Nameexact_genome_1512568488_41_6892_1
Workunit2605724
Created7 Dec 2017, 22:35:13 UTC
Sent7 Dec 2017, 22:42:43 UTC
Report deadline15 Dec 2017, 15:14:15 UTC
Received8 Dec 2017, 17:17:52 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID50930
Run time3 hours 44 min 39 sec
CPU time3 hours 36 min 11 sec
Validate stateValid
Credit1,922.14
Device peak FLOPS2.37 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size109.99 MB
Peak swap size108.61 MB
Peak disk usage1.72 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
ime: 0.6102933884
validation[          , genome  6892] predictions:    9632/  10000 (96.32%), best:    9702/10000 (97.02%), error:      1192.46936, best error:      1012.57782 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 130.4786682129s, input_fired_time: 3.4039287567, output_fired_time: 1.5995658636, propagate_forward_time: 44.8377952576, propagate_backward_time: 76.3558425903, weight_update_time: 0.1790622175, other_time: 4.2815322876
epoch time: 10.2994861603s, input_fired_time: 0.1953028291, output_fired_time: 0.0000000000, propagate_forward_time: 9.5084943771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956888199
validation[          , genome  6892] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       927.26886, best error:       927.26886 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 130.5046234131s, input_fired_time: 2.4276525974, output_fired_time: 1.6009325981, propagate_forward_time: 45.8326873779, propagate_backward_time: 76.3391799927, weight_update_time: 0.1787270904, other_time: 4.3041687012
epoch time: 10.3772096634s, input_fired_time: 0.1977078766, output_fired_time: 0.0000000000, propagate_forward_time: 9.5755586624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6039428711
validation[          , genome  6892] predictions:    9637/  10000 (96.37%), best:    9724/10000 (97.24%), error:      1179.80847, best error:       927.26886 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 131.0674438477s, input_fired_time: 2.4182722569, output_fired_time: 1.6057617664, propagate_forward_time: 46.8385353088, propagate_backward_time: 76.9078292847, weight_update_time: 0.1782578975, other_time: 3.2970504761
epoch time: 10.3596143723s, input_fired_time: 0.1986494660, output_fired_time: 0.0000000000, propagate_forward_time: 9.5678758621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5930891037
validation[          , genome  6892] predictions:    9624/  10000 (96.24%), best:    9724/10000 (97.24%), error:      1183.46094, best error:       927.26886 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 131.9257202148s, input_fired_time: 2.4215476513, output_fired_time: 1.6092660427, propagate_forward_time: 49.8581314087, propagate_backward_time: 74.7184982300, weight_update_time: 0.1803640276, other_time: 3.3182678223
epoch time: 10.3123102188s, input_fired_time: 0.1974364817, output_fired_time: 0.0000000000, propagate_forward_time: 9.5184688568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5964050293
validation[          , genome  6892] predictions:    9678/  10000 (96.78%), best:    9724/10000 (97.24%), error:      1089.46179, best error:       927.26886 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 131.2530059814s, input_fired_time: 2.4287621975, output_fired_time: 1.6073216200, propagate_forward_time: 44.7535667419, propagate_backward_time: 77.9581604004, weight_update_time: 0.1789616197, other_time: 4.5052032471
epoch time: 10.3435649872s, input_fired_time: 0.2090568542, output_fired_time: 0.0000000000, propagate_forward_time: 9.5275812149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6069269180
validation[          , genome  6892] predictions:    9693/  10000 (96.93%), best:    9724/10000 (97.24%), error:      1022.59534, best error:       927.26886 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 131.1768646240s, input_fired_time: 2.4317984581, output_fired_time: 1.6160234213, propagate_forward_time: 48.9663925171, propagate_backward_time: 73.8662490845, weight_update_time: 0.1780894399, other_time: 4.2964096069
epoch time: 10.4452352524s, input_fired_time: 0.1995855570, output_fired_time: 0.0000000000, propagate_forward_time: 9.6486711502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5969781876
validation[          , genome  6892] predictions:    9644/  10000 (96.44%), best:    9724/10000 (97.24%), error:      1147.32434, best error:       927.26886 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 131.2271728516s, input_fired_time: 2.4367742538, output_fired_time: 1.6154098511, propagate_forward_time: 47.9497604370, propagate_backward_time: 74.8964462280, weight_update_time: 0.1787629575, other_time: 4.3287887573
epoch time: 10.3448905945s, input_fired_time: 0.2020314783, output_fired_time: 0.0000000000, propagate_forward_time: 9.5429067612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5999526978
validation[          , genome  6892] predictions:    9649/  10000 (96.49%), best:    9724/10000 (97.24%), error:      1133.96289, best error:       927.26886 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 131.1215972900s, input_fired_time: 3.5383403301, output_fired_time: 1.5967737436, propagate_forward_time: 47.8730468750, propagate_backward_time: 74.8041000366, weight_update_time: 0.1783323437, other_time: 3.3093414307
epoch time: 10.3457221985s, input_fired_time: 0.1951181144, output_fired_time: 0.0000000000, propagate_forward_time: 9.5512189865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5993852615
validation[          , genome  6892] predictions:    9704/  10000 (97.04%), best:    9724/10000 (97.24%), error:       999.90833, best error:       927.26886 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 132.1119689941s, input_fired_time: 2.4319534302, output_fired_time: 1.5917438269, propagate_forward_time: 45.8174514771, propagate_backward_time: 78.9602355957, weight_update_time: 0.1801983714, other_time: 3.3105850220
epoch time: 10.4229679108s, input_fired_time: 0.1987644434, output_fired_time: 0.0000000000, propagate_forward_time: 9.6285486221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956544876
validation[          , genome  6892] predictions:    9654/  10000 (96.54%), best:    9724/10000 (97.24%), error:      1146.20996, best error:       927.26886 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 134.7068786621s, input_fired_time: 2.4897546768, output_fired_time: 1.6620612144, propagate_forward_time: 47.0703353882, propagate_backward_time: 80.0413589478, weight_update_time: 0.1887664199, other_time: 3.4433593750
epoch time: 10.3652667999s, input_fired_time: 0.2038770616, output_fired_time: 0.0000000000, propagate_forward_time: 9.5617456436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5996437073
validation[          , genome  6892] predictions:    9653/  10000 (96.53%), best:    9724/10000 (97.24%), error:      1141.19653, best error:       927.26886 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 131.1323852539s, input_fired_time: 2.4317111969, output_fired_time: 1.6113184690, propagate_forward_time: 48.0610313416, propagate_backward_time: 75.7366714478, weight_update_time: 0.1763842851, other_time: 3.2916488647
epoch time: 10.3467435837s, input_fired_time: 0.1981311142, output_fired_time: 0.0000000000, propagate_forward_time: 9.5524835587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5961284637
validation[          , genome  6892] predictions:    9715/  10000 (97.15%), best:    9724/10000 (97.24%), error:      1015.07428, best error:       927.26886 on epoch:    15, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 130.8124084473s, input_fired_time: 2.4184823036, output_fired_time: 2.5787088871, propagate_forward_time: 45.7815971375, propagate_backward_time: 75.7493209839, weight_update_time: 0.1783857346, other_time: 4.2842941284
epoch time: 10.3850030899s, input_fired_time: 0.2013774514, output_fired_time: 0.0000000000, propagate_forward_time: 9.5842714310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5993537903
validation[          , genome  6892] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       889.26605, best error:       889.26605 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 130.8597564697s, input_fired_time: 2.4284029007, output_fired_time: 1.5994879007, propagate_forward_time: 49.6439323425, propagate_backward_time: 73.8701782227, weight_update_time: 0.1809212714, other_time: 3.3177490234
epoch time: 10.3347568512s, input_fired_time: 0.1998641193, output_fired_time: 0.0000000000, propagate_forward_time: 9.5287265778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6061658859
validation[          , genome  6892] predictions:    9719/  10000 (97.19%), best:    9732/10000 (97.32%), error:       964.39856, best error:       889.26605 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 129.8240814209s, input_fired_time: 2.4386942387, output_fired_time: 2.5898509026, propagate_forward_time: 44.7352714539, propagate_backward_time: 76.7555770874, weight_update_time: 0.1781155765, other_time: 3.3046798706
epoch time: 10.3760623932s, input_fired_time: 0.2028833777, output_fired_time: 0.0000000000, propagate_forward_time: 9.5741748810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5990037918
validation[          , genome  6892] predictions:    9711/  10000 (97.11%), best:    9732/10000 (97.32%), error:       983.76324, best error:       889.26605 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 132.4519958496s, input_fired_time: 5.3993778229, output_fired_time: 1.6005004644, propagate_forward_time: 44.8820304871, propagate_backward_time: 76.1480102539, weight_update_time: 0.1784796119, other_time: 4.4220733643
epoch time: 10.3512897491s, input_fired_time: 0.1998895407, output_fired_time: 0.0000000000, propagate_forward_time: 9.5497980118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6016025543
validation[          , genome  6892] predictions:    9728/  10000 (97.28%), best:    9732/10000 (97.32%), error:       936.16388, best error:       889.26605 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 131.1670989990s, input_fired_time: 2.4460611343, output_fired_time: 1.6203552485, propagate_forward_time: 48.9390716553, propagate_backward_time: 74.8547134399, weight_update_time: 0.1775799692, other_time: 3.3069000244
epoch time: 10.3511648178s, input_fired_time: 0.2000569105, output_fired_time: 0.0000000000, propagate_forward_time: 9.5508680344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6002397537
validation[          , genome  6892] predictions:    9705/  10000 (97.05%), best:    9732/10000 (97.32%), error:       949.33563, best error:       889.26605 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 131.1404571533s, input_fired_time: 2.4309220314, output_fired_time: 1.6017158031, propagate_forward_time: 45.8627243042, propagate_backward_time: 77.9338455200, weight_update_time: 0.1814488769, other_time: 3.3112487793
epoch time: 10.3555908203s, input_fired_time: 0.2028639168, output_fired_time: 0.0000000000, propagate_forward_time: 9.5570888519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956382751
validation[          , genome  6892] predictions:    9741/  10000 (97.41%), best:    9732/10000 (97.32%), error:       913.91168, best error:       889.26605 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 130.9191589355s, input_fired_time: 3.4232518673, output_fired_time: 1.6118078232, propagate_forward_time: 46.7634048462, propagate_backward_time: 73.7956161499, weight_update_time: 0.1777004898, other_time: 5.3250808716
epoch time: 10.4790554047s, input_fired_time: 0.1992432922, output_fired_time: 0.0000000000, propagate_forward_time: 9.6739625931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6058492661
validation[          , genome  6892] predictions:    9664/  10000 (96.64%), best:    9732/10000 (97.32%), error:      1086.59814, best error:       889.26605 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 131.1779327393s, input_fired_time: 2.4466814995, output_fired_time: 1.6083998680, propagate_forward_time: 46.9065551758, propagate_backward_time: 75.9246902466, weight_update_time: 0.1766317338, other_time: 4.2916030884
epoch time: 10.3152780533s, input_fired_time: 0.1991904974, output_fired_time: 0.0000000000, propagate_forward_time: 9.5124464035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6036415100
validation[          , genome  6892] predictions:    9687/  10000 (96.87%), best:    9732/10000 (97.32%), error:      1025.65332, best error:       889.26605 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 131.7964172363s, input_fired_time: 3.4149398804, output_fired_time: 1.5916855335, propagate_forward_time: 51.7964134216, propagate_backward_time: 71.6689529419, weight_update_time: 0.1795078069, other_time: 3.3244247437
epoch time: 10.3207101822s, input_fired_time: 0.2001320422, output_fired_time: 0.0000000000, propagate_forward_time: 9.5250720978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5955057144
validation[          , genome  6892] predictions:    9646/  10000 (96.46%), best:    9732/10000 (97.32%), error:      1151.03931, best error:       889.26605 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 131.2822418213s, input_fired_time: 2.4375271797, output_fired_time: 1.5968217850, propagate_forward_time: 46.9194259644, propagate_backward_time: 75.0404815674, weight_update_time: 0.1791052818, other_time: 5.2879791260
epoch time: 10.3589181900s, input_fired_time: 0.2024033368, output_fired_time: 0.0000000000, propagate_forward_time: 9.5453376770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6111774445
validation[          , genome  6892] predictions:    9725/  10000 (97.25%), best:    9732/10000 (97.32%), error:       898.95013, best error:       889.26605 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 131.3830718994s, input_fired_time: 2.4480679035, output_fired_time: 1.5962775946, propagate_forward_time: 50.8779373169, propagate_backward_time: 73.1353149414, weight_update_time: 0.1773501635, other_time: 3.3254699707
epoch time: 12.3187675476s, input_fired_time: 0.1973072439, output_fired_time: 0.0000000000, propagate_forward_time: 9.6666812897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4547786713
validation[          , genome  6892] predictions:    9673/  10000 (96.73%), best:    9732/10000 (97.32%), error:      1018.84705, best error:       889.26605 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 131.3527221680s, input_fired_time: 2.4318282604, output_fired_time: 1.5936298370, propagate_forward_time: 46.9899330139, propagate_backward_time: 77.0308914185, weight_update_time: 0.1771201342, other_time: 3.3064498901
epoch time: 10.3165149689s, input_fired_time: 0.1974190027, output_fired_time: 0.0000000000, propagate_forward_time: 9.5261888504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5929069519
validation[          , genome  6892] predictions:    9666/  10000 (96.66%), best:    9732/10000 (97.32%), error:      1076.27063, best error:       889.26605 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 131.4692535400s, input_fired_time: 2.4333651066, output_fired_time: 2.5808079243, propagate_forward_time: 48.0491447449, propagate_backward_time: 75.0889053345, weight_update_time: 0.1766364723, other_time: 3.3170242310
epoch time: 10.3573150635s, input_fired_time: 0.2023932338, output_fired_time: 0.0000000000, propagate_forward_time: 9.5564565659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5984649658
validation[          , genome  6892] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       843.19409, best error:       843.19409 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 131.1701965332s, input_fired_time: 2.4440436363, output_fired_time: 1.6000907421, propagate_forward_time: 49.9000358582, propagate_backward_time: 71.9281692505, weight_update_time: 0.1784100085, other_time: 5.2978591919
epoch time: 10.3341169357s, input_fired_time: 0.1987085640, output_fired_time: 0.0000000000, propagate_forward_time: 9.5370340347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5983743668
validation[          , genome  6892] predictions:    9691/  10000 (96.91%), best:    9747/10000 (97.47%), error:      1031.33032, best error:       843.19409 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 131.0546264648s, input_fired_time: 2.4344141483, output_fired_time: 2.6881871223, propagate_forward_time: 47.8487892151, propagate_backward_time: 74.7737655640, weight_update_time: 0.1771409214, other_time: 3.3094711304
epoch time: 10.3378353119s, input_fired_time: 0.1989476234, output_fired_time: 0.0000000000, propagate_forward_time: 9.5460166931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5928707123
validation[          , genome  6892] predictions:    9738/  10000 (97.38%), best:    9747/10000 (97.47%), error:       845.26154, best error:       843.19409 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 131.5946350098s, input_fired_time: 2.4415380955, output_fired_time: 1.6118923426, propagate_forward_time: 47.9826240540, propagate_backward_time: 75.2543411255, weight_update_time: 0.1772790551, other_time: 4.3042373657
epoch time: 10.5013599396s, input_fired_time: 0.1996748596, output_fired_time: 0.0000000000, propagate_forward_time: 9.6897134781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6119718552
validation[          , genome  6892] predictions:    9719/  10000 (97.19%), best:    9747/10000 (97.47%), error:       899.31824, best error:       843.19409 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 130.7994384766s, input_fired_time: 2.4349665642, output_fired_time: 1.6035408974, propagate_forward_time: 50.1387176514, propagate_backward_time: 72.3189468384, weight_update_time: 0.1813948900, other_time: 4.3032684326
epoch time: 10.3699483871s, input_fired_time: 0.1999550462, output_fired_time: 0.0000000000, propagate_forward_time: 9.5715789795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5984144211
validation[          , genome  6892] predictions:    9739/  10000 (97.39%), best:    9747/10000 (97.47%), error:       920.68481, best error:       843.19409 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 130.9599761963s, input_fired_time: 2.4523229599, output_fired_time: 1.6028755903, propagate_forward_time: 48.7948837280, propagate_backward_time: 74.7858047485, weight_update_time: 0.1763925999, other_time: 3.3240966797
epoch time: 10.3275890350s, input_fired_time: 0.2020931244, output_fired_time: 0.0000000000, propagate_forward_time: 9.5275392532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5979566574
validation[          , genome  6892] predictions:    9693/  10000 (96.93%), best:    9747/10000 (97.47%), error:       986.16418, best error:       843.19409 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 130.9831695557s, input_fired_time: 2.4508118629, output_fired_time: 1.6057763100, propagate_forward_time: 51.9403762817, propagate_backward_time: 70.5885848999, weight_update_time: 0.1783732921, other_time: 4.3976287842
epoch time: 10.3509149551s, input_fired_time: 0.2012689710, output_fired_time: 0.0000000000, propagate_forward_time: 9.5554008484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5942449570
validation[          , genome  6892] predictions:    9738/  10000 (97.38%), best:    9747/10000 (97.47%), error:       916.38251, best error:       843.19409 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 131.3799133301s, input_fired_time: 2.4429450035, output_fired_time: 1.5966297388, propagate_forward_time: 47.0802536011, propagate_backward_time: 76.9253387451, weight_update_time: 0.1858490407, other_time: 3.3347473145
epoch time: 10.3592433929s, input_fired_time: 0.2010978311, output_fired_time: 0.0000000000, propagate_forward_time: 9.5537738800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6043720245
validation[          , genome  6892] predictions:    9641/  10000 (96.41%), best:    9747/10000 (97.47%), error:      1078.34351, best error:       843.19409 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 130.9982604980s, input_fired_time: 2.4416971207, output_fired_time: 2.5901956558, propagate_forward_time: 47.7127494812, propagate_backward_time: 74.9212951660, weight_update_time: 0.1784673035, other_time: 3.3323211670
epoch time: 10.3376255035s, input_fired_time: 0.2013960779, output_fired_time: 0.0000000000, propagate_forward_time: 9.5405960083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956335068
validation[          , genome  6892] predictions:    9663/  10000 (96.63%), best:    9747/10000 (97.47%), error:      1104.77820, best error:       843.19409 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 131.0982208252s, input_fired_time: 2.4409770966, output_fired_time: 1.6003777981, propagate_forward_time: 45.8424301147, propagate_backward_time: 77.8979644775, weight_update_time: 0.1767618954, other_time: 3.3164672852
epoch time: 10.3331623077s, input_fired_time: 0.2009318322, output_fired_time: 0.0000000000, propagate_forward_time: 9.5337057114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5985250473
validation[          , genome  6892] predictions:    9744/  10000 (97.44%), best:    9747/10000 (97.47%), error:       881.74054, best error:       843.19409 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 131.4312438965s, input_fired_time: 2.4514563084, output_fired_time: 1.6007906199, propagate_forward_time: 49.0595779419, propagate_backward_time: 74.0113677979, weight_update_time: 1.1651593447, other_time: 4.3080444336
epoch time: 10.3408985138s, input_fired_time: 0.2009632736, output_fired_time: 0.0000000000, propagate_forward_time: 9.5476646423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5922708511
validation[          , genome  6892] predictions:    9732/  10000 (97.32%), best:    9747/10000 (97.47%), error:       899.38043, best error:       843.19409 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 131.1297302246s, input_fired_time: 2.4494528770, output_fired_time: 1.6069056988, propagate_forward_time: 47.9537620544, propagate_backward_time: 74.8104782104, weight_update_time: 0.1799403727, other_time: 4.3091354370
epoch time: 10.5051317215s, input_fired_time: 0.2068437934, output_fired_time: 0.0000000000, propagate_forward_time: 9.7029495239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5953388214
validation[          , genome  6892] predictions:    9735/  10000 (97.35%), best:    9747/10000 (97.47%), error:       896.74689, best error:       843.19409 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 131.3243255615s, input_fired_time: 2.4627754688, output_fired_time: 2.5966145992, propagate_forward_time: 45.9536361694, propagate_backward_time: 76.0105667114, weight_update_time: 0.1788594276, other_time: 4.3007431030
epoch time: 10.4692640305s, input_fired_time: 0.1985012889, output_fired_time: 0.0000000000, propagate_forward_time: 9.6689558029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6018066406
validation[          , genome  6892] predictions:    9713/  10000 (97.13%), best:    9747/10000 (97.47%), error:       965.17200, best error:       843.19409 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 131.1941375732s, input_fired_time: 2.4506626129, output_fired_time: 2.5970785618, propagate_forward_time: 48.8481636047, propagate_backward_time: 73.9881820679, weight_update_time: 0.1780995876, other_time: 3.3100509644
epoch time: 11.4585409164s, input_fired_time: 0.2020947635, output_fired_time: 0.0000000000, propagate_forward_time: 10.6499958038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6064500809
validation[          , genome  6892] predictions:    9683/  10000 (96.83%), best:    9747/10000 (97.47%), error:      1041.40186, best error:       843.19409 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 130.7509918213s, input_fired_time: 2.4640932083, output_fired_time: 1.6021318436, propagate_forward_time: 52.0504035950, propagate_backward_time: 70.3372116089, weight_update_time: 0.1817505360, other_time: 4.2971420288
epoch time: 10.3534660339s, input_fired_time: 0.2031720877, output_fired_time: 0.0000000000, propagate_forward_time: 9.5479574203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6023368835
validation[          , genome  6892] predictions:    9735/  10000 (97.35%), best:    9747/10000 (97.47%), error:       871.37091, best error:       843.19409 on epoch:    38, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 130.6903381348s, input_fired_time: 2.4507086277, output_fired_time: 1.6125458479, propagate_forward_time: 48.2196922302, propagate_backward_time: 74.1106338501, weight_update_time: 0.1782779247, other_time: 4.2967453003
epoch time: 10.3807945251s, input_fired_time: 0.2010734230, output_fired_time: 0.0000000000, propagate_forward_time: 9.5864582062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5932626724
validation[          , genome  6892] predictions:    9713/  10000 (97.13%), best:    9747/10000 (97.47%), error:       979.60413, best error:       843.19409 on epoch:    38, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 130.8961486816s, input_fired_time: 2.4663455486, output_fired_time: 1.5971264839, propagate_forward_time: 47.8227005005, propagate_backward_time: 74.7244796753, weight_update_time: 0.1779062599, other_time: 4.2854995728
epoch time: 11.4494533539s, input_fired_time: 0.2097932547, output_fired_time: 0.0000000000, propagate_forward_time: 10.6419773102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5976829529
validation[          , genome  6892] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       781.28979, best error:       781.28979 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 131.3168182373s, input_fired_time: 2.4607031345, output_fired_time: 2.5871980190, propagate_forward_time: 47.0074043274, propagate_backward_time: 75.9527969360, weight_update_time: 0.1770896614, other_time: 3.3087081909
epoch time: 10.3485031128s, input_fired_time: 0.2018744797, output_fired_time: 0.0000000000, propagate_forward_time: 9.5527105331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5939178467
validation[          , genome  6892] predictions:    9732/  10000 (97.32%), best:    9753/10000 (97.53%), error:       874.64514, best error:       781.28979 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 130.5440826416s, input_fired_time: 3.4415080547, output_fired_time: 2.5912568569, propagate_forward_time: 49.0309906006, propagate_backward_time: 72.1727981567, weight_update_time: 0.1770877391, other_time: 3.3075332642
epoch time: 10.3359222412s, input_fired_time: 0.2052432448, output_fired_time: 0.0000000000, propagate_forward_time: 9.5310316086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5996475220
validation[          , genome  6892] predictions:    9671/  10000 (96.71%), best:    9753/10000 (97.53%), error:      1093.37830, best error:       781.28979 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 130.7305450439s, input_fired_time: 2.4619712830, output_fired_time: 1.6086368561, propagate_forward_time: 43.8632125854, propagate_backward_time: 79.4847640991, weight_update_time: 0.1824253052, other_time: 3.3119583130
epoch time: 10.3400497437s, input_fired_time: 0.2064213753, output_fired_time: 0.0000000000, propagate_forward_time: 9.5356588364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5979700089
validation[          , genome  6892] predictions:    9730/  10000 (97.30%), best:    9753/10000 (97.53%), error:       857.97974, best error:       781.28979 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 131.7790374756s, input_fired_time: 3.4554004669, output_fired_time: 1.6076416969, propagate_forward_time: 48.7798309326, propagate_backward_time: 74.6117630005, weight_update_time: 0.1830835193, other_time: 3.3244018555
epoch time: 11.5980491638s, input_fired_time: 0.2074656487, output_fired_time: 0.0000000000, propagate_forward_time: 10.6857509613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7048320770
validation[          , genome  6892] predictions:    9677/  10000 (96.77%), best:    9753/10000 (97.53%), error:      1089.94348, best error:       781.28979 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 138.3424377441s, input_fired_time: 2.5734982491, output_fired_time: 1.6557853222, propagate_forward_time: 49.2756767273, propagate_backward_time: 81.3628387451, weight_update_time: 0.1935867667, other_time: 3.4746246338
epoch time: 13.2705869675s, input_fired_time: 0.2921620607, output_fired_time: 0.0000000000, propagate_forward_time: 12.2510051727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7274198532
validation[          , genome  6892] predictions:    9725/  10000 (97.25%), best:    9753/10000 (97.53%), error:       929.49652, best error:       781.28979 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 143.8802795410s, input_fired_time: 2.6019661427, output_fired_time: 1.6909179688, propagate_forward_time: 52.3079605103, propagate_backward_time: 82.6427536011, weight_update_time: 0.1791831255, other_time: 4.6366882324
epoch time: 10.2556152344s, input_fired_time: 0.2005874664, output_fired_time: 0.0000000000, propagate_forward_time: 8.4803037643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5747241974
validation[          , genome  6892] predictions:    9732/  10000 (97.32%), best:    9753/10000 (97.53%), error:       924.41870, best error:       781.28979 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 129.3375549316s, input_fired_time: 3.4133944511, output_fired_time: 1.5842398405, propagate_forward_time: 47.5251045227, propagate_backward_time: 73.5393295288, weight_update_time: 0.1763619035, other_time: 3.2754898071
epoch time: 10.3719615936s, input_fired_time: 0.2058901191, output_fired_time: 0.0000000000, propagate_forward_time: 9.5686178207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5974540710
validation[          , genome  6892] predictions:    9713/  10000 (97.13%), best:    9753/10000 (97.53%), error:       989.62744, best error:       781.28979 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 134.1249847412s, input_fired_time: 3.7283546925, output_fired_time: 1.6791543961, propagate_forward_time: 50.8125076294, propagate_backward_time: 74.4420242310, weight_update_time: 0.1768472940, other_time: 3.4629516602
epoch time: 14.0816144943s, input_fired_time: 0.2311084419, output_fired_time: 0.0000000000, propagate_forward_time: 13.1438007355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7067050934
validation[          , genome  6892] predictions:    9656/  10000 (96.56%), best:    9753/10000 (97.53%), error:      1164.04370, best error:       781.28979 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 150.8676452637s, input_fired_time: 2.8094139099, output_fired_time: 1.8069627285, propagate_forward_time: 56.0976181030, propagate_backward_time: 86.2825393677, weight_update_time: 0.1811318696, other_time: 3.8711090088
epoch time: 10.3809356689s, input_fired_time: 0.2077856213, output_fired_time: 0.0000000000, propagate_forward_time: 9.5762691498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5968809128
validation[          , genome  6892] predictions:    9721/  10000 (97.21%), best:    9753/10000 (97.53%), error:       922.22412, best error:       781.28979 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 132.5912933350s, input_fired_time: 2.4494330883, output_fired_time: 1.5959377289, propagate_forward_time: 49.0613670349, propagate_backward_time: 76.1706771851, weight_update_time: 0.1803362370, other_time: 3.3138809204
epoch time: 10.4246025085s, input_fired_time: 0.2046973109, output_fired_time: 0.0000000000, propagate_forward_time: 9.6132469177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6066579819
validation[          , genome  6892] predictions:    9702/  10000 (97.02%), best:    9753/10000 (97.53%), error:       982.46735, best error:       781.28979 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 131.2850341797s, input_fired_time: 3.5446245670, output_fired_time: 1.5990613699, propagate_forward_time: 45.9559593201, propagate_backward_time: 76.8616333008, weight_update_time: 0.1773591489, other_time: 3.3237609863
epoch time: 10.4704513550s, input_fired_time: 0.2061799616, output_fired_time: 0.0000000000, propagate_forward_time: 9.6704902649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5937814713
validation[          , genome  6892] predictions:    9726/  10000 (97.26%), best:    9753/10000 (97.53%), error:       871.01038, best error:       781.28979 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 131.3003997803s, input_fired_time: 3.4467556477, output_fired_time: 1.5936094522, propagate_forward_time: 48.8680496216, propagate_backward_time: 74.0687408447, weight_update_time: 0.1799706817, other_time: 3.3232421875
epoch time: 10.4066171646s, input_fired_time: 0.2026356012, output_fired_time: 0.0000000000, propagate_forward_time: 9.6042518616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5997295380
validation[          , genome  6892] predictions:    9752/  10000 (97.52%), best:    9753/10000 (97.53%), error:       866.29431, best error:       781.28979 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 131.3281097412s, input_fired_time: 2.4574508667, output_fired_time: 1.5999014378, propagate_forward_time: 45.8970146179, propagate_backward_time: 78.0580139160, weight_update_time: 0.1777154952, other_time: 3.3157348633
epoch time: 10.3384675980s, input_fired_time: 0.2002890259, output_fired_time: 0.0000000000, propagate_forward_time: 9.5312051773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6069736481
validation[          , genome  6892] predictions:    9703/  10000 (97.03%), best:    9753/10000 (97.53%), error:       975.01581, best error:       781.28979 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 132.5134124756s, input_fired_time: 3.4283223152, output_fired_time: 1.5998392105, propagate_forward_time: 48.0287246704, propagate_backward_time: 76.0947723389, weight_update_time: 0.1791264117, other_time: 3.3617477417
epoch time: 10.3566246033s, input_fired_time: 0.2011307627, output_fired_time: 0.0000000000, propagate_forward_time: 9.5615777969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5939159393
validation[          , genome  6892] predictions:    9535/  10000 (95.35%), best:    9753/10000 (97.53%), error:      1411.54761, best error:       781.28979 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 131.2639617920s, input_fired_time: 2.4520730972, output_fired_time: 1.5989830494, propagate_forward_time: 47.9356918335, propagate_backward_time: 75.9760894775, weight_update_time: 0.1775394380, other_time: 3.3011245728
epoch time: 10.3960151672s, input_fired_time: 0.2131631225, output_fired_time: 0.0000000000, propagate_forward_time: 9.5802097321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6026420593
validation[          , genome  6892] predictions:    9607/  10000 (96.07%), best:    9753/10000 (97.53%), error:      1289.15417, best error:       781.28979 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 130.7036590576s, input_fired_time: 2.4672400951, output_fired_time: 2.5852847099, propagate_forward_time: 44.7760200500, propagate_backward_time: 75.5951461792, weight_update_time: 0.1765516251, other_time: 5.2799758911
epoch time: 10.3330707550s, input_fired_time: 0.1998306513, output_fired_time: 0.0000000000, propagate_forward_time: 9.5373735428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5958662033
validation[          , genome  6892] predictions:    9708/  10000 (97.08%), best:    9753/10000 (97.53%), error:       924.86829, best error:       781.28979 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 130.6091156006s, input_fired_time: 3.5438759327, output_fired_time: 1.5983825922, propagate_forward_time: 45.8574142456, propagate_backward_time: 76.2917556763, weight_update_time: 0.1824773848, other_time: 3.3176879883
epoch time: 10.3808336258s, input_fired_time: 0.2003107965, output_fired_time: 0.0000000000, propagate_forward_time: 9.5828447342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5976781845
validation[          , genome  6892] predictions:    9751/  10000 (97.51%), best:    9753/10000 (97.53%), error:       869.17963, best error:       781.28979 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 132.4203796387s, input_fired_time: 2.4500091076, output_fired_time: 1.6055011749, propagate_forward_time: 48.9008064270, propagate_backward_time: 76.1612319946, weight_update_time: 0.1780189425, other_time: 3.3028335571
epoch time: 10.3172731400s, input_fired_time: 1.1863257885, output_fired_time: 0.0000000000, propagate_forward_time: 8.5232677460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6076793671
validation[          , genome  6892] predictions:    9744/  10000 (97.44%), best:    9753/10000 (97.53%), error:       827.41284, best error:       781.28979 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 131.1499786377s, input_fired_time: 2.4635314941, output_fired_time: 2.5925359726, propagate_forward_time: 49.8073959351, propagate_backward_time: 72.9792633057, weight_update_time: 0.1782100499, other_time: 3.3072509766
epoch time: 10.3740549088s, input_fired_time: 0.2112651318, output_fired_time: 0.0000000000, propagate_forward_time: 9.5609321594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6018571854
validation[          , genome  6892] predictions:    9698/  10000 (96.98%), best:    9753/10000 (97.53%), error:       995.75909, best error:       781.28979 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 132.1569061279s, input_fired_time: 2.4552259445, output_fired_time: 1.6124644279, propagate_forward_time: 43.8086929321, propagate_backward_time: 80.9701919556, weight_update_time: 0.1771395802, other_time: 3.3103332520
epoch time: 10.3424291611s, input_fired_time: 0.2035412341, output_fired_time: 0.0000000000, propagate_forward_time: 9.5438146591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5950737000
validation[          , genome  6892] predictions:    9730/  10000 (97.30%), best:    9753/10000 (97.53%), error:       879.71484, best error:       781.28979 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 131.2076263428s, input_fired_time: 2.4419240952, output_fired_time: 2.5802967548, propagate_forward_time: 46.0200386047, propagate_backward_time: 73.7901458740, weight_update_time: 0.1775885671, other_time: 6.3752136230
epoch time: 10.3670930862s, input_fired_time: 0.2078861743, output_fired_time: 0.0000000000, propagate_forward_time: 8.5771169662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5820903778
validation[          , genome  6892] predictions:    9690/  10000 (96.90%), best:    9753/10000 (97.53%), error:       968.77917, best error:       781.28979 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 131.3887481689s, input_fired_time: 2.4662342072, output_fired_time: 1.6106067896, propagate_forward_time: 46.9235763550, propagate_backward_time: 76.0833435059, weight_update_time: 0.1773708165, other_time: 4.3049926758
epoch time: 10.3617353439s, input_fired_time: 0.2034381777, output_fired_time: 0.0000000000, propagate_forward_time: 9.5551595688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6031379700
validation[          , genome  6892] predictions:    9716/  10000 (97.16%), best:    9753/10000 (97.53%), error:       900.76117, best error:       781.28979 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 131.1187591553s, input_fired_time: 3.4433579445, output_fired_time: 1.6036040783, propagate_forward_time: 52.7493476868, propagate_backward_time: 70.0153121948, weight_update_time: 0.1772560775, other_time: 3.3071365356
epoch time: 10.3044986725s, input_fired_time: 0.2019991875, output_fired_time: 0.0000000000, propagate_forward_time: 9.5016756058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6008234024
validation[          , genome  6892] predictions:    9719/  10000 (97.19%), best:    9753/10000 (97.53%), error:       956.76965, best error:       781.28979 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 131.2339782715s, input_fired_time: 2.4600636959, output_fired_time: 1.5993701220, propagate_forward_time: 46.9386825562, propagate_backward_time: 76.9232330322, weight_update_time: 0.1798364669, other_time: 3.3126220703
epoch time: 10.4851474762s, input_fired_time: 0.2060160935, output_fired_time: 0.0000000000, propagate_forward_time: 9.6780910492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6010398865
validation[          , genome  6892] predictions:    9717/  10000 (97.17%), best:    9753/10000 (97.53%), error:       956.38257, best error:       781.28979 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 131.2621307373s, input_fired_time: 2.4508457184, output_fired_time: 1.6106206179, propagate_forward_time: 46.8811721802, propagate_backward_time: 77.0008697510, weight_update_time: 0.1818527728, other_time: 3.3186187744
epoch time: 10.3342037201s, input_fired_time: 0.2008213401, output_fired_time: 0.0000000000, propagate_forward_time: 9.5354976654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5978851318
validation[          , genome  6892] predictions:    9638/  10000 (96.38%), best:    9753/10000 (97.53%), error:      1190.75830, best error:       781.28979 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 130.9923706055s, input_fired_time: 3.5486865044, output_fired_time: 1.5969122648, propagate_forward_time: 47.7664871216, propagate_backward_time: 74.7644882202, weight_update_time: 0.1808262765, other_time: 3.3158035278
epoch time: 10.3324890137s, input_fired_time: 0.2031151801, output_fired_time: 0.0000000000, propagate_forward_time: 9.5368671417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5925064087
validation[          , genome  6892] predictions:    9710/  10000 (97.10%), best:    9753/10000 (97.53%), error:       981.18774, best error:       781.28979 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 131.1446685791s, input_fired_time: 2.4553596973, output_fired_time: 1.6119180918, propagate_forward_time: 44.7613182068, propagate_backward_time: 79.0004501343, weight_update_time: 0.1769651324, other_time: 3.3156356812
epoch time: 10.3539896011s, input_fired_time: 0.2039682418, output_fired_time: 0.0000000000, propagate_forward_time: 9.5568733215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5931482315
validation[          , genome  6892] predictions:    9730/  10000 (97.30%), best:    9753/10000 (97.53%), error:       877.95544, best error:       781.28979 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 130.9780578613s, input_fired_time: 2.4466233253, output_fired_time: 1.5994509459, propagate_forward_time: 45.7011070251, propagate_backward_time: 76.9468841553, weight_update_time: 0.1780927777, other_time: 4.2839965820
epoch time: 10.3689498901s, input_fired_time: 0.2015757561, output_fired_time: 0.0000000000, propagate_forward_time: 8.5807065964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5866670609
validation[          , genome  6892] predictions:    9737/  10000 (97.37%), best:    9753/10000 (97.53%), error:       888.51044, best error:       781.28979 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 129.9055633545s, input_fired_time: 2.4711024761, output_fired_time: 2.7000777721, propagate_forward_time: 47.8217163086, propagate_backward_time: 73.6230468750, weight_update_time: 0.1770021021, other_time: 3.2896194458
epoch time: 10.4385099411s, input_fired_time: 0.2029948831, output_fired_time: 0.0000000000, propagate_forward_time: 9.6411714554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5943431854
validation[          , genome  6892] predictions:    9625/  10000 (96.25%), best:    9753/10000 (97.53%), error:      1277.65039, best error:       781.28979 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 131.3573760986s, input_fired_time: 2.4645369053, output_fired_time: 2.5943815708, propagate_forward_time: 44.8852348328, propagate_backward_time: 78.1026916504, weight_update_time: 0.1767920107, other_time: 3.3105316162
epoch time: 10.3350563049s, input_fired_time: 0.2069530934, output_fired_time: 0.0000000000, propagate_forward_time: 9.5309658051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5971374512
validation[          , genome  6892] predictions:    9704/  10000 (97.04%), best:    9753/10000 (97.53%), error:      1003.06036, best error:       781.28979 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 131.1975250244s, input_fired_time: 2.4934859276, output_fired_time: 1.6073004007, propagate_forward_time: 52.5429000854, propagate_backward_time: 71.2622070313, weight_update_time: 0.1770271212, other_time: 3.2916336060
epoch time: 10.3921155930s, input_fired_time: 0.2017744184, output_fired_time: 0.0000000000, propagate_forward_time: 9.5954103470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5949306488
validation[          , genome  6892] predictions:    9743/  10000 (97.43%), best:    9753/10000 (97.53%), error:       841.64777, best error:       781.28979 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 130.8307952881s, input_fired_time: 2.4647040367, output_fired_time: 1.6158354282, propagate_forward_time: 45.3202514648, propagate_backward_time: 78.1152648926, weight_update_time: 0.1776133627, other_time: 3.3147354126
epoch time: 10.4930505753s, input_fired_time: 0.2030736655, output_fired_time: 0.0000000000, propagate_forward_time: 9.6708993912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6190776825
validation[          , genome  6892] predictions:    9754/  10000 (97.54%), best:    9753/10000 (97.53%), error:       823.65771, best error:       781.28979 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 130.9140472412s, input_fired_time: 2.4552764893, output_fired_time: 2.5792315006, propagate_forward_time: 46.7253265381, propagate_backward_time: 75.8541870117, weight_update_time: 0.1771254092, other_time: 3.3000259399
epoch time: 10.3659267426s, input_fired_time: 0.2055149823, output_fired_time: 0.0000000000, propagate_forward_time: 8.5797662735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5806455612
validation[          , genome  6892] predictions:    9746/  10000 (97.46%), best:    9753/10000 (97.53%), error:       833.22961, best error:       781.28979 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 130.3436889648s, input_fired_time: 2.4983956814, output_fired_time: 1.5969241858, propagate_forward_time: 50.6699028015, propagate_backward_time: 72.2644577026, weight_update_time: 0.1763856858, other_time: 3.3140029907
epoch time: 10.3368167877s, input_fired_time: 0.2009508908, output_fired_time: 0.0000000000, propagate_forward_time: 9.5359582901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5999078751
validation[          , genome  6892] predictions:    9704/  10000 (97.04%), best:    9753/10000 (97.53%), error:       986.73492, best error:       781.28979 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 131.0671691895s, input_fired_time: 3.4599478245, output_fired_time: 1.5990025997, propagate_forward_time: 44.7879180908, propagate_backward_time: 77.9082717896, weight_update_time: 0.1783420146, other_time: 3.3120346069
epoch time: 10.2999744415s, input_fired_time: 0.2048699707, output_fired_time: 0.0000000000, propagate_forward_time: 9.4967002869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5984039307
validation[          , genome  6892] predictions:    9731/  10000 (97.31%), best:    9753/10000 (97.53%), error:       906.22943, best error:       781.28979 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 130.9598846436s, input_fired_time: 2.4648606777, output_fired_time: 2.5827968121, propagate_forward_time: 46.8361740112, propagate_backward_time: 75.7574081421, weight_update_time: 0.1780227423, other_time: 3.3186492920
epoch time: 10.3209342957s, input_fired_time: 0.2047255039, output_fired_time: 0.0000000000, propagate_forward_time: 9.5115070343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6047019958
validation[          , genome  6892] predictions:    9698/  10000 (96.98%), best:    9753/10000 (97.53%), error:      1049.03979, best error:       781.28979 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 131.1023406982s, input_fired_time: 2.4797985554, output_fired_time: 1.6098945141, propagate_forward_time: 47.8698043823, propagate_backward_time: 75.8191909790, weight_update_time: 0.1820639521, other_time: 3.3236541748
epoch time: 10.3485651016s, input_fired_time: 0.2056786269, output_fired_time: 0.0000000000, propagate_forward_time: 9.5385618210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6043243408
validation[          , genome  6892] predictions:    9738/  10000 (97.38%), best:    9753/10000 (97.53%), error:       897.12567, best error:       781.28979 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 131.2682647705s, input_fired_time: 2.4694015980, output_fired_time: 1.5991966724, propagate_forward_time: 47.8535919189, propagate_backward_time: 76.0435485840, weight_update_time: 0.1810978204, other_time: 3.3025207520
epoch time: 10.3565664291s, input_fired_time: 0.2045141459, output_fired_time: 0.0000000000, propagate_forward_time: 9.5473203659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6047315598
validation[          , genome  6892] predictions:    9713/  10000 (97.13%), best:    9753/10000 (97.53%), error:       901.50262, best error:       781.28979 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 132.3667449951s, input_fired_time: 2.4777426720, output_fired_time: 1.6062228680, propagate_forward_time: 48.9836578369, propagate_backward_time: 75.9842834473, weight_update_time: 0.1771758795, other_time: 3.3148498535
epoch time: 10.3301315308s, input_fired_time: 0.2137127817, output_fired_time: 0.0000000000, propagate_forward_time: 9.5178766251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5985422134
validation[          , genome  6892] predictions:    9727/  10000 (97.27%), best:    9753/10000 (97.53%), error:       878.06506, best error:       781.28979 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 131.3825836182s, input_fired_time: 2.4741544724, output_fired_time: 1.5996297598, propagate_forward_time: 46.7770996094, propagate_backward_time: 77.2136611938, weight_update_time: 0.1772485375, other_time: 3.3180389404
epoch time: 10.3328094482s, input_fired_time: 0.2033147365, output_fired_time: 0.0000000000, propagate_forward_time: 9.5321617126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5973329544
validation[          , genome  6892] predictions:    9739/  10000 (97.39%), best:    9753/10000 (97.53%), error:       854.59393, best error:       781.28979 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 131.0427856445s, input_fired_time: 2.4527969360, output_fired_time: 1.6004601717, propagate_forward_time: 45.6921539307, propagate_backward_time: 77.9983825684, weight_update_time: 0.1773873717, other_time: 3.2989959717
epoch time: 10.3579626083s, input_fired_time: 1.1903200150, output_fired_time: 0.0000000000, propagate_forward_time: 8.5613059998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6063365936
validation[          , genome  6892] predictions:    9483/  10000 (94.83%), best:    9753/10000 (97.53%), error:      1865.12366, best error:       781.28979 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 131.3746337891s, input_fired_time: 3.4606559277, output_fired_time: 1.6044679880, propagate_forward_time: 46.0654335022, propagate_backward_time: 76.9445190430, weight_update_time: 0.1775060594, other_time: 3.2995605469
epoch time: 10.3987941742s, input_fired_time: 0.2030893862, output_fired_time: 0.0000000000, propagate_forward_time: 8.6058263779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5898780823
validation[          , genome  6892] predictions:    9718/  10000 (97.18%), best:    9753/10000 (97.53%), error:       905.87885, best error:       781.28979 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 131.1623535156s, input_fired_time: 3.4576637745, output_fired_time: 2.5832176208, propagate_forward_time: 45.8407135010, propagate_backward_time: 75.9769592285, weight_update_time: 0.1770017147, other_time: 3.3038024902
epoch time: 10.3201856613s, input_fired_time: 0.2078155726, output_fired_time: 0.0000000000, propagate_forward_time: 9.5177288055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5946416855
validation[          , genome  6892] predictions:    9639/  10000 (96.39%), best:    9753/10000 (97.53%), error:      1177.12219, best error:       781.28979 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 131.4210662842s, input_fired_time: 2.4623141289, output_fired_time: 1.6137077808, propagate_forward_time: 45.9259033203, propagate_backward_time: 78.0878906250, weight_update_time: 0.1798758358, other_time: 3.3312530518
epoch time: 10.3736991882s, input_fired_time: 0.2118229717, output_fired_time: 0.0000000000, propagate_forward_time: 9.5613126755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6005640030
validation[          , genome  6892] predictions:    9750/  10000 (97.50%), best:    9753/10000 (97.53%), error:       889.52979, best error:       781.28979 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 130.0710601807s, input_fired_time: 2.4799878597, output_fired_time: 1.6075862646, propagate_forward_time: 49.0495643616, propagate_backward_time: 73.6221160889, weight_update_time: 0.1801202297, other_time: 3.3117980957
epoch time: 10.3610630035s, input_fired_time: 0.2049791962, output_fired_time: 0.0000000000, propagate_forward_time: 9.5578670502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5982170105
validation[          , genome  6892] predictions:    9734/  10000 (97.34%), best:    9753/10000 (97.53%), error:       913.95410, best error:       781.28979 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 131.2201843262s, input_fired_time: 2.4486296177, output_fired_time: 1.5977176428, propagate_forward_time: 48.8627815247, propagate_backward_time: 73.0185546875, weight_update_time: 0.1793555319, other_time: 5.2925109863
epoch time: 10.3714694977s, input_fired_time: 0.2042842209, output_fired_time: 0.0000000000, propagate_forward_time: 9.5681953430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5989894867
validation[          , genome  6892] predictions:    9694/  10000 (96.94%), best:    9753/10000 (97.53%), error:      1026.58240, best error:       781.28979 on epoch:    54, 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: 51.8396339417s, input_fired_time: 1.0104552507, output_fired_time: 0.0000000000, propagate_forward_time: 47.8254776001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0037002563
best training[          , genome  6892] predictions:   49441/  50000 (98.88%), best:    9753/10000 (97.53%), error:      2041.40515, best error:       781.28979 on epoch:    54, 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: 10.4063529968s, input_fired_time: 0.2027411908, output_fired_time: 0.0000000000, propagate_forward_time: 9.6024351120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6011762619
   testing[          , genome  6892] predictions:    9760/  10000 (97.60%), best:    9753/10000 (97.53%), error:       736.97247, best error:       781.28979 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:19:12 (14548): called boinc_finish(0)

</stderr_txt>
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