Nameexact_genome_1512568488_45_1917_0
Workunit2580804
Created6 Dec 2017, 21:15:05 UTC
Sent6 Dec 2017, 21:16:39 UTC
Report deadline10 Dec 2017, 20:17:26 UTC
Received6 Dec 2017, 23:27:00 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time2 hours 9 min 51 sec
CPU time2 hours 0 min 51 sec
Validate stateValid
Credit989.72
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.41 MB
Peak swap size152.83 MB
Peak disk usage1.75 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0766382217, output_fired_time: 0.0000000000, propagate_forward_time: 4.8232183456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194402695
validation[          , genome  1917] predictions:    9615/  10000 (96.15%), best:    9615/10000 (96.15%), error:      1266.80933, best error:      1266.80933 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 66.2437362671s, input_fired_time: 0.6393988132, output_fired_time: 0.6306009293, propagate_forward_time: 25.6557388306, propagate_backward_time: 36.8797454834, weight_update_time: 0.1564686745, other_time: 2.4382553101
epoch time: 5.9123129845s, input_fired_time: 0.0817640126, output_fired_time: 0.0000000000, propagate_forward_time: 5.3817234039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488253593
validation[          , genome  1917] predictions:    9575/  10000 (95.75%), best:    9615/10000 (96.15%), error:      1351.52148, best error:      1266.80933 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 67.1382675171s, input_fired_time: 0.6489109397, output_fired_time: 0.6416163445, propagate_forward_time: 25.9684906006, propagate_backward_time: 37.3941497803, weight_update_time: 0.1608416140, other_time: 2.4850997925
epoch time: 5.8478441238s, input_fired_time: 0.0836391151, output_fired_time: 0.0000000000, propagate_forward_time: 5.3103694916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4538354874
validation[          , genome  1917] predictions:    9603/  10000 (96.03%), best:    9603/10000 (96.03%), error:      1244.19275, best error:      1244.19275 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 67.2009735107s, input_fired_time: 0.6463543177, output_fired_time: 0.6390148401, propagate_forward_time: 26.0107402802, propagate_backward_time: 37.4207992554, weight_update_time: 0.1610995978, other_time: 2.4840621948
epoch time: 5.3502216339s, input_fired_time: 0.0760247782, output_fired_time: 0.0000000000, propagate_forward_time: 4.8527770042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214196205
validation[          , genome  1917] predictions:    9594/  10000 (95.94%), best:    9603/10000 (96.03%), error:      1299.17700, best error:      1244.19275 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 66.5032882690s, input_fired_time: 0.6446921229, output_fired_time: 0.6351172924, propagate_forward_time: 25.7527313232, propagate_backward_time: 37.0038909912, weight_update_time: 0.1628472656, other_time: 2.4668579102
epoch time: 5.4889082909s, input_fired_time: 0.0779755637, output_fired_time: 0.0000000000, propagate_forward_time: 4.9830904007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278421402
validation[          , genome  1917] predictions:    9609/  10000 (96.09%), best:    9603/10000 (96.03%), error:      1305.02808, best error:      1244.19275 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 66.0930557251s, input_fired_time: 0.6374526024, output_fired_time: 0.6318318248, propagate_forward_time: 25.5693225861, propagate_backward_time: 36.8343048096, weight_update_time: 0.1553878039, other_time: 2.4201507568
epoch time: 5.6526718140s, input_fired_time: 0.0788204670, output_fired_time: 0.0000000000, propagate_forward_time: 5.1406769753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4331746101
validation[          , genome  1917] predictions:    9590/  10000 (95.90%), best:    9603/10000 (96.03%), error:      1279.06616, best error:      1244.19275 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 64.8655853271s, input_fired_time: 0.6286083460, output_fired_time: 0.6152395010, propagate_forward_time: 24.9983978271, propagate_backward_time: 36.2007141113, weight_update_time: 0.1542713046, other_time: 2.4226264954
epoch time: 5.9654998779s, input_fired_time: 0.0834864303, output_fired_time: 0.0000000000, propagate_forward_time: 5.4264788628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555344582
validation[          , genome  1917] predictions:    9598/  10000 (95.98%), best:    9603/10000 (96.03%), error:      1284.41785, best error:      1244.19275 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 66.4843826294s, input_fired_time: 0.6393300295, output_fired_time: 0.6335932016, propagate_forward_time: 25.7053661346, propagate_backward_time: 37.0452880859, weight_update_time: 0.1592574120, other_time: 2.4608078003
epoch time: 5.6826715469s, input_fired_time: 0.0789900497, output_fired_time: 0.0000000000, propagate_forward_time: 5.1707501411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4329314232
validation[          , genome  1917] predictions:    9619/  10000 (96.19%), best:    9619/10000 (96.19%), error:      1242.07129, best error:      1242.07129 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 64.0173339844s, input_fired_time: 0.6212830544, output_fired_time: 0.6118816137, propagate_forward_time: 24.7892646790, propagate_backward_time: 35.6112480164, weight_update_time: 0.1530376524, other_time: 2.3836555481
epoch time: 5.4169416428s, input_fired_time: 0.0764383525, output_fired_time: 0.0000000000, propagate_forward_time: 4.9218568802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4186463356
validation[          , genome  1917] predictions:    9605/  10000 (96.05%), best:    9619/10000 (96.19%), error:      1309.89648, best error:      1242.07129 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 66.7577667236s, input_fired_time: 0.6471599936, output_fired_time: 0.6376961470, propagate_forward_time: 25.8477535248, propagate_backward_time: 37.1473922729, weight_update_time: 0.1604040414, other_time: 2.4777603149
epoch time: 5.9581928253s, input_fired_time: 0.0838594660, output_fired_time: 0.0000000000, propagate_forward_time: 5.4189586639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4553747177
validation[          , genome  1917] predictions:    9572/  10000 (95.72%), best:    9619/10000 (96.19%), error:      1392.85095, best error:      1242.07129 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 65.0363311768s, input_fired_time: 0.6360700727, output_fired_time: 0.6223086119, propagate_forward_time: 25.1666374207, propagate_backward_time: 36.1581268311, weight_update_time: 0.1568821371, other_time: 2.4531898499
epoch time: 5.6907052994s, input_fired_time: 0.0786971226, output_fired_time: 0.0000000000, propagate_forward_time: 5.1804432869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315648079
validation[          , genome  1917] predictions:    9570/  10000 (95.70%), best:    9619/10000 (96.19%), error:      1400.77454, best error:      1242.07129 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 64.8203964233s, input_fired_time: 0.6289602518, output_fired_time: 0.6182721853, propagate_forward_time: 25.0080375671, propagate_backward_time: 36.1495437622, weight_update_time: 0.1553725451, other_time: 2.4155845642
epoch time: 5.8882761002s, input_fired_time: 0.0832731798, output_fired_time: 0.0000000000, propagate_forward_time: 5.3526954651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4523072243
validation[          , genome  1917] predictions:    9551/  10000 (95.51%), best:    9619/10000 (96.19%), error:      1451.13318, best error:      1242.07129 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 64.3317108154s, input_fired_time: 0.6273423433, output_fired_time: 0.6175302267, propagate_forward_time: 24.9545097351, propagate_backward_time: 35.7242507935, weight_update_time: 0.1552823335, other_time: 2.4080772400
epoch time: 5.5850543976s, input_fired_time: 0.0796079859, output_fired_time: 0.0000000000, propagate_forward_time: 5.0681366920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373097420
validation[          , genome  1917] predictions:    9610/  10000 (96.10%), best:    9619/10000 (96.19%), error:      1244.25916, best error:      1242.07129 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 67.9354095459s, input_fired_time: 0.6559346914, output_fired_time: 0.6540206671, propagate_forward_time: 26.3212604523, propagate_backward_time: 37.7937164307, weight_update_time: 0.1629692912, other_time: 2.5104751587
epoch time: 5.1952462196s, input_fired_time: 0.0753623247, output_fired_time: 0.0000000000, propagate_forward_time: 4.7094988823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103851318
validation[          , genome  1917] predictions:    9620/  10000 (96.20%), best:    9620/10000 (96.20%), error:      1196.26831, best error:      1196.26831 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 64.3855133057s, input_fired_time: 0.6280548573, output_fired_time: 0.6164832115, propagate_forward_time: 24.8405437469, propagate_backward_time: 35.9009704590, weight_update_time: 0.1516478360, other_time: 2.3994598389
epoch time: 5.8269233704s, input_fired_time: 0.0826374367, output_fired_time: 0.0000000000, propagate_forward_time: 5.2957229614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4485630989
validation[          , genome  1917] predictions:    9501/  10000 (95.01%), best:    9620/10000 (96.20%), error:      1552.44385, best error:      1196.26831 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 64.5409088135s, input_fired_time: 0.6281984448, output_fired_time: 0.6131520271, propagate_forward_time: 24.9984149933, propagate_backward_time: 35.8884353638, weight_update_time: 0.1548633128, other_time: 2.4127120972
epoch time: 4.8993153572s, input_fired_time: 0.0724125132, output_fired_time: 0.0000000000, propagate_forward_time: 4.4368128777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3900899887
validation[          , genome  1917] predictions:    9636/  10000 (96.36%), best:    9636/10000 (96.36%), error:      1179.16345, best error:      1179.16345 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 67.0287094116s, input_fired_time: 0.6511507034, output_fired_time: 0.6359617710, propagate_forward_time: 25.8445129395, propagate_backward_time: 37.4460372925, weight_update_time: 0.1606824398, other_time: 2.4510421753
epoch time: 5.8990859985s, input_fired_time: 0.0828587338, output_fired_time: 0.0000000000, propagate_forward_time: 5.3683652878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478621483
validation[          , genome  1917] predictions:    9630/  10000 (96.30%), best:    9636/10000 (96.36%), error:      1185.66785, best error:      1179.16345 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 66.3027420044s, input_fired_time: 0.6383756399, output_fired_time: 0.6328084469, propagate_forward_time: 25.6051197052, propagate_backward_time: 36.9690284729, weight_update_time: 0.1587636471, other_time: 2.4574165344
epoch time: 5.9142723083s, input_fired_time: 0.0837504193, output_fired_time: 0.0000000000, propagate_forward_time: 5.3768963814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536256790
validation[          , genome  1917] predictions:    9643/  10000 (96.43%), best:    9643/10000 (96.43%), error:      1155.51807, best error:      1155.51807 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 64.9024581909s, input_fired_time: 0.6300284863, output_fired_time: 0.6136608720, propagate_forward_time: 24.9998264313, propagate_backward_time: 36.2412757874, weight_update_time: 0.1548353285, other_time: 2.4176673889
epoch time: 5.3435387611s, input_fired_time: 0.0766052529, output_fired_time: 0.0000000000, propagate_forward_time: 4.8497071266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4172263145
validation[          , genome  1917] predictions:    9633/  10000 (96.33%), best:    9643/10000 (96.43%), error:      1156.41064, best error:      1155.51807 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 67.0639801025s, input_fired_time: 0.6442160010, output_fired_time: 0.6435328722, propagate_forward_time: 25.9592628479, propagate_backward_time: 37.3391571045, weight_update_time: 0.1583041102, other_time: 2.4778099060
epoch time: 5.8565692902s, input_fired_time: 0.0821557939, output_fired_time: 0.0000000000, propagate_forward_time: 5.3258213997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4485921860
validation[          , genome  1917] predictions:    9617/  10000 (96.17%), best:    9643/10000 (96.43%), error:      1235.15564, best error:      1155.51807 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 62.5632400513s, input_fired_time: 0.6169762015, output_fired_time: 0.5993176699, propagate_forward_time: 24.1541786194, propagate_backward_time: 34.8135757446, weight_update_time: 0.1507200301, other_time: 2.3791885376
epoch time: 5.7967071533s, input_fired_time: 0.0830910951, output_fired_time: 0.0000000000, propagate_forward_time: 5.2729830742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406328201
validation[          , genome  1917] predictions:    9612/  10000 (96.12%), best:    9643/10000 (96.43%), error:      1259.58838, best error:      1155.51807 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 66.3514709473s, input_fired_time: 0.6483538747, output_fired_time: 0.6351932883, propagate_forward_time: 25.5963020325, propagate_backward_time: 37.0032920837, weight_update_time: 0.1589376628, other_time: 2.4683303833
epoch time: 5.7079601288s, input_fired_time: 0.0829161704, output_fired_time: 0.0000000000, propagate_forward_time: 5.1763725281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486713409
validation[          , genome  1917] predictions:    9639/  10000 (96.39%), best:    9643/10000 (96.43%), error:      1209.79041, best error:      1155.51807 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 67.3109054565s, input_fired_time: 0.6521581411, output_fired_time: 0.6443330050, propagate_forward_time: 25.9554748535, propagate_backward_time: 37.5568084717, weight_update_time: 0.1605555862, other_time: 2.5021286011
epoch time: 5.7126665115s, input_fired_time: 0.0799499005, output_fired_time: 0.0000000000, propagate_forward_time: 5.1944856644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382309914
validation[          , genome  1917] predictions:    9443/  10000 (94.43%), best:    9643/10000 (96.43%), error:      1781.11169, best error:      1155.51807 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 66.9088516235s, input_fired_time: 0.6477386951, output_fired_time: 0.6402323246, propagate_forward_time: 25.9054622650, propagate_backward_time: 37.2602500916, weight_update_time: 0.1625485420, other_time: 2.4551658630
epoch time: 5.7340564728s, input_fired_time: 0.0816429332, output_fired_time: 0.0000000000, propagate_forward_time: 5.2183218002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4340915680
validation[          , genome  1917] predictions:    9624/  10000 (96.24%), best:    9643/10000 (96.43%), error:      1250.15344, best error:      1155.51807 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 67.0250930786s, input_fired_time: 0.6498624086, output_fired_time: 0.6427615285, propagate_forward_time: 25.8224887848, propagate_backward_time: 37.4361534119, weight_update_time: 0.1589915007, other_time: 2.4738273621
epoch time: 5.8893985748s, input_fired_time: 0.0847894624, output_fired_time: 0.0000000000, propagate_forward_time: 5.3513984680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4532108307
validation[          , genome  1917] predictions:    9617/  10000 (96.17%), best:    9643/10000 (96.43%), error:      1261.22290, best error:      1155.51807 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 67.1730957031s, input_fired_time: 0.6480474472, output_fired_time: 0.6385278106, propagate_forward_time: 26.0240097046, propagate_backward_time: 37.3887748718, weight_update_time: 0.1602941602, other_time: 2.4737358093
epoch time: 5.8593506813s, input_fired_time: 0.0829254761, output_fired_time: 0.0000000000, propagate_forward_time: 5.3318533897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4445719719
validation[          , genome  1917] predictions:    9597/  10000 (95.97%), best:    9643/10000 (96.43%), error:      1280.39905, best error:      1155.51807 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 66.3875808716s, input_fired_time: 0.6458741426, output_fired_time: 0.6342085600, propagate_forward_time: 25.6597290039, propagate_backward_time: 36.9987487793, weight_update_time: 0.1568898261, other_time: 2.4490203857
epoch time: 5.9892220497s, input_fired_time: 0.0846225023, output_fired_time: 0.0000000000, propagate_forward_time: 5.4546189308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4499807358
validation[          , genome  1917] predictions:    9621/  10000 (96.21%), best:    9643/10000 (96.43%), error:      1165.89990, best error:      1155.51807 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 64.8133773804s, input_fired_time: 0.6333907843, output_fired_time: 0.6181162596, propagate_forward_time: 25.1185855865, propagate_backward_time: 36.0270652771, weight_update_time: 0.1555836946, other_time: 2.4162178040
epoch time: 5.6319136620s, input_fired_time: 0.0804244503, output_fired_time: 0.0000000000, propagate_forward_time: 5.1225519180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4289374352
validation[          , genome  1917] predictions:    9614/  10000 (96.14%), best:    9643/10000 (96.43%), error:      1253.75854, best error:      1155.51807 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 66.9799957275s, input_fired_time: 0.6466522217, output_fired_time: 0.6444439888, propagate_forward_time: 25.8846092224, propagate_backward_time: 37.3426361084, weight_update_time: 0.1592648774, other_time: 2.4616508484
epoch time: 5.3384456635s, input_fired_time: 0.0777204633, output_fired_time: 0.0000000000, propagate_forward_time: 4.8428368568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178881645
validation[          , genome  1917] predictions:    9598/  10000 (95.98%), best:    9643/10000 (96.43%), error:      1266.33752, best error:      1155.51807 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 64.3031387329s, input_fired_time: 0.6241223812, output_fired_time: 0.6159816980, propagate_forward_time: 24.8523845673, propagate_backward_time: 35.8160972595, weight_update_time: 0.1532852948, other_time: 2.3945503235
epoch time: 5.9199681282s, input_fired_time: 0.0850191861, output_fired_time: 0.0000000000, propagate_forward_time: 5.3744373322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605116844
validation[          , genome  1917] predictions:    9573/  10000 (95.73%), best:    9643/10000 (96.43%), error:      1396.18774, best error:      1155.51807 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 65.7305679321s, input_fired_time: 0.6396486759, output_fired_time: 0.6262886524, propagate_forward_time: 25.3443603516, propagate_backward_time: 36.6742286682, weight_update_time: 0.1555756330, other_time: 2.4460411072
epoch time: 5.9381690025s, input_fired_time: 0.0832660347, output_fired_time: 0.0000000000, propagate_forward_time: 5.4080028534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4468998909
validation[          , genome  1917] predictions:    9645/  10000 (96.45%), best:    9645/10000 (96.45%), error:      1144.91846, best error:      1144.91846 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 67.2154159546s, input_fired_time: 0.6519652605, output_fired_time: 0.6386405230, propagate_forward_time: 25.9687862396, propagate_backward_time: 37.4658927917, weight_update_time: 0.1623028368, other_time: 2.4901313782
epoch time: 5.5075650215s, input_fired_time: 0.0805838183, output_fired_time: 0.0000000000, propagate_forward_time: 4.9932746887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337062836
validation[          , genome  1917] predictions:    9640/  10000 (96.40%), best:    9645/10000 (96.45%), error:      1158.26599, best error:      1144.91846 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 67.3761291504s, input_fired_time: 0.6540184021, output_fired_time: 0.6409926414, propagate_forward_time: 26.0768394470, propagate_backward_time: 37.5306320190, weight_update_time: 0.1593645960, other_time: 2.4736442566
epoch time: 5.8010210991s, input_fired_time: 0.0826650709, output_fired_time: 0.0000000000, propagate_forward_time: 5.2717595100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465966225
validation[          , genome  1917] predictions:    9615/  10000 (96.15%), best:    9645/10000 (96.45%), error:      1226.47522, best error:      1144.91846 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 65.7438659668s, input_fired_time: 0.6431093216, output_fired_time: 0.6308639050, propagate_forward_time: 25.4211044312, propagate_backward_time: 36.6026725769, weight_update_time: 0.1571765840, other_time: 2.4461097717
epoch time: 6.0414757729s, input_fired_time: 0.0873755664, output_fired_time: 0.0000000000, propagate_forward_time: 5.4917078018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4623923302
validation[          , genome  1917] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1057.29797, best error:      1057.29797 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 67.0345458984s, input_fired_time: 0.6487842202, output_fired_time: 0.6454098225, propagate_forward_time: 25.9611377716, propagate_backward_time: 37.3067893982, weight_update_time: 0.1600485295, other_time: 2.4724311829
epoch time: 5.8393206596s, input_fired_time: 0.0823071226, output_fired_time: 0.0000000000, propagate_forward_time: 5.3068513870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501619339
validation[          , genome  1917] predictions:    9606/  10000 (96.06%), best:    9674/10000 (96.74%), error:      1271.23645, best error:      1057.29797 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 67.9299850464s, input_fired_time: 0.6556870341, output_fired_time: 0.6458163261, propagate_forward_time: 26.3319911957, propagate_backward_time: 37.8245620728, weight_update_time: 0.1598827988, other_time: 2.4719314575
epoch time: 5.1824092865s, input_fired_time: 0.0756236091, output_fired_time: 0.0000000000, propagate_forward_time: 4.6939158440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128699303
validation[          , genome  1917] predictions:    9625/  10000 (96.25%), best:    9674/10000 (96.74%), error:      1191.84912, best error:      1057.29797 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 66.4736022949s, input_fired_time: 0.6445844173, output_fired_time: 0.6352602243, propagate_forward_time: 25.7822475433, propagate_backward_time: 36.9578323364, weight_update_time: 0.1573340446, other_time: 2.4536743164
epoch time: 5.5167856216s, input_fired_time: 0.0796845704, output_fired_time: 0.0000000000, propagate_forward_time: 5.0068702698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302306175
validation[          , genome  1917] predictions:    9568/  10000 (95.68%), best:    9674/10000 (96.74%), error:      1414.85840, best error:      1057.29797 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 66.3757476807s, input_fired_time: 0.6485204697, output_fired_time: 0.6337175965, propagate_forward_time: 25.7208309174, propagate_backward_time: 36.9137802124, weight_update_time: 0.1563257873, other_time: 2.4588928223
epoch time: 5.9781050682s, input_fired_time: 0.0867335498, output_fired_time: 0.0000000000, propagate_forward_time: 5.4307255745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4606461525
validation[          , genome  1917] predictions:    9652/  10000 (96.52%), best:    9674/10000 (96.74%), error:      1113.64844, best error:      1057.29797 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 67.2867965698s, input_fired_time: 0.6551403999, output_fired_time: 0.6475709081, propagate_forward_time: 25.9909114838, propagate_backward_time: 37.4871025085, weight_update_time: 0.1598346084, other_time: 2.5060691833
epoch time: 6.0182895660s, input_fired_time: 0.0853009745, output_fired_time: 0.0000000000, propagate_forward_time: 5.4873304367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456582069
validation[          , genome  1917] predictions:    9595/  10000 (95.95%), best:    9674/10000 (96.74%), error:      1285.42371, best error:      1057.29797 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 65.2800674438s, input_fired_time: 0.6419843435, output_fired_time: 0.6233864427, propagate_forward_time: 25.1587810516, propagate_backward_time: 36.4175872803, weight_update_time: 0.1561003774, other_time: 2.4383239746
epoch time: 5.2707056999s, input_fired_time: 0.0785315409, output_fired_time: 0.0000000000, propagate_forward_time: 4.7821888924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4099850655
validation[          , genome  1917] predictions:    9656/  10000 (96.56%), best:    9674/10000 (96.74%), error:      1109.49634, best error:      1057.29797 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 59.5587577820s, input_fired_time: 0.6020823121, output_fired_time: 0.5691542029, propagate_forward_time: 23.0503845215, propagate_backward_time: 33.0575294495, weight_update_time: 0.1434359550, other_time: 2.2796096802
epoch time: 5.2066068649s, input_fired_time: 0.0769204348, output_fired_time: 0.0000000000, propagate_forward_time: 4.7223014832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073848724
validation[          , genome  1917] predictions:    9636/  10000 (96.36%), best:    9674/10000 (96.74%), error:      1103.83411, best error:      1057.29797 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 59.1043205261s, input_fired_time: 0.5946888328, output_fired_time: 0.5651118755, propagate_forward_time: 22.8167781830, propagate_backward_time: 32.8601303101, weight_update_time: 0.1437083185, other_time: 2.2676086426
epoch time: 5.0437035561s, input_fired_time: 0.0749046355, output_fired_time: 0.0000000000, propagate_forward_time: 4.5653290749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4034700394
validation[          , genome  1917] predictions:    9629/  10000 (96.29%), best:    9674/10000 (96.74%), error:      1174.85120, best error:      1057.29797 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 58.2948188782s, input_fired_time: 0.5898866057, output_fired_time: 0.5529216528, propagate_forward_time: 22.4376239777, propagate_backward_time: 32.4704895020, weight_update_time: 0.1409993917, other_time: 2.2438964844
epoch time: 6.0020132065s, input_fired_time: 0.0868266150, output_fired_time: 0.0000000000, propagate_forward_time: 5.4630627632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4521236420
validation[          , genome  1917] predictions:    9633/  10000 (96.33%), best:    9674/10000 (96.74%), error:      1221.33936, best error:      1057.29797 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 67.2069473267s, input_fired_time: 0.6610926390, output_fired_time: 0.6455877423, propagate_forward_time: 25.9542732239, propagate_backward_time: 37.4711914063, weight_update_time: 0.1598718166, other_time: 2.4748039246
epoch time: 5.4692869186s, input_fired_time: 0.0794940665, output_fired_time: 0.0000000000, propagate_forward_time: 4.9682335854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215593338
validation[          , genome  1917] predictions:    9593/  10000 (95.93%), best:    9674/10000 (96.74%), error:      1291.29395, best error:      1057.29797 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 61.4268531799s, input_fired_time: 0.6132361889, output_fired_time: 0.5933954120, propagate_forward_time: 23.6831645966, propagate_backward_time: 34.2140274048, weight_update_time: 0.1490919888, other_time: 2.3230285645
epoch time: 4.4874892235s, input_fired_time: 0.0672417060, output_fired_time: 0.0000000000, propagate_forward_time: 4.0521688461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680787086
validation[          , genome  1917] predictions:    9671/  10000 (96.71%), best:    9674/10000 (96.74%), error:      1085.88000, best error:      1057.29797 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 66.8913726807s, input_fired_time: 0.6561895013, output_fired_time: 0.6362600327, propagate_forward_time: 25.8868236542, propagate_backward_time: 37.2560615540, weight_update_time: 0.1591514796, other_time: 2.4560356140
epoch time: 5.7526597977s, input_fired_time: 0.0840842947, output_fired_time: 0.0000000000, propagate_forward_time: 5.2247810364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4437942505
validation[          , genome  1917] predictions:    9636/  10000 (96.36%), best:    9674/10000 (96.74%), error:      1193.59314, best error:      1057.29797 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 65.4851531982s, input_fired_time: 0.6408208013, output_fired_time: 0.6220791340, propagate_forward_time: 25.3878841400, propagate_backward_time: 36.4027519226, weight_update_time: 0.1553988904, other_time: 2.4316139221
epoch time: 5.4133663177s, input_fired_time: 0.0800785348, output_fired_time: 0.0000000000, propagate_forward_time: 4.9107651711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225225449
validation[          , genome  1917] predictions:    9630/  10000 (96.30%), best:    9674/10000 (96.74%), error:      1211.40308, best error:      1057.29797 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 62.5178604126s, input_fired_time: 0.6242808104, output_fired_time: 0.5966382623, propagate_forward_time: 24.1265659332, propagate_backward_time: 34.8101997375, weight_update_time: 0.1512249410, other_time: 2.3601799011
epoch time: 5.7739601135s, input_fired_time: 0.0840055048, output_fired_time: 0.0000000000, propagate_forward_time: 5.2532272339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367275238
validation[          , genome  1917] predictions:    9585/  10000 (95.85%), best:    9674/10000 (96.74%), error:      1356.47266, best error:      1057.29797 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 63.5627479553s, input_fired_time: 0.6271610856, output_fired_time: 0.6078111529, propagate_forward_time: 24.5680446625, propagate_backward_time: 35.3782882690, weight_update_time: 0.1522732675, other_time: 2.3814392090
epoch time: 5.7362813950s, input_fired_time: 0.0822363347, output_fired_time: 0.0000000000, propagate_forward_time: 5.2245950699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294500351
validation[          , genome  1917] predictions:    9628/  10000 (96.28%), best:    9674/10000 (96.74%), error:      1230.78418, best error:      1057.29797 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 68.2142028809s, input_fired_time: 0.6602886915, output_fired_time: 0.6536046267, propagate_forward_time: 26.4074306488, propagate_backward_time: 38.0024452209, weight_update_time: 0.1608666033, other_time: 2.4904365540
epoch time: 5.4686436653s, input_fired_time: 0.0801733881, output_fired_time: 0.0000000000, propagate_forward_time: 4.9528808594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4355893135
validation[          , genome  1917] predictions:    9522/  10000 (95.22%), best:    9674/10000 (96.74%), error:      1536.16821, best error:      1057.29797 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 67.1352920532s, input_fired_time: 0.6516482234, output_fired_time: 0.6382343769, propagate_forward_time: 25.9651050568, propagate_backward_time: 37.4051284790, weight_update_time: 0.1620099843, other_time: 2.4751739502
epoch time: 5.9882669449s, input_fired_time: 0.0857559666, output_fired_time: 0.0000000000, propagate_forward_time: 5.4486708641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4538402557
validation[          , genome  1917] predictions:    9620/  10000 (96.20%), best:    9674/10000 (96.74%), error:      1229.43872, best error:      1057.29797 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 66.5667114258s, input_fired_time: 0.6535742283, output_fired_time: 0.6397671700, propagate_forward_time: 25.7553863525, propagate_backward_time: 37.0574493408, weight_update_time: 0.1613118052, other_time: 2.4605331421
epoch time: 5.6883759499s, input_fired_time: 0.0837076828, output_fired_time: 0.0000000000, propagate_forward_time: 5.1713647842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333033562
validation[          , genome  1917] predictions:    9645/  10000 (96.45%), best:    9674/10000 (96.74%), error:      1153.04480, best error:      1057.29797 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 63.0197792053s, input_fired_time: 0.6263887286, output_fired_time: 0.5975306630, propagate_forward_time: 24.2998161316, propagate_backward_time: 35.1190910339, weight_update_time: 0.1527692378, other_time: 2.3769531250
epoch time: 5.2690086365s, input_fired_time: 0.0771140605, output_fired_time: 0.0000000000, propagate_forward_time: 4.7854514122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4064431190
validation[          , genome  1917] predictions:    9628/  10000 (96.28%), best:    9674/10000 (96.74%), error:      1168.77344, best error:      1057.29797 on epoch:    47, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 67.9425201416s, input_fired_time: 0.6627959013, output_fired_time: 0.6520285010, propagate_forward_time: 26.2151184082, propagate_backward_time: 37.9077377319, weight_update_time: 0.1618536115, other_time: 2.5048370361
epoch time: 5.7362198830s, input_fired_time: 0.0831080228, output_fired_time: 0.0000000000, propagate_forward_time: 5.2046627998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484491348
validation[          , genome  1917] predictions:    9638/  10000 (96.38%), best:    9674/10000 (96.74%), error:      1181.05823, best error:      1057.29797 on epoch:    47, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 66.6249694824s, input_fired_time: 0.6560083628, output_fired_time: 0.6425032616, propagate_forward_time: 25.7958011627, propagate_backward_time: 37.0572853088, weight_update_time: 0.1574938893, other_time: 2.4733772278
epoch time: 5.5119686127s, input_fired_time: 0.0795892924, output_fired_time: 0.0000000000, propagate_forward_time: 5.0061740875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4262051582
validation[          , genome  1917] predictions:    9652/  10000 (96.52%), best:    9674/10000 (96.74%), error:      1095.00037, best error:      1057.29797 on epoch:    47, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 67.7574691772s, input_fired_time: 0.6617484689, output_fired_time: 0.6481117010, propagate_forward_time: 26.1972656250, propagate_backward_time: 37.7597541809, weight_update_time: 0.1618408114, other_time: 2.4905891418
epoch time: 5.8964109421s, input_fired_time: 0.0847000033, output_fired_time: 0.0000000000, propagate_forward_time: 5.3703632355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4413475990
validation[          , genome  1917] predictions:    9640/  10000 (96.40%), best:    9674/10000 (96.74%), error:      1125.63867, best error:      1057.29797 on epoch:    47, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 65.8402404785s, input_fired_time: 0.6453850269, output_fired_time: 0.6261273623, propagate_forward_time: 25.4113922119, propagate_backward_time: 36.7222595215, weight_update_time: 0.1575612277, other_time: 2.4350738525
epoch time: 5.3694319725s, input_fired_time: 0.0789731443, output_fired_time: 0.0000000000, propagate_forward_time: 4.8727025986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4177560806
validation[          , genome  1917] predictions:    9630/  10000 (96.30%), best:    9674/10000 (96.74%), error:      1211.27002, best error:      1057.29797 on epoch:    47, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 67.3622741699s, input_fired_time: 0.6607730389, output_fired_time: 0.6385035515, propagate_forward_time: 26.1116065979, propagate_backward_time: 37.4729652405, weight_update_time: 0.1595809609, other_time: 2.4784240723
epoch time: 5.8166980743s, input_fired_time: 0.0853949264, output_fired_time: 0.0000000000, propagate_forward_time: 5.2920756340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392275810
validation[          , genome  1917] predictions:    9653/  10000 (96.53%), best:    9674/10000 (96.74%), error:      1081.37305, best error:      1057.29797 on epoch:    47, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 65.3552780151s, input_fired_time: 0.6445090175, output_fired_time: 0.6273172498, propagate_forward_time: 25.3409748077, propagate_backward_time: 36.3246994019, weight_update_time: 0.1555596292, other_time: 2.4177780151
epoch time: 5.4354648590s, input_fired_time: 0.0797175020, output_fired_time: 0.0000000000, propagate_forward_time: 4.9356298447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4201173782
validation[          , genome  1917] predictions:    9608/  10000 (96.08%), best:    9674/10000 (96.74%), error:      1230.66772, best error:      1057.29797 on epoch:    47, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 67.9191589355s, input_fired_time: 0.6665691733, output_fired_time: 0.6465383172, propagate_forward_time: 26.3563327789, propagate_backward_time: 37.7509574890, weight_update_time: 0.1626336724, other_time: 2.4987602234
epoch time: 5.6026096344s, input_fired_time: 0.0830803886, output_fired_time: 0.0000000000, propagate_forward_time: 5.0925159454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270133972
validation[          , genome  1917] predictions:    9645/  10000 (96.45%), best:    9674/10000 (96.74%), error:      1141.05811, best error:      1057.29797 on epoch:    47, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 64.1703033447s, input_fired_time: 0.6301214099, output_fired_time: 0.6134857535, propagate_forward_time: 24.7727870941, propagate_backward_time: 35.7680587769, weight_update_time: 0.1517261267, other_time: 2.3858489990
epoch time: 5.9759840965s, input_fired_time: 0.0865092799, output_fired_time: 0.0000000000, propagate_forward_time: 5.4391036034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503712654
validation[          , genome  1917] predictions:    9618/  10000 (96.18%), best:    9674/10000 (96.74%), error:      1207.68213, best error:      1057.29797 on epoch:    47, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 68.5986328125s, input_fired_time: 0.6703999043, output_fired_time: 0.6553464532, propagate_forward_time: 26.6251201630, propagate_backward_time: 38.1452331543, weight_update_time: 0.1611876488, other_time: 2.5025253296
epoch time: 6.0757875443s, input_fired_time: 0.0889893398, output_fired_time: 0.0000000000, propagate_forward_time: 5.5245976448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4622006416
validation[          , genome  1917] predictions:    9642/  10000 (96.42%), best:    9674/10000 (96.74%), error:      1229.55518, best error:      1057.29797 on epoch:    47, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 67.3487777710s, input_fired_time: 0.6618763804, output_fired_time: 0.6470389366, propagate_forward_time: 26.0026016235, propagate_backward_time: 37.5761146545, weight_update_time: 0.1597627252, other_time: 2.4611473083
epoch time: 5.3848400116s, input_fired_time: 0.0803104863, output_fired_time: 0.0000000000, propagate_forward_time: 4.8747839928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4297456741
validation[          , genome  1917] predictions:    9638/  10000 (96.38%), best:    9674/10000 (96.74%), error:      1165.18469, best error:      1057.29797 on epoch:    47, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 68.0738220215s, input_fired_time: 0.6688776016, output_fired_time: 0.6499624848, propagate_forward_time: 26.4395771027, propagate_backward_time: 37.8139991760, weight_update_time: 0.1606743783, other_time: 2.5014076233
epoch time: 5.9293417931s, input_fired_time: 0.0860074908, output_fired_time: 0.0000000000, propagate_forward_time: 5.3982391357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4450950623
validation[          , genome  1917] predictions:    9660/  10000 (96.60%), best:    9674/10000 (96.74%), error:      1108.67090, best error:      1057.29797 on epoch:    47, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 68.1475906372s, input_fired_time: 0.6674136519, output_fired_time: 0.6490922570, propagate_forward_time: 26.4540481567, propagate_backward_time: 37.8740844727, weight_update_time: 0.1622774899, other_time: 2.5029525757
epoch time: 5.6292037964s, input_fired_time: 0.0858538598, output_fired_time: 0.0000000000, propagate_forward_time: 5.1059899330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373598099
validation[          , genome  1917] predictions:    9614/  10000 (96.14%), best:    9674/10000 (96.74%), error:      1310.06628, best error:      1057.29797 on epoch:    47, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 62.7463264465s, input_fired_time: 0.6288506985, output_fired_time: 0.5953980684, propagate_forward_time: 24.2354621887, propagate_backward_time: 34.9424514771, weight_update_time: 0.1504058093, other_time: 2.3441658020
epoch time: 5.6781086922s, input_fired_time: 0.0841687992, output_fired_time: 0.0000000000, propagate_forward_time: 5.1604299545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335098267
validation[          , genome  1917] predictions:    9639/  10000 (96.39%), best:    9674/10000 (96.74%), error:      1187.25854, best error:      1057.29797 on epoch:    47, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 62.8483123779s, input_fired_time: 0.6319510341, output_fired_time: 0.6006969213, propagate_forward_time: 24.2992382050, propagate_backward_time: 34.9665184021, weight_update_time: 0.1499949098, other_time: 2.3499107361
epoch time: 5.5469050407s, input_fired_time: 0.0812992379, output_fired_time: 0.0000000000, propagate_forward_time: 5.0385088921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270968437
validation[          , genome  1917] predictions:    9652/  10000 (96.52%), best:    9674/10000 (96.74%), error:      1168.55798, best error:      1057.29797 on epoch:    47, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 65.7800292969s, input_fired_time: 0.6534011364, output_fired_time: 0.6295855045, propagate_forward_time: 25.5400714874, propagate_backward_time: 36.5075263977, weight_update_time: 0.1577650905, other_time: 2.4494438171
epoch time: 5.1130723953s, input_fired_time: 0.0768264681, output_fired_time: 0.0000000000, propagate_forward_time: 4.6254878044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107580185
validation[          , genome  1917] predictions:    9664/  10000 (96.64%), best:    9674/10000 (96.74%), error:      1100.15222, best error:      1057.29797 on epoch:    47, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 63.1106681824s, input_fired_time: 0.6277191043, output_fired_time: 0.6064846516, propagate_forward_time: 24.3509216309, propagate_backward_time: 35.1628913879, weight_update_time: 0.1510284990, other_time: 2.3626518250
epoch time: 5.3934264183s, input_fired_time: 0.0809640363, output_fired_time: 0.0000000000, propagate_forward_time: 4.8916392326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208230972
validation[          , genome  1917] predictions:    9660/  10000 (96.60%), best:    9674/10000 (96.74%), error:      1166.39783, best error:      1057.29797 on epoch:    47, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 67.8917922974s, input_fired_time: 0.6685799956, output_fired_time: 0.6470620036, propagate_forward_time: 26.3895549774, propagate_backward_time: 37.6931686401, weight_update_time: 0.1597487777, other_time: 2.4934234619
epoch time: 5.7439532280s, input_fired_time: 0.0836448893, output_fired_time: 0.0000000000, propagate_forward_time: 5.2198319435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404764175
validation[          , genome  1917] predictions:    9605/  10000 (96.05%), best:    9674/10000 (96.74%), error:      1342.56445, best error:      1057.29797 on epoch:    47, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 63.1388549805s, input_fired_time: 0.6290841699, output_fired_time: 0.6029232144, propagate_forward_time: 24.3995876312, propagate_backward_time: 35.1453056335, weight_update_time: 0.1514434963, other_time: 2.3619499207
epoch time: 5.7144498825s, input_fired_time: 0.0854118094, output_fired_time: 0.0000000000, propagate_forward_time: 5.1842188835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4448189735
validation[          , genome  1917] predictions:    9641/  10000 (96.41%), best:    9674/10000 (96.74%), error:      1130.18616, best error:      1057.29797 on epoch:    47, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 66.2504425049s, input_fired_time: 0.6572982073, output_fired_time: 0.6336169243, propagate_forward_time: 25.7117137909, propagate_backward_time: 36.7959213257, weight_update_time: 0.1586656719, other_time: 2.4518966675
epoch time: 5.7914919853s, input_fired_time: 0.0853107572, output_fired_time: 0.0000000000, propagate_forward_time: 5.2625412941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436397552
validation[          , genome  1917] predictions:    9666/  10000 (96.66%), best:    9674/10000 (96.74%), error:      1127.39893, best error:      1057.29797 on epoch:    47, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 64.8819122314s, input_fired_time: 0.6499294639, output_fired_time: 0.6186903715, propagate_forward_time: 25.0813884735, propagate_backward_time: 36.1133918762, weight_update_time: 0.1525995433, other_time: 2.4185066223
epoch time: 4.5219697952s, input_fired_time: 0.0702511296, output_fired_time: 0.0000000000, propagate_forward_time: 4.0739965439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777222633
validation[          , genome  1917] predictions:    9613/  10000 (96.13%), best:    9674/10000 (96.74%), error:      1301.75806, best error:      1057.29797 on epoch:    47, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 65.5028762817s, input_fired_time: 0.6507934332, output_fired_time: 0.6232287288, propagate_forward_time: 25.3619289398, propagate_backward_time: 36.4533538818, weight_update_time: 0.1535995305, other_time: 2.4135665894
epoch time: 5.3900279999s, input_fired_time: 0.0800282136, output_fired_time: 0.0000000000, propagate_forward_time: 4.8942465782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157533646
validation[          , genome  1917] predictions:    9647/  10000 (96.47%), best:    9674/10000 (96.74%), error:      1128.57617, best error:      1057.29797 on epoch:    47, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 64.2290878296s, input_fired_time: 0.6443239450, output_fired_time: 0.6110691428, propagate_forward_time: 24.8473873138, propagate_backward_time: 35.7385940552, weight_update_time: 0.1520427465, other_time: 2.3877105713
epoch time: 5.8887686729s, input_fired_time: 0.0867024288, output_fired_time: 0.0000000000, propagate_forward_time: 5.3486666679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533996582
validation[          , genome  1917] predictions:    9568/  10000 (95.68%), best:    9674/10000 (96.74%), error:      1416.44385, best error:      1057.29797 on epoch:    47, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 66.5027923584s, input_fired_time: 0.6595815420, output_fired_time: 0.6358209848, propagate_forward_time: 25.6448154449, propagate_backward_time: 37.1063652039, weight_update_time: 0.1594337374, other_time: 2.4562110901
epoch time: 5.8667941093s, input_fired_time: 0.0852088332, output_fired_time: 0.0000000000, propagate_forward_time: 5.3307785988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4508066177
validation[          , genome  1917] predictions:    9632/  10000 (96.32%), best:    9674/10000 (96.74%), error:      1222.54712, best error:      1057.29797 on epoch:    47, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 67.5637435913s, input_fired_time: 0.6678519845, output_fired_time: 0.6471120119, propagate_forward_time: 26.1466941833, propagate_backward_time: 37.6132583618, weight_update_time: 0.1601699442, other_time: 2.4888267517
epoch time: 5.8196797371s, input_fired_time: 0.0850845724, output_fired_time: 0.0000000000, propagate_forward_time: 5.2927255630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418697357
validation[          , genome  1917] predictions:    9634/  10000 (96.34%), best:    9674/10000 (96.74%), error:      1150.00525, best error:      1057.29797 on epoch:    47, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 65.3119735718s, input_fired_time: 0.6516931653, output_fired_time: 0.6231272221, propagate_forward_time: 25.3057441711, propagate_backward_time: 36.3028717041, weight_update_time: 0.1565345824, other_time: 2.4285316467
epoch time: 5.8882336617s, input_fired_time: 0.0868818164, output_fired_time: 0.0000000000, propagate_forward_time: 5.3467564583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4545955658
validation[          , genome  1917] predictions:    9583/  10000 (95.83%), best:    9674/10000 (96.74%), error:      1364.00757, best error:      1057.29797 on epoch:    47, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 66.2931442261s, input_fired_time: 0.6580312848, output_fired_time: 0.6347747445, propagate_forward_time: 25.6617641449, propagate_backward_time: 36.8905868530, weight_update_time: 0.1579048336, other_time: 2.4479904175
epoch time: 5.8949007988s, input_fired_time: 0.0876662731, output_fired_time: 0.0000000000, propagate_forward_time: 5.3545613289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526734352
validation[          , genome  1917] predictions:    9639/  10000 (96.39%), best:    9674/10000 (96.74%), error:      1112.34180, best error:      1057.29797 on epoch:    47, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 66.2463455200s, input_fired_time: 0.6605132818, output_fired_time: 0.6341429949, propagate_forward_time: 25.6181468964, propagate_backward_time: 36.8693542480, weight_update_time: 0.1578167528, other_time: 2.4641876221
epoch time: 5.9654111862s, input_fired_time: 0.0872918442, output_fired_time: 0.0000000000, propagate_forward_time: 5.4240026474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541168213
validation[          , genome  1917] predictions:    9632/  10000 (96.32%), best:    9674/10000 (96.74%), error:      1241.13086, best error:      1057.29797 on epoch:    47, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 66.7157516479s, input_fired_time: 0.6600984335, output_fired_time: 0.6356850266, propagate_forward_time: 25.7742004395, propagate_backward_time: 37.1647453308, weight_update_time: 0.1594923586, other_time: 2.4810218811
epoch time: 5.6513338089s, input_fired_time: 0.0832838714, output_fired_time: 0.0000000000, propagate_forward_time: 5.1422200203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258298874
validation[          , genome  1917] predictions:    9635/  10000 (96.35%), best:    9674/10000 (96.74%), error:      1202.14270, best error:      1057.29797 on epoch:    47, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 64.4365081787s, input_fired_time: 0.6451615095, output_fired_time: 0.6159379482, propagate_forward_time: 24.9741611481, propagate_backward_time: 35.8045349121, weight_update_time: 0.1540271789, other_time: 2.3967132568
epoch time: 5.6301555634s, input_fired_time: 0.0836093202, output_fired_time: 0.0000000000, propagate_forward_time: 5.1107382774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358081818
validation[          , genome  1917] predictions:    9624/  10000 (96.24%), best:    9674/10000 (96.74%), error:      1238.89355, best error:      1057.29797 on epoch:    47, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 67.9427642822s, input_fired_time: 0.6713507175, output_fired_time: 0.6481801867, propagate_forward_time: 26.2914619446, propagate_backward_time: 37.8361129761, weight_update_time: 0.1598809361, other_time: 2.4956626892
epoch time: 5.7682704926s, input_fired_time: 0.0846060365, output_fired_time: 0.0000000000, propagate_forward_time: 5.2428598404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408044815
validation[          , genome  1917] predictions:    9628/  10000 (96.28%), best:    9674/10000 (96.74%), error:      1182.12427, best error:      1057.29797 on epoch:    47, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 63.8012657166s, input_fired_time: 0.6364734769, output_fired_time: 0.6101862192, propagate_forward_time: 24.6467742920, propagate_backward_time: 35.5307960510, weight_update_time: 0.1505887359, other_time: 2.3770332336
epoch time: 4.8885045052s, input_fired_time: 0.0756895095, output_fired_time: 0.0000000000, propagate_forward_time: 4.4234108925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3894042969
validation[          , genome  1917] predictions:    9603/  10000 (96.03%), best:    9674/10000 (96.74%), error:      1275.10522, best error:      1057.29797 on epoch:    47, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 65.5458831787s, input_fired_time: 0.6500204802, output_fired_time: 0.6278713942, propagate_forward_time: 25.2482147217, propagate_backward_time: 36.5883522034, weight_update_time: 0.1555382460, other_time: 2.4314308167
epoch time: 5.2475271225s, input_fired_time: 0.0795380771, output_fired_time: 0.0000000000, propagate_forward_time: 4.7539358139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4140534401
validation[          , genome  1917] predictions:    9638/  10000 (96.38%), best:    9674/10000 (96.74%), error:      1178.51819, best error:      1057.29797 on epoch:    47, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 64.5474166870s, input_fired_time: 0.6451101303, output_fired_time: 0.6144811511, propagate_forward_time: 24.9414653778, propagate_backward_time: 35.9458961487, weight_update_time: 0.1540308595, other_time: 2.4004631042
epoch time: 5.8384566307s, input_fired_time: 0.0858988091, output_fired_time: 0.0000000000, propagate_forward_time: 5.3044867516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480710030
validation[          , genome  1917] predictions:    9643/  10000 (96.43%), best:    9674/10000 (96.74%), error:      1119.16553, best error:      1057.29797 on epoch:    47, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 67.1203231812s, input_fired_time: 0.6629805565, output_fired_time: 0.6420809031, propagate_forward_time: 25.9970035553, propagate_backward_time: 37.3438377380, weight_update_time: 0.1584653705, other_time: 2.4744224548
epoch time: 5.6238136292s, input_fired_time: 0.0844858661, output_fired_time: 0.0000000000, propagate_forward_time: 5.0977797508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4415478706
validation[          , genome  1917] predictions:    9661/  10000 (96.61%), best:    9674/10000 (96.74%), error:      1149.09790, best error:      1057.29797 on epoch:    47, 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: 28.5348358154s, input_fired_time: 0.4051668048, output_fired_time: 0.0000000000, propagate_forward_time: 25.8845710754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2450981140
best training[          , genome  1917] predictions:   49032/  50000 (98.06%), best:    9674/10000 (96.74%), error:      3399.13696, best error:      1057.29797 on epoch:    47, 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: 5.4597291946s, input_fired_time: 0.0793066323, output_fired_time: 0.0000000000, propagate_forward_time: 4.9510850906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293375015
   testing[          , genome  1917] predictions:    9719/  10000 (97.19%), best:    9674/10000 (96.74%), error:       946.03522, best error:      1057.29797 on epoch:    47, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:26:36 (5092): called boinc_finish(0)

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