Nameexact_genome_1512185335_39_2725_3
Workunit2532006
Created8 Dec 2017, 0:08:47 UTC
Sent8 Dec 2017, 0:12:43 UTC
Report deadline13 Dec 2017, 5:23:00 UTC
Received8 Dec 2017, 13:25:21 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time2 hours 26 min 14 sec
CPU time2 hours 9 min 34 sec
Validate stateValid
Credit1,303.87
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.80 MB
Peak swap size157.78 MB
Peak disk usage1.94 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
05, output_fired_time: 0.0000000000, propagate_forward_time: 8.3893928528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7171535492
validation[          , genome  2725] predictions:    9518/  10000 (95.18%), best:    9625/10000 (96.25%), error:      1651.91223, best error:      1234.22937 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 105.7131652832s, input_fired_time: 1.9842189550, output_fired_time: 1.3636479378, propagate_forward_time: 39.3638305664, propagate_backward_time: 59.2841453552, weight_update_time: 0.3778262436, other_time: 3.7173194885
epoch time: 8.7328424454s, input_fired_time: 0.1205977574, output_fired_time: 0.0000000000, propagate_forward_time: 7.6656889915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9465556145
validation[          , genome  2725] predictions:    9549/  10000 (95.49%), best:    9625/10000 (96.25%), error:      1512.43774, best error:      1234.22937 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 106.6128997803s, input_fired_time: 0.9915742278, output_fired_time: 1.6177861691, propagate_forward_time: 41.1508102417, propagate_backward_time: 59.3701782227, weight_update_time: 0.1289849430, other_time: 3.4825515747
epoch time: 8.8197269440s, input_fired_time: 0.1199649200, output_fired_time: 0.0000000000, propagate_forward_time: 8.2510442734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487180710
validation[          , genome  2725] predictions:    9652/  10000 (96.52%), best:    9652/10000 (96.52%), error:      1188.95581, best error:      1188.95581 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 107.5411376953s, input_fired_time: 0.9973755479, output_fired_time: 1.8753858805, propagate_forward_time: 40.3547134399, propagate_backward_time: 60.5718574524, weight_update_time: 0.3797343671, other_time: 3.7418022156
epoch time: 8.7685260773s, input_fired_time: 0.1251889318, output_fired_time: 0.0000000000, propagate_forward_time: 8.1865501404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4567871094
validation[          , genome  2725] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1163.27100, best error:      1163.27100 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 107.0077056885s, input_fired_time: 1.9968944788, output_fired_time: 0.8744671941, propagate_forward_time: 41.5842895508, propagate_backward_time: 59.3135108948, weight_update_time: 0.1294647306, other_time: 3.2385444641
epoch time: 7.6020588875s, input_fired_time: 0.1077817380, output_fired_time: 0.0000000000, propagate_forward_time: 6.8411550522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6531219482
validation[          , genome  2725] predictions:    9618/  10000 (96.18%), best:    9638/10000 (96.38%), error:      1312.16138, best error:      1163.27100 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 107.6806030273s, input_fired_time: 1.0001567602, output_fired_time: 1.1281905174, propagate_forward_time: 43.0564956665, propagate_backward_time: 58.9953269958, weight_update_time: 0.1301415116, other_time: 3.5004310608
epoch time: 7.8046884537s, input_fired_time: 0.1120451763, output_fired_time: 0.0000000000, propagate_forward_time: 7.0331459045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6594972610
validation[          , genome  2725] predictions:    9645/  10000 (96.45%), best:    9645/10000 (96.45%), error:      1148.62012, best error:      1148.62012 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 111.1073379517s, input_fired_time: 1.5141766071, output_fired_time: 1.1523618698, propagate_forward_time: 40.6775398254, propagate_backward_time: 63.4426574707, weight_update_time: 0.3831506073, other_time: 4.3206024170
epoch time: 8.3765010834s, input_fired_time: 0.1192552894, output_fired_time: 0.0000000000, propagate_forward_time: 7.5705471039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6866989136
validation[          , genome  2725] predictions:    9565/  10000 (95.65%), best:    9645/10000 (96.45%), error:      1400.81067, best error:      1148.62012 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 102.8583297729s, input_fired_time: 1.2231560946, output_fired_time: 1.0877342224, propagate_forward_time: 38.7427673340, propagate_backward_time: 58.1330604553, weight_update_time: 0.1251633316, other_time: 3.6716117859
epoch time: 8.2918329239s, input_fired_time: 0.1213013008, output_fired_time: 0.0000000000, propagate_forward_time: 7.2350149155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9355163574
validation[          , genome  2725] predictions:    9653/  10000 (96.53%), best:    9645/10000 (96.45%), error:      1215.57361, best error:      1148.62012 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 103.3579483032s, input_fired_time: 1.4748032093, output_fired_time: 1.3441755772, propagate_forward_time: 40.6131324768, propagate_backward_time: 56.7513809204, weight_update_time: 0.3760571778, other_time: 3.1744575500
epoch time: 8.6570577621s, input_fired_time: 0.3702102005, output_fired_time: 0.0000000000, propagate_forward_time: 7.8463358879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405112267
validation[          , genome  2725] predictions:    9650/  10000 (96.50%), best:    9650/10000 (96.50%), error:      1119.93530, best error:      1119.93530 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 107.5884628296s, input_fired_time: 1.2475745678, output_fired_time: 1.1256189346, propagate_forward_time: 38.7050895691, propagate_backward_time: 63.2640533447, weight_update_time: 0.1299469322, other_time: 3.2461242676
epoch time: 8.8977117538s, input_fired_time: 0.3752416670, output_fired_time: 0.0000000000, propagate_forward_time: 7.8205723763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7018980980
validation[          , genome  2725] predictions:    9622/  10000 (96.22%), best:    9650/10000 (96.50%), error:      1185.64111, best error:      1119.93530 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 101.9788284302s, input_fired_time: 1.7199764252, output_fired_time: 1.3324593306, propagate_forward_time: 39.2066268921, propagate_backward_time: 57.0695419312, weight_update_time: 0.1242698655, other_time: 2.6502227783
epoch time: 9.7121200562s, input_fired_time: 0.1297591180, output_fired_time: 0.0000000000, propagate_forward_time: 8.8531360626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7292251587
validation[          , genome  2725] predictions:    9590/  10000 (95.90%), best:    9650/10000 (96.50%), error:      1228.03174, best error:      1119.93530 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 107.8288345337s, input_fired_time: 1.0029344559, output_fired_time: 1.3808209896, propagate_forward_time: 41.0880012512, propagate_backward_time: 60.8579368591, weight_update_time: 0.1302219629, other_time: 3.4991340637
epoch time: 8.8134574890s, input_fired_time: 0.1234901249, output_fired_time: 0.0000000000, propagate_forward_time: 7.9923396111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6976275444
validation[          , genome  2725] predictions:    9643/  10000 (96.43%), best:    9650/10000 (96.50%), error:      1189.50037, best error:      1119.93530 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 104.0773925781s, input_fired_time: 1.4831719398, output_fired_time: 1.1000633240, propagate_forward_time: 37.1153221130, propagate_backward_time: 60.9442596436, weight_update_time: 0.1263220012, other_time: 3.4345703125
epoch time: 8.0021924973s, input_fired_time: 0.1168186367, output_fired_time: 0.0000000000, propagate_forward_time: 7.2140765190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6712975502
validation[          , genome  2725] predictions:    9650/  10000 (96.50%), best:    9650/10000 (96.50%), error:      1114.27576, best error:      1114.27576 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 105.3594207764s, input_fired_time: 1.2382969856, output_fired_time: 1.3756364584, propagate_forward_time: 39.2251129150, propagate_backward_time: 59.0602035522, weight_update_time: 0.6278730035, other_time: 4.4601745605
epoch time: 8.7150926590s, input_fired_time: 0.1277971268, output_fired_time: 0.0000000000, propagate_forward_time: 7.8825249672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7047705650
validation[          , genome  2725] predictions:    9556/  10000 (95.56%), best:    9650/10000 (96.50%), error:      1441.16187, best error:      1114.27576 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 105.3166275024s, input_fired_time: 1.4851350784, output_fired_time: 1.3578667641, propagate_forward_time: 39.1879463196, propagate_backward_time: 59.8262481689, weight_update_time: 0.1279178709, other_time: 3.4594306946
epoch time: 7.9210982323s, input_fired_time: 0.1146692634, output_fired_time: 0.0000000000, propagate_forward_time: 7.3896021843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168267250
validation[          , genome  2725] predictions:    9663/  10000 (96.63%), best:    9650/10000 (96.50%), error:      1120.52441, best error:      1114.27576 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 106.1420440674s, input_fired_time: 1.2470296621, output_fired_time: 1.1203551292, propagate_forward_time: 38.7965354919, propagate_backward_time: 61.5037727356, weight_update_time: 0.1288523376, other_time: 3.4743461609
epoch time: 8.5364561081s, input_fired_time: 0.1205097064, output_fired_time: 0.0000000000, propagate_forward_time: 7.9812326431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347133636
validation[          , genome  2725] predictions:    9675/  10000 (96.75%), best:    9675/10000 (96.75%), error:      1079.79309, best error:      1079.79309 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 104.5864028931s, input_fired_time: 0.9868612289, output_fired_time: 1.3534648418, propagate_forward_time: 39.5668792725, propagate_backward_time: 59.2294464111, weight_update_time: 0.1272189915, other_time: 3.4497528076
epoch time: 7.8472294807s, input_fired_time: 0.1160362661, output_fired_time: 0.0000000000, propagate_forward_time: 7.0675678253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6636252403
validation[          , genome  2725] predictions:    9591/  10000 (95.91%), best:    9675/10000 (96.75%), error:      1343.00122, best error:      1079.79309 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 105.3181610107s, input_fired_time: 1.4897850752, output_fired_time: 0.8609649539, propagate_forward_time: 39.0283775330, propagate_backward_time: 60.9813156128, weight_update_time: 0.1276803613, other_time: 2.9577217102
epoch time: 8.7150726318s, input_fired_time: 0.1257824004, output_fired_time: 0.0000000000, propagate_forward_time: 7.6469488144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9423418045
validation[          , genome  2725] predictions:    9631/  10000 (96.31%), best:    9675/10000 (96.75%), error:      1246.53931, best error:      1079.79309 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 105.0252990723s, input_fired_time: 0.9882155061, output_fired_time: 1.1068645716, propagate_forward_time: 38.6628608704, propagate_backward_time: 60.3180274963, weight_update_time: 0.1268263161, other_time: 3.9493370056
epoch time: 9.0851020813s, input_fired_time: 0.1286030263, output_fired_time: 0.0000000000, propagate_forward_time: 8.4948730469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4616260529
validation[          , genome  2725] predictions:    9654/  10000 (96.54%), best:    9675/10000 (96.75%), error:      1118.70129, best error:      1079.79309 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 108.4771499634s, input_fired_time: 1.5079584122, output_fired_time: 1.6340041161, propagate_forward_time: 39.1043586731, propagate_backward_time: 62.9729957581, weight_update_time: 0.1305050850, other_time: 3.2578392029
epoch time: 8.8260536194s, input_fired_time: 0.1234532520, output_fired_time: 0.0000000000, propagate_forward_time: 8.2528791428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4497213364
validation[          , genome  2725] predictions:    9641/  10000 (96.41%), best:    9675/10000 (96.75%), error:      1109.30042, best error:      1079.79309 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 109.1798171997s, input_fired_time: 1.2631641626, output_fired_time: 1.3881371021, propagate_forward_time: 40.0953636169, propagate_backward_time: 63.4132347107, weight_update_time: 0.1310831904, other_time: 3.0199165344
epoch time: 8.9875259399s, input_fired_time: 0.3770407736, output_fired_time: 0.0000000000, propagate_forward_time: 7.9043231010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7061619759
validation[          , genome  2725] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1056.97937, best error:      1056.97937 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 106.3445892334s, input_fired_time: 1.5003343821, output_fired_time: 0.8677062392, propagate_forward_time: 39.8394279480, propagate_backward_time: 61.1571998596, weight_update_time: 0.1291405559, other_time: 2.9799156189
epoch time: 9.5519561768s, input_fired_time: 0.6308322549, output_fired_time: 0.0000000000, propagate_forward_time: 8.4492435455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4718799591
validation[          , genome  2725] predictions:    9628/  10000 (96.28%), best:    9674/10000 (96.74%), error:      1168.51685, best error:      1056.97937 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 104.4330215454s, input_fired_time: 0.9897463918, output_fired_time: 0.8504886031, propagate_forward_time: 38.4577255249, propagate_backward_time: 60.6904754639, weight_update_time: 0.1267418712, other_time: 3.4445877075
epoch time: 8.9505395889s, input_fired_time: 0.1252074093, output_fired_time: 0.0000000000, propagate_forward_time: 8.1211004257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7042322159
validation[          , genome  2725] predictions:    9632/  10000 (96.32%), best:    9674/10000 (96.74%), error:      1192.13342, best error:      1056.97937 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 108.8107223511s, input_fired_time: 1.0147640705, output_fired_time: 1.1399362087, propagate_forward_time: 41.0890655518, propagate_backward_time: 61.2856101990, weight_update_time: 0.1309218854, other_time: 4.2813453674
epoch time: 8.7418508530s, input_fired_time: 0.1227948293, output_fired_time: 0.0000000000, propagate_forward_time: 7.9252252579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6938304901
validation[          , genome  2725] predictions:    9651/  10000 (96.51%), best:    9674/10000 (96.74%), error:      1133.50928, best error:      1056.97937 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 93.2802276611s, input_fired_time: 0.9588880539, output_fired_time: 0.8116745949, propagate_forward_time: 34.2430725098, propagate_backward_time: 54.4249114990, weight_update_time: 0.1209771484, other_time: 2.8416824341
epoch time: 6.5942950249s, input_fired_time: 0.1246672049, output_fired_time: 0.0000000000, propagate_forward_time: 6.0257716179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438562393
validation[          , genome  2725] predictions:    9669/  10000 (96.69%), best:    9669/10000 (96.69%), error:      1038.09460, best error:      1038.09460 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 67.2711791992s, input_fired_time: 0.9096015096, output_fired_time: 0.7469626665, propagate_forward_time: 24.7183742523, propagate_backward_time: 38.7267112732, weight_update_time: 0.1113386378, other_time: 2.1695289612
epoch time: 4.2801518440s, input_fired_time: 0.0933292806, output_fired_time: 0.0000000000, propagate_forward_time: 3.8529551029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3338673115
validation[          , genome  2725] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1026.69446, best error:      1026.69446 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 62.4020690918s, input_fired_time: 0.8748261333, output_fired_time: 0.6989133358, propagate_forward_time: 22.8242378235, propagate_backward_time: 35.9395904541, weight_update_time: 0.1055063903, other_time: 2.0645027161
epoch time: 5.3264226913s, input_fired_time: 0.1084201559, output_fired_time: 0.0000000000, propagate_forward_time: 4.8347945213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832077980
validation[          , genome  2725] predictions:    9662/  10000 (96.62%), best:    9686/10000 (96.86%), error:      1071.18408, best error:      1026.69446 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 66.4202651978s, input_fired_time: 0.9044362307, output_fired_time: 0.7388537526, propagate_forward_time: 24.3984603882, propagate_backward_time: 38.2187156677, weight_update_time: 0.1105921492, other_time: 2.1598014832
epoch time: 6.1550478935s, input_fired_time: 0.1184191629, output_fired_time: 0.0000000000, propagate_forward_time: 5.6135864258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230422974
validation[          , genome  2725] predictions:    9656/  10000 (96.56%), best:    9686/10000 (96.86%), error:      1096.65991, best error:      1026.69446 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 63.2584648132s, input_fired_time: 0.8826556802, output_fired_time: 0.7069737315, propagate_forward_time: 23.1568317413, propagate_backward_time: 36.4295768738, weight_update_time: 0.1065949351, other_time: 2.0824241638
epoch time: 4.8122606277s, input_fired_time: 0.0995327458, output_fired_time: 0.0000000000, propagate_forward_time: 4.3517851830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609428406
validation[          , genome  2725] predictions:    9691/  10000 (96.91%), best:    9686/10000 (96.86%), error:      1062.85913, best error:      1026.69446 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 61.5649681091s, input_fired_time: 0.8739934564, output_fired_time: 0.6895653605, propagate_forward_time: 22.4606590271, propagate_backward_time: 35.4930038452, weight_update_time: 0.1041121855, other_time: 2.0477485657
epoch time: 4.3961062431s, input_fired_time: 0.0945375934, output_fired_time: 0.0000000000, propagate_forward_time: 3.9611926079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3403759003
validation[          , genome  2725] predictions:    9552/  10000 (95.52%), best:    9686/10000 (96.86%), error:      1446.67456, best error:      1026.69446 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 65.6067810059s, input_fired_time: 0.9008381367, output_fired_time: 0.7293401957, propagate_forward_time: 24.0630283356, propagate_backward_time: 37.7836341858, weight_update_time: 0.1091513932, other_time: 2.1299400330
epoch time: 5.2274875641s, input_fired_time: 0.1071109921, output_fired_time: 0.0000000000, propagate_forward_time: 4.7414841652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788924217
validation[          , genome  2725] predictions:    9683/  10000 (96.83%), best:    9686/10000 (96.86%), error:      1077.30176, best error:      1026.69446 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 62.1529502869s, input_fired_time: 0.8773450255, output_fired_time: 0.6945183873, propagate_forward_time: 22.6948795319, propagate_backward_time: 35.8313522339, weight_update_time: 0.1046728343, other_time: 2.0548553467
epoch time: 5.5033159256s, input_fired_time: 0.1109249443, output_fired_time: 0.0000000000, propagate_forward_time: 4.9993810654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930101395
validation[          , genome  2725] predictions:    9637/  10000 (96.37%), best:    9686/10000 (96.86%), error:      1177.53613, best error:      1026.69446 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 70.1068954468s, input_fired_time: 0.9341678023, output_fired_time: 0.7762672901, propagate_forward_time: 25.9206333160, propagate_backward_time: 40.2362899780, weight_update_time: 0.1157004535, other_time: 2.2395401001
epoch time: 5.2597670555s, input_fired_time: 0.1064888984, output_fired_time: 0.0000000000, propagate_forward_time: 4.7727422714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3805360794
validation[          , genome  2725] predictions:    9631/  10000 (96.31%), best:    9686/10000 (96.86%), error:      1220.88696, best error:      1026.69446 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 63.4593009949s, input_fired_time: 0.8864136338, output_fired_time: 0.7105429769, propagate_forward_time: 23.2348442078, propagate_backward_time: 36.5413818359, weight_update_time: 0.1067085713, other_time: 2.0861167908
epoch time: 6.1009359360s, input_fired_time: 0.1180853620, output_fired_time: 0.0000000000, propagate_forward_time: 5.5610513687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217991829
validation[          , genome  2725] predictions:    9661/  10000 (96.61%), best:    9686/10000 (96.86%), error:      1041.87134, best error:      1026.69446 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 65.0028076172s, input_fired_time: 0.8973872662, output_fired_time: 0.7256082296, propagate_forward_time: 23.8718852997, propagate_backward_time: 37.3877105713, weight_update_time: 0.1088916883, other_time: 2.1202163696
epoch time: 5.2189288139s, input_fired_time: 0.1049539223, output_fired_time: 0.0000000000, propagate_forward_time: 4.7355904579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783845901
validation[          , genome  2725] predictions:    9663/  10000 (96.63%), best:    9686/10000 (96.86%), error:      1148.93103, best error:      1026.69446 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 65.7401275635s, input_fired_time: 0.9031209350, output_fired_time: 0.7308837771, propagate_forward_time: 24.1561641693, propagate_backward_time: 37.8124198914, weight_update_time: 0.1092317551, other_time: 2.1375389099
epoch time: 4.1795620918s, input_fired_time: 0.0914348289, output_fired_time: 0.0000000000, propagate_forward_time: 3.7595002651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3286268711
validation[          , genome  2725] predictions:    9673/  10000 (96.73%), best:    9686/10000 (96.86%), error:      1035.61853, best error:      1026.69446 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 61.2021293640s, input_fired_time: 0.8698459864, output_fired_time: 0.6865154505, propagate_forward_time: 22.3297157288, propagate_backward_time: 35.2824172974, weight_update_time: 0.1033165008, other_time: 2.0336341858
epoch time: 5.6887388229s, input_fired_time: 0.1132028326, output_fired_time: 0.0000000000, propagate_forward_time: 5.1757197380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998160362
validation[          , genome  2725] predictions:    9587/  10000 (95.87%), best:    9686/10000 (96.86%), error:      1311.13782, best error:      1026.69446 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 71.4018249512s, input_fired_time: 0.9461319447, output_fired_time: 0.7869589329, propagate_forward_time: 26.4391136169, propagate_backward_time: 40.9670677185, weight_update_time: 0.1171222627, other_time: 2.2625579834
epoch time: 4.1913213730s, input_fired_time: 0.0914584026, output_fired_time: 0.0000000000, propagate_forward_time: 3.7698967457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3299663067
validation[          , genome  2725] predictions:    9695/  10000 (96.95%), best:    9686/10000 (96.86%), error:      1035.11987, best error:      1026.69446 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 62.7147216797s, input_fired_time: 0.8824595809, output_fired_time: 0.7026225328, propagate_forward_time: 22.9103832245, propagate_backward_time: 36.1504402161, weight_update_time: 0.1057531014, other_time: 2.0688209534
epoch time: 5.1404180527s, input_fired_time: 0.1051904485, output_fired_time: 0.0000000000, propagate_forward_time: 4.6610364914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3741912842
validation[          , genome  2725] predictions:    9664/  10000 (96.64%), best:    9686/10000 (96.86%), error:      1076.77539, best error:      1026.69446 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 64.1927490234s, input_fired_time: 0.8924222589, output_fired_time: 0.7163247466, propagate_forward_time: 23.5132064819, propagate_backward_time: 36.9656066895, weight_update_time: 0.1075385436, other_time: 2.1051902771
epoch time: 5.3603177071s, input_fired_time: 0.1080085114, output_fired_time: 0.0000000000, propagate_forward_time: 4.8663463593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859629631
validation[          , genome  2725] predictions:    9685/  10000 (96.85%), best:    9686/10000 (96.86%), error:      1037.28418, best error:      1026.69446 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 62.9067115784s, input_fired_time: 0.8827468157, output_fired_time: 0.7043294311, propagate_forward_time: 22.9857788086, propagate_backward_time: 36.2633552551, weight_update_time: 0.1058309674, other_time: 2.0704994202
epoch time: 5.3263826370s, input_fired_time: 0.1097037867, output_fired_time: 0.0000000000, propagate_forward_time: 4.8345618248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3821167946
validation[          , genome  2725] predictions:    9619/  10000 (96.19%), best:    9686/10000 (96.86%), error:      1272.31726, best error:      1026.69446 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 64.6474151611s, input_fired_time: 0.8985645771, output_fired_time: 0.7217674851, propagate_forward_time: 23.7155151367, propagate_backward_time: 37.1961517334, weight_update_time: 0.1082532778, other_time: 2.1154174805
epoch time: 5.7696981430s, input_fired_time: 0.1134675592, output_fired_time: 0.0000000000, propagate_forward_time: 5.2522363663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4039940834
validation[          , genome  2725] predictions:    9656/  10000 (96.56%), best:    9686/10000 (96.86%), error:      1162.27820, best error:      1026.69446 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 71.0432357788s, input_fired_time: 0.9439557195, output_fired_time: 0.7820518017, propagate_forward_time: 26.2679100037, propagate_backward_time: 40.7965736389, weight_update_time: 0.1164438426, other_time: 2.2527465820
epoch time: 5.7674512863s, input_fired_time: 0.1138080433, output_fired_time: 0.0000000000, propagate_forward_time: 5.2497820854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4038610458
validation[          , genome  2725] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:       972.21936, best error:       972.21936 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 62.5022735596s, input_fired_time: 0.8815563321, output_fired_time: 0.6996549368, propagate_forward_time: 22.8529224396, propagate_backward_time: 35.9981117249, weight_update_time: 0.1055411398, other_time: 2.0700263977
epoch time: 5.1383428574s, input_fired_time: 0.1043686792, output_fired_time: 0.0000000000, propagate_forward_time: 4.6616144180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723597527
validation[          , genome  2725] predictions:    9695/  10000 (96.95%), best:    9697/10000 (96.97%), error:      1042.77942, best error:       972.21936 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 63.4661941528s, input_fired_time: 0.8883377314, output_fired_time: 0.7105075121, propagate_forward_time: 23.1809806824, propagate_backward_time: 36.5999374390, weight_update_time: 0.1066450253, other_time: 2.0864334106
epoch time: 5.4669189453s, input_fired_time: 0.1104426160, output_fired_time: 0.0000000000, propagate_forward_time: 4.9665570259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3899192810
validation[          , genome  2725] predictions:    9694/  10000 (96.94%), best:    9697/10000 (96.97%), error:      1028.28784, best error:       972.21936 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 89.6736373901s, input_fired_time: 0.9652903676, output_fired_time: 0.8094801307, propagate_forward_time: 32.1974983215, propagate_backward_time: 52.6142959595, weight_update_time: 0.1208291948, other_time: 3.0870704651
epoch time: 7.4914302826s, input_fired_time: 0.1133569703, output_fired_time: 0.0000000000, propagate_forward_time: 6.9707436562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073295593
validation[          , genome  2725] predictions:    9659/  10000 (96.59%), best:    9697/10000 (96.97%), error:      1214.75439, best error:       972.21936 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 88.3694610596s, input_fired_time: 1.1579895020, output_fired_time: 0.9854319096, propagate_forward_time: 31.8484458923, propagate_backward_time: 50.9559745789, weight_update_time: 0.1111901328, other_time: 3.4216156006
epoch time: 7.7402076721s, input_fired_time: 0.3634885252, output_fired_time: 0.0000000000, propagate_forward_time: 6.2202653885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1564536095
validation[          , genome  2725] predictions:    9666/  10000 (96.66%), best:    9697/10000 (96.97%), error:      1102.36682, best error:       972.21936 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 92.1693191528s, input_fired_time: 1.6750433445, output_fired_time: 1.5116475821, propagate_forward_time: 33.5235748291, propagate_backward_time: 52.9720420837, weight_update_time: 0.1145125255, other_time: 2.4870109558
epoch time: 8.7110233307s, input_fired_time: 0.1268575788, output_fired_time: 0.0000000000, propagate_forward_time: 8.1305942535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4535713196
validation[          , genome  2725] predictions:    9684/  10000 (96.84%), best:    9697/10000 (96.97%), error:      1045.83325, best error:       972.21936 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 101.5647125244s, input_fired_time: 1.4812037945, output_fired_time: 1.5865557194, propagate_forward_time: 35.9938468933, propagate_backward_time: 59.3535499573, weight_update_time: 0.1244229674, other_time: 3.1495590210
epoch time: 6.2940101624s, input_fired_time: 0.1017328799, output_fired_time: 0.0000000000, propagate_forward_time: 5.8446855545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475918770
validation[          , genome  2725] predictions:    9600/  10000 (96.00%), best:    9697/10000 (96.97%), error:      1251.64490, best error:       972.21936 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 93.9518661499s, input_fired_time: 0.9400918484, output_fired_time: 1.2791754007, propagate_forward_time: 33.1529502869, propagate_backward_time: 55.5558586121, weight_update_time: 0.1169240698, other_time: 3.0237884521
epoch time: 8.3244113922s, input_fired_time: 0.1216100007, output_fired_time: 0.0000000000, propagate_forward_time: 7.7680296898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347720146
validation[          , genome  2725] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:       984.17157, best error:       972.21936 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 97.8582000732s, input_fired_time: 1.2081657648, output_fired_time: 1.3069602251, propagate_forward_time: 34.8023452759, propagate_backward_time: 56.7032890320, weight_update_time: 0.1204139367, other_time: 3.8374366760
epoch time: 8.8729467392s, input_fired_time: 0.3744730949, output_fired_time: 0.0000000000, propagate_forward_time: 8.0488739014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4496002197
validation[          , genome  2725] predictions:    9658/  10000 (96.58%), best:    9697/10000 (96.97%), error:      1141.46350, best error:       972.21936 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 96.6504898071s, input_fired_time: 1.4527347088, output_fired_time: 0.7960579395, propagate_forward_time: 32.9327964783, propagate_backward_time: 57.9047966003, weight_update_time: 0.1190862656, other_time: 3.5641021729
epoch time: 6.0698981285s, input_fired_time: 0.0974407047, output_fired_time: 0.0000000000, propagate_forward_time: 5.1230635643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8493938446
validation[          , genome  2725] predictions:    9660/  10000 (96.60%), best:    9697/10000 (96.97%), error:      1116.31787, best error:       972.21936 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 88.9515075684s, input_fired_time: 1.1613036394, output_fired_time: 0.7410706282, propagate_forward_time: 33.2589149475, propagate_backward_time: 51.3610420227, weight_update_time: 0.1118997931, other_time: 2.4291763306
epoch time: 6.2008728981s, input_fired_time: 0.3494917154, output_fired_time: 0.0000000000, propagate_forward_time: 5.4938716888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575096130
validation[          , genome  2725] predictions:    9657/  10000 (96.57%), best:    9697/10000 (96.97%), error:      1170.82861, best error:       972.21936 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 86.1674499512s, input_fired_time: 1.3948547840, output_fired_time: 0.7186156511, propagate_forward_time: 32.4221954346, propagate_backward_time: 48.9969520569, weight_update_time: 0.1089311615, other_time: 2.6348381042
epoch time: 6.3272747993s, input_fired_time: 0.1037296653, output_fired_time: 0.0000000000, propagate_forward_time: 5.6109085083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6126365662
validation[          , genome  2725] predictions:    9642/  10000 (96.42%), best:    9697/10000 (96.97%), error:      1133.25842, best error:       972.21936 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 92.2253723145s, input_fired_time: 1.4311232567, output_fired_time: 0.7639778256, propagate_forward_time: 34.7716979980, propagate_backward_time: 53.0234718323, weight_update_time: 0.1146886647, other_time: 2.2351036072
epoch time: 7.7739419937s, input_fired_time: 0.1174514666, output_fired_time: 0.0000000000, propagate_forward_time: 7.2478642464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086260796
validation[          , genome  2725] predictions:    9658/  10000 (96.58%), best:    9697/10000 (96.97%), error:      1092.42249, best error:       972.21936 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 80.8826141357s, input_fired_time: 1.1212724447, output_fired_time: 1.4318608046, propagate_forward_time: 29.3899059296, propagate_backward_time: 45.3918952942, weight_update_time: 0.1039375588, other_time: 3.5476799011
epoch time: 7.9474258423s, input_fired_time: 0.1158576310, output_fired_time: 0.0000000000, propagate_forward_time: 7.4154205322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4161477089
validation[          , genome  2725] predictions:    9654/  10000 (96.54%), best:    9697/10000 (96.97%), error:      1120.36780, best error:       972.21936 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 75.2301940918s, input_fired_time: 0.9318321943, output_fired_time: 1.0178847313, propagate_forward_time: 27.8797931671, propagate_backward_time: 42.9237403870, weight_update_time: 0.1145704538, other_time: 2.4769477844
epoch time: 5.2711677551s, input_fired_time: 0.1086269766, output_fired_time: 0.0000000000, propagate_forward_time: 4.7816762924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808646202
validation[          , genome  2725] predictions:    9590/  10000 (95.90%), best:    9697/10000 (96.97%), error:      1420.56824, best error:       972.21936 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 66.3734588623s, input_fired_time: 0.9104148149, output_fired_time: 0.7361954451, propagate_forward_time: 24.3679409027, propagate_backward_time: 38.2061882019, weight_update_time: 0.1106218174, other_time: 2.1527137756
epoch time: 5.0728702545s, input_fired_time: 0.1053711846, output_fired_time: 0.0000000000, propagate_forward_time: 4.5976896286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698096275
validation[          , genome  2725] predictions:    9693/  10000 (96.93%), best:    9697/10000 (96.97%), error:      1051.42969, best error:       972.21936 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 66.7376327515s, input_fired_time: 0.9179475904, output_fired_time: 0.7414070368, propagate_forward_time: 24.5236053467, propagate_backward_time: 38.3866004944, weight_update_time: 0.1116003171, other_time: 2.1680717468
epoch time: 4.3708186150s, input_fired_time: 0.0957982093, output_fired_time: 0.0000000000, propagate_forward_time: 3.9361863136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3388342857
validation[          , genome  2725] predictions:    9688/  10000 (96.88%), best:    9697/10000 (96.97%), error:      1034.31775, best error:       972.21936 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 69.0916137695s, input_fired_time: 0.9342378378, output_fired_time: 0.7684758902, propagate_forward_time: 25.4864749908, propagate_backward_time: 39.6910896301, weight_update_time: 0.1138909981, other_time: 2.2113380432
epoch time: 6.1148486137s, input_fired_time: 0.1192583367, output_fired_time: 0.0000000000, propagate_forward_time: 5.5749359131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206542969
validation[          , genome  2725] predictions:    9641/  10000 (96.41%), best:    9697/10000 (96.97%), error:      1240.13074, best error:       972.21936 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 64.9799041748s, input_fired_time: 0.9029769301, output_fired_time: 0.7252475619, propagate_forward_time: 23.8043918610, propagate_backward_time: 37.4260597229, weight_update_time: 0.1087509319, other_time: 2.1212272644
epoch time: 5.1269650459s, input_fired_time: 0.1061924398, output_fired_time: 0.0000000000, propagate_forward_time: 4.6476264000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731460571
validation[          , genome  2725] predictions:    9705/  10000 (97.05%), best:    9697/10000 (96.97%), error:       993.77899, best error:       972.21936 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 63.6962776184s, input_fired_time: 0.8940970302, output_fired_time: 0.7102125883, propagate_forward_time: 23.3164882660, propagate_backward_time: 36.6788711548, weight_update_time: 0.1070992202, other_time: 2.0966110229
epoch time: 5.7989850044s, input_fired_time: 0.1143522933, output_fired_time: 0.0000000000, propagate_forward_time: 5.2783551216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4062776566
validation[          , genome  2725] predictions:    9664/  10000 (96.64%), best:    9697/10000 (96.97%), error:      1115.28467, best error:       972.21936 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 67.3713073730s, input_fired_time: 0.9213384986, output_fired_time: 0.7493914366, propagate_forward_time: 24.8277988434, propagate_backward_time: 38.6903457642, weight_update_time: 0.1124517173, other_time: 2.1824340820
epoch time: 4.9412026405s, input_fired_time: 0.1043671668, output_fired_time: 0.0000000000, propagate_forward_time: 4.4710092545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658261299
validation[          , genome  2725] predictions:    9666/  10000 (96.66%), best:    9697/10000 (96.97%), error:      1074.28589, best error:       972.21936 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 70.3549423218s, input_fired_time: 0.9424958825, output_fired_time: 0.7784332037, propagate_forward_time: 26.0317516327, propagate_backward_time: 40.3608245850, weight_update_time: 0.1155411899, other_time: 2.2414321899
epoch time: 5.9288816452s, input_fired_time: 0.1191974133, output_fired_time: 0.0000000000, propagate_forward_time: 5.3978490829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118351936
validation[          , genome  2725] predictions:    9650/  10000 (96.50%), best:    9697/10000 (96.97%), error:      1169.83557, best error:       972.21936 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 68.2132568359s, input_fired_time: 0.9261944890, output_fired_time: 0.7551267743, propagate_forward_time: 25.1294689178, propagate_backward_time: 39.2159080505, weight_update_time: 0.1126642227, other_time: 2.1865577698
epoch time: 5.7465815544s, input_fired_time: 0.1138003618, output_fired_time: 0.0000000000, propagate_forward_time: 5.2307534218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4020276070
validation[          , genome  2725] predictions:    9685/  10000 (96.85%), best:    9697/10000 (96.97%), error:      1015.06598, best error:       972.21936 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 67.3789978027s, input_fired_time: 0.9193696380, output_fired_time: 0.7478787303, propagate_forward_time: 24.7855186462, propagate_backward_time: 38.7556190491, weight_update_time: 0.1117667183, other_time: 2.1706085205
epoch time: 6.0085587502s, input_fired_time: 0.1183905080, output_fired_time: 0.0000000000, propagate_forward_time: 5.4752964973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4148716927
validation[          , genome  2725] predictions:    9680/  10000 (96.80%), best:    9697/10000 (96.97%), error:      1093.45398, best error:       972.21936 on epoch:    56, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 65.5830154419s, input_fired_time: 0.9089978337, output_fired_time: 0.7281557322, propagate_forward_time: 24.0611934662, propagate_backward_time: 37.7565269470, weight_update_time: 0.1092558056, other_time: 2.1281394958
epoch time: 5.9904007912s, input_fired_time: 0.1169630587, output_fired_time: 0.0000000000, propagate_forward_time: 5.4592804909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4141573906
validation[          , genome  2725] predictions:    9669/  10000 (96.69%), best:    9697/10000 (96.97%), error:      1082.51599, best error:       972.21936 on epoch:    56, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 68.5467910767s, input_fired_time: 0.9286366105, output_fired_time: 0.7581057549, propagate_forward_time: 25.2774047852, propagate_backward_time: 39.3813781738, weight_update_time: 0.1130503267, other_time: 2.2012710571
epoch time: 5.8344464302s, input_fired_time: 0.1150332764, output_fired_time: 0.0000000000, propagate_forward_time: 5.3108034134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086098671
validation[          , genome  2725] predictions:    9702/  10000 (97.02%), best:    9697/10000 (96.97%), error:      1019.73425, best error:       972.21936 on epoch:    56, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 67.7089614868s, input_fired_time: 0.9246651530, output_fired_time: 0.7512111664, propagate_forward_time: 24.9377422333, propagate_backward_time: 38.9143028259, weight_update_time: 0.1126278713, other_time: 2.1810340881
epoch time: 5.3557968140s, input_fired_time: 0.1105670333, output_fired_time: 0.0000000000, propagate_forward_time: 4.8606123924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3846173286
validation[          , genome  2725] predictions:    9641/  10000 (96.41%), best:    9697/10000 (96.97%), error:      1235.86682, best error:       972.21936 on epoch:    56, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 69.4704437256s, input_fired_time: 0.9364620447, output_fired_time: 0.7693557739, propagate_forward_time: 25.6347579956, propagate_backward_time: 39.9130744934, weight_update_time: 0.1145837381, other_time: 2.2167930603
epoch time: 5.4425935745s, input_fired_time: 0.1111983508, output_fired_time: 0.0000000000, propagate_forward_time: 4.9426851273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887100220
validation[          , genome  2725] predictions:    9654/  10000 (96.54%), best:    9697/10000 (96.97%), error:      1098.34277, best error:       972.21936 on epoch:    56, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 70.6324462891s, input_fired_time: 0.9444501400, output_fired_time: 0.7794938684, propagate_forward_time: 26.0496101379, propagate_backward_time: 40.6193885803, weight_update_time: 0.1158652976, other_time: 2.2395019531
epoch time: 5.1048092842s, input_fired_time: 0.1103243455, output_fired_time: 0.0000000000, propagate_forward_time: 4.6231222153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713626862
validation[          , genome  2725] predictions:    9623/  10000 (96.23%), best:    9697/10000 (96.97%), error:      1321.76160, best error:       972.21936 on epoch:    56, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 70.2491683960s, input_fired_time: 0.9435476661, output_fired_time: 0.7769212127, propagate_forward_time: 25.9679317474, propagate_backward_time: 40.3277435303, weight_update_time: 0.1154782176, other_time: 2.2330169678
epoch time: 5.7860274315s, input_fired_time: 0.1170177758, output_fired_time: 0.0000000000, propagate_forward_time: 5.2617640495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4072456360
validation[          , genome  2725] predictions:    9698/  10000 (96.98%), best:    9697/10000 (96.97%), error:       997.40460, best error:       972.21936 on epoch:    56, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 70.1491317749s, input_fired_time: 0.9408568740, output_fired_time: 0.7761955261, propagate_forward_time: 25.8526077271, propagate_backward_time: 40.3594131470, weight_update_time: 0.1146272644, other_time: 2.2200622559
epoch time: 5.6443009377s, input_fired_time: 0.1115874499, output_fired_time: 0.0000000000, propagate_forward_time: 5.1324443817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002690315
validation[          , genome  2725] predictions:    9646/  10000 (96.46%), best:    9697/10000 (96.97%), error:      1186.01416, best error:       972.21936 on epoch:    56, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 69.9745712280s, input_fired_time: 0.9406816363, output_fired_time: 0.7696083784, propagate_forward_time: 25.8544597626, propagate_backward_time: 40.1831474304, weight_update_time: 0.1147588044, other_time: 2.2266731262
epoch time: 5.5843372345s, input_fired_time: 0.1139887497, output_fired_time: 0.0000000000, propagate_forward_time: 5.0757913589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3945569992
validation[          , genome  2725] predictions:    9687/  10000 (96.87%), best:    9697/10000 (96.97%), error:      1085.09631, best error:       972.21936 on epoch:    56, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 67.5255813599s, input_fired_time: 0.9255848527, output_fired_time: 0.7499084473, propagate_forward_time: 24.9628448486, propagate_backward_time: 38.7152519226, weight_update_time: 0.1119207814, other_time: 2.1719932556
epoch time: 5.3966665268s, input_fired_time: 0.1115055457, output_fired_time: 0.0000000000, propagate_forward_time: 4.8974170685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877439499
validation[          , genome  2725] predictions:    9665/  10000 (96.65%), best:    9697/10000 (96.97%), error:      1120.30310, best error:       972.21936 on epoch:    56, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 68.9196777344s, input_fired_time: 0.9338123798, output_fired_time: 0.7618654966, propagate_forward_time: 25.3718395233, propagate_backward_time: 39.6496086121, weight_update_time: 0.1135653481, other_time: 2.2025489807
epoch time: 5.8000564575s, input_fired_time: 0.1158360839, output_fired_time: 0.0000000000, propagate_forward_time: 5.2787585258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054617882
validation[          , genome  2725] predictions:    9662/  10000 (96.62%), best:    9697/10000 (96.97%), error:      1140.52734, best error:       972.21936 on epoch:    56, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 70.6535720825s, input_fired_time: 0.9445076585, output_fired_time: 0.7779330611, propagate_forward_time: 26.0949611664, propagate_backward_time: 40.5985794067, weight_update_time: 0.1152037829, other_time: 2.2375869751
epoch time: 5.7412981987s, input_fired_time: 0.1146052107, output_fired_time: 0.0000000000, propagate_forward_time: 5.2225451469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4041476250
validation[          , genome  2725] predictions:    9633/  10000 (96.33%), best:    9697/10000 (96.97%), error:      1189.98035, best error:       972.21936 on epoch:    56, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 70.4522171021s, input_fired_time: 0.9446209073, output_fired_time: 0.7727332711, propagate_forward_time: 26.0461502075, propagate_backward_time: 40.4404449463, weight_update_time: 0.1157977134, other_time: 2.2482681274
epoch time: 5.6682310104s, input_fired_time: 0.1146395504, output_fired_time: 0.0000000000, propagate_forward_time: 5.1562948227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972964287
validation[          , genome  2725] predictions:    9667/  10000 (96.67%), best:    9697/10000 (96.97%), error:      1096.19019, best error:       972.21936 on epoch:    56, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 72.1265258789s, input_fired_time: 0.9555919170, output_fired_time: 0.7946570516, propagate_forward_time: 26.6549377441, propagate_backward_time: 41.4476280212, weight_update_time: 0.1176260710, other_time: 2.2737159729
epoch time: 5.5541954041s, input_fired_time: 0.1115792841, output_fired_time: 0.0000000000, propagate_forward_time: 5.0452313423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3973846436
validation[          , genome  2725] predictions:    9686/  10000 (96.86%), best:    9697/10000 (96.97%), error:      1061.13538, best error:       972.21936 on epoch:    56, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 71.6344528198s, input_fired_time: 0.9515531063, output_fired_time: 0.7889567018, propagate_forward_time: 26.5120868683, propagate_backward_time: 41.1171875000, weight_update_time: 0.1170726046, other_time: 2.2646713257
epoch time: 5.6623392105s, input_fired_time: 0.1144316494, output_fired_time: 0.0000000000, propagate_forward_time: 5.1491169930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3987903595
validation[          , genome  2725] predictions:    9660/  10000 (96.60%), best:    9697/10000 (96.97%), error:      1136.82666, best error:       972.21936 on epoch:    56, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 70.7068252563s, input_fired_time: 0.9462976456, output_fired_time: 0.7804102302, propagate_forward_time: 26.1393165588, propagate_backward_time: 40.5928192139, weight_update_time: 0.1161387265, other_time: 2.2479820251
epoch time: 5.6746501923s, input_fired_time: 0.1133871898, output_fired_time: 0.0000000000, propagate_forward_time: 5.1616840363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3995790482
validation[          , genome  2725] predictions:    9688/  10000 (96.88%), best:    9697/10000 (96.97%), error:      1017.91797, best error:       972.21936 on epoch:    56, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 72.8925399780s, input_fired_time: 0.9611725807, output_fired_time: 0.7997055054, propagate_forward_time: 27.0051689148, propagate_backward_time: 41.8261337280, weight_update_time: 0.1188963428, other_time: 2.3003578186
epoch time: 6.1596703529s, input_fired_time: 0.1178723723, output_fired_time: 0.0000000000, propagate_forward_time: 5.6172952652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245028496
validation[          , genome  2725] predictions:    9496/  10000 (94.96%), best:    9697/10000 (96.97%), error:      1641.20435, best error:       972.21936 on epoch:    56, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 71.0546035767s, input_fired_time: 0.9519471526, output_fired_time: 0.7841644287, propagate_forward_time: 26.3175487518, propagate_backward_time: 40.7452964783, weight_update_time: 0.1164612696, other_time: 2.2556419373
epoch time: 5.8349652290s, input_fired_time: 0.1172113568, output_fired_time: 0.0000000000, propagate_forward_time: 5.3110809326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4066729546
validation[          , genome  2725] predictions:    9668/  10000 (96.68%), best:    9697/10000 (96.97%), error:      1100.68518, best error:       972.21936 on epoch:    56, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 70.9166641235s, input_fired_time: 0.9463175535, output_fired_time: 0.7801977992, propagate_forward_time: 26.2084865570, propagate_backward_time: 40.7352104187, weight_update_time: 0.1161940098, other_time: 2.2464485168
epoch time: 5.4658885002s, input_fired_time: 0.1098835319, output_fired_time: 0.0000000000, propagate_forward_time: 4.9649090767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910961151
validation[          , genome  2725] predictions:    9671/  10000 (96.71%), best:    9697/10000 (96.97%), error:      1081.08118, best error:       972.21936 on epoch:    56, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 71.4469451904s, input_fired_time: 0.9546818137, output_fired_time: 0.7864740491, propagate_forward_time: 26.5932464600, propagate_backward_time: 40.8592605591, weight_update_time: 0.1164919883, other_time: 2.2532806396
epoch time: 5.4716553688s, input_fired_time: 0.1119218096, output_fired_time: 0.0000000000, propagate_forward_time: 4.9692492485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3904843330
validation[          , genome  2725] predictions:    9666/  10000 (96.66%), best:    9697/10000 (96.97%), error:      1102.11108, best error:       972.21936 on epoch:    56, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 71.8400650024s, input_fired_time: 0.9582557678, output_fired_time: 0.7926191092, propagate_forward_time: 26.6182670593, propagate_backward_time: 41.2152557373, weight_update_time: 0.1165058017, other_time: 2.2556648254
epoch time: 5.4068593979s, input_fired_time: 0.1097560301, output_fired_time: 0.0000000000, propagate_forward_time: 4.9142689705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3828344345
validation[          , genome  2725] predictions:    9683/  10000 (96.83%), best:    9697/10000 (96.97%), error:      1047.48840, best error:       972.21936 on epoch:    56, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 71.7019729614s, input_fired_time: 0.9555061460, output_fired_time: 0.7875041366, propagate_forward_time: 26.5219306946, propagate_backward_time: 41.1732940674, weight_update_time: 0.1175006405, other_time: 2.2637367249
epoch time: 5.7616820335s, input_fired_time: 0.1141720787, output_fired_time: 0.0000000000, propagate_forward_time: 5.2455620766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019479752
validation[          , genome  2725] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:      1071.19360, best error:       972.21936 on epoch:    56, 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: 28.2812728882s, input_fired_time: 0.5626183152, output_fired_time: 0.0000000000, propagate_forward_time: 25.6612911224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0573635101
best training[          , genome  2725] predictions:   49377/  50000 (98.75%), best:    9697/10000 (96.97%), error:      2328.84595, best error:       972.21936 on epoch:    56, 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: 5.8154206276s, input_fired_time: 0.1138049737, output_fired_time: 0.0000000000, propagate_forward_time: 5.2952308655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063849449
   testing[          , genome  2725] predictions:    9742/  10000 (97.42%), best:    9697/10000 (96.97%), error:       896.34827, best error:       972.21936 on epoch:    56, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:55:47 (3356): called boinc_finish(0)

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