Nameexact_genome_1512568488_43_3037_0
Workunit2586463
Created7 Dec 2017, 2:43:26 UTC
Sent7 Dec 2017, 2:48:23 UTC
Report deadline10 Dec 2017, 16:53:15 UTC
Received7 Dec 2017, 4:48:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 59 min 39 sec
CPU time1 hours 55 min 43 sec
Validate stateValid
Credit896.68
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.20 MB
Peak swap size156.06 MB
Peak disk usage1.49 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0575652868, output_fired_time: 0.0000000000, propagate_forward_time: 4.7351889610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4242782593
validation[          , genome  3037] predictions:    9401/  10000 (94.01%), best:    9452/10000 (94.52%), error:      2068.76685, best error:      1858.01086 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 61.9461479187s, input_fired_time: 0.4622294307, output_fired_time: 0.4779708683, propagate_forward_time: 24.0118694305, propagate_backward_time: 34.6124649048, weight_update_time: 0.1360551119, other_time: 2.3816146851
epoch time: 5.3397059441s, input_fired_time: 0.0582378991, output_fired_time: 0.0000000000, propagate_forward_time: 4.8528366089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286313057
validation[          , genome  3037] predictions:    9446/  10000 (94.46%), best:    9452/10000 (94.52%), error:      1889.09888, best error:      1858.01086 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 62.4904365540s, input_fired_time: 0.4742543399, output_fired_time: 0.4810450077, propagate_forward_time: 24.1860160828, propagate_backward_time: 34.8911209106, weight_update_time: 0.1402982771, other_time: 2.4580001831
epoch time: 5.6102533340s, input_fired_time: 0.0604240336, output_fired_time: 0.0000000000, propagate_forward_time: 5.1103768349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394526482
validation[          , genome  3037] predictions:    9386/  10000 (93.86%), best:    9452/10000 (94.52%), error:      2114.32056, best error:      1858.01086 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 63.6306991577s, input_fired_time: 0.4736206830, output_fired_time: 0.4900382161, propagate_forward_time: 24.8292255402, propagate_backward_time: 35.3930664063, weight_update_time: 0.1401863545, other_time: 2.4447479248
epoch time: 5.4655590057s, input_fired_time: 0.0587360300, output_fired_time: 0.0000000000, propagate_forward_time: 4.9661049843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407181740
validation[          , genome  3037] predictions:    9425/  10000 (94.25%), best:    9452/10000 (94.52%), error:      1932.92944, best error:      1858.01086 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 62.8206939697s, input_fired_time: 0.4723894000, output_fired_time: 0.4887212813, propagate_forward_time: 24.2359313965, propagate_backward_time: 35.1402015686, weight_update_time: 0.1390124559, other_time: 2.4834518433
epoch time: 5.5161890984s, input_fired_time: 0.0599982813, output_fired_time: 0.0000000000, propagate_forward_time: 5.0215334892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346570969
validation[          , genome  3037] predictions:    9445/  10000 (94.45%), best:    9452/10000 (94.52%), error:      1872.22815, best error:      1858.01086 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 63.0947952271s, input_fired_time: 0.4741715789, output_fired_time: 0.4871067107, propagate_forward_time: 24.4868907928, propagate_backward_time: 35.1982803345, weight_update_time: 0.1378511637, other_time: 2.4483489990
epoch time: 5.8634266853s, input_fired_time: 0.0621633753, output_fired_time: 0.0000000000, propagate_forward_time: 5.3415551186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597082138
validation[          , genome  3037] predictions:    9441/  10000 (94.41%), best:    9452/10000 (94.52%), error:      1869.47668, best error:      1858.01086 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 63.5414276123s, input_fired_time: 0.4748367667, output_fired_time: 0.4899750948, propagate_forward_time: 24.8568572998, propagate_backward_time: 35.2769241333, weight_update_time: 0.1384787112, other_time: 2.4428329468
epoch time: 5.5337204933s, input_fired_time: 0.0602026768, output_fired_time: 0.0000000000, propagate_forward_time: 5.0421590805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313588142
validation[          , genome  3037] predictions:    9448/  10000 (94.48%), best:    9452/10000 (94.52%), error:      1868.63159, best error:      1858.01086 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 62.9615592957s, input_fired_time: 0.4727762640, output_fired_time: 0.4855076075, propagate_forward_time: 24.4934215546, propagate_backward_time: 35.1164093018, weight_update_time: 0.1377761215, other_time: 2.3934478760
epoch time: 5.3651595116s, input_fired_time: 0.0594479255, output_fired_time: 0.0000000000, propagate_forward_time: 4.8640947342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416170120
validation[          , genome  3037] predictions:    9411/  10000 (94.11%), best:    9452/10000 (94.52%), error:      1948.00378, best error:      1858.01086 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 63.2192001343s, input_fired_time: 0.4731782079, output_fired_time: 0.4829869866, propagate_forward_time: 24.7066574097, propagate_backward_time: 35.1326484680, weight_update_time: 0.1372181922, other_time: 2.4237289429
epoch time: 5.6379365921s, input_fired_time: 0.0601906218, output_fired_time: 0.0000000000, propagate_forward_time: 5.1344342232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433116913
validation[          , genome  3037] predictions:    9457/  10000 (94.57%), best:    9457/10000 (94.57%), error:      1835.68164, best error:      1835.68164 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 62.2472381592s, input_fired_time: 0.4684377611, output_fired_time: 0.4850801826, propagate_forward_time: 24.1454925537, propagate_backward_time: 34.7253532410, weight_update_time: 0.1363397986, other_time: 2.4228744507
epoch time: 5.3779134750s, input_fired_time: 0.0598911643, output_fired_time: 0.0000000000, propagate_forward_time: 4.8758826256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421396255
validation[          , genome  3037] predictions:    9399/  10000 (93.99%), best:    9457/10000 (94.57%), error:      2030.64514, best error:      1835.68164 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 63.2517242432s, input_fired_time: 0.4752930105, output_fired_time: 0.4858126342, propagate_forward_time: 24.6645736694, propagate_backward_time: 35.1682281494, weight_update_time: 0.1402796060, other_time: 2.4578170776
epoch time: 5.5131459236s, input_fired_time: 0.0587119348, output_fired_time: 0.0000000000, propagate_forward_time: 5.0205078125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339261055
validation[          , genome  3037] predictions:    9440/  10000 (94.40%), best:    9457/10000 (94.57%), error:      1908.99695, best error:      1835.68164 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 64.0221176147s, input_fired_time: 0.4754025638, output_fired_time: 0.4925130606, propagate_forward_time: 24.9683265686, propagate_backward_time: 35.6517486572, weight_update_time: 0.1378253102, other_time: 2.4341278076
epoch time: 5.1069703102s, input_fired_time: 0.0586017035, output_fired_time: 0.0000000000, propagate_forward_time: 4.6074924469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408760071
validation[          , genome  3037] predictions:    9433/  10000 (94.33%), best:    9457/10000 (94.57%), error:      1862.30811, best error:      1835.68164 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 62.7952156067s, input_fired_time: 0.4703295231, output_fired_time: 0.4879940152, propagate_forward_time: 24.4058628082, propagate_backward_time: 34.9962730408, weight_update_time: 0.1374230534, other_time: 2.4347572327
epoch time: 5.4979033470s, input_fired_time: 0.0593546256, output_fired_time: 0.0000000000, propagate_forward_time: 5.0028028488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357457161
validation[          , genome  3037] predictions:    9417/  10000 (94.17%), best:    9457/10000 (94.57%), error:      2007.43835, best error:      1835.68164 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 64.2318038940s, input_fired_time: 0.4763127863, output_fired_time: 0.4917045832, propagate_forward_time: 25.0273075104, propagate_backward_time: 35.8244895935, weight_update_time: 0.1384055018, other_time: 2.4119911194
epoch time: 5.2937607765s, input_fired_time: 0.0587347075, output_fired_time: 0.0000000000, propagate_forward_time: 4.8025155067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4325103760
validation[          , genome  3037] predictions:    9355/  10000 (93.55%), best:    9457/10000 (94.57%), error:      2179.66113, best error:      1835.68164 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 63.0482406616s, input_fired_time: 0.4715130925, output_fired_time: 0.4905832708, propagate_forward_time: 24.4521179199, propagate_backward_time: 35.2059020996, weight_update_time: 0.1393257231, other_time: 2.4281272888
epoch time: 5.6182436943s, input_fired_time: 0.0603918917, output_fired_time: 0.0000000000, propagate_forward_time: 5.1230177879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348340034
validation[          , genome  3037] predictions:    9418/  10000 (94.18%), best:    9457/10000 (94.57%), error:      1836.19775, best error:      1835.68164 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 63.9087448120s, input_fired_time: 0.4794824719, output_fired_time: 0.4856585264, propagate_forward_time: 24.9460029602, propagate_backward_time: 35.5932998657, weight_update_time: 0.1381546408, other_time: 2.4043045044
epoch time: 5.5168156624s, input_fired_time: 0.0603696182, output_fired_time: 0.0000000000, propagate_forward_time: 5.0165715218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398746490
validation[          , genome  3037] predictions:    9395/  10000 (93.95%), best:    9457/10000 (94.57%), error:      2006.87488, best error:      1835.68164 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 63.5269279480s, input_fired_time: 0.4760316908, output_fired_time: 0.4877055585, propagate_forward_time: 24.6981964111, propagate_backward_time: 35.4840011597, weight_update_time: 0.1357221007, other_time: 2.3809928894
epoch time: 5.5219726563s, input_fired_time: 0.0596349351, output_fired_time: 0.0000000000, propagate_forward_time: 5.0203652382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4419722557
validation[          , genome  3037] predictions:    9459/  10000 (94.59%), best:    9459/10000 (94.59%), error:      1774.31238, best error:      1774.31238 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 63.7911376953s, input_fired_time: 0.4751849174, output_fired_time: 0.4847475886, propagate_forward_time: 24.9332618713, propagate_backward_time: 35.4784812927, weight_update_time: 0.1386741847, other_time: 2.4194602966
epoch time: 5.2956886292s, input_fired_time: 0.0585932173, output_fired_time: 0.0000000000, propagate_forward_time: 4.8074092865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4296860695
validation[          , genome  3037] predictions:    9451/  10000 (94.51%), best:    9459/10000 (94.59%), error:      1804.90686, best error:      1774.31238 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 63.1307296753s, input_fired_time: 0.4784063697, output_fired_time: 0.4874478877, propagate_forward_time: 24.5920429230, propagate_backward_time: 35.1169853210, weight_update_time: 0.1390280724, other_time: 2.4558448792
epoch time: 5.5231971741s, input_fired_time: 0.0603673607, output_fired_time: 0.0000000000, propagate_forward_time: 5.0186953545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4441342354
validation[          , genome  3037] predictions:    9451/  10000 (94.51%), best:    9459/10000 (94.59%), error:      1833.55017, best error:      1774.31238 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 63.6995697021s, input_fired_time: 0.4757333398, output_fired_time: 0.4876450002, propagate_forward_time: 24.8610725403, propagate_backward_time: 35.4271316528, weight_update_time: 0.1399865150, other_time: 2.4479866028
epoch time: 5.4593362808s, input_fired_time: 0.0593693741, output_fired_time: 0.0000000000, propagate_forward_time: 4.9760441780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239225388
validation[          , genome  3037] predictions:    9342/  10000 (93.42%), best:    9459/10000 (94.59%), error:      2252.50903, best error:      1774.31238 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 62.9884719849s, input_fired_time: 0.4748311937, output_fired_time: 0.4865664840, propagate_forward_time: 24.5437602997, propagate_backward_time: 35.0531349182, weight_update_time: 0.1384402364, other_time: 2.4301795959
epoch time: 5.2788276672s, input_fired_time: 0.0602410771, output_fired_time: 0.0000000000, propagate_forward_time: 4.7699761391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486103058
validation[          , genome  3037] predictions:    9471/  10000 (94.71%), best:    9459/10000 (94.59%), error:      1839.48547, best error:      1774.31238 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 63.1850051880s, input_fired_time: 0.4774453640, output_fired_time: 0.4898701906, propagate_forward_time: 24.6321182251, propagate_backward_time: 35.1586570740, weight_update_time: 0.1383348703, other_time: 2.4269142151
epoch time: 5.2870421410s, input_fired_time: 0.0584343225, output_fired_time: 0.0000000000, propagate_forward_time: 4.8042883873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243192673
validation[          , genome  3037] predictions:    9427/  10000 (94.27%), best:    9459/10000 (94.59%), error:      1914.86108, best error:      1774.31238 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 62.4039726257s, input_fired_time: 0.4705437422, output_fired_time: 0.4808287919, propagate_forward_time: 24.2620449066, propagate_backward_time: 34.7826499939, weight_update_time: 0.1369740367, other_time: 2.4079093933
epoch time: 5.7620148659s, input_fired_time: 0.0626811534, output_fired_time: 0.0000000000, propagate_forward_time: 5.2540359497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452977180
validation[          , genome  3037] predictions:    9483/  10000 (94.83%), best:    9483/10000 (94.83%), error:      1762.01379, best error:      1762.01379 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 61.6646385193s, input_fired_time: 0.4719328880, output_fired_time: 0.4797646999, propagate_forward_time: 23.7136783600, propagate_backward_time: 34.5860595703, weight_update_time: 0.1384700090, other_time: 2.4132080078
epoch time: 5.1980104446s, input_fired_time: 0.0590408929, output_fired_time: 0.0000000000, propagate_forward_time: 4.6788425446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4601268768
validation[          , genome  3037] predictions:    9457/  10000 (94.57%), best:    9483/10000 (94.83%), error:      1834.80225, best error:      1762.01379 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 63.6006355286s, input_fired_time: 0.4764246345, output_fired_time: 0.4883582890, propagate_forward_time: 24.8469657898, propagate_backward_time: 35.3675231934, weight_update_time: 0.1388629973, other_time: 2.4213638306
epoch time: 5.4335069656s, input_fired_time: 0.0594318397, output_fired_time: 0.0000000000, propagate_forward_time: 4.9426288605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314460754
validation[          , genome  3037] predictions:    9464/  10000 (94.64%), best:    9483/10000 (94.83%), error:      1776.86975, best error:      1762.01379 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 62.4033470154s, input_fired_time: 0.4730634987, output_fired_time: 0.4803830683, propagate_forward_time: 24.1742057800, propagate_backward_time: 34.8474693298, weight_update_time: 0.1360220313, other_time: 2.4282226563
epoch time: 5.6951546669s, input_fired_time: 0.0616313927, output_fired_time: 0.0000000000, propagate_forward_time: 5.1855673790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479560852
validation[          , genome  3037] predictions:    9452/  10000 (94.52%), best:    9452/10000 (94.52%), error:      1760.01306, best error:      1760.01306 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 63.4027824402s, input_fired_time: 0.4758556783, output_fired_time: 0.4876971841, propagate_forward_time: 24.7465076447, propagate_backward_time: 35.2854690552, weight_update_time: 0.1360496879, other_time: 2.4072494507
epoch time: 5.5311923027s, input_fired_time: 0.0614649244, output_fired_time: 0.0000000000, propagate_forward_time: 5.0240159035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457116127
validation[          , genome  3037] predictions:    9479/  10000 (94.79%), best:    9479/10000 (94.79%), error:      1741.21338, best error:      1741.21338 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 61.5235404968s, input_fired_time: 0.4652837515, output_fired_time: 0.4689490199, propagate_forward_time: 23.9637165070, propagate_backward_time: 34.2651405334, weight_update_time: 0.1329878420, other_time: 2.3604545593
epoch time: 5.5022478104s, input_fired_time: 0.0614019893, output_fired_time: 0.0000000000, propagate_forward_time: 4.9974474907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433984756
validation[          , genome  3037] predictions:    9459/  10000 (94.59%), best:    9479/10000 (94.79%), error:      1833.79993, best error:      1741.21338 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 63.7428817749s, input_fired_time: 0.4755217433, output_fired_time: 0.4894660115, propagate_forward_time: 24.7648677826, propagate_backward_time: 35.5994949341, weight_update_time: 0.1382211000, other_time: 2.4135284424
epoch time: 5.4222912788s, input_fired_time: 0.0595720001, output_fired_time: 0.0000000000, propagate_forward_time: 4.9253358841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373831749
validation[          , genome  3037] predictions:    9459/  10000 (94.59%), best:    9479/10000 (94.79%), error:      1840.48523, best error:      1741.21338 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 63.7681045532s, input_fired_time: 0.4783732593, output_fired_time: 0.4872863591, propagate_forward_time: 24.9068698883, propagate_backward_time: 35.4876937866, weight_update_time: 0.1380345225, other_time: 2.4078826904
epoch time: 5.3899354935s, input_fired_time: 0.0591346063, output_fired_time: 0.0000000000, propagate_forward_time: 4.9021248817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286761284
validation[          , genome  3037] predictions:    9489/  10000 (94.89%), best:    9479/10000 (94.79%), error:      1749.25635, best error:      1741.21338 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 64.0053405762s, input_fired_time: 0.4855199754, output_fired_time: 0.4880300164, propagate_forward_time: 24.9729690552, propagate_backward_time: 35.5942611694, weight_update_time: 0.1401037872, other_time: 2.4645614624
epoch time: 5.3349108696s, input_fired_time: 0.0595193133, output_fired_time: 0.0000000000, propagate_forward_time: 4.8484573364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4269342422
validation[          , genome  3037] predictions:    9436/  10000 (94.36%), best:    9479/10000 (94.79%), error:      1838.55371, best error:      1741.21338 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 63.1652069092s, input_fired_time: 0.4773931205, output_fired_time: 0.4825963378, propagate_forward_time: 24.7431163788, propagate_backward_time: 35.0765190125, weight_update_time: 0.1379640102, other_time: 2.3855781555
epoch time: 5.4953474998s, input_fired_time: 0.0618608110, output_fired_time: 0.0000000000, propagate_forward_time: 5.0073771477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261093140
validation[          , genome  3037] predictions:    9486/  10000 (94.86%), best:    9486/10000 (94.86%), error:      1682.75122, best error:      1682.75122 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 62.1737556458s, input_fired_time: 0.4713762701, output_fired_time: 0.4763244689, propagate_forward_time: 24.2285385132, propagate_backward_time: 34.6016731262, weight_update_time: 0.1366271973, other_time: 2.3958435059
epoch time: 5.1442551613s, input_fired_time: 0.0599549785, output_fired_time: 0.0000000000, propagate_forward_time: 4.6283421516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4559578896
validation[          , genome  3037] predictions:    9479/  10000 (94.79%), best:    9486/10000 (94.86%), error:      1723.90515, best error:      1682.75122 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 63.4013977051s, input_fired_time: 0.4778586924, output_fired_time: 0.4882475138, propagate_forward_time: 24.7406673431, propagate_backward_time: 35.2606506348, weight_update_time: 0.1376436353, other_time: 2.4339752197
epoch time: 5.4699163437s, input_fired_time: 0.0599536598, output_fired_time: 0.0000000000, propagate_forward_time: 4.9831304550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4268321991
validation[          , genome  3037] predictions:    9449/  10000 (94.49%), best:    9486/10000 (94.86%), error:      1811.82080, best error:      1682.75122 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 63.4681663513s, input_fired_time: 0.4809378386, output_fired_time: 0.4880110025, propagate_forward_time: 24.6476402283, propagate_backward_time: 35.3972740173, weight_update_time: 0.1382576525, other_time: 2.4543037415
epoch time: 5.4665002823s, input_fired_time: 0.0604896434, output_fired_time: 0.0000000000, propagate_forward_time: 4.9669713974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4390392303
validation[          , genome  3037] predictions:    9476/  10000 (94.76%), best:    9486/10000 (94.86%), error:      1745.82104, best error:      1682.75122 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 63.3774642944s, input_fired_time: 0.4804898500, output_fired_time: 0.4864787459, propagate_forward_time: 24.6725406647, propagate_backward_time: 35.3422126770, weight_update_time: 0.1367044896, other_time: 2.3957405090
epoch time: 5.7950930595s, input_fired_time: 0.0623370335, output_fired_time: 0.0000000000, propagate_forward_time: 5.2803339958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524221420
validation[          , genome  3037] predictions:    9489/  10000 (94.89%), best:    9486/10000 (94.86%), error:      1730.01868, best error:      1682.75122 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 64.0124130249s, input_fired_time: 0.4828854203, output_fired_time: 0.4954944551, propagate_forward_time: 25.0188083649, propagate_backward_time: 35.5895042419, weight_update_time: 0.1387045830, other_time: 2.4257164001
epoch time: 5.8516860008s, input_fired_time: 0.0648471639, output_fired_time: 0.0000000000, propagate_forward_time: 5.3309698105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4558691978
validation[          , genome  3037] predictions:    9378/  10000 (93.78%), best:    9486/10000 (94.86%), error:      2069.62598, best error:      1682.75122 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 62.8191680908s, input_fired_time: 0.4744786322, output_fired_time: 0.4828000367, propagate_forward_time: 24.4583187103, propagate_backward_time: 35.0273704529, weight_update_time: 0.1348562837, other_time: 2.3762016296
epoch time: 5.8652620316s, input_fired_time: 0.0637800470, output_fired_time: 0.0000000000, propagate_forward_time: 5.3487215042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4527606964
validation[          , genome  3037] predictions:    9464/  10000 (94.64%), best:    9486/10000 (94.86%), error:      1780.25513, best error:      1682.75122 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 62.9018058777s, input_fired_time: 0.4765928686, output_fired_time: 0.4920003414, propagate_forward_time: 24.4692573547, propagate_backward_time: 35.0600242615, weight_update_time: 0.1379577518, other_time: 2.4039306641
epoch time: 5.4486479759s, input_fired_time: 0.0601335317, output_fired_time: 0.0000000000, propagate_forward_time: 4.9492826462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392318726
validation[          , genome  3037] predictions:    9499/  10000 (94.99%), best:    9486/10000 (94.86%), error:      1692.85083, best error:      1682.75122 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 63.6528549194s, input_fired_time: 0.4802443683, output_fired_time: 0.4918736815, propagate_forward_time: 24.8459548950, propagate_backward_time: 35.4193534851, weight_update_time: 0.1392214149, other_time: 2.4154281616
epoch time: 5.5000061989s, input_fired_time: 0.0609534122, output_fired_time: 0.0000000000, propagate_forward_time: 5.0043802261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346723557
validation[          , genome  3037] predictions:    9460/  10000 (94.60%), best:    9486/10000 (94.86%), error:      1857.52051, best error:      1682.75122 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 63.3907852173s, input_fired_time: 0.4826147258, output_fired_time: 0.4873121381, propagate_forward_time: 24.6738948822, propagate_backward_time: 35.3313140869, weight_update_time: 0.1402425170, other_time: 2.4156494141
epoch time: 5.1170954704s, input_fired_time: 0.0588788353, output_fired_time: 0.0000000000, propagate_forward_time: 4.5907640457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674525261
validation[          , genome  3037] predictions:    9490/  10000 (94.90%), best:    9486/10000 (94.86%), error:      1702.93005, best error:      1682.75122 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 64.1957168579s, input_fired_time: 0.4803756475, output_fired_time: 0.4930672050, propagate_forward_time: 25.0222473145, propagate_backward_time: 35.7915802002, weight_update_time: 0.1395721585, other_time: 2.4084434509
epoch time: 5.5582728386s, input_fired_time: 0.0598790906, output_fired_time: 0.0000000000, propagate_forward_time: 5.0589165688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394769669
validation[          , genome  3037] predictions:    9482/  10000 (94.82%), best:    9486/10000 (94.86%), error:      1767.01709, best error:      1682.75122 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 63.1060829163s, input_fired_time: 0.4795473218, output_fired_time: 0.4926734567, propagate_forward_time: 24.4495029449, propagate_backward_time: 35.2401618958, weight_update_time: 0.1388897002, other_time: 2.4442024231
epoch time: 5.5817675591s, input_fired_time: 0.0606293790, output_fired_time: 0.0000000000, propagate_forward_time: 5.0801153183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410228729
validation[          , genome  3037] predictions:    9473/  10000 (94.73%), best:    9486/10000 (94.86%), error:      1765.88269, best error:      1682.75122 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 63.9006462097s, input_fired_time: 0.4872531593, output_fired_time: 0.4935152531, propagate_forward_time: 24.8314285278, propagate_backward_time: 35.6428337097, weight_update_time: 0.1403974593, other_time: 2.4456176758
epoch time: 5.3356809616s, input_fired_time: 0.0589292869, output_fired_time: 0.0000000000, propagate_forward_time: 4.8550171852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217343330
validation[          , genome  3037] predictions:    9465/  10000 (94.65%), best:    9486/10000 (94.86%), error:      1789.29089, best error:      1682.75122 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 63.4465026855s, input_fired_time: 0.4848432839, output_fired_time: 0.4864613414, propagate_forward_time: 24.7013320923, propagate_backward_time: 35.3632202148, weight_update_time: 0.1384166926, other_time: 2.4106445313
epoch time: 5.3865628242s, input_fired_time: 0.0611386187, output_fired_time: 0.0000000000, propagate_forward_time: 4.8844084740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410157204
validation[          , genome  3037] predictions:    9383/  10000 (93.83%), best:    9486/10000 (94.86%), error:      2110.23755, best error:      1682.75122 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 63.7710113525s, input_fired_time: 0.4805637300, output_fired_time: 0.4871978462, propagate_forward_time: 24.8885536194, propagate_backward_time: 35.4867019653, weight_update_time: 0.1379979402, other_time: 2.4279937744
epoch time: 5.5272126198s, input_fired_time: 0.0613599792, output_fired_time: 0.0000000000, propagate_forward_time: 5.0259628296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398899078
validation[          , genome  3037] predictions:    9487/  10000 (94.87%), best:    9486/10000 (94.86%), error:      1701.41919, best error:      1682.75122 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 63.5920219421s, input_fired_time: 0.4847140014, output_fired_time: 0.4896205068, propagate_forward_time: 24.7532749176, propagate_backward_time: 35.4117240906, weight_update_time: 0.1389909685, other_time: 2.4526863098
epoch time: 5.5900311470s, input_fired_time: 0.0604459047, output_fired_time: 0.0000000000, propagate_forward_time: 5.0873260498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422593117
validation[          , genome  3037] predictions:    9425/  10000 (94.25%), best:    9486/10000 (94.86%), error:      1861.01733, best error:      1682.75122 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 64.2724380493s, input_fired_time: 0.4841479361, output_fired_time: 0.4919899106, propagate_forward_time: 24.9408206940, propagate_backward_time: 35.9225997925, weight_update_time: 0.1402821988, other_time: 2.4328842163
epoch time: 5.3355445862s, input_fired_time: 0.0603571162, output_fired_time: 0.0000000000, propagate_forward_time: 4.8251562119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500312805
validation[          , genome  3037] predictions:    9480/  10000 (94.80%), best:    9486/10000 (94.86%), error:      1726.49084, best error:      1682.75122 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 63.5206222534s, input_fired_time: 0.4840047359, output_fired_time: 0.4918117523, propagate_forward_time: 24.6369132996, propagate_backward_time: 35.4562530518, weight_update_time: 0.1414623708, other_time: 2.4516410828
epoch time: 5.5241751671s, input_fired_time: 0.0602432862, output_fired_time: 0.0000000000, propagate_forward_time: 5.0291953087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347367287
validation[          , genome  3037] predictions:    9455/  10000 (94.55%), best:    9486/10000 (94.86%), error:      1848.57971, best error:      1682.75122 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 63.3525009155s, input_fired_time: 0.4829912186, output_fired_time: 0.4852212071, propagate_forward_time: 24.7340469360, propagate_backward_time: 35.2295265198, weight_update_time: 0.1390473247, other_time: 2.4207153320
epoch time: 5.3589453697s, input_fired_time: 0.0599674582, output_fired_time: 0.0000000000, propagate_forward_time: 4.8669996262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4319782257
validation[          , genome  3037] predictions:    9454/  10000 (94.54%), best:    9486/10000 (94.86%), error:      1833.59570, best error:      1682.75122 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 61.7576484680s, input_fired_time: 0.4733062685, output_fired_time: 0.4758748412, propagate_forward_time: 24.0280799866, propagate_backward_time: 34.3973579407, weight_update_time: 0.1347379982, other_time: 2.3830299377
epoch time: 5.2130775452s, input_fired_time: 0.0593564063, output_fired_time: 0.0000000000, propagate_forward_time: 4.7242951393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294261932
validation[          , genome  3037] predictions:    9519/  10000 (95.19%), best:    9519/10000 (95.19%), error:      1651.17737, best error:      1651.17737 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 62.0822257996s, input_fired_time: 0.4738277495, output_fired_time: 0.4788878560, propagate_forward_time: 24.1172313690, propagate_backward_time: 34.5723075867, weight_update_time: 0.1405085474, other_time: 2.4399681091
epoch time: 5.5675773621s, input_fired_time: 0.0613649376, output_fired_time: 0.0000000000, propagate_forward_time: 5.0679211617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382910728
validation[          , genome  3037] predictions:    9444/  10000 (94.44%), best:    9519/10000 (95.19%), error:      1844.94397, best error:      1651.17737 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 63.7009963989s, input_fired_time: 0.4829398692, output_fired_time: 0.4887564480, propagate_forward_time: 24.8883552551, propagate_backward_time: 35.4163055420, weight_update_time: 0.1388797611, other_time: 2.4246368408
epoch time: 5.5189623833s, input_fired_time: 0.0600428954, output_fired_time: 0.0000000000, propagate_forward_time: 5.0254082680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335112572
validation[          , genome  3037] predictions:    9492/  10000 (94.92%), best:    9492/10000 (94.92%), error:      1650.69824, best error:      1650.69824 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 64.0161209106s, input_fired_time: 0.4827363193, output_fired_time: 0.4916612804, propagate_forward_time: 24.9523296356, propagate_backward_time: 35.6384582520, weight_update_time: 0.1408974081, other_time: 2.4509353638
epoch time: 5.4683442116s, input_fired_time: 0.0599986911, output_fired_time: 0.0000000000, propagate_forward_time: 4.9819631577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263825417
validation[          , genome  3037] predictions:    9473/  10000 (94.73%), best:    9492/10000 (94.92%), error:      1752.86157, best error:      1650.69824 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 63.0950660706s, input_fired_time: 0.4819332063, output_fired_time: 0.4839942157, propagate_forward_time: 24.6619853973, propagate_backward_time: 35.0401420593, weight_update_time: 0.1391771287, other_time: 2.4270133972
epoch time: 4.7909927368s, input_fired_time: 0.0595010445, output_fired_time: 0.0000000000, propagate_forward_time: 4.2307224274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007691383
validation[          , genome  3037] predictions:    9492/  10000 (94.92%), best:    9492/10000 (94.92%), error:      1677.43945, best error:      1650.69824 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 63.2059173584s, input_fired_time: 0.4830333591, output_fired_time: 0.4888466895, propagate_forward_time: 24.5402145386, propagate_backward_time: 35.2807312012, weight_update_time: 0.1391209364, other_time: 2.4130935669
epoch time: 5.5321979523s, input_fired_time: 0.0607302226, output_fired_time: 0.0000000000, propagate_forward_time: 5.0376911163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337763786
validation[          , genome  3037] predictions:    9512/  10000 (95.12%), best:    9492/10000 (94.92%), error:      1671.04028, best error:      1650.69824 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 63.0914955139s, input_fired_time: 0.4843241870, output_fired_time: 0.4860225022, propagate_forward_time: 24.5338459015, propagate_backward_time: 35.1356506348, weight_update_time: 0.1395449340, other_time: 2.4516525269
epoch time: 5.3334603310s, input_fired_time: 0.0595300645, output_fired_time: 0.0000000000, propagate_forward_time: 4.8367528915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371771812
validation[          , genome  3037] predictions:    9486/  10000 (94.86%), best:    9492/10000 (94.92%), error:      1732.65088, best error:      1650.69824 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 62.2174758911s, input_fired_time: 0.4767625034, output_fired_time: 0.4782951474, propagate_forward_time: 24.1464157104, propagate_backward_time: 34.7177505493, weight_update_time: 0.1364296675, other_time: 2.3982543945
epoch time: 5.4668040276s, input_fired_time: 0.0619018599, output_fired_time: 0.0000000000, propagate_forward_time: 4.9646301270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402718544
validation[          , genome  3037] predictions:    9425/  10000 (94.25%), best:    9492/10000 (94.92%), error:      1861.54907, best error:      1650.69824 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 63.2899932861s, input_fired_time: 0.4825202525, output_fired_time: 0.4889738262, propagate_forward_time: 24.6630840302, propagate_backward_time: 35.2521324158, weight_update_time: 0.1381050795, other_time: 2.4032783508
epoch time: 5.4828305244s, input_fired_time: 0.0617670901, output_fired_time: 0.0000000000, propagate_forward_time: 4.9893794060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316840172
validation[          , genome  3037] predictions:    9457/  10000 (94.57%), best:    9492/10000 (94.92%), error:      1790.73584, best error:      1650.69824 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 63.4749336243s, input_fired_time: 0.4824278057, output_fired_time: 0.4863948226, propagate_forward_time: 24.6691589355, propagate_backward_time: 35.4010620117, weight_update_time: 0.1381461173, other_time: 2.4358901978
epoch time: 5.5431404114s, input_fired_time: 0.0607427619, output_fired_time: 0.0000000000, propagate_forward_time: 5.0407447815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416527748
validation[          , genome  3037] predictions:    9448/  10000 (94.48%), best:    9492/10000 (94.92%), error:      1832.92981, best error:      1650.69824 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 62.9700927734s, input_fired_time: 0.4814798236, output_fired_time: 0.4845337272, propagate_forward_time: 24.5817279816, propagate_backward_time: 34.9964714050, weight_update_time: 0.1377894878, other_time: 2.4258766174
epoch time: 5.4345684052s, input_fired_time: 0.0613011010, output_fired_time: 0.0000000000, propagate_forward_time: 4.9340472221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392199516
validation[          , genome  3037] predictions:    9434/  10000 (94.34%), best:    9492/10000 (94.92%), error:      1851.07336, best error:      1650.69824 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 63.0046539307s, input_fired_time: 0.4808995426, output_fired_time: 0.4883966446, propagate_forward_time: 24.5324020386, propagate_backward_time: 35.0977363586, weight_update_time: 0.1372449696, other_time: 2.4052200317
epoch time: 5.5520191193s, input_fired_time: 0.0614465773, output_fired_time: 0.0000000000, propagate_forward_time: 5.0626811981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278912544
validation[          , genome  3037] predictions:    9511/  10000 (95.11%), best:    9511/10000 (95.11%), error:      1629.48730, best error:      1629.48730 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 63.3489341736s, input_fired_time: 0.4844796360, output_fired_time: 0.4859989882, propagate_forward_time: 24.7586669922, propagate_backward_time: 35.1920890808, weight_update_time: 0.1389067024, other_time: 2.4277000427
epoch time: 5.5667705536s, input_fired_time: 0.0618237481, output_fired_time: 0.0000000000, propagate_forward_time: 5.0663819313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385647774
validation[          , genome  3037] predictions:    9510/  10000 (95.10%), best:    9511/10000 (95.11%), error:      1677.37781, best error:      1629.48730 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 62.9312095642s, input_fired_time: 0.4937007427, output_fired_time: 0.4893590212, propagate_forward_time: 24.2632808685, propagate_backward_time: 35.1337966919, weight_update_time: 0.1410723180, other_time: 2.5510711670
epoch time: 5.4714646339s, input_fired_time: 0.0608993918, output_fired_time: 0.0000000000, propagate_forward_time: 4.9713034630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392619133
validation[          , genome  3037] predictions:    9488/  10000 (94.88%), best:    9511/10000 (95.11%), error:      1671.18469, best error:      1629.48730 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 62.9660873413s, input_fired_time: 0.4836262465, output_fired_time: 0.4841026664, propagate_forward_time: 24.5336780548, propagate_backward_time: 35.0397949219, weight_update_time: 0.1397199184, other_time: 2.4248809814
epoch time: 5.3255548477s, input_fired_time: 0.0607172921, output_fired_time: 0.0000000000, propagate_forward_time: 4.8280286789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368090630
validation[          , genome  3037] predictions:    9502/  10000 (95.02%), best:    9511/10000 (95.11%), error:      1660.08167, best error:      1629.48730 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 63.2891921997s, input_fired_time: 0.4809516966, output_fired_time: 0.4874450862, propagate_forward_time: 24.6679725647, propagate_backward_time: 35.2250480652, weight_update_time: 0.1385295987, other_time: 2.4277725220
epoch time: 5.6887607574s, input_fired_time: 0.0623093508, output_fired_time: 0.0000000000, propagate_forward_time: 5.1813292503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451222420
validation[          , genome  3037] predictions:    9501/  10000 (95.01%), best:    9511/10000 (95.11%), error:      1697.20898, best error:      1629.48730 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 63.0634193420s, input_fired_time: 0.4855615795, output_fired_time: 0.4868833721, propagate_forward_time: 24.6021976471, propagate_backward_time: 35.0375785828, weight_update_time: 0.1393405944, other_time: 2.4511985779
epoch time: 5.5061912537s, input_fired_time: 0.0612662658, output_fired_time: 0.0000000000, propagate_forward_time: 5.0163254738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285993576
validation[          , genome  3037] predictions:    9507/  10000 (95.07%), best:    9507/10000 (95.07%), error:      1620.18665, best error:      1620.18665 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 63.3920440674s, input_fired_time: 0.4914451540, output_fired_time: 0.4891310632, propagate_forward_time: 24.7181892395, propagate_backward_time: 35.2596664429, weight_update_time: 0.1376440972, other_time: 2.4336128235
epoch time: 5.6254634857s, input_fired_time: 0.0628404766, output_fired_time: 0.0000000000, propagate_forward_time: 5.1229867935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396362305
validation[          , genome  3037] predictions:    9476/  10000 (94.76%), best:    9507/10000 (95.07%), error:      1717.53809, best error:      1620.18665 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 62.9539756775s, input_fired_time: 0.4849350154, output_fired_time: 0.4862354994, propagate_forward_time: 24.5411300659, propagate_backward_time: 35.0260810852, weight_update_time: 0.1372624338, other_time: 2.4155921936
epoch time: 5.3967804909s, input_fired_time: 0.0609333441, output_fired_time: 0.0000000000, propagate_forward_time: 4.9024362564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334111214
validation[          , genome  3037] predictions:    9487/  10000 (94.87%), best:    9507/10000 (95.07%), error:      1734.70911, best error:      1620.18665 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 62.6130828857s, input_fired_time: 0.4806092381, output_fired_time: 0.4842730463, propagate_forward_time: 24.4134140015, propagate_backward_time: 34.8073921204, weight_update_time: 0.1375382841, other_time: 2.4273948669
epoch time: 5.5206112862s, input_fired_time: 0.0613608882, output_fired_time: 0.0000000000, propagate_forward_time: 5.0272126198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4320378304
validation[          , genome  3037] predictions:    9505/  10000 (95.05%), best:    9507/10000 (95.07%), error:      1655.27344, best error:      1620.18665 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 63.1825599670s, input_fired_time: 0.4840917885, output_fired_time: 0.4867414236, propagate_forward_time: 24.6268348694, propagate_backward_time: 35.1677627563, weight_update_time: 0.1371744424, other_time: 2.4171295166
epoch time: 5.7093348503s, input_fired_time: 0.0640049800, output_fired_time: 0.0000000000, propagate_forward_time: 5.1972026825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4481272697
validation[          , genome  3037] predictions:    9489/  10000 (94.89%), best:    9507/10000 (95.07%), error:      1658.58594, best error:      1620.18665 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 62.7289466858s, input_fired_time: 0.4829125404, output_fired_time: 0.4851904511, propagate_forward_time: 24.4168567657, propagate_backward_time: 34.9258308411, weight_update_time: 0.1388142258, other_time: 2.4181556702
epoch time: 5.5577783585s, input_fired_time: 0.0640384704, output_fired_time: 0.0000000000, propagate_forward_time: 5.0537328720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4400072098
validation[          , genome  3037] predictions:    9506/  10000 (95.06%), best:    9507/10000 (95.07%), error:      1634.63013, best error:      1620.18665 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 62.8937530518s, input_fired_time: 0.4824621081, output_fired_time: 0.4842071831, propagate_forward_time: 24.5576801300, propagate_backward_time: 34.9445762634, weight_update_time: 0.1389766186, other_time: 2.4248237610
epoch time: 5.4293370247s, input_fired_time: 0.0627485439, output_fired_time: 0.0000000000, propagate_forward_time: 4.9293823242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372062683
validation[          , genome  3037] predictions:    9506/  10000 (95.06%), best:    9507/10000 (95.07%), error:      1655.43311, best error:      1620.18665 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 62.1721954346s, input_fired_time: 0.4806162119, output_fired_time: 0.4800509214, propagate_forward_time: 24.2940673828, propagate_backward_time: 34.5240287781, weight_update_time: 0.1367339492, other_time: 2.3934326172
epoch time: 5.3742337227s, input_fired_time: 0.0607489869, output_fired_time: 0.0000000000, propagate_forward_time: 4.8736772537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398074150
validation[          , genome  3037] predictions:    9498/  10000 (94.98%), best:    9507/10000 (95.07%), error:      1697.57874, best error:      1620.18665 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 63.0416259766s, input_fired_time: 0.4811078012, output_fired_time: 0.4839580953, propagate_forward_time: 24.5717735291, propagate_backward_time: 35.1310462952, weight_update_time: 0.1364759803, other_time: 2.3737373352
epoch time: 5.4523544312s, input_fired_time: 0.0622580014, output_fired_time: 0.0000000000, propagate_forward_time: 4.9482560158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418406487
validation[          , genome  3037] predictions:    9491/  10000 (94.91%), best:    9507/10000 (95.07%), error:      1677.82166, best error:      1620.18665 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 62.7436180115s, input_fired_time: 0.4828888178, output_fired_time: 0.4855377674, propagate_forward_time: 24.3938198090, propagate_backward_time: 34.9452018738, weight_update_time: 0.1367870718, other_time: 2.4361686707
epoch time: 5.0697417259s, input_fired_time: 0.0599241927, output_fired_time: 0.0000000000, propagate_forward_time: 4.5754103661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4344072342
validation[          , genome  3037] predictions:    9511/  10000 (95.11%), best:    9507/10000 (95.07%), error:      1645.07556, best error:      1620.18665 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 63.5745010376s, input_fired_time: 0.4865553677, output_fired_time: 0.4907970726, propagate_forward_time: 24.7198848724, propagate_backward_time: 35.4448280334, weight_update_time: 0.1394114941, other_time: 2.4324302673
epoch time: 5.2622408867s, input_fired_time: 0.0599857904, output_fired_time: 0.0000000000, propagate_forward_time: 4.7814540863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208011627
validation[          , genome  3037] predictions:    9504/  10000 (95.04%), best:    9507/10000 (95.07%), error:      1655.85889, best error:      1620.18665 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 63.1752853394s, input_fired_time: 0.4860137999, output_fired_time: 0.4871122837, propagate_forward_time: 24.5077247620, propagate_backward_time: 35.2538719177, weight_update_time: 0.1375573725, other_time: 2.4405593872
epoch time: 4.9844841957s, input_fired_time: 0.0592774227, output_fired_time: 0.0000000000, propagate_forward_time: 4.4664463997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587602615
validation[          , genome  3037] predictions:    9481/  10000 (94.81%), best:    9507/10000 (95.07%), error:      1743.73584, best error:      1620.18665 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 61.8823509216s, input_fired_time: 0.4820614457, output_fired_time: 0.4741691351, propagate_forward_time: 24.0708827972, propagate_backward_time: 34.4518737793, weight_update_time: 0.1353263110, other_time: 2.4033584595
epoch time: 5.5064272881s, input_fired_time: 0.0629994124, output_fired_time: 0.0000000000, propagate_forward_time: 5.0011439323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422841072
validation[          , genome  3037] predictions:    9504/  10000 (95.04%), best:    9507/10000 (95.07%), error:      1652.46997, best error:      1620.18665 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 61.7186889648s, input_fired_time: 0.4779524505, output_fired_time: 0.4840930104, propagate_forward_time: 23.7031879425, propagate_backward_time: 34.5488052368, weight_update_time: 0.1400032938, other_time: 2.5046539307
epoch time: 5.0142269135s, input_fired_time: 0.0605106354, output_fired_time: 0.0000000000, propagate_forward_time: 4.4784073830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4753088951
validation[          , genome  3037] predictions:    9499/  10000 (94.99%), best:    9507/10000 (95.07%), error:      1709.06421, best error:      1620.18665 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 63.2906684875s, input_fired_time: 0.4868184328, output_fired_time: 0.4919669032, propagate_forward_time: 24.5983543396, propagate_backward_time: 35.2927093506, weight_update_time: 0.1380050480, other_time: 2.4208183289
epoch time: 5.4386906624s, input_fired_time: 0.0621518046, output_fired_time: 0.0000000000, propagate_forward_time: 4.9387741089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377646446
validation[          , genome  3037] predictions:    9507/  10000 (95.07%), best:    9507/10000 (95.07%), error:      1659.53174, best error:      1620.18665 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 63.0873832703s, input_fired_time: 0.4821470678, output_fired_time: 0.4877792001, propagate_forward_time: 24.4980983734, propagate_backward_time: 35.2036209106, weight_update_time: 0.1393079162, other_time: 2.4157409668
epoch time: 5.3653616905s, input_fired_time: 0.0609667972, output_fired_time: 0.0000000000, propagate_forward_time: 4.8603982925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4439964294
validation[          , genome  3037] predictions:    9486/  10000 (94.86%), best:    9507/10000 (95.07%), error:      1710.43042, best error:      1620.18665 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 62.8234634399s, input_fired_time: 0.4813092947, output_fired_time: 0.4842377007, propagate_forward_time: 24.5266075134, propagate_backward_time: 34.9564170837, weight_update_time: 0.1376118809, other_time: 2.3748931885
epoch time: 5.6710553169s, input_fired_time: 0.0651199073, output_fired_time: 0.0000000000, propagate_forward_time: 5.1636276245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4423079491
validation[          , genome  3037] predictions:    9507/  10000 (95.07%), best:    9507/10000 (95.07%), error:      1648.18494, best error:      1620.18665 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 62.0240402222s, input_fired_time: 0.4810280204, output_fired_time: 0.4851243496, propagate_forward_time: 24.0907382965, propagate_backward_time: 34.5668334961, weight_update_time: 0.1379229277, other_time: 2.4003143311
epoch time: 5.4977693558s, input_fired_time: 0.0615264960, output_fired_time: 0.0000000000, propagate_forward_time: 4.9958205223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404225349
validation[          , genome  3037] predictions:    9514/  10000 (95.14%), best:    9507/10000 (95.07%), error:      1662.58923, best error:      1620.18665 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 62.8438720703s, input_fired_time: 0.4841308892, output_fired_time: 0.4842259586, propagate_forward_time: 24.4643001556, propagate_backward_time: 34.9961357117, weight_update_time: 0.1367638409, other_time: 2.4150810242
epoch time: 5.4999909401s, input_fired_time: 0.0628159642, output_fired_time: 0.0000000000, propagate_forward_time: 5.0055718422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316029549
validation[          , genome  3037] predictions:    9517/  10000 (95.17%), best:    9507/10000 (95.07%), error:      1649.20178, best error:      1620.18665 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 63.5734443665s, input_fired_time: 0.4889566600, output_fired_time: 0.4905987382, propagate_forward_time: 24.8692588806, propagate_backward_time: 35.3021736145, weight_update_time: 0.1397690326, other_time: 2.4224548340
epoch time: 5.1411204338s, input_fired_time: 0.0609596483, output_fired_time: 0.0000000000, propagate_forward_time: 4.6351675987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449930191
validation[          , genome  3037] predictions:    9497/  10000 (94.97%), best:    9507/10000 (95.07%), error:      1667.69690, best error:      1620.18665 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 61.8598060608s, input_fired_time: 0.4808184206, output_fired_time: 0.4747205675, propagate_forward_time: 24.0455150604, propagate_backward_time: 34.4944953918, weight_update_time: 0.1347468942, other_time: 2.3642539978
epoch time: 5.5158529282s, input_fired_time: 0.0633211881, output_fired_time: 0.0000000000, propagate_forward_time: 5.0135664940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389653206
validation[          , genome  3037] predictions:    9492/  10000 (94.92%), best:    9507/10000 (95.07%), error:      1707.05530, best error:      1620.18665 on epoch:    80, 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: 26.9741191864s, input_fired_time: 0.3069280684, output_fired_time: 0.0000000000, propagate_forward_time: 24.3865985870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2805919647
best training[          , genome  3037] predictions:   48178/  50000 (96.36%), best:    9507/10000 (95.07%), error:      6437.73730, best error:      1620.18665 on epoch:    80, 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: 5.5686836243s, input_fired_time: 0.0616113022, output_fired_time: 0.0000000000, propagate_forward_time: 5.0684280396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386444092
   testing[          , genome  3037] predictions:    9549/  10000 (95.49%), best:    9507/10000 (95.07%), error:      1606.28296, best error:      1620.18665 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:48:10 (4024): called boinc_finish(0)

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