Nameexact_genome_1512568488_42_6175_0
Workunit2602132
Created7 Dec 2017, 18:22:48 UTC
Sent7 Dec 2017, 18:29:51 UTC
Report deadline11 Dec 2017, 6:55:10 UTC
Received8 Dec 2017, 6:03:59 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67278
Run time1 hours 43 min 9 sec
CPU time1 hours 41 min 52 sec
Validate stateValid
Credit879.40
Device peak FLOPS3.71 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.80 MB
Peak swap size152.18 MB
Peak disk usage1.97 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0978952125, output_fired_time: 0.0000000000, propagate_forward_time: 4.1561660767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709802628
validation[          , genome  6175] predictions:    9611/  10000 (96.11%), best:    9650/10000 (96.50%), error:      1234.49646, best error:      1184.41174 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 56.5350151062s, input_fired_time: 0.7914257050, output_fired_time: 0.8475757241, propagate_forward_time: 21.9653053284, propagate_backward_time: 30.8841800690, weight_update_time: 0.1260050535, other_time: 2.0465297699
epoch time: 4.6954298019s, input_fired_time: 0.0985740051, output_fired_time: 0.0000000000, propagate_forward_time: 4.2241740227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726816177
validation[          , genome  6175] predictions:    9638/  10000 (96.38%), best:    9650/10000 (96.50%), error:      1189.18298, best error:      1184.41174 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 55.9514122009s, input_fired_time: 0.7864733934, output_fired_time: 0.8463213444, propagate_forward_time: 21.5127906799, propagate_backward_time: 30.7641735077, weight_update_time: 0.1258527339, other_time: 2.0416545868
epoch time: 4.6361174583s, input_fired_time: 0.1023218110, output_fired_time: 0.0000000000, propagate_forward_time: 4.1620116234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717842102
validation[          , genome  6175] predictions:    9649/  10000 (96.49%), best:    9650/10000 (96.50%), error:      1187.79395, best error:      1184.41174 on epoch:     7, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 55.1864166260s, input_fired_time: 0.7895190120, output_fired_time: 0.8443048000, propagate_forward_time: 20.8225555420, propagate_backward_time: 30.6985626221, weight_update_time: 0.1251890063, other_time: 2.0314750671
epoch time: 4.6406645775s, input_fired_time: 0.0990087241, output_fired_time: 0.0000000000, propagate_forward_time: 4.1745238304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671321869
validation[          , genome  6175] predictions:    9631/  10000 (96.31%), best:    9650/10000 (96.50%), error:      1253.04504, best error:      1184.41174 on epoch:     7, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 55.9630813599s, input_fired_time: 0.7938082814, output_fired_time: 0.8459736705, propagate_forward_time: 21.4421138763, propagate_backward_time: 30.8451519012, weight_update_time: 0.1261894405, other_time: 2.0360355377
epoch time: 4.6932311058s, input_fired_time: 0.0983385965, output_fired_time: 0.0000000000, propagate_forward_time: 4.2214460373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734464645
validation[          , genome  6175] predictions:    9600/  10000 (96.00%), best:    9650/10000 (96.50%), error:      1364.09143, best error:      1184.41174 on epoch:     7, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 56.2323074341s, input_fired_time: 0.7935418487, output_fired_time: 0.8487848043, propagate_forward_time: 21.1561508179, propagate_backward_time: 31.3861408234, weight_update_time: 0.1266859919, other_time: 2.0476894379
epoch time: 4.7081241608s, input_fired_time: 0.0973410010, output_fired_time: 0.0000000000, propagate_forward_time: 4.2428727150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679103851
validation[          , genome  6175] predictions:    9624/  10000 (96.24%), best:    9650/10000 (96.50%), error:      1226.48364, best error:      1184.41174 on epoch:     7, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 55.5534629822s, input_fired_time: 0.7883449793, output_fired_time: 0.8514323235, propagate_forward_time: 20.9549446106, propagate_backward_time: 30.9211158752, weight_update_time: 0.1260936558, other_time: 2.0376243591
epoch time: 4.8385558128s, input_fired_time: 0.1045002714, output_fired_time: 0.0000000000, propagate_forward_time: 4.3323254585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4017300606
validation[          , genome  6175] predictions:    9643/  10000 (96.43%), best:    9643/10000 (96.43%), error:      1149.37231, best error:      1149.37231 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 55.3438644409s, input_fired_time: 0.7884851098, output_fired_time: 0.8457531929, propagate_forward_time: 20.8840942383, propagate_backward_time: 30.7943344116, weight_update_time: 0.1254639626, other_time: 2.0311965942
epoch time: 5.0510706902s, input_fired_time: 0.0999006853, output_fired_time: 0.0000000000, propagate_forward_time: 4.5787277222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724422455
validation[          , genome  6175] predictions:    9621/  10000 (96.21%), best:    9643/10000 (96.43%), error:      1255.83386, best error:      1149.37231 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 55.3318901062s, input_fired_time: 0.7932472229, output_fired_time: 0.8441118002, propagate_forward_time: 20.8465671539, propagate_backward_time: 30.8086624146, weight_update_time: 0.1257733852, other_time: 2.0392990112
epoch time: 4.7079701424s, input_fired_time: 0.1021456048, output_fired_time: 0.0000000000, propagate_forward_time: 4.2351980209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706264496
validation[          , genome  6175] predictions:    9573/  10000 (95.73%), best:    9643/10000 (96.43%), error:      1371.32251, best error:      1149.37231 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 55.7122726440s, input_fired_time: 0.8007529378, output_fired_time: 0.8476608396, propagate_forward_time: 21.1255283356, propagate_backward_time: 30.8973617554, weight_update_time: 0.1261778176, other_time: 2.0409698486
epoch time: 4.7311687469s, input_fired_time: 0.0994393975, output_fired_time: 0.0000000000, propagate_forward_time: 4.2641038895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676252365
validation[          , genome  6175] predictions:    9657/  10000 (96.57%), best:    9657/10000 (96.57%), error:      1093.65759, best error:      1093.65759 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 55.6636390686s, input_fired_time: 0.7982875705, output_fired_time: 0.8473327160, propagate_forward_time: 21.0762615204, propagate_backward_time: 30.8713855743, weight_update_time: 0.1424901187, other_time: 2.0703716278
epoch time: 4.7011637688s, input_fired_time: 0.0996739715, output_fired_time: 0.0000000000, propagate_forward_time: 4.2275924683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738975525
validation[          , genome  6175] predictions:    9640/  10000 (96.40%), best:    9657/10000 (96.57%), error:      1134.92285, best error:      1093.65759 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 55.4096717834s, input_fired_time: 0.7969431877, output_fired_time: 0.8471344113, propagate_forward_time: 20.8294658661, propagate_backward_time: 30.8908309937, weight_update_time: 0.1261431426, other_time: 2.0452957153
epoch time: 4.6972284317s, input_fired_time: 0.1016134098, output_fired_time: 0.0000000000, propagate_forward_time: 4.2270836830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685312271
validation[          , genome  6175] predictions:    9619/  10000 (96.19%), best:    9657/10000 (96.57%), error:      1262.77502, best error:      1093.65759 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 55.7297477722s, input_fired_time: 0.7945581675, output_fired_time: 0.8505961299, propagate_forward_time: 20.8706073761, propagate_backward_time: 30.8177146912, weight_update_time: 0.1259408742, other_time: 2.3962669373
epoch time: 4.6488862038s, input_fired_time: 0.1056117564, output_fired_time: 0.0000000000, propagate_forward_time: 4.1738162041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694581985
validation[          , genome  6175] predictions:    9634/  10000 (96.34%), best:    9657/10000 (96.57%), error:      1213.49426, best error:      1093.65759 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 55.3585624695s, input_fired_time: 0.7933330536, output_fired_time: 0.8447590470, propagate_forward_time: 20.7954254150, propagate_backward_time: 30.8858737946, weight_update_time: 0.1254959553, other_time: 2.0391712189
epoch time: 4.6995649338s, input_fired_time: 0.1028431132, output_fired_time: 0.0000000000, propagate_forward_time: 4.2242579460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724637032
validation[          , genome  6175] predictions:    9644/  10000 (96.44%), best:    9657/10000 (96.57%), error:      1208.81567, best error:      1093.65759 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 55.3636245728s, input_fired_time: 0.8020938635, output_fired_time: 0.8439664841, propagate_forward_time: 20.8952579498, propagate_backward_time: 30.7778644562, weight_update_time: 0.1259579659, other_time: 2.0444393158
epoch time: 4.6951065063s, input_fired_time: 0.1020562127, output_fired_time: 0.0000000000, propagate_forward_time: 4.2233343124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697161674
validation[          , genome  6175] predictions:    9668/  10000 (96.68%), best:    9657/10000 (96.57%), error:      1122.68494, best error:      1093.65759 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 55.7273216248s, input_fired_time: 0.8022194505, output_fired_time: 0.8486763835, propagate_forward_time: 21.1627445221, propagate_backward_time: 30.8667793274, weight_update_time: 0.1259087920, other_time: 2.0469017029
epoch time: 4.6594676971s, input_fired_time: 0.1004367694, output_fired_time: 0.0000000000, propagate_forward_time: 4.1902990341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687319756
validation[          , genome  6175] predictions:    9678/  10000 (96.78%), best:    9657/10000 (96.57%), error:      1110.62744, best error:      1093.65759 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 55.2615890503s, input_fired_time: 0.7952432036, output_fired_time: 0.8445349932, propagate_forward_time: 20.8351230621, propagate_backward_time: 30.7566528320, weight_update_time: 0.1253124028, other_time: 2.0300369263
epoch time: 4.6701450348s, input_fired_time: 0.1063941270, output_fired_time: 0.0000000000, propagate_forward_time: 4.1954331398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683176041
validation[          , genome  6175] predictions:    9599/  10000 (95.99%), best:    9657/10000 (96.57%), error:      1349.37695, best error:      1093.65759 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 55.7175941467s, input_fired_time: 0.8007262349, output_fired_time: 0.8460501432, propagate_forward_time: 20.8070831299, propagate_backward_time: 31.2245788574, weight_update_time: 0.1261135936, other_time: 2.0391540527
epoch time: 4.7104582787s, input_fired_time: 0.1026420742, output_fired_time: 0.0000000000, propagate_forward_time: 4.2391786575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686375618
validation[          , genome  6175] predictions:    9660/  10000 (96.60%), best:    9657/10000 (96.57%), error:      1192.30249, best error:      1093.65759 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 55.6790733337s, input_fired_time: 0.8013212681, output_fired_time: 0.8495966792, propagate_forward_time: 21.0461158752, propagate_backward_time: 30.9268493652, weight_update_time: 0.1278409958, other_time: 2.0551872253
epoch time: 5.1043481827s, input_fired_time: 0.1041791514, output_fired_time: 0.0000000000, propagate_forward_time: 4.6257119179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744568825
validation[          , genome  6175] predictions:    9599/  10000 (95.99%), best:    9657/10000 (96.57%), error:      1260.13257, best error:      1093.65759 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 55.5242347717s, input_fired_time: 0.8131479025, output_fired_time: 0.8455626369, propagate_forward_time: 20.9521827698, propagate_backward_time: 30.8717193604, weight_update_time: 0.1253575534, other_time: 2.0416221619
epoch time: 4.6764702797s, input_fired_time: 0.1021636948, output_fired_time: 0.0000000000, propagate_forward_time: 4.2057065964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685998917
validation[          , genome  6175] predictions:    9653/  10000 (96.53%), best:    9657/10000 (96.57%), error:      1094.05945, best error:      1093.65759 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 55.2636718750s, input_fired_time: 0.8024378419, output_fired_time: 0.8431895971, propagate_forward_time: 20.9411869049, propagate_backward_time: 30.6388778687, weight_update_time: 0.1252212822, other_time: 2.0379791260
epoch time: 4.6835846901s, input_fired_time: 0.1034329385, output_fired_time: 0.0000000000, propagate_forward_time: 4.2108740807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692774773
validation[          , genome  6175] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1066.36218, best error:      1066.36218 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 55.6423454285s, input_fired_time: 0.7987838387, output_fired_time: 0.8411004543, propagate_forward_time: 20.8162784576, propagate_backward_time: 31.1408576965, weight_update_time: 0.1256372631, other_time: 2.0453300476
epoch time: 4.6887836456s, input_fired_time: 0.1048748940, output_fired_time: 0.0000000000, propagate_forward_time: 4.2128086090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3710999489
validation[          , genome  6175] predictions:    9623/  10000 (96.23%), best:    9671/10000 (96.71%), error:      1206.69128, best error:      1066.36218 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 55.1167297363s, input_fired_time: 0.8038606048, output_fired_time: 0.8414041400, propagate_forward_time: 20.7789783478, propagate_backward_time: 30.6566791534, weight_update_time: 0.1250443161, other_time: 2.0358104706
epoch time: 4.6783885956s, input_fired_time: 0.1010202542, output_fired_time: 0.0000000000, propagate_forward_time: 4.2092981339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680701256
validation[          , genome  6175] predictions:    9677/  10000 (96.77%), best:    9671/10000 (96.71%), error:      1122.05078, best error:      1066.36218 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 55.4506950378s, input_fired_time: 0.7980325222, output_fired_time: 0.8472611904, propagate_forward_time: 20.8975124359, propagate_backward_time: 30.8619918823, weight_update_time: 0.1266644299, other_time: 2.0458984375
epoch time: 4.6573610306s, input_fired_time: 0.1002991423, output_fired_time: 0.0000000000, propagate_forward_time: 4.1889963150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680653572
validation[          , genome  6175] predictions:    9639/  10000 (96.39%), best:    9671/10000 (96.71%), error:      1252.66016, best error:      1066.36218 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 55.1452140808s, input_fired_time: 0.7926492691, output_fired_time: 0.8393628597, propagate_forward_time: 20.8224563599, propagate_backward_time: 30.6581096649, weight_update_time: 0.1252145916, other_time: 2.0326366425
epoch time: 4.6787843704s, input_fired_time: 0.0996525586, output_fired_time: 0.0000000000, propagate_forward_time: 4.2055554390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735761642
validation[          , genome  6175] predictions:    9641/  10000 (96.41%), best:    9671/10000 (96.71%), error:      1224.57324, best error:      1066.36218 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 55.7509727478s, input_fired_time: 0.7964493036, output_fired_time: 0.8471667767, propagate_forward_time: 21.2076244354, propagate_backward_time: 30.8578777313, weight_update_time: 0.1260963082, other_time: 2.0418567657
epoch time: 4.6637058258s, input_fired_time: 0.0987439752, output_fired_time: 0.0000000000, propagate_forward_time: 4.1941771507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707847595
validation[          , genome  6175] predictions:    9689/  10000 (96.89%), best:    9689/10000 (96.89%), error:      1045.39697, best error:      1045.39697 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 56.1543579102s, input_fired_time: 0.8013011217, output_fired_time: 0.8471831083, propagate_forward_time: 21.1240482330, propagate_backward_time: 31.3384437561, weight_update_time: 0.1259906292, other_time: 2.0433845520
epoch time: 4.6527361870s, input_fired_time: 0.0988963917, output_fired_time: 0.0000000000, propagate_forward_time: 4.1853785515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684611320
validation[          , genome  6175] predictions:    9602/  10000 (96.02%), best:    9689/10000 (96.89%), error:      1299.16248, best error:      1045.39697 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 56.9568519592s, input_fired_time: 0.8021801114, output_fired_time: 0.8500042558, propagate_forward_time: 20.9413585663, propagate_backward_time: 32.3160095215, weight_update_time: 0.1282975823, other_time: 2.0472946167
epoch time: 4.6787862778s, input_fired_time: 0.1032138020, output_fired_time: 0.0000000000, propagate_forward_time: 4.2050499916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705224991
validation[          , genome  6175] predictions:    9659/  10000 (96.59%), best:    9689/10000 (96.89%), error:      1114.94226, best error:      1045.39697 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 55.5064964294s, input_fired_time: 0.8086164594, output_fired_time: 0.8446848989, propagate_forward_time: 20.9452667236, propagate_backward_time: 30.8607444763, weight_update_time: 0.1260057241, other_time: 2.0471839905
epoch time: 4.6966028214s, input_fired_time: 0.1000821218, output_fired_time: 0.0000000000, propagate_forward_time: 4.2283563614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681645393
validation[          , genome  6175] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:      1029.44775, best error:      1029.44775 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 56.2733154297s, input_fired_time: 0.8054032922, output_fired_time: 0.8470584750, propagate_forward_time: 20.9859676361, propagate_backward_time: 31.5761890411, weight_update_time: 0.1266242862, other_time: 2.0586986542
epoch time: 4.7120332718s, input_fired_time: 0.1059663817, output_fired_time: 0.0000000000, propagate_forward_time: 4.2350969315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709697723
validation[          , genome  6175] predictions:    9646/  10000 (96.46%), best:    9705/10000 (97.05%), error:      1133.24622, best error:      1029.44775 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 55.9528770447s, input_fired_time: 0.8118838668, output_fired_time: 0.8508560061, propagate_forward_time: 21.2645473480, propagate_backward_time: 30.9873390198, weight_update_time: 0.1268354058, other_time: 2.0382499695
epoch time: 4.6155714989s, input_fired_time: 0.1050014049, output_fired_time: 0.0000000000, propagate_forward_time: 4.1411561966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694138527
validation[          , genome  6175] predictions:    9554/  10000 (95.54%), best:    9705/10000 (97.05%), error:      1409.34521, best error:      1029.44775 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 55.5121726990s, input_fired_time: 0.8071104884, output_fired_time: 0.8461906314, propagate_forward_time: 20.9293861389, propagate_backward_time: 30.8911399841, weight_update_time: 0.1259711087, other_time: 2.0383453369
epoch time: 4.6542420387s, input_fired_time: 0.1002934352, output_fired_time: 0.0000000000, propagate_forward_time: 4.1865944862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673539162
validation[          , genome  6175] predictions:    9619/  10000 (96.19%), best:    9705/10000 (97.05%), error:      1228.07568, best error:      1029.44775 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 55.8218650818s, input_fired_time: 0.8051745296, output_fired_time: 0.8490347266, propagate_forward_time: 21.2241935730, propagate_backward_time: 30.9015293121, weight_update_time: 0.1258677244, other_time: 2.0419330597
epoch time: 4.7030162811s, input_fired_time: 0.1020510495, output_fired_time: 0.0000000000, propagate_forward_time: 4.2326779366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682870865
validation[          , genome  6175] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:      1018.21973, best error:      1018.21973 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 57.2962074280s, input_fired_time: 0.8200169802, output_fired_time: 0.8507483602, propagate_forward_time: 21.3723297119, propagate_backward_time: 32.2124366760, weight_update_time: 0.1265396625, other_time: 2.0406723022
epoch time: 4.6117901802s, input_fired_time: 0.1045824066, output_fired_time: 0.0000000000, propagate_forward_time: 4.1376242638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695836067
validation[          , genome  6175] predictions:    9695/  10000 (96.95%), best:    9709/10000 (97.09%), error:      1075.46118, best error:      1018.21973 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 55.8706359863s, input_fired_time: 0.8112297058, output_fired_time: 0.8474081159, propagate_forward_time: 21.0960941315, propagate_backward_time: 31.0574245453, weight_update_time: 0.1263855696, other_time: 2.0584812164
epoch time: 4.6949186325s, input_fired_time: 0.1041178629, output_fired_time: 0.0000000000, propagate_forward_time: 4.2182559967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3725447655
validation[          , genome  6175] predictions:    9671/  10000 (96.71%), best:    9709/10000 (97.09%), error:      1082.49194, best error:      1018.21973 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 55.5103950500s, input_fired_time: 0.8067373037, output_fired_time: 0.8480761647, propagate_forward_time: 20.9547691345, propagate_backward_time: 30.8529453278, weight_update_time: 0.1261631101, other_time: 2.0478687286
epoch time: 4.6949515343s, input_fired_time: 0.0985785872, output_fired_time: 0.0000000000, propagate_forward_time: 4.2273688316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690042496
validation[          , genome  6175] predictions:    9600/  10000 (96.00%), best:    9709/10000 (97.09%), error:      1274.59839, best error:      1018.21973 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 55.5242004395s, input_fired_time: 0.8082619905, output_fired_time: 0.8454686403, propagate_forward_time: 20.9262695313, propagate_backward_time: 30.9019165039, weight_update_time: 0.1259816289, other_time: 2.0422821045
epoch time: 4.6184782982s, input_fired_time: 0.1026394293, output_fired_time: 0.0000000000, propagate_forward_time: 4.1398243904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760147095
validation[          , genome  6175] predictions:    9662/  10000 (96.62%), best:    9709/10000 (97.09%), error:      1061.02930, best error:      1018.21973 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 55.6440658569s, input_fired_time: 0.8041697741, output_fired_time: 0.8469197154, propagate_forward_time: 21.0168933868, propagate_backward_time: 30.9259815216, weight_update_time: 0.1263073385, other_time: 2.0501003265
epoch time: 4.6413741112s, input_fired_time: 0.1005895585, output_fired_time: 0.0000000000, propagate_forward_time: 4.1726632118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681211472
validation[          , genome  6175] predictions:    9625/  10000 (96.25%), best:    9709/10000 (97.09%), error:      1242.72961, best error:      1018.21973 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 55.9646530151s, input_fired_time: 0.8104161620, output_fired_time: 0.8486881852, propagate_forward_time: 21.2544002533, propagate_backward_time: 31.0075531006, weight_update_time: 0.1270556748, other_time: 2.0435943604
epoch time: 4.7121500969s, input_fired_time: 0.1000981107, output_fired_time: 0.0000000000, propagate_forward_time: 4.2423930168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696589470
validation[          , genome  6175] predictions:    9661/  10000 (96.61%), best:    9709/10000 (97.09%), error:      1088.51819, best error:      1018.21973 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 59.1658020020s, input_fired_time: 0.8077307940, output_fired_time: 0.8496906757, propagate_forward_time: 23.0465316772, propagate_backward_time: 32.4102363586, weight_update_time: 0.1267872453, other_time: 2.0516128540
epoch time: 4.6784830093s, input_fired_time: 0.1089765355, output_fired_time: 0.0000000000, propagate_forward_time: 4.2009482384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685584068
validation[          , genome  6175] predictions:    9640/  10000 (96.40%), best:    9709/10000 (97.09%), error:      1181.80310, best error:      1018.21973 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 56.6488037109s, input_fired_time: 0.8095815778, output_fired_time: 0.8481914997, propagate_forward_time: 22.0119018555, propagate_backward_time: 30.9316425323, weight_update_time: 0.1267488450, other_time: 2.0474872589
epoch time: 4.6597447395s, input_fired_time: 0.1028409749, output_fired_time: 0.0000000000, propagate_forward_time: 4.1896305084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672733307
validation[          , genome  6175] predictions:    9680/  10000 (96.80%), best:    9709/10000 (97.09%), error:      1098.07410, best error:      1018.21973 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 55.7300643921s, input_fired_time: 0.8016319275, output_fired_time: 0.8465349674, propagate_forward_time: 21.1033611298, propagate_backward_time: 30.9284896851, weight_update_time: 0.1260906309, other_time: 2.0500488281
epoch time: 4.7080330849s, input_fired_time: 0.1044719219, output_fired_time: 0.0000000000, propagate_forward_time: 4.2354612350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681001663
validation[          , genome  6175] predictions:    9693/  10000 (96.93%), best:    9709/10000 (97.09%), error:      1043.27612, best error:      1018.21973 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 55.6076927185s, input_fired_time: 0.8033055663, output_fired_time: 0.8477402925, propagate_forward_time: 20.9778213501, propagate_backward_time: 30.9478206635, weight_update_time: 0.1262973398, other_time: 2.0310039520
epoch time: 6.4801988602s, input_fired_time: 0.1283408999, output_fired_time: 0.0000000000, propagate_forward_time: 5.9731912613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3786668777
validation[          , genome  6175] predictions:    9665/  10000 (96.65%), best:    9709/10000 (97.09%), error:      1136.17810, best error:      1018.21973 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 55.5965385437s, input_fired_time: 0.7994396091, output_fired_time: 0.8462604284, propagate_forward_time: 21.0126514435, propagate_backward_time: 30.8983993530, weight_update_time: 0.1257341206, other_time: 2.0397872925
epoch time: 4.6537947655s, input_fired_time: 0.1008759588, output_fired_time: 0.0000000000, propagate_forward_time: 4.1879611015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649578094
validation[          , genome  6175] predictions:    9643/  10000 (96.43%), best:    9709/10000 (97.09%), error:      1142.20056, best error:      1018.21973 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 55.1808700562s, input_fired_time: 0.7998442054, output_fired_time: 0.8393194079, propagate_forward_time: 20.8481044769, propagate_backward_time: 30.6540641785, weight_update_time: 0.1250461042, other_time: 2.0395393372
epoch time: 4.7042679787s, input_fired_time: 0.1008370370, output_fired_time: 0.0000000000, propagate_forward_time: 4.2314224243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720083237
validation[          , genome  6175] predictions:    9662/  10000 (96.62%), best:    9709/10000 (97.09%), error:      1081.64319, best error:      1018.21973 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 55.4595832825s, input_fired_time: 0.8079620600, output_fired_time: 0.8466560245, propagate_forward_time: 20.8815460205, propagate_backward_time: 30.8886814117, weight_update_time: 0.1258123070, other_time: 2.0347385406
epoch time: 4.7018322945s, input_fired_time: 0.1014440581, output_fired_time: 0.0000000000, propagate_forward_time: 4.2255458832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748421669
validation[          , genome  6175] predictions:    9679/  10000 (96.79%), best:    9709/10000 (97.09%), error:      1041.52356, best error:      1018.21973 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 56.0082092285s, input_fired_time: 0.8152163029, output_fired_time: 0.8526009321, propagate_forward_time: 21.1787586212, propagate_backward_time: 31.1235160828, weight_update_time: 0.1262731999, other_time: 2.0381202698
epoch time: 4.7022967339s, input_fired_time: 0.1071200892, output_fired_time: 0.0000000000, propagate_forward_time: 4.2251973152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699793816
validation[          , genome  6175] predictions:    9673/  10000 (96.73%), best:    9709/10000 (97.09%), error:      1115.11035, best error:      1018.21973 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 60.1027870178s, input_fired_time: 0.8053935766, output_fired_time: 1.0472340584, propagate_forward_time: 22.2099723816, propagate_backward_time: 33.9898033142, weight_update_time: 0.1252568513, other_time: 2.0503845215
epoch time: 4.7143363953s, input_fired_time: 0.1000394747, output_fired_time: 0.0000000000, propagate_forward_time: 4.2452845573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690123558
validation[          , genome  6175] predictions:    9604/  10000 (96.04%), best:    9709/10000 (97.09%), error:      1312.47961, best error:      1018.21973 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 55.4235534668s, input_fired_time: 0.8092348576, output_fired_time: 0.8477908373, propagate_forward_time: 20.8962726593, propagate_backward_time: 30.8320159912, weight_update_time: 0.1260721534, other_time: 2.0382385254
epoch time: 4.6759448051s, input_fired_time: 0.1059983894, output_fired_time: 0.0000000000, propagate_forward_time: 4.1982736588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716726303
validation[          , genome  6175] predictions:    9557/  10000 (95.57%), best:    9709/10000 (97.09%), error:      1510.77734, best error:      1018.21973 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 56.5481452942s, input_fired_time: 0.8126196861, output_fired_time: 0.8461951613, propagate_forward_time: 21.7128486633, propagate_backward_time: 31.1132507324, weight_update_time: 0.1263103634, other_time: 2.0632324219
epoch time: 4.7012982368s, input_fired_time: 0.1047586873, output_fired_time: 0.0000000000, propagate_forward_time: 4.2243466377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721928596
validation[          , genome  6175] predictions:    9617/  10000 (96.17%), best:    9709/10000 (97.09%), error:      1268.32874, best error:      1018.21973 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 60.7134170532s, input_fired_time: 0.8009943962, output_fired_time: 0.8578714728, propagate_forward_time: 25.2268962860, propagate_backward_time: 31.7731151581, weight_update_time: 0.1255991608, other_time: 2.0545368195
epoch time: 4.7037706375s, input_fired_time: 0.1025551707, output_fired_time: 0.0000000000, propagate_forward_time: 4.2326178551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685975075
validation[          , genome  6175] predictions:    9684/  10000 (96.84%), best:    9709/10000 (97.09%), error:      1085.92261, best error:      1018.21973 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 56.1721801758s, input_fired_time: 0.8021064997, output_fired_time: 0.8476210237, propagate_forward_time: 21.4622764587, propagate_backward_time: 31.0187168121, weight_update_time: 0.1265391856, other_time: 2.0414600372
epoch time: 4.6988120079s, input_fired_time: 0.1012548059, output_fired_time: 0.0000000000, propagate_forward_time: 4.2243671417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731899261
validation[          , genome  6175] predictions:    9687/  10000 (96.87%), best:    9709/10000 (97.09%), error:      1059.09985, best error:      1018.21973 on epoch:    46, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 56.0641975403s, input_fired_time: 0.8100947738, output_fired_time: 0.8465363979, propagate_forward_time: 21.0958900452, propagate_backward_time: 31.2656135559, weight_update_time: 0.1261624396, other_time: 2.0460662842
epoch time: 4.6655807495s, input_fired_time: 0.1004023254, output_fired_time: 0.0000000000, propagate_forward_time: 4.1935167313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716616631
validation[          , genome  6175] predictions:    9675/  10000 (96.75%), best:    9709/10000 (97.09%), error:      1074.30457, best error:      1018.21973 on epoch:    46, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 59.1189041138s, input_fired_time: 0.8473115563, output_fired_time: 0.8448325396, propagate_forward_time: 21.1327075958, propagate_backward_time: 34.0531692505, weight_update_time: 0.1259769797, other_time: 2.2408828735
epoch time: 4.6563782692s, input_fired_time: 0.1065208688, output_fired_time: 0.0000000000, propagate_forward_time: 4.1777019501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721556664
validation[          , genome  6175] predictions:    9661/  10000 (96.61%), best:    9709/10000 (97.09%), error:      1123.48059, best error:      1018.21973 on epoch:    46, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 55.5601730347s, input_fired_time: 0.8084105849, output_fired_time: 0.8528283834, propagate_forward_time: 20.9750919342, propagate_backward_time: 30.8857364655, weight_update_time: 0.1259743869, other_time: 2.0381069183
epoch time: 4.6971316338s, input_fired_time: 0.1023918167, output_fired_time: 0.0000000000, propagate_forward_time: 4.2210621834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736777306
validation[          , genome  6175] predictions:    9601/  10000 (96.01%), best:    9709/10000 (97.09%), error:      1344.17236, best error:      1018.21973 on epoch:    46, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 58.2977523804s, input_fired_time: 0.8090402484, output_fired_time: 1.0062344074, propagate_forward_time: 21.0204677582, propagate_backward_time: 33.4165306091, weight_update_time: 0.1259858310, other_time: 2.0454826355
epoch time: 4.6848864555s, input_fired_time: 0.1050746962, output_fired_time: 0.0000000000, propagate_forward_time: 4.2114977837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683137894
validation[          , genome  6175] predictions:    9665/  10000 (96.65%), best:    9709/10000 (97.09%), error:      1132.79395, best error:      1018.21973 on epoch:    46, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 55.4763908386s, input_fired_time: 0.8067144752, output_fired_time: 0.8463923335, propagate_forward_time: 20.8930644989, propagate_backward_time: 30.8901462555, weight_update_time: 0.1268910617, other_time: 2.0400753021
epoch time: 4.7042856216s, input_fired_time: 0.1011352912, output_fired_time: 0.0000000000, propagate_forward_time: 4.2340412140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3691091537
validation[          , genome  6175] predictions:    9694/  10000 (96.94%), best:    9709/10000 (97.09%), error:      1054.60742, best error:      1018.21973 on epoch:    46, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 55.2875328064s, input_fired_time: 0.7983586192, output_fired_time: 0.8435742259, propagate_forward_time: 20.7973690033, propagate_backward_time: 30.8086891174, weight_update_time: 0.1262221336, other_time: 2.0395393372
epoch time: 4.6760640144s, input_fired_time: 0.1004862338, output_fired_time: 0.0000000000, propagate_forward_time: 4.2078719139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677058220
validation[          , genome  6175] predictions:    9653/  10000 (96.53%), best:    9709/10000 (97.09%), error:      1108.38013, best error:      1018.21973 on epoch:    46, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 55.6188392639s, input_fired_time: 0.8004629016, output_fired_time: 0.8515955210, propagate_forward_time: 20.9662532806, propagate_backward_time: 30.9549751282, weight_update_time: 0.1264844537, other_time: 2.0455513000
epoch time: 5.5985999107s, input_fired_time: 0.1062030718, output_fired_time: 0.0000000000, propagate_forward_time: 5.1227602959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696365356
validation[          , genome  6175] predictions:    9626/  10000 (96.26%), best:    9709/10000 (97.09%), error:      1254.09460, best error:      1018.21973 on epoch:    46, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 55.4446601868s, input_fired_time: 0.8024244308, output_fired_time: 0.8447880745, propagate_forward_time: 20.8331737518, propagate_backward_time: 30.9193038940, weight_update_time: 0.1255360842, other_time: 2.0449676514
epoch time: 4.6833686829s, input_fired_time: 0.1010793746, output_fired_time: 0.0000000000, propagate_forward_time: 4.2099771500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723120689
validation[          , genome  6175] predictions:    9674/  10000 (96.74%), best:    9709/10000 (97.09%), error:      1066.01135, best error:      1018.21973 on epoch:    46, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 55.8213233948s, input_fired_time: 0.8068583608, output_fired_time: 0.8485917449, propagate_forward_time: 20.9890022278, propagate_backward_time: 31.1319942474, weight_update_time: 0.1261812449, other_time: 2.0448780060
epoch time: 4.6790256500s, input_fired_time: 0.1009716466, output_fired_time: 0.0000000000, propagate_forward_time: 4.2096834183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683705330
validation[          , genome  6175] predictions:    9405/  10000 (94.05%), best:    9709/10000 (97.09%), error:      2117.92236, best error:      1018.21973 on epoch:    46, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 55.5457725525s, input_fired_time: 0.8029429913, output_fired_time: 0.8480141163, propagate_forward_time: 20.9554595947, propagate_backward_time: 30.9058284760, weight_update_time: 0.1259520054, other_time: 2.0335254669
epoch time: 4.6791682243s, input_fired_time: 0.1011546329, output_fired_time: 0.0000000000, propagate_forward_time: 4.2068524361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711609840
validation[          , genome  6175] predictions:    9654/  10000 (96.54%), best:    9709/10000 (97.09%), error:      1143.46509, best error:      1018.21973 on epoch:    46, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 60.5309333801s, input_fired_time: 0.7989158034, output_fired_time: 0.8931099772, propagate_forward_time: 21.6902141571, propagate_backward_time: 33.0918083191, weight_update_time: 0.3467520773, other_time: 4.0568885803
epoch time: 4.6393733025s, input_fired_time: 0.1022792757, output_fired_time: 0.0000000000, propagate_forward_time: 4.1674761772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696179390
validation[          , genome  6175] predictions:    9636/  10000 (96.36%), best:    9709/10000 (97.09%), error:      1178.40344, best error:      1018.21973 on epoch:    46, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 55.7760696411s, input_fired_time: 0.8040071726, output_fired_time: 0.8469263315, propagate_forward_time: 20.9011936188, propagate_backward_time: 31.1905937195, weight_update_time: 0.1258711964, other_time: 2.0333442688
epoch time: 4.6675086021s, input_fired_time: 0.1012707949, output_fired_time: 0.0000000000, propagate_forward_time: 4.1949186325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713192940
validation[          , genome  6175] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       977.64386, best error:       977.64386 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 55.7471351624s, input_fired_time: 0.8026645184, output_fired_time: 0.8478533626, propagate_forward_time: 21.1171817780, propagate_backward_time: 30.9347171783, weight_update_time: 0.1260435432, other_time: 2.0447139740
epoch time: 4.6974682808s, input_fired_time: 0.1027528569, output_fired_time: 0.0000000000, propagate_forward_time: 4.2207207680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739948273
validation[          , genome  6175] predictions:    9684/  10000 (96.84%), best:    9718/10000 (97.18%), error:      1083.66772, best error:       977.64386 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 55.3626861572s, input_fired_time: 0.8014381528, output_fired_time: 0.8441325426, propagate_forward_time: 20.8911132813, propagate_backward_time: 30.7952022552, weight_update_time: 0.1252797991, other_time: 2.0308017731
epoch time: 4.6180324554s, input_fired_time: 0.1006468385, output_fired_time: 0.0000000000, propagate_forward_time: 4.1476149559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697705269
validation[          , genome  6175] predictions:    9690/  10000 (96.90%), best:    9718/10000 (97.18%), error:      1019.32886, best error:       977.64386 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 55.1904296875s, input_fired_time: 0.7986425161, output_fired_time: 0.8427726626, propagate_forward_time: 20.7749538422, propagate_backward_time: 30.7351169586, weight_update_time: 0.1251998246, other_time: 2.0389461517
epoch time: 4.6812620163s, input_fired_time: 0.1009837463, output_fired_time: 0.0000000000, propagate_forward_time: 4.2129354477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673429489
validation[          , genome  6175] predictions:    9688/  10000 (96.88%), best:    9718/10000 (97.18%), error:      1052.01318, best error:       977.64386 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 55.2609100342s, input_fired_time: 0.7942081094, output_fired_time: 0.8421244025, propagate_forward_time: 20.7763595581, propagate_backward_time: 30.8115234375, weight_update_time: 0.1256214976, other_time: 2.0366935730
epoch time: 4.6465172768s, input_fired_time: 0.1016414687, output_fired_time: 0.0000000000, propagate_forward_time: 4.1745848656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702907562
validation[          , genome  6175] predictions:    9684/  10000 (96.84%), best:    9718/10000 (97.18%), error:      1045.42444, best error:       977.64386 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 55.7947158813s, input_fired_time: 0.8003389239, output_fired_time: 0.8495695591, propagate_forward_time: 21.0620975494, propagate_backward_time: 31.0450344086, weight_update_time: 0.1264941841, other_time: 2.0376758575
epoch time: 4.6890096664s, input_fired_time: 0.1000205502, output_fired_time: 0.0000000000, propagate_forward_time: 4.2157773972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732118607
validation[          , genome  6175] predictions:    9658/  10000 (96.58%), best:    9718/10000 (97.18%), error:      1127.48157, best error:       977.64386 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 55.8568954468s, input_fired_time: 0.9086997509, output_fired_time: 0.8433307409, propagate_forward_time: 21.1705169678, propagate_backward_time: 30.8967723846, weight_update_time: 0.1255354881, other_time: 2.0375766754
epoch time: 4.8922719955s, input_fired_time: 0.1480899155, output_fired_time: 0.0000000000, propagate_forward_time: 4.3713178635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728642464
validation[          , genome  6175] predictions:    9683/  10000 (96.83%), best:    9718/10000 (97.18%), error:      1055.62781, best error:       977.64386 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 55.7192153931s, input_fired_time: 0.7983849645, output_fired_time: 0.8497228026, propagate_forward_time: 20.9790916443, propagate_backward_time: 31.0563583374, weight_update_time: 0.1265060306, other_time: 2.0356559753
epoch time: 4.6832351685s, input_fired_time: 0.1011355445, output_fired_time: 0.0000000000, propagate_forward_time: 4.2146410942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674583435
validation[          , genome  6175] predictions:    9694/  10000 (96.94%), best:    9718/10000 (97.18%), error:      1051.59863, best error:       977.64386 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 55.7959938049s, input_fired_time: 0.7960367203, output_fired_time: 0.8466045260, propagate_forward_time: 20.9686737061, propagate_backward_time: 31.1494846344, weight_update_time: 0.1256571859, other_time: 2.0351963043
epoch time: 4.6426081657s, input_fired_time: 0.1024127230, output_fired_time: 0.0000000000, propagate_forward_time: 4.1684308052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717646599
validation[          , genome  6175] predictions:    9672/  10000 (96.72%), best:    9718/10000 (97.18%), error:      1071.88538, best error:       977.64386 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 55.8068923950s, input_fired_time: 0.8060330153, output_fired_time: 0.8478289843, propagate_forward_time: 21.0719795227, propagate_backward_time: 31.0289649963, weight_update_time: 0.1266949475, other_time: 2.0520858765
epoch time: 4.6861166954s, input_fired_time: 0.1025980487, output_fired_time: 0.0000000000, propagate_forward_time: 4.2156701088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678483963
validation[          , genome  6175] predictions:    9700/  10000 (97.00%), best:    9718/10000 (97.18%), error:      1046.60767, best error:       977.64386 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 55.7916755676s, input_fired_time: 0.8027263284, output_fired_time: 0.8485044837, propagate_forward_time: 21.0689926147, propagate_backward_time: 31.0224971771, weight_update_time: 0.1281133145, other_time: 2.0489559174
epoch time: 4.6573934555s, input_fired_time: 0.1003552601, output_fired_time: 0.0000000000, propagate_forward_time: 4.1877698898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692684174
validation[          , genome  6175] predictions:    9685/  10000 (96.85%), best:    9718/10000 (97.18%), error:      1065.87378, best error:       977.64386 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 55.4373321533s, input_fired_time: 0.8038261533, output_fired_time: 0.8449143171, propagate_forward_time: 20.9369010925, propagate_backward_time: 30.8027133942, weight_update_time: 0.1257678717, other_time: 2.0489788055
epoch time: 4.7001137733s, input_fired_time: 0.1032814234, output_fired_time: 0.0000000000, propagate_forward_time: 4.2241535187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726787567
validation[          , genome  6175] predictions:    9699/  10000 (96.99%), best:    9718/10000 (97.18%), error:      1089.76941, best error:       977.64386 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 55.5086250305s, input_fired_time: 0.7989473939, output_fired_time: 0.8469501138, propagate_forward_time: 20.8784465790, propagate_backward_time: 30.9414710999, weight_update_time: 0.1257895827, other_time: 2.0428123474
epoch time: 4.7017059326s, input_fired_time: 0.1053660065, output_fired_time: 0.0000000000, propagate_forward_time: 4.2235660553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727736473
validation[          , genome  6175] predictions:    9698/  10000 (96.98%), best:    9718/10000 (97.18%), error:      1020.08276, best error:       977.64386 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 55.7155876160s, input_fired_time: 0.8052214980, output_fired_time: 0.8458359241, propagate_forward_time: 21.0534324646, propagate_backward_time: 30.9549350739, weight_update_time: 0.1266233474, other_time: 2.0561618805
epoch time: 4.6830449104s, input_fired_time: 0.1010057405, output_fired_time: 0.0000000000, propagate_forward_time: 4.2113127708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707265854
validation[          , genome  6175] predictions:    9699/  10000 (96.99%), best:    9718/10000 (97.18%), error:      1051.18823, best error:       977.64386 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 55.1059684753s, input_fired_time: 0.7988225222, output_fired_time: 0.8424785733, propagate_forward_time: 20.7504692078, propagate_backward_time: 30.6699047089, weight_update_time: 0.1250937581, other_time: 2.0442905426
epoch time: 4.7005567551s, input_fired_time: 0.1026629135, output_fired_time: 0.0000000000, propagate_forward_time: 4.2250027657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728909492
validation[          , genome  6175] predictions:    9643/  10000 (96.43%), best:    9718/10000 (97.18%), error:      1170.14856, best error:       977.64386 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 55.5450401306s, input_fired_time: 0.7987141609, output_fired_time: 0.8483526707, propagate_forward_time: 20.8759651184, propagate_backward_time: 30.9837665558, weight_update_time: 0.1255810261, other_time: 2.0382404327
epoch time: 4.6986665726s, input_fired_time: 0.1016725823, output_fired_time: 0.0000000000, propagate_forward_time: 4.2243819237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726119995
validation[          , genome  6175] predictions:    9678/  10000 (96.78%), best:    9718/10000 (97.18%), error:      1121.89771, best error:       977.64386 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 55.2894859314s, input_fired_time: 0.8016788960, output_fired_time: 0.8444560170, propagate_forward_time: 20.8191833496, propagate_backward_time: 30.7781143188, weight_update_time: 0.1255457997, other_time: 2.0460548401
epoch time: 4.6414556503s, input_fired_time: 0.1001360789, output_fired_time: 0.0000000000, propagate_forward_time: 4.1724338531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688855171
validation[          , genome  6175] predictions:    9560/  10000 (95.60%), best:    9718/10000 (97.18%), error:      1454.60693, best error:       977.64386 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 57.9359092712s, input_fired_time: 0.7972349524, output_fired_time: 0.8457872272, propagate_forward_time: 20.9510936737, propagate_backward_time: 33.2901840210, weight_update_time: 0.1261337847, other_time: 2.0516128540
epoch time: 4.6343536377s, input_fired_time: 0.1028581783, output_fired_time: 0.0000000000, propagate_forward_time: 4.1620159149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694796562
validation[          , genome  6175] predictions:    9661/  10000 (96.61%), best:    9718/10000 (97.18%), error:      1213.19885, best error:       977.64386 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 58.6197052002s, input_fired_time: 0.7969215512, output_fired_time: 0.8459541202, propagate_forward_time: 23.1764354706, propagate_backward_time: 31.7540969849, weight_update_time: 0.1257404089, other_time: 2.0462951660
epoch time: 4.6644630432s, input_fired_time: 0.1012185663, output_fired_time: 0.0000000000, propagate_forward_time: 4.1936402321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696041107
validation[          , genome  6175] predictions:    9712/  10000 (97.12%), best:    9718/10000 (97.18%), error:       978.02179, best error:       977.64386 on epoch:    77, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 57.0651817322s, input_fired_time: 0.7993510365, output_fired_time: 0.8478248715, propagate_forward_time: 20.8691940308, propagate_backward_time: 32.5166091919, weight_update_time: 0.1258457750, other_time: 2.0322036743
epoch time: 5.5034775734s, input_fired_time: 0.1023611054, output_fired_time: 0.0000000000, propagate_forward_time: 5.0322904587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688259125
validation[          , genome  6175] predictions:    9673/  10000 (96.73%), best:    9718/10000 (97.18%), error:      1109.17224, best error:       977.64386 on epoch:    77, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 55.6010818481s, input_fired_time: 0.7981484532, output_fired_time: 0.8477438092, propagate_forward_time: 20.8958358765, propagate_backward_time: 31.0171718597, weight_update_time: 0.1272650659, other_time: 2.0421810150
epoch time: 4.6924824715s, input_fired_time: 0.1017482877, output_fired_time: 0.0000000000, propagate_forward_time: 4.2227716446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679623604
validation[          , genome  6175] predictions:    9663/  10000 (96.63%), best:    9718/10000 (97.18%), error:      1143.22168, best error:       977.64386 on epoch:    77, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 55.7648582458s, input_fired_time: 0.7994097471, output_fired_time: 0.8505417109, propagate_forward_time: 20.9955234528, propagate_backward_time: 31.0796623230, weight_update_time: 0.1262589991, other_time: 2.0397224426
epoch time: 4.6807079315s, input_fired_time: 0.1008297428, output_fired_time: 0.0000000000, propagate_forward_time: 4.2089672089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709111214
validation[          , genome  6175] predictions:    9668/  10000 (96.68%), best:    9718/10000 (97.18%), error:      1129.28394, best error:       977.64386 on epoch:    77, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 55.2982749939s, input_fired_time: 0.8000891805, output_fired_time: 0.8456731439, propagate_forward_time: 20.8049354553, propagate_backward_time: 30.8105106354, weight_update_time: 0.1258961111, other_time: 2.0370655060
epoch time: 4.6923160553s, input_fired_time: 0.1018757150, output_fired_time: 0.0000000000, propagate_forward_time: 4.2223186493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681216240
validation[          , genome  6175] predictions:    9668/  10000 (96.68%), best:    9718/10000 (97.18%), error:      1145.26953, best error:       977.64386 on epoch:    77, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 56.0839614868s, input_fired_time: 0.8019976616, output_fired_time: 0.8492432833, propagate_forward_time: 21.1943683624, propagate_backward_time: 31.2017173767, weight_update_time: 0.1263649315, other_time: 2.0366325378
epoch time: 4.6538405418s, input_fired_time: 0.1034411341, output_fired_time: 0.0000000000, propagate_forward_time: 4.1816673279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687319756
validation[          , genome  6175] predictions:    9652/  10000 (96.52%), best:    9718/10000 (97.18%), error:      1126.91357, best error:       977.64386 on epoch:    77, 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: 23.4156265259s, input_fired_time: 0.5070453882, output_fired_time: 0.0000000000, propagate_forward_time: 21.0260086060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8825721741
best training[          , genome  6175] predictions:   49346/  50000 (98.69%), best:    9718/10000 (97.18%), error:      2497.31274, best error:       977.64386 on epoch:    77, 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: 4.6727404594s, input_fired_time: 0.1057846695, output_fired_time: 0.0000000000, propagate_forward_time: 4.1963014603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706541061
   testing[          , genome  6175] predictions:    9758/  10000 (97.58%), best:    9718/10000 (97.18%), error:       872.37988, best error:       977.64386 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:16:26 (3432): called boinc_finish(0)

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