Nameexact_genome_1517574602_46_18110_2
Workunit2988263
Created8 Feb 2018, 14:48:15 UTC
Sent8 Feb 2018, 15:13:27 UTC
Report deadline12 Apr 2018, 2:11:53 UTC
Received11 Feb 2018, 22:37:41 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID60433
Run time23 hours 23 min 41 sec
CPU time22 hours 39 min 53 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS4.62 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.69 MB
Peak swap size4,406.20 MB
Peak disk usage4.56 MB

Stderr output

<core_client_version>7.8.6</core_client_version>
<![CDATA[
<stderr_txt>
01, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1718521118
validation[          , genome 18110] predictions:    9865/  10000 (98.65%), best:    9876/10000 (98.76%), error:       404.70496, best error:       402.23749 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 852.2159423828s, input_fired_time: 8.4094781876, output_fired_time: 6.1043977737, propagate_forward_time: 259.5990600586, propagate_backward_time: 570.4358520508, weight_update_time: 0.6825293303, other_time: 7.6671752930
epoch time: 53.8005790710s, input_fired_time: 0.9315901399, output_fired_time: 0.0000000000, propagate_forward_time: 51.7028961182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1660919189
validation[          , genome 18110] predictions:    9873/  10000 (98.73%), best:    9876/10000 (98.76%), error:       411.94702, best error:       402.23749 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 864.3920288086s, input_fired_time: 8.3995695114, output_fired_time: 5.1084432602, propagate_forward_time: 269.0959167480, propagate_backward_time: 575.0941162109, weight_update_time: 0.6876983047, other_time: 6.6939697266
epoch time: 55.3728790283s, input_fired_time: 0.9326769114, output_fired_time: 0.0000000000, propagate_forward_time: 53.2849121094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1552886963
validation[          , genome 18110] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       364.29037, best error:       364.29037 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 868.4625244141s, input_fired_time: 7.4390172958, output_fired_time: 6.1288385391, propagate_forward_time: 265.6763916016, propagate_backward_time: 581.5075073242, weight_update_time: 0.6929967403, other_time: 7.7107543945
epoch time: 58.4259109497s, input_fired_time: 0.9443960786, output_fired_time: 0.0000000000, propagate_forward_time: 56.3210678101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1604461670
validation[          , genome 18110] predictions:    9866/  10000 (98.66%), best:    9884/10000 (98.84%), error:       403.73129, best error:       364.29037 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 870.5424194336s, input_fired_time: 10.4475421906, output_fired_time: 5.0982484818, propagate_forward_time: 267.7052917480, propagate_backward_time: 580.5812988281, weight_update_time: 0.6972811818, other_time: 6.7099609375
epoch time: 59.6748771667s, input_fired_time: 1.9631694555, output_fired_time: 0.0000000000, propagate_forward_time: 56.5182495117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1934585571
validation[          , genome 18110] predictions:    9868/  10000 (98.68%), best:    9884/10000 (98.84%), error:       435.60635, best error:       364.29037 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 859.9349365234s, input_fired_time: 10.4155521393, output_fired_time: 8.1297864914, propagate_forward_time: 275.6688537598, propagate_backward_time: 559.0303344727, weight_update_time: 0.6845738292, other_time: 6.6904907227
epoch time: 59.6804542542s, input_fired_time: 0.9375252724, output_fired_time: 0.0000000000, propagate_forward_time: 57.5759735107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1669540405
validation[          , genome 18110] predictions:    9847/  10000 (98.47%), best:    9884/10000 (98.84%), error:       452.02542, best error:       364.29037 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 854.3229980469s, input_fired_time: 7.4023065567, output_fired_time: 5.1136884689, propagate_forward_time: 267.2696838379, propagate_backward_time: 567.8659057617, weight_update_time: 0.6879395843, other_time: 6.6714477539
epoch time: 54.6665077209s, input_fired_time: 1.9362220764, output_fired_time: 0.0000000000, propagate_forward_time: 51.5722808838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1580047607
validation[          , genome 18110] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       355.85065, best error:       355.85065 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 866.3147583008s, input_fired_time: 8.4217700958, output_fired_time: 7.1215906143, propagate_forward_time: 270.6025085449, propagate_backward_time: 573.4620361328, weight_update_time: 0.6880487204, other_time: 6.7069091797
epoch time: 54.0767250061s, input_fired_time: 0.9438320994, output_fired_time: 0.0000000000, propagate_forward_time: 51.9720420837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1608505249
validation[          , genome 18110] predictions:    9853/  10000 (98.53%), best:    9888/10000 (98.88%), error:       474.75659, best error:       355.85065 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 870.1528930664s, input_fired_time: 9.4260177612, output_fired_time: 5.1118497849, propagate_forward_time: 268.4457397461, propagate_backward_time: 580.4853515625, weight_update_time: 0.6843753457, other_time: 6.6838989258
epoch time: 56.0630950928s, input_fired_time: 0.9413998723, output_fired_time: 0.0000000000, propagate_forward_time: 52.9580497742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1636466980
validation[          , genome 18110] predictions:    9842/  10000 (98.42%), best:    9888/10000 (98.88%), error:       474.27243, best error:       355.85065 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 860.0584716797s, input_fired_time: 7.4179964066, output_fired_time: 5.1133480072, propagate_forward_time: 266.0527038574, propagate_backward_time: 574.7941894531, weight_update_time: 0.6877883077, other_time: 6.6802978516
epoch time: 53.5395202637s, input_fired_time: 0.9364009500, output_fired_time: 0.0000000000, propagate_forward_time: 51.4401435852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1629753113
validation[          , genome 18110] predictions:    9886/  10000 (98.86%), best:    9888/10000 (98.88%), error:       364.07812, best error:       355.85065 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 873.4700927734s, input_fired_time: 9.4262256622, output_fired_time: 10.1173334122, propagate_forward_time: 270.5315551758, propagate_backward_time: 576.6907958984, weight_update_time: 0.6887934804, other_time: 6.7042236328
epoch time: 53.8511390686s, input_fired_time: 0.9254652262, output_fired_time: 0.0000000000, propagate_forward_time: 50.7785034180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1471710205
validation[          , genome 18110] predictions:    9865/  10000 (98.65%), best:    9888/10000 (98.88%), error:       421.52231, best error:       355.85065 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 865.3771362305s, input_fired_time: 7.4301514626, output_fired_time: 7.1097292900, propagate_forward_time: 265.5670166016, propagate_backward_time: 577.5661010742, weight_update_time: 0.6897283792, other_time: 7.7041015625
epoch time: 56.7788696289s, input_fired_time: 0.9388134480, output_fired_time: 0.0000000000, propagate_forward_time: 54.6846122742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1554450989
validation[          , genome 18110] predictions:    9863/  10000 (98.63%), best:    9888/10000 (98.88%), error:       410.46210, best error:       355.85065 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 862.8154907227s, input_fired_time: 9.4389591217, output_fired_time: 5.0883040428, propagate_forward_time: 268.3325805664, propagate_backward_time: 571.2402343750, weight_update_time: 0.6984215975, other_time: 8.7153930664
epoch time: 56.0186424255s, input_fired_time: 0.9464169741, output_fired_time: 0.0000000000, propagate_forward_time: 53.9101943970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1620292664
validation[          , genome 18110] predictions:    9857/  10000 (98.57%), best:    9888/10000 (98.88%), error:       453.35986, best error:       355.85065 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 862.8207397461s, input_fired_time: 10.4459285736, output_fired_time: 5.1045908928, propagate_forward_time: 256.8710632324, propagate_backward_time: 583.6860351562, weight_update_time: 0.6936340928, other_time: 6.7131347656
epoch time: 59.3816146851s, input_fired_time: 0.9439416528, output_fired_time: 0.0000000000, propagate_forward_time: 57.2613639832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1763076782
validation[          , genome 18110] predictions:    9859/  10000 (98.59%), best:    9888/10000 (98.88%), error:       439.48367, best error:       355.85065 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 858.8198242188s, input_fired_time: 12.4826412201, output_fired_time: 5.1221528053, propagate_forward_time: 268.0178527832, propagate_backward_time: 566.5003662109, weight_update_time: 0.6919693947, other_time: 6.6967773438
epoch time: 55.6032638550s, input_fired_time: 0.9363557100, output_fired_time: 0.0000000000, propagate_forward_time: 53.5053329468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1615753174
validation[          , genome 18110] predictions:    9865/  10000 (98.65%), best:    9888/10000 (98.88%), error:       410.75381, best error:       355.85065 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 856.3436889648s, input_fired_time: 7.4131617546, output_fired_time: 6.1184115410, propagate_forward_time: 261.9549255371, propagate_backward_time: 572.1510009766, weight_update_time: 0.6849220395, other_time: 8.7061767578
epoch time: 54.9906005859s, input_fired_time: 0.9365296364, output_fired_time: 0.0000000000, propagate_forward_time: 52.8762855530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1777839661
validation[          , genome 18110] predictions:    9873/  10000 (98.73%), best:    9888/10000 (98.88%), error:       364.75650, best error:       355.85065 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 870.3638305664s, input_fired_time: 9.4235019684, output_fired_time: 5.1119332314, propagate_forward_time: 277.5943603516, propagate_backward_time: 570.5477294922, weight_update_time: 0.6869962811, other_time: 7.6862792969
epoch time: 53.4798469543s, input_fired_time: 0.9304095507, output_fired_time: 0.0000000000, propagate_forward_time: 51.4125976562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1368408203
validation[          , genome 18110] predictions:    9862/  10000 (98.62%), best:    9888/10000 (98.88%), error:       430.34830, best error:       355.85065 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 861.2881469727s, input_fired_time: 9.4429540634, output_fired_time: 5.1051502228, propagate_forward_time: 268.1487121582, propagate_backward_time: 570.8912963867, weight_update_time: 0.6843908429, other_time: 7.7000122070
epoch time: 54.1304321289s, input_fired_time: 0.9417340159, output_fired_time: 0.0000000000, propagate_forward_time: 52.0414085388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1472892761
validation[          , genome 18110] predictions:    9853/  10000 (98.53%), best:    9888/10000 (98.88%), error:       446.11966, best error:       355.85065 on epoch:    20, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 852.7513427734s, input_fired_time: 7.4104423523, output_fired_time: 5.0722718239, propagate_forward_time: 269.1853637695, propagate_backward_time: 562.3758544922, weight_update_time: 1.6931122541, other_time: 8.7073974609
epoch time: 54.9090919495s, input_fired_time: 0.9246509075, output_fired_time: 0.0000000000, propagate_forward_time: 52.8338928223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1505470276
validation[          , genome 18110] predictions:    9873/  10000 (98.73%), best:    9888/10000 (98.88%), error:       381.87585, best error:       355.85065 on epoch:    20, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 855.7448730469s, input_fired_time: 10.4495391846, output_fired_time: 5.0905628204, propagate_forward_time: 264.5894470215, propagate_backward_time: 568.9417114258, weight_update_time: 0.6916716099, other_time: 6.6736450195
epoch time: 57.3183288574s, input_fired_time: 0.9422649145, output_fired_time: 0.0000000000, propagate_forward_time: 55.2160720825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1599922180
validation[          , genome 18110] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       323.32922, best error:       323.32922 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 876.3905639648s, input_fired_time: 7.4777998924, output_fired_time: 5.1574440002, propagate_forward_time: 273.1164855957, propagate_backward_time: 579.8861083984, weight_update_time: 0.6907057166, other_time: 10.7526855469
epoch time: 53.2303810120s, input_fired_time: 0.9350345731, output_fired_time: 0.0000000000, propagate_forward_time: 51.1381797791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1571655273
validation[          , genome 18110] predictions:    9851/  10000 (98.51%), best:    9888/10000 (98.88%), error:       475.76260, best error:       323.32922 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 867.8538208008s, input_fired_time: 9.4350099564, output_fired_time: 7.0898838043, propagate_forward_time: 274.3729553223, propagate_backward_time: 570.2188110352, weight_update_time: 0.6943652630, other_time: 6.7371215820
epoch time: 52.9411048889s, input_fired_time: 0.9376280904, output_fired_time: 0.0000000000, propagate_forward_time: 50.8547325134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1487426758
validation[          , genome 18110] predictions:    9842/  10000 (98.42%), best:    9888/10000 (98.88%), error:       462.32990, best error:       323.32922 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 865.1242675781s, input_fired_time: 7.4441580772, output_fired_time: 6.0995903015, propagate_forward_time: 271.7037353516, propagate_backward_time: 573.1749877930, weight_update_time: 0.6898485422, other_time: 6.7017822266
epoch time: 55.6037750244s, input_fired_time: 0.9414957762, output_fired_time: 0.0000000000, propagate_forward_time: 53.5111732483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1511077881
validation[          , genome 18110] predictions:    9897/  10000 (98.97%), best:    9888/10000 (98.88%), error:       326.85211, best error:       323.32922 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 868.4588012695s, input_fired_time: 8.4423084259, output_fired_time: 5.1229867935, propagate_forward_time: 281.7741088867, propagate_backward_time: 565.4212036133, weight_update_time: 1.6881422997, other_time: 7.6981811523
epoch time: 57.5214881897s, input_fired_time: 0.9580671191, output_fired_time: 0.0000000000, propagate_forward_time: 55.4069747925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1564445496
validation[          , genome 18110] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       287.07132, best error:       287.07132 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 854.4199829102s, input_fired_time: 9.4433097839, output_fired_time: 7.0667233467, propagate_forward_time: 268.0270690918, propagate_backward_time: 563.1954956055, weight_update_time: 0.6822667122, other_time: 6.6874389648
epoch time: 52.9273071289s, input_fired_time: 0.9328137636, output_fired_time: 0.0000000000, propagate_forward_time: 50.8505210876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1439704895
validation[          , genome 18110] predictions:    9875/  10000 (98.75%), best:    9903/10000 (99.03%), error:       390.88062, best error:       287.07132 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 859.7537231445s, input_fired_time: 9.4076108932, output_fired_time: 5.0787868500, propagate_forward_time: 270.5949401855, propagate_backward_time: 566.0142822266, weight_update_time: 0.6812162995, other_time: 8.6580810547
epoch time: 55.0051536560s, input_fired_time: 0.9366021752, output_fired_time: 0.0000000000, propagate_forward_time: 52.9053993225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1631507874
validation[          , genome 18110] predictions:    9905/  10000 (99.05%), best:    9903/10000 (99.03%), error:       316.21637, best error:       287.07132 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 876.9980468750s, input_fired_time: 9.4657812119, output_fired_time: 5.1425781250, propagate_forward_time: 276.7135620117, propagate_backward_time: 578.9724731445, weight_update_time: 0.6911135912, other_time: 6.7036743164
epoch time: 54.3642692566s, input_fired_time: 0.9438635111, output_fired_time: 0.0000000000, propagate_forward_time: 51.2696266174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1507797241
validation[          , genome 18110] predictions:    9899/  10000 (98.99%), best:    9903/10000 (99.03%), error:       322.65582, best error:       287.07132 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 863.7817993164s, input_fired_time: 7.4650135040, output_fired_time: 6.1374678612, propagate_forward_time: 273.0951843262, propagate_backward_time: 570.3740844727, weight_update_time: 0.6914258003, other_time: 6.7100219727
epoch time: 57.7167854309s, input_fired_time: 0.9406252503, output_fired_time: 0.0000000000, propagate_forward_time: 55.6108779907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1652832031
validation[          , genome 18110] predictions:    9876/  10000 (98.76%), best:    9903/10000 (99.03%), error:       401.83771, best error:       287.07132 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 871.8269042969s, input_fired_time: 8.5262279510, output_fired_time: 8.1695613861, propagate_forward_time: 268.3082580566, propagate_backward_time: 578.0866088867, weight_update_time: 0.6885616183, other_time: 8.7362670898
epoch time: 54.5118026733s, input_fired_time: 0.9549147487, output_fired_time: 0.0000000000, propagate_forward_time: 52.3831405640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1737480164
validation[          , genome 18110] predictions:    9907/  10000 (99.07%), best:    9903/10000 (99.03%), error:       309.52896, best error:       287.07132 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 871.2637329102s, input_fired_time: 13.5045719147, output_fired_time: 7.1560468674, propagate_forward_time: 263.1110229492, propagate_backward_time: 580.7860107422, weight_update_time: 0.6915497184, other_time: 6.7060546875
epoch time: 55.1595726013s, input_fired_time: 0.9382802844, output_fired_time: 0.0000000000, propagate_forward_time: 53.0654678345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1558227539
validation[          , genome 18110] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       272.68976, best error:       272.68976 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 865.8417358398s, input_fired_time: 7.4505848885, output_fired_time: 6.1160035133, propagate_forward_time: 269.1289367676, propagate_backward_time: 576.4393920898, weight_update_time: 0.6853735447, other_time: 6.7068481445
epoch time: 58.5553741455s, input_fired_time: 0.9442718029, output_fired_time: 0.0000000000, propagate_forward_time: 56.4403419495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1707611084
validation[          , genome 18110] predictions:    9881/  10000 (98.81%), best:    9911/10000 (99.11%), error:       340.67627, best error:       272.68976 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 863.3024291992s, input_fired_time: 9.4465322495, output_fired_time: 5.1113901138, propagate_forward_time: 274.1832580566, propagate_backward_time: 566.8656005859, weight_update_time: 0.6833656430, other_time: 7.6956787109
epoch time: 54.9921951294s, input_fired_time: 0.9412477612, output_fired_time: 0.0000000000, propagate_forward_time: 52.9006423950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1503067017
validation[          , genome 18110] predictions:    9893/  10000 (98.93%), best:    9911/10000 (99.11%), error:       316.09918, best error:       272.68976 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 864.4804077148s, input_fired_time: 7.4738912582, output_fired_time: 5.1122379303, propagate_forward_time: 266.0018005371, propagate_backward_time: 575.1556396484, weight_update_time: 0.6906604767, other_time: 10.7368164062
epoch time: 58.4408645630s, input_fired_time: 0.9585576057, output_fired_time: 0.0000000000, propagate_forward_time: 56.3050651550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1772422791
validation[          , genome 18110] predictions:    9916/  10000 (99.16%), best:    9916/10000 (99.16%), error:       270.22400, best error:       270.22400 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 868.2370605469s, input_fired_time: 10.5034627914, output_fired_time: 5.1398906708, propagate_forward_time: 268.2478942871, propagate_backward_time: 573.5878906250, weight_update_time: 0.6918393970, other_time: 10.7579345703
epoch time: 55.1534957886s, input_fired_time: 0.9406654239, output_fired_time: 0.0000000000, propagate_forward_time: 53.0461235046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1667060852
validation[          , genome 18110] predictions:    9913/  10000 (99.13%), best:    9916/10000 (99.16%), error:       284.99557, best error:       270.22400 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 859.5885009766s, input_fired_time: 7.4631199837, output_fired_time: 5.1330618858, propagate_forward_time: 263.4417419434, propagate_backward_time: 574.8334350586, weight_update_time: 0.6841769814, other_time: 8.7171020508
epoch time: 57.6973648071s, input_fired_time: 0.9442731738, output_fired_time: 0.0000000000, propagate_forward_time: 55.5934867859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1596031189
validation[          , genome 18110] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       264.20297, best error:       264.20297 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 871.6577758789s, input_fired_time: 7.4925928116, output_fired_time: 6.1374268532, propagate_forward_time: 278.5760192871, propagate_backward_time: 568.6918945312, weight_update_time: 1.7026330233, other_time: 10.7597656250
epoch time: 55.8123931885s, input_fired_time: 1.9527175426, output_fired_time: 0.0000000000, propagate_forward_time: 51.7018280029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1578483582
validation[          , genome 18110] predictions:    9914/  10000 (99.14%), best:    9913/10000 (99.13%), error:       285.68237, best error:       264.20297 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 872.6885375977s, input_fired_time: 7.4937834740, output_fired_time: 9.1694583893, propagate_forward_time: 271.6427001953, propagate_backward_time: 575.5846557617, weight_update_time: 0.6960884333, other_time: 8.7979736328
epoch time: 56.0854644775s, input_fired_time: 0.9445832372, output_fired_time: 0.0000000000, propagate_forward_time: 53.9686851501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1721954346
validation[          , genome 18110] predictions:    9866/  10000 (98.66%), best:    9913/10000 (99.13%), error:       390.56253, best error:       264.20297 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 865.5914916992s, input_fired_time: 9.4676551819, output_fired_time: 5.1252279282, propagate_forward_time: 269.9550476074, propagate_backward_time: 573.3295288086, weight_update_time: 0.6874348521, other_time: 7.7140502930
epoch time: 56.1385612488s, input_fired_time: 0.9380802512, output_fired_time: 0.0000000000, propagate_forward_time: 54.0362548828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1642265320
validation[          , genome 18110] predictions:    9898/  10000 (98.98%), best:    9913/10000 (99.13%), error:       305.04160, best error:       264.20297 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 863.8680419922s, input_fired_time: 7.4488968849, output_fired_time: 5.1083946228, propagate_forward_time: 270.9664001465, propagate_backward_time: 571.6370239258, weight_update_time: 0.6883414388, other_time: 8.7073364258
epoch time: 58.0218009949s, input_fired_time: 0.9606891274, output_fired_time: 0.0000000000, propagate_forward_time: 55.8857650757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1753463745
validation[          , genome 18110] predictions:    9920/  10000 (99.20%), best:    9920/10000 (99.20%), error:       254.46022, best error:       254.46022 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 862.9627075195s, input_fired_time: 9.4825668335, output_fired_time: 8.1227207184, propagate_forward_time: 265.8593139648, propagate_backward_time: 571.7474975586, weight_update_time: 1.6986680031, other_time: 7.7506103516
epoch time: 55.8303604126s, input_fired_time: 2.9541859627, output_fired_time: 0.0000000000, propagate_forward_time: 51.7250785828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1510963440
validation[          , genome 18110] predictions:    9912/  10000 (99.12%), best:    9920/10000 (99.20%), error:       259.12122, best error:       254.46022 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 866.6048583984s, input_fired_time: 7.4653830528, output_fired_time: 6.1309351921, propagate_forward_time: 267.0480957031, propagate_backward_time: 579.2377929688, weight_update_time: 0.6927608848, other_time: 6.7226562500
epoch time: 59.3457870483s, input_fired_time: 0.9602785707, output_fired_time: 0.0000000000, propagate_forward_time: 57.2173004150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1682090759
validation[          , genome 18110] predictions:    9901/  10000 (99.01%), best:    9920/10000 (99.20%), error:       328.36646, best error:       254.46022 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 867.5888061523s, input_fired_time: 8.4728803635, output_fired_time: 7.1248846054, propagate_forward_time: 276.3486633301, propagate_backward_time: 568.8943481445, weight_update_time: 0.6922030449, other_time: 6.7479858398
epoch time: 54.7504119873s, input_fired_time: 0.9449239969, output_fired_time: 0.0000000000, propagate_forward_time: 52.6363258362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1691627502
validation[          , genome 18110] predictions:    9885/  10000 (98.85%), best:    9920/10000 (99.20%), error:       345.19711, best error:       254.46022 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 847.5166015625s, input_fired_time: 8.4273319244, output_fired_time: 5.0381197929, propagate_forward_time: 261.0391540527, propagate_backward_time: 566.3822631836, weight_update_time: 0.6725803018, other_time: 6.6296997070
epoch time: 57.7163581848s, input_fired_time: 0.9673594832, output_fired_time: 0.0000000000, propagate_forward_time: 54.5714073181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1775932312
validation[          , genome 18110] predictions:    9903/  10000 (99.03%), best:    9920/10000 (99.20%), error:       302.30273, best error:       254.46022 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 865.2108764648s, input_fired_time: 8.5010080338, output_fired_time: 6.1131477356, propagate_forward_time: 255.1427764893, propagate_backward_time: 586.6937866211, weight_update_time: 0.6963739991, other_time: 8.7601318359
epoch time: 54.9840278625s, input_fired_time: 0.9512344599, output_fired_time: 0.0000000000, propagate_forward_time: 52.8692016602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1635932922
validation[          , genome 18110] predictions:    9889/  10000 (98.89%), best:    9920/10000 (99.20%), error:       365.57391, best error:       254.46022 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 875.5506591797s, input_fired_time: 7.5320253372, output_fired_time: 5.1598415375, propagate_forward_time: 259.8963623047, propagate_backward_time: 594.1992187500, weight_update_time: 0.6993917227, other_time: 8.7631835938
epoch time: 55.4273033142s, input_fired_time: 0.9547234178, output_fired_time: 0.0000000000, propagate_forward_time: 53.3000679016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1725120544
validation[          , genome 18110] predictions:    9916/  10000 (99.16%), best:    9916/10000 (99.16%), error:       251.25206, best error:       251.25206 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 866.3390502930s, input_fired_time: 8.4792680740, output_fired_time: 7.1534905434, propagate_forward_time: 261.5524291992, propagate_backward_time: 580.4136352539, weight_update_time: 0.6927662492, other_time: 8.7402343750
epoch time: 59.8613052368s, input_fired_time: 0.9605579972, output_fired_time: 0.0000000000, propagate_forward_time: 57.7229652405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1777801514
validation[          , genome 18110] predictions:    9917/  10000 (99.17%), best:    9916/10000 (99.16%), error:       254.54729, best error:       251.25206 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 875.1406860352s, input_fired_time: 7.4969615936, output_fired_time: 5.1465611458, propagate_forward_time: 272.4471130371, propagate_backward_time: 583.3549804688, weight_update_time: 0.6824080944, other_time: 6.6950683594
epoch time: 57.2592048645s, input_fired_time: 0.9636804461, output_fired_time: 0.0000000000, propagate_forward_time: 55.1297531128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1657714844
validation[          , genome 18110] predictions:    9882/  10000 (98.82%), best:    9916/10000 (99.16%), error:       372.29178, best error:       251.25206 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 869.4598388672s, input_fired_time: 8.4934587479, output_fired_time: 5.1218223572, propagate_forward_time: 267.7930297852, propagate_backward_time: 579.3602905273, weight_update_time: 0.6842300296, other_time: 8.6912231445
epoch time: 56.3185386658s, input_fired_time: 0.9457114935, output_fired_time: 0.0000000000, propagate_forward_time: 54.2290420532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1437835693
validation[          , genome 18110] predictions:    9921/  10000 (99.21%), best:    9921/10000 (99.21%), error:       238.35849, best error:       238.35849 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 862.8547973633s, input_fired_time: 8.4823827744, output_fired_time: 5.1061053276, propagate_forward_time: 267.9326171875, propagate_backward_time: 574.6123046875, weight_update_time: 0.6937057376, other_time: 6.7214355469
epoch time: 59.3900337219s, input_fired_time: 0.9537628293, output_fired_time: 0.0000000000, propagate_forward_time: 57.2573890686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1788825989
validation[          , genome 18110] predictions:    9912/  10000 (99.12%), best:    9921/10000 (99.21%), error:       252.66722, best error:       238.35849 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 870.1167602539s, input_fired_time: 7.4814929962, output_fired_time: 6.1259493828, propagate_forward_time: 260.2754516602, propagate_backward_time: 587.5139160156, weight_update_time: 0.6926158667, other_time: 8.7199096680
epoch time: 52.9664993286s, input_fired_time: 0.9373214245, output_fired_time: 0.0000000000, propagate_forward_time: 50.8809738159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1482048035
validation[          , genome 18110] predictions:    9918/  10000 (99.18%), best:    9921/10000 (99.21%), error:       247.27773, best error:       238.35849 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 871.9905395508s, input_fired_time: 9.5010118484, output_fired_time: 5.1293659210, propagate_forward_time: 273.8839416504, propagate_backward_time: 575.7419433594, weight_update_time: 0.6963297725, other_time: 7.7342529297
epoch time: 54.4181327820s, input_fired_time: 0.9438683391, output_fired_time: 0.0000000000, propagate_forward_time: 52.3173446655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1569213867
validation[          , genome 18110] predictions:    9917/  10000 (99.17%), best:    9921/10000 (99.21%), error:       241.90222, best error:       238.35849 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 875.8150634766s, input_fired_time: 9.5347146988, output_fired_time: 5.1360683441, propagate_forward_time: 273.1872253418, propagate_backward_time: 580.2189941406, weight_update_time: 0.6899083257, other_time: 7.7380371094
epoch time: 55.9280166626s, input_fired_time: 0.9507572055, output_fired_time: 0.0000000000, propagate_forward_time: 53.8171615601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1600990295
validation[          , genome 18110] predictions:    9909/  10000 (99.09%), best:    9921/10000 (99.21%), error:       282.85086, best error:       238.35849 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 877.9149780273s, input_fired_time: 7.5129132271, output_fired_time: 5.1529383659, propagate_forward_time: 281.2239990234, propagate_backward_time: 576.2664184570, weight_update_time: 0.6972697973, other_time: 7.7586669922
epoch time: 54.7883415222s, input_fired_time: 0.9425151348, output_fired_time: 0.0000000000, propagate_forward_time: 52.6859283447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1598968506
validation[          , genome 18110] predictions:    9930/  10000 (99.30%), best:    9921/10000 (99.21%), error:       240.75456, best error:       238.35849 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 858.9667358398s, input_fired_time: 8.4635839462, output_fired_time: 5.1436543465, propagate_forward_time: 262.2686157227, propagate_backward_time: 574.3856811523, weight_update_time: 0.6887455583, other_time: 8.7052001953
epoch time: 58.7157058716s, input_fired_time: 0.9541321993, output_fired_time: 0.0000000000, propagate_forward_time: 56.5847206116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1768531799
validation[          , genome 18110] predictions:    9920/  10000 (99.20%), best:    9921/10000 (99.21%), error:       240.92694, best error:       238.35849 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 875.3920898438s, input_fired_time: 8.4819326401, output_fired_time: 5.1493430138, propagate_forward_time: 267.0953674316, propagate_backward_time: 583.9182128906, weight_update_time: 0.6905122995, other_time: 10.7471923828
epoch time: 56.7538337708s, input_fired_time: 0.9424927831, output_fired_time: 0.0000000000, propagate_forward_time: 54.6558113098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1555290222
validation[          , genome 18110] predictions:    9927/  10000 (99.27%), best:    9921/10000 (99.21%), error:       244.69792, best error:       238.35849 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 871.9281005859s, input_fired_time: 7.4565138817, output_fired_time: 5.0887379646, propagate_forward_time: 281.2230529785, propagate_backward_time: 570.4520874023, weight_update_time: 0.6868433356, other_time: 7.7077026367
epoch time: 55.8373603821s, input_fired_time: 0.9529454708, output_fired_time: 0.0000000000, propagate_forward_time: 52.7214050293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1630096436
validation[          , genome 18110] predictions:    9917/  10000 (99.17%), best:    9921/10000 (99.21%), error:       245.12129, best error:       238.35849 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 870.6796875000s, input_fired_time: 9.5056190491, output_fired_time: 5.1356287003, propagate_forward_time: 273.5860595703, propagate_backward_time: 574.7314453125, weight_update_time: 0.6906670332, other_time: 7.7209472656
epoch time: 54.1512184143s, input_fired_time: 1.9558826685, output_fired_time: 0.0000000000, propagate_forward_time: 51.0456390381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1496963501
validation[          , genome 18110] predictions:    9911/  10000 (99.11%), best:    9921/10000 (99.21%), error:       262.53915, best error:       238.35849 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 871.0103759766s, input_fired_time: 7.4898457527, output_fired_time: 5.1276702881, propagate_forward_time: 272.7926940918, propagate_backward_time: 578.8829956055, weight_update_time: 0.6897448301, other_time: 6.7171020508
epoch time: 55.8247833252s, input_fired_time: 0.9601100683, output_fired_time: 0.0000000000, propagate_forward_time: 53.7071495056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1575241089
validation[          , genome 18110] predictions:    9916/  10000 (99.16%), best:    9921/10000 (99.21%), error:       275.75644, best error:       238.35849 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 861.9592285156s, input_fired_time: 7.4770612717, output_fired_time: 6.1121802330, propagate_forward_time: 258.2283935547, propagate_backward_time: 583.4445190430, weight_update_time: 0.6869641542, other_time: 6.6970825195
epoch time: 54.7290725708s, input_fired_time: 0.9620954394, output_fired_time: 0.0000000000, propagate_forward_time: 52.6180725098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1489028931
validation[          , genome 18110] predictions:    9909/  10000 (99.09%), best:    9921/10000 (99.21%), error:       285.58148, best error:       238.35849 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 876.6088256836s, input_fired_time: 8.5002870560, output_fired_time: 6.1549839973, propagate_forward_time: 266.8561706543, propagate_backward_time: 587.3629760742, weight_update_time: 0.6914903522, other_time: 7.7344360352
epoch time: 55.4573135376s, input_fired_time: 0.9548771977, output_fired_time: 0.0000000000, propagate_forward_time: 53.3461990356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1562385559
validation[          , genome 18110] predictions:    9912/  10000 (99.12%), best:    9921/10000 (99.21%), error:       260.82214, best error:       238.35849 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 865.7030639648s, input_fired_time: 10.4887495041, output_fired_time: 7.1102757454, propagate_forward_time: 272.7116699219, propagate_backward_time: 567.7000122070, weight_update_time: 0.6829879284, other_time: 7.6923217773
epoch time: 54.8182868958s, input_fired_time: 0.9452898502, output_fired_time: 0.0000000000, propagate_forward_time: 52.7262992859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1466979980
validation[          , genome 18110] predictions:    9923/  10000 (99.23%), best:    9921/10000 (99.21%), error:       240.53026, best error:       238.35849 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 861.7730712891s, input_fired_time: 9.4857091904, output_fired_time: 5.1068625450, propagate_forward_time: 264.3448791504, propagate_backward_time: 576.1661987305, weight_update_time: 0.6886862516, other_time: 6.6693725586
epoch time: 54.6845664978s, input_fired_time: 0.9435270429, output_fired_time: 0.0000000000, propagate_forward_time: 52.5897789001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1512603760
validation[          , genome 18110] predictions:    9913/  10000 (99.13%), best:    9921/10000 (99.21%), error:       248.82088, best error:       238.35849 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 871.5914306641s, input_fired_time: 7.5315570831, output_fired_time: 5.1449847221, propagate_forward_time: 262.3772277832, propagate_backward_time: 587.8129882812, weight_update_time: 0.6817570925, other_time: 8.7247314453
epoch time: 57.4612083435s, input_fired_time: 0.9545459151, output_fired_time: 0.0000000000, propagate_forward_time: 55.3419418335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1647224426
validation[          , genome 18110] predictions:    9922/  10000 (99.22%), best:    9921/10000 (99.21%), error:       257.71893, best error:       238.35849 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 875.1541137695s, input_fired_time: 7.4957365990, output_fired_time: 6.1416811943, propagate_forward_time: 271.3975219727, propagate_backward_time: 582.3892211914, weight_update_time: 0.6907579899, other_time: 7.7299804688
epoch time: 57.3281555176s, input_fired_time: 0.9538636208, output_fired_time: 0.0000000000, propagate_forward_time: 55.2078590393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1664314270
validation[          , genome 18110] predictions:    9928/  10000 (99.28%), best:    9921/10000 (99.21%), error:       247.44040, best error:       238.35849 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 861.5537109375s, input_fired_time: 8.4936485291, output_fired_time: 7.1313681602, propagate_forward_time: 271.1240844727, propagate_backward_time: 567.0935058594, weight_update_time: 0.6857839823, other_time: 7.7111206055
epoch time: 58.0230178833s, input_fired_time: 0.9547881484, output_fired_time: 0.0000000000, propagate_forward_time: 55.9084739685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1597557068
validation[          , genome 18110] predictions:    9922/  10000 (99.22%), best:    9921/10000 (99.21%), error:       245.23242, best error:       238.35849 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 879.6446533203s, input_fired_time: 7.4956741333, output_fired_time: 6.1330981255, propagate_forward_time: 273.6168518066, propagate_backward_time: 585.6557006836, weight_update_time: 0.6961725354, other_time: 6.7433471680
epoch time: 56.6295585632s, input_fired_time: 0.9573163986, output_fired_time: 0.0000000000, propagate_forward_time: 54.4999618530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1722793579
validation[          , genome 18110] predictions:    9925/  10000 (99.25%), best:    9921/10000 (99.21%), error:       242.29852, best error:       238.35849 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 869.6978149414s, input_fired_time: 7.4835777283, output_fired_time: 7.1516537666, propagate_forward_time: 263.3089599609, propagate_backward_time: 583.0308837891, weight_update_time: 0.6895185709, other_time: 8.7227172852
epoch time: 55.1565322876s, input_fired_time: 0.9556027651, output_fired_time: 0.0000000000, propagate_forward_time: 52.0180091858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1829185486
validation[          , genome 18110] predictions:    9924/  10000 (99.24%), best:    9921/10000 (99.21%), error:       243.45241, best error:       238.35849 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 866.5134277344s, input_fired_time: 7.5174813271, output_fired_time: 9.1973333359, propagate_forward_time: 258.2721557617, propagate_backward_time: 583.8026123047, weight_update_time: 0.6931123137, other_time: 7.7238769531
epoch time: 54.9367332458s, input_fired_time: 0.9545329809, output_fired_time: 0.0000000000, propagate_forward_time: 52.8169288635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1652717590
validation[          , genome 18110] predictions:    9926/  10000 (99.26%), best:    9921/10000 (99.21%), error:       246.77213, best error:       238.35849 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 859.6542358398s, input_fired_time: 7.5046081543, output_fired_time: 5.1036214828, propagate_forward_time: 276.2785034180, propagate_backward_time: 562.0439453125, weight_update_time: 0.6854546666, other_time: 8.7235717773
epoch time: 54.9353103638s, input_fired_time: 0.9557389021, output_fired_time: 0.0000000000, propagate_forward_time: 52.8145980835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1649742126
validation[          , genome 18110] predictions:    9922/  10000 (99.22%), best:    9921/10000 (99.21%), error:       254.43231, best error:       238.35849 on epoch:    61, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 875.5570068359s, input_fired_time: 8.5234365463, output_fired_time: 6.1645479202, propagate_forward_time: 271.3947448730, propagate_backward_time: 582.7399291992, weight_update_time: 0.6935845017, other_time: 6.7343139648
epoch time: 55.3278846741s, input_fired_time: 0.9524407983, output_fired_time: 0.0000000000, propagate_forward_time: 53.2105369568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1649055481
validation[          , genome 18110] predictions:    9918/  10000 (99.18%), best:    9921/10000 (99.21%), error:       251.35381, best error:       238.35849 on epoch:    61, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 860.1950073242s, input_fired_time: 9.5041170120, output_fired_time: 5.1207208633, propagate_forward_time: 269.8306884766, propagate_backward_time: 566.9935302734, weight_update_time: 0.6907006502, other_time: 8.7459716797
epoch time: 57.9984207153s, input_fired_time: 0.9602530599, output_fired_time: 0.0000000000, propagate_forward_time: 55.8751220703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1630439758
validation[          , genome 18110] predictions:    9928/  10000 (99.28%), best:    9921/10000 (99.21%), error:       239.93127, best error:       238.35849 on epoch:    61, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 878.6284790039s, input_fired_time: 8.5255403519, output_fired_time: 5.1480422020, propagate_forward_time: 265.8639526367, propagate_backward_time: 590.3292236328, weight_update_time: 0.6933829784, other_time: 8.7617187500
epoch time: 54.1577987671s, input_fired_time: 1.9546117783, output_fired_time: 0.0000000000, propagate_forward_time: 51.0417938232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1613922119
validation[          , genome 18110] predictions:    9917/  10000 (99.17%), best:    9921/10000 (99.21%), error:       268.93433, best error:       238.35849 on epoch:    61, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 870.5394897461s, input_fired_time: 8.5057754517, output_fired_time: 6.1420822144, propagate_forward_time: 261.5602416992, propagate_backward_time: 586.6099243164, weight_update_time: 0.6885437369, other_time: 7.7214355469
epoch time: 55.8353843689s, input_fired_time: 0.9495310187, output_fired_time: 0.0000000000, propagate_forward_time: 53.7115173340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1743354797
validation[          , genome 18110] predictions:    9921/  10000 (99.21%), best:    9921/10000 (99.21%), error:       246.64047, best error:       238.35849 on epoch:    61, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 879.1364746094s, input_fired_time: 8.5615415573, output_fired_time: 5.2081360817, propagate_forward_time: 271.6147155762, propagate_backward_time: 584.9642944336, weight_update_time: 0.7045964003, other_time: 8.7877807617
epoch time: 55.1273918152s, input_fired_time: 1.9597095251, output_fired_time: 0.0000000000, propagate_forward_time: 51.0122718811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1554107666
validation[          , genome 18110] predictions:    9924/  10000 (99.24%), best:    9921/10000 (99.21%), error:       250.85681, best error:       238.35849 on epoch:    61, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 875.5496826172s, input_fired_time: 9.5255155563, output_fired_time: 5.1425123215, propagate_forward_time: 276.9860534668, propagate_backward_time: 576.1763916016, weight_update_time: 0.6897966862, other_time: 7.7192382812
epoch time: 54.3420715332s, input_fired_time: 0.9449971914, output_fired_time: 0.0000000000, propagate_forward_time: 52.2588462830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1382293701
validation[          , genome 18110] predictions:    9926/  10000 (99.26%), best:    9921/10000 (99.21%), error:       242.84258, best error:       238.35849 on epoch:    61, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 874.1323242188s, input_fired_time: 8.5140428543, output_fired_time: 5.1542963982, propagate_forward_time: 274.8111267090, propagate_backward_time: 578.8835449219, weight_update_time: 0.6952989101, other_time: 6.7692871094
epoch time: 55.3907279968s, input_fired_time: 0.9533802271, output_fired_time: 0.0000000000, propagate_forward_time: 53.2761268616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1612205505
validation[          , genome 18110] predictions:    9894/  10000 (98.94%), best:    9921/10000 (99.21%), error:       340.62909, best error:       238.35849 on epoch:    61, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 862.2739257812s, input_fired_time: 7.5122919083, output_fired_time: 6.1642956734, propagate_forward_time: 269.3589172363, propagate_backward_time: 572.5131225586, weight_update_time: 0.6835030317, other_time: 6.7252807617
epoch time: 55.3800086975s, input_fired_time: 0.9631408453, output_fired_time: 0.0000000000, propagate_forward_time: 53.2459106445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1709556580
validation[          , genome 18110] predictions:    9921/  10000 (99.21%), best:    9921/10000 (99.21%), error:       242.49547, best error:       238.35849 on epoch:    61, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 868.6668090820s, input_fired_time: 8.5381126404, output_fired_time: 5.1479873657, propagate_forward_time: 266.6989440918, propagate_backward_time: 581.5442504883, weight_update_time: 0.6952731609, other_time: 6.7374877930
epoch time: 55.1395645142s, input_fired_time: 0.9445317984, output_fired_time: 0.0000000000, propagate_forward_time: 53.0435600281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1514739990
validation[          , genome 18110] predictions:    9923/  10000 (99.23%), best:    9921/10000 (99.21%), error:       242.11073, best error:       238.35849 on epoch:    61, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 865.4616699219s, input_fired_time: 11.5471811295, output_fired_time: 6.1386704445, propagate_forward_time: 259.8834838867, propagate_backward_time: 580.1788940430, weight_update_time: 0.6877319217, other_time: 7.7134399414
epoch time: 58.7012786865s, input_fired_time: 0.9597608447, output_fired_time: 0.0000000000, propagate_forward_time: 56.5615081787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1800079346
validation[          , genome 18110] predictions:    9920/  10000 (99.20%), best:    9921/10000 (99.21%), error:       245.40112, best error:       238.35849 on epoch:    61, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 866.0026855469s, input_fired_time: 9.5108699799, output_fired_time: 7.1532378197, propagate_forward_time: 262.0589294434, propagate_backward_time: 577.5624389648, weight_update_time: 0.6918094158, other_time: 9.7172241211
epoch time: 55.3268241882s, input_fired_time: 0.9651802182, output_fired_time: 0.0000000000, propagate_forward_time: 53.1746864319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1869583130
validation[          , genome 18110] predictions:    9927/  10000 (99.27%), best:    9927/10000 (99.27%), error:       235.89790, best error:       235.89790 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 866.2510375977s, input_fired_time: 8.5003938675, output_fired_time: 7.1226716042, propagate_forward_time: 266.1170349121, propagate_backward_time: 577.8012084961, weight_update_time: 0.6854857206, other_time: 6.7097778320
epoch time: 55.4724044800s, input_fired_time: 0.9582338929, output_fired_time: 0.0000000000, propagate_forward_time: 51.3352508545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1789207458
validation[          , genome 18110] predictions:    9925/  10000 (99.25%), best:    9927/10000 (99.27%), error:       236.33844, best error:       235.89790 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 869.9353637695s, input_fired_time: 8.5266132355, output_fired_time: 5.1506099701, propagate_forward_time: 269.5449829102, propagate_backward_time: 577.9810791016, weight_update_time: 0.6920712590, other_time: 8.7320556641
epoch time: 57.5333671570s, input_fired_time: 0.9550902843, output_fired_time: 0.0000000000, propagate_forward_time: 55.4147491455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1635284424
validation[          , genome 18110] predictions:    9923/  10000 (99.23%), best:    9927/10000 (99.27%), error:       244.99594, best error:       235.89790 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 889.4711303711s, input_fired_time: 9.5349884033, output_fired_time: 5.1478710175, propagate_forward_time: 277.8485412598, propagate_backward_time: 590.2243041992, weight_update_time: 0.6893110871, other_time: 6.7153930664
epoch time: 54.1077461243s, input_fired_time: 0.9550418258, output_fired_time: 0.0000000000, propagate_forward_time: 51.9982719421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1544342041
validation[          , genome 18110] predictions:    9925/  10000 (99.25%), best:    9927/10000 (99.27%), error:       235.93486, best error:       235.89790 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 873.4907226562s, input_fired_time: 8.5399904251, output_fired_time: 7.1918315887, propagate_forward_time: 261.6600036621, propagate_backward_time: 588.3551025391, weight_update_time: 0.6920719147, other_time: 7.7437744141
epoch time: 55.3180656433s, input_fired_time: 0.9544036984, output_fired_time: 0.0000000000, propagate_forward_time: 52.1999092102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1637535095
validation[          , genome 18110] predictions:    9921/  10000 (99.21%), best:    9927/10000 (99.27%), error:       249.84998, best error:       235.89790 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 880.6368408203s, input_fired_time: 7.4999494553, output_fired_time: 5.1373114586, propagate_forward_time: 275.2145690918, propagate_backward_time: 585.0360107422, weight_update_time: 1.7049236298, other_time: 7.7490234375
epoch time: 56.6925163269s, input_fired_time: 0.9565117955, output_fired_time: 0.0000000000, propagate_forward_time: 54.5764312744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1595726013
validation[          , genome 18110] predictions:    9924/  10000 (99.24%), best:    9927/10000 (99.27%), error:       245.69591, best error:       235.89790 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 867.4701538086s, input_fired_time: 7.5264725685, output_fired_time: 5.1447391510, propagate_forward_time: 281.0956420898, propagate_backward_time: 565.9552001953, weight_update_time: 0.6876784563, other_time: 7.7481079102
epoch time: 56.5964889526s, input_fired_time: 1.9653285742, output_fired_time: 0.0000000000, propagate_forward_time: 53.4464874268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1846733093
validation[          , genome 18110] predictions:    9928/  10000 (99.28%), best:    9927/10000 (99.27%), error:       243.73749, best error:       235.89790 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 878.6546630859s, input_fired_time: 7.5081939697, output_fired_time: 5.1245660782, propagate_forward_time: 270.7536621094, propagate_backward_time: 588.5609741211, weight_update_time: 0.6907590628, other_time: 6.7072753906
epoch time: 54.9814605713s, input_fired_time: 0.9510008097, output_fired_time: 0.0000000000, propagate_forward_time: 52.8732299805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1572303772
validation[          , genome 18110] predictions:    9918/  10000 (99.18%), best:    9927/10000 (99.27%), error:       243.68964, best error:       235.89790 on epoch:    93, 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: 280.7247314453s, input_fired_time: 4.7840576172, output_fired_time: 0.0000000000, propagate_forward_time: 264.0377807617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.9028930664
best training[          , genome 18110] predictions:   50000/  50000 (100.00%), best:    9927/10000 (99.27%), error:        52.17325, best error:       235.89790 on epoch:    93, 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: 55.8118438721s, input_fired_time: 1.9502004385, output_fired_time: 0.0000000000, propagate_forward_time: 52.7140350342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1476097107
   testing[          , genome 18110] predictions:    9941/  10000 (99.41%), best:    9927/10000 (99.27%), error:       192.14861, best error:       235.89790 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:36:35 (49497): called boinc_finish(0)

</stderr_txt>
]]>