epoch:    89, epoch:   91/100, mu: 0.9874273539, learning_rate: 0.0000025701, weight_decay: 0.0000034577

epoch time: 646.8128051758s, input_fired_time: 13.8519010544, output_fired_time: 6.1434941292, propagate_forward_time: 223.9480133057, propagate_backward_time: 385.9889526367, weight_update_time: 0.7148534060, other_time: 16.8804321289
epoch time: 49.7035140991s, input_fired_time: 1.2089569569, output_fired_time: 0.0000000000, propagate_forward_time: 45.4654922485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0290641785
validation[          , genome  5401] predictions:    6290/  10000 (62.90%), best:    6302/10000 (63.02%), error:     10776.92578, best error:     10767.05469 on epoch:    89, epoch:   92/100, mu: 0.9875712395, learning_rate: 0.0000024044, weight_decay: 0.0000032687

epoch time: 662.8960571289s, input_fired_time: 14.6906633377, output_fired_time: 6.8783164024, propagate_forward_time: 228.3054199219, propagate_backward_time: 395.2277221680, weight_update_time: 0.7545646429, other_time: 17.7939453125
epoch time: 51.2183914185s, input_fired_time: 1.3733444214, output_fired_time: 0.0000000000, propagate_forward_time: 46.6561927795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1888542175
validation[          , genome  5401] predictions:    6294/  10000 (62.94%), best:    6302/10000 (63.02%), error:     10786.45313, best error:     10767.05469 on epoch:    89, epoch:   93/100, mu: 0.9877070785, learning_rate: 0.0000022494, weight_decay: 0.0000030900

epoch time: 693.7647094727s, input_fired_time: 15.6066951752, output_fired_time: 7.7814321518, propagate_forward_time: 235.8709716797, propagate_backward_time: 415.5752258301, weight_update_time: 0.7806093693, other_time: 18.9303894043
epoch time: 52.2096672058s, input_fired_time: 1.4855622053, output_fired_time: 0.0000000000, propagate_forward_time: 47.4228591919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3012466431
validation[          , genome  5401] predictions:    6256/  10000 (62.56%), best:    6302/10000 (63.02%), error:     10817.36328, best error:     10767.05469 on epoch:    89, epoch:   94/100, mu: 0.9878353477, learning_rate: 0.0000021043, weight_decay: 0.0000029211

epoch time: 698.1311035156s, input_fired_time: 15.7481584549, output_fired_time: 8.0005121231, propagate_forward_time: 236.5028228760, propagate_backward_time: 419.0079345703, weight_update_time: 0.7614051700, other_time: 18.8717041016
epoch time: 52.2918624878s, input_fired_time: 1.4936523438, output_fired_time: 0.0000000000, propagate_forward_time: 47.3706474304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4275627136
validation[          , genome  5401] predictions:    6296/  10000 (62.96%), best:    6296/10000 (62.96%), error:     10764.20898, best error:     10764.20898 on epoch:    95, epoch:   95/100, mu: 0.9879564047, learning_rate: 0.0000019687, weight_decay: 0.0000027614

epoch time: 698.6604003906s, input_fired_time: 15.8439626694, output_fired_time: 8.0713825226, propagate_forward_time: 237.6100921631, propagate_backward_time: 418.3603210449, weight_update_time: 0.7657108903, other_time: 18.7746276855
epoch time: 52.2756233215s, input_fired_time: 1.4945380688, output_fired_time: 0.0000000000, propagate_forward_time: 47.4255905151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3554954529
validation[          , genome  5401] predictions:    6309/  10000 (63.09%), best:    6296/10000 (62.96%), error:     10786.45215, best error:     10764.20898 on epoch:    95, epoch:   96/100, mu: 0.9880707264, learning_rate: 0.0000018417, weight_decay: 0.0000026105

epoch time: 705.7748413086s, input_fired_time: 15.6937370300, output_fired_time: 7.8910598755, propagate_forward_time: 239.8298187256, propagate_backward_time: 423.6615600586, weight_update_time: 0.7546378970, other_time: 18.6986694336
epoch time: 54.0732421875s, input_fired_time: 1.5468721390, output_fired_time: 0.0000000000, propagate_forward_time: 48.9362831116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5900878906
validation[          , genome  5401] predictions:    6305/  10000 (63.05%), best:    6296/10000 (62.96%), error:     10771.51367, best error:     10764.20898 on epoch:    95, epoch:   97/100, mu: 0.9881786108, learning_rate: 0.0000017230, weight_decay: 0.0000024678

epoch time: 698.8223876953s, input_fired_time: 16.0978469849, output_fired_time: 7.8889403343, propagate_forward_time: 238.3992004395, propagate_backward_time: 416.6891479492, weight_update_time: 0.7996511459, other_time: 19.7472839355
epoch time: 52.8498191833s, input_fired_time: 1.5401132107, output_fired_time: 0.0000000000, propagate_forward_time: 47.7590904236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5506172180
validation[          , genome  5401] predictions:    6305/  10000 (63.05%), best:    6296/10000 (62.96%), error:     10805.98535, best error:     10764.20898 on epoch:    95, epoch:   98/100, mu: 0.9882804751, learning_rate: 0.0000016119, weight_decay: 0.0000023329

epoch time: 698.6758422852s, input_fired_time: 16.1409130096, output_fired_time: 8.0313320160, propagate_forward_time: 237.7585296631, propagate_backward_time: 417.2428588867, weight_update_time: 0.7877029181, other_time: 19.5021972656
epoch time: 52.4632339478s, input_fired_time: 1.4746726751, output_fired_time: 0.0000000000, propagate_forward_time: 47.5902976990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3982620239
validation[          , genome  5401] predictions:    6308/  10000 (63.08%), best:    6308/10000 (63.08%), error:     10757.81055, best error:     10757.81055 on epoch:    99, epoch:   99/100, mu: 0.9883766770, learning_rate: 0.0000015080, weight_decay: 0.0000022054

epoch time: 718.3137207031s, input_fired_time: 16.1216316223, output_fired_time: 8.1156377792, propagate_forward_time: 243.2799835205, propagate_backward_time: 431.3975219727, weight_update_time: 0.7940627933, other_time: 19.3989257813
epoch time: 53.9517745972s, input_fired_time: 1.5497180223, output_fired_time: 0.0000000000, propagate_forward_time: 48.9475746155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4544830322
validation[          , genome  5401] predictions:    6285/  10000 (62.85%), best:    6308/10000 (63.08%), error:     10792.89063, best error:     10757.81055 on epoch:    99, epoch:  100/100, mu: 0.9884674549, learning_rate: 0.0000014107, weight_decay: 0.0000020848

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 271.5372009277s, input_fired_time: 7.7769622803, output_fired_time: 0.0000000000, propagate_forward_time: 246.2794494629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 17.4808044434
best training[          , genome  5401] predictions:   34043/  50000 (68.09%), best:    6308/10000 (63.08%), error:     48203.78906, best error:     10757.81055 on epoch:    99, epoch:  101/100, mu: 0.9885531664, learning_rate: 0.0000013198, weight_decay: 0.0000019709
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 54.1242218018s, input_fired_time: 1.4707158804, output_fired_time: 0.0000000000, propagate_forward_time: 48.8977661133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7557411194
   testing[          , genome  5401] predictions:    6308/  10000 (63.08%), best:    6308/10000 (63.08%), error:     10757.81055, best error:     10757.81055 on epoch:    99, epoch:  101/100, mu: 0.9885531664, learning_rate: 0.0000013198, weight_decay: 0.0000019709
backpropagation finished successfully!
06:45:47 (1080): called boinc_finish(0)

</stderr_txt>
]]>