Nameexact_genome_1512568488_45_7112_0
Workunit2606799
Created7 Dec 2017, 23:55:19 UTC
Sent7 Dec 2017, 23:58:42 UTC
Report deadline15 Dec 2017, 23:23:25 UTC
Received8 Dec 2017, 9:46:45 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 12 min 53 sec
CPU time2 hours 12 min 53 sec
Validate stateValid
Credit1,993.88
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.63 MB
Peak swap size153.17 MB
Peak disk usage1.24 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
2, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 72.9556350708s, input_fired_time: 0.8298583627, output_fired_time: 0.5130327940, propagate_forward_time: 28.1767578125, propagate_backward_time: 41.7005653381, weight_update_time: 0.0791056305, other_time: 1.7354240417
epoch time: 6.2124156952s, input_fired_time: 0.0898788869, output_fired_time: 0.0000000000, propagate_forward_time: 5.8100848198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3124518394
validation[          , genome  7112] predictions:    9680/  10000 (96.80%), best:    9714/10000 (97.14%), error:      1065.57507, best error:       932.03101 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 72.7016677856s, input_fired_time: 0.8352473974, output_fired_time: 0.5137759447, propagate_forward_time: 28.0604362488, propagate_backward_time: 41.5397796631, weight_update_time: 0.0784610957, other_time: 1.7524223328
epoch time: 5.9817171097s, input_fired_time: 0.0867903382, output_fired_time: 0.0000000000, propagate_forward_time: 5.5966367722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2982897758
validation[          , genome  7112] predictions:    9660/  10000 (96.60%), best:    9714/10000 (97.14%), error:      1041.77917, best error:       932.03101 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 73.6865234375s, input_fired_time: 0.8398026228, output_fired_time: 0.5207462907, propagate_forward_time: 28.4044094086, propagate_backward_time: 42.1622734070, weight_update_time: 0.0784113407, other_time: 1.7592887878
epoch time: 6.1825976372s, input_fired_time: 0.0877868906, output_fired_time: 0.0000000000, propagate_forward_time: 5.7896833420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3051276207
validation[          , genome  7112] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       926.22455, best error:       926.22455 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 73.8440170288s, input_fired_time: 0.8378306627, output_fired_time: 0.5217837095, propagate_forward_time: 28.5409965515, propagate_backward_time: 42.2232704163, weight_update_time: 0.0766212121, other_time: 1.7201385498
epoch time: 6.0632324219s, input_fired_time: 0.0863735825, output_fired_time: 0.0000000000, propagate_forward_time: 5.6792740822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2975845337
validation[          , genome  7112] predictions:    9711/  10000 (97.11%), best:    9723/10000 (97.23%), error:       932.29138, best error:       926.22455 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 73.0101013184s, input_fired_time: 0.8431326151, output_fired_time: 0.5159462094, propagate_forward_time: 28.2051010132, propagate_backward_time: 41.7004814148, weight_update_time: 0.0787406713, other_time: 1.7454414368
epoch time: 5.9410562515s, input_fired_time: 0.0886008069, output_fired_time: 0.0000000000, propagate_forward_time: 5.5464968681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3059587479
validation[          , genome  7112] predictions:    9708/  10000 (97.08%), best:    9723/10000 (97.23%), error:       983.24255, best error:       926.22455 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 71.8851928711s, input_fired_time: 0.8479579091, output_fired_time: 0.5088239312, propagate_forward_time: 27.6995010376, propagate_backward_time: 41.0188102722, weight_update_time: 0.0833177045, other_time: 1.8100929260
epoch time: 5.9404439926s, input_fired_time: 0.0903259367, output_fired_time: 0.0000000000, propagate_forward_time: 5.5402789116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3098392487
validation[          , genome  7112] predictions:    9701/  10000 (97.01%), best:    9723/10000 (97.23%), error:      1034.14575, best error:       926.22455 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 71.9410247803s, input_fired_time: 0.8492213488, output_fired_time: 0.5094949007, propagate_forward_time: 27.7148532867, propagate_backward_time: 41.0417137146, weight_update_time: 0.0831258222, other_time: 1.8257408142
epoch time: 5.9338788986s, input_fired_time: 0.0892491043, output_fired_time: 0.0000000000, propagate_forward_time: 5.5394883156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3051414490
validation[          , genome  7112] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       879.54517, best error:       879.54517 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 71.9701919556s, input_fired_time: 0.8527694345, output_fired_time: 0.5098364353, propagate_forward_time: 27.7242069244, propagate_backward_time: 41.0825767517, weight_update_time: 0.0823729411, other_time: 1.8008079529
epoch time: 5.9322905540s, input_fired_time: 0.0888184085, output_fired_time: 0.0000000000, propagate_forward_time: 5.5393528938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3041191101
validation[          , genome  7112] predictions:    9645/  10000 (96.45%), best:    9737/10000 (97.37%), error:      1100.34314, best error:       879.54517 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 72.2830581665s, input_fired_time: 0.8562124968, output_fired_time: 0.5154151320, propagate_forward_time: 27.8053493500, propagate_backward_time: 41.2847976685, weight_update_time: 0.0823913440, other_time: 1.8212890625
epoch time: 5.9333901405s, input_fired_time: 0.0890412480, output_fired_time: 0.0000000000, propagate_forward_time: 5.5404968262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3038520813
validation[          , genome  7112] predictions:    9722/  10000 (97.22%), best:    9737/10000 (97.37%), error:       920.59460, best error:       879.54517 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 72.4970092773s, input_fired_time: 0.8563482761, output_fired_time: 0.5128406286, propagate_forward_time: 27.9308891296, propagate_backward_time: 41.3576393127, weight_update_time: 0.0827955902, other_time: 1.8392944336
epoch time: 5.9461231232s, input_fired_time: 0.0892460272, output_fired_time: 0.0000000000, propagate_forward_time: 5.5512943268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3055830002
validation[          , genome  7112] predictions:    9723/  10000 (97.23%), best:    9737/10000 (97.37%), error:       939.22968, best error:       879.54517 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 72.3088531494s, input_fired_time: 0.8532392979, output_fired_time: 0.5127634406, propagate_forward_time: 27.8178253174, propagate_backward_time: 41.2848052979, weight_update_time: 0.0830422714, other_time: 1.8402175903
epoch time: 5.9430975914s, input_fired_time: 0.0914122239, output_fired_time: 0.0000000000, propagate_forward_time: 5.5431227684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3085627556
validation[          , genome  7112] predictions:    9721/  10000 (97.21%), best:    9737/10000 (97.37%), error:       979.01251, best error:       879.54517 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 72.1139450073s, input_fired_time: 0.8528672457, output_fired_time: 0.5093461871, propagate_forward_time: 27.7853469849, propagate_backward_time: 41.1267127991, weight_update_time: 0.0827383474, other_time: 1.8396720886
epoch time: 5.9313373566s, input_fired_time: 0.0897597224, output_fired_time: 0.0000000000, propagate_forward_time: 5.5387849808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3027925491
validation[          , genome  7112] predictions:    9704/  10000 (97.04%), best:    9737/10000 (97.37%), error:       911.20038, best error:       879.54517 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 72.7820205688s, input_fired_time: 0.8579769135, output_fired_time: 0.5139726400, propagate_forward_time: 28.0357780457, propagate_backward_time: 41.5510520935, weight_update_time: 0.0829683095, other_time: 1.8232421875
epoch time: 5.9370074272s, input_fired_time: 0.0900007337, output_fired_time: 0.0000000000, propagate_forward_time: 5.5417051315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3053016663
validation[          , genome  7112] predictions:    9724/  10000 (97.24%), best:    9737/10000 (97.37%), error:       904.18805, best error:       879.54517 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 71.9780654907s, input_fired_time: 0.8578113914, output_fired_time: 0.5082307458, propagate_forward_time: 27.7263965607, propagate_backward_time: 41.0853958130, weight_update_time: 0.0826546624, other_time: 1.8002319336
epoch time: 5.9385952950s, input_fired_time: 0.0884288028, output_fired_time: 0.0000000000, propagate_forward_time: 5.5475802422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3025860786
validation[          , genome  7112] predictions:    9667/  10000 (96.67%), best:    9737/10000 (97.37%), error:      1051.12573, best error:       879.54517 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 73.2558441162s, input_fired_time: 0.8566820025, output_fired_time: 0.5165054798, propagate_forward_time: 28.2745990753, propagate_backward_time: 41.7733917236, weight_update_time: 0.0837441385, other_time: 1.8346710205
epoch time: 5.9347348213s, input_fired_time: 0.0876702145, output_fired_time: 0.0000000000, propagate_forward_time: 5.5435385704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3035259247
validation[          , genome  7112] predictions:    9731/  10000 (97.31%), best:    9737/10000 (97.37%), error:       880.36816, best error:       879.54517 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 72.5396804810s, input_fired_time: 0.8508250713, output_fired_time: 0.5123899579, propagate_forward_time: 27.9397850037, propagate_backward_time: 41.4221572876, weight_update_time: 0.0835102424, other_time: 1.8145256042
epoch time: 5.9252505302s, input_fired_time: 0.0883477554, output_fired_time: 0.0000000000, propagate_forward_time: 5.5375385284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2993640900
validation[          , genome  7112] predictions:    9718/  10000 (97.18%), best:    9737/10000 (97.37%), error:       896.02643, best error:       879.54517 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 71.8514480591s, input_fired_time: 0.8429663181, output_fired_time: 0.5069491267, propagate_forward_time: 27.7066726685, propagate_backward_time: 41.0152435303, weight_update_time: 0.0830222368, other_time: 1.7796173096
epoch time: 5.9251551628s, input_fired_time: 0.0884795338, output_fired_time: 0.0000000000, propagate_forward_time: 5.5371150970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2995605469
validation[          , genome  7112] predictions:    9730/  10000 (97.30%), best:    9737/10000 (97.37%), error:       929.16486, best error:       879.54517 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 71.9640655518s, input_fired_time: 0.8482802510, output_fired_time: 0.5077957511, propagate_forward_time: 27.7404270172, propagate_backward_time: 41.0834999084, weight_update_time: 0.0832021907, other_time: 1.7840614319
epoch time: 5.9251599312s, input_fired_time: 0.0887435600, output_fired_time: 0.0000000000, propagate_forward_time: 5.5371899605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2992262840
validation[          , genome  7112] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       854.45319, best error:       854.45319 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 71.8489837646s, input_fired_time: 0.8481631875, output_fired_time: 0.5067064166, propagate_forward_time: 27.6865520477, propagate_backward_time: 40.9924430847, weight_update_time: 0.0823632926, other_time: 1.8151206970
epoch time: 5.9273214340s, input_fired_time: 0.0904101953, output_fired_time: 0.0000000000, propagate_forward_time: 5.5371685028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2997426987
validation[          , genome  7112] predictions:    9747/  10000 (97.47%), best:    9752/10000 (97.52%), error:       872.19196, best error:       854.45319 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 72.6833877563s, input_fired_time: 0.8516851068, output_fired_time: 0.5123677254, propagate_forward_time: 28.0277462006, propagate_backward_time: 41.4689750671, weight_update_time: 0.0826743245, other_time: 1.8226127625
epoch time: 5.9230542183s, input_fired_time: 0.0878165439, output_fired_time: 0.0000000000, propagate_forward_time: 5.5342411995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3009963036
validation[          , genome  7112] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       867.19000, best error:       854.45319 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 71.9095153809s, input_fired_time: 0.8430791497, output_fired_time: 0.5081749558, propagate_forward_time: 27.6790199280, propagate_backward_time: 41.1025657654, weight_update_time: 0.0818979442, other_time: 1.7766723633
epoch time: 5.9229154587s, input_fired_time: 0.0894856155, output_fired_time: 0.0000000000, propagate_forward_time: 5.5358104706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2976193428
validation[          , genome  7112] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       860.20142, best error:       854.45319 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 71.7909851074s, input_fired_time: 0.8439640999, output_fired_time: 0.5058719516, propagate_forward_time: 27.6868114471, propagate_backward_time: 40.9741706848, weight_update_time: 0.0817585811, other_time: 1.7801628113
epoch time: 5.9242262840s, input_fired_time: 0.0886197090, output_fired_time: 0.0000000000, propagate_forward_time: 5.5379648209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2976417542
validation[          , genome  7112] predictions:    9739/  10000 (97.39%), best:    9752/10000 (97.52%), error:       887.58618, best error:       854.45319 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 71.8911285400s, input_fired_time: 0.8472064137, output_fired_time: 0.5071409941, propagate_forward_time: 27.7310218811, propagate_backward_time: 41.0164718628, weight_update_time: 0.0829586312, other_time: 1.7892875671
epoch time: 5.9266285896s, input_fired_time: 0.0891136527, output_fired_time: 0.0000000000, propagate_forward_time: 5.5364480019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3010668755
validation[          , genome  7112] predictions:    9742/  10000 (97.42%), best:    9752/10000 (97.52%), error:       863.79510, best error:       854.45319 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 71.8130264282s, input_fired_time: 0.8453451991, output_fired_time: 0.5064029098, propagate_forward_time: 27.6945781708, propagate_backward_time: 40.9719581604, weight_update_time: 0.0829286650, other_time: 1.7947425842
epoch time: 5.9369997978s, input_fired_time: 0.0904572830, output_fired_time: 0.0000000000, propagate_forward_time: 5.5429520607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3035902977
validation[          , genome  7112] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       791.40198, best error:       791.40198 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 72.1228103638s, input_fired_time: 0.8495523930, output_fired_time: 0.5095416903, propagate_forward_time: 27.8061370850, propagate_backward_time: 41.1625061035, weight_update_time: 0.0833492577, other_time: 1.7950668335
epoch time: 5.9234929085s, input_fired_time: 0.0877383277, output_fired_time: 0.0000000000, propagate_forward_time: 5.5364718437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2992825508
validation[          , genome  7112] predictions:    9727/  10000 (97.27%), best:    9771/10000 (97.71%), error:       990.32483, best error:       791.40198 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 71.9061737061s, input_fired_time: 0.8513224125, output_fired_time: 0.5072911382, propagate_forward_time: 27.7232131958, propagate_backward_time: 41.0424766541, weight_update_time: 0.0832532793, other_time: 1.7818641663
epoch time: 5.9543228149s, input_fired_time: 0.0918220654, output_fired_time: 0.0000000000, propagate_forward_time: 5.5585989952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3039016724
validation[          , genome  7112] predictions:    9705/  10000 (97.05%), best:    9771/10000 (97.71%), error:       962.95312, best error:       791.40198 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 71.8734588623s, input_fired_time: 0.8530730009, output_fired_time: 0.5070261359, propagate_forward_time: 27.7155857086, propagate_backward_time: 41.0141181946, weight_update_time: 0.0831513777, other_time: 1.7836570740
epoch time: 5.9268546104s, input_fired_time: 0.0908379182, output_fired_time: 0.0000000000, propagate_forward_time: 5.5373392105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2986774445
validation[          , genome  7112] predictions:    9699/  10000 (96.99%), best:    9771/10000 (97.71%), error:       970.20947, best error:       791.40198 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 75.6785964966s, input_fired_time: 0.8767440915, output_fired_time: 0.5308233500, propagate_forward_time: 29.2514457703, propagate_backward_time: 43.1593360901, weight_update_time: 0.0850910991, other_time: 1.8602447510
epoch time: 5.9283800125s, input_fired_time: 0.0893021077, output_fired_time: 0.0000000000, propagate_forward_time: 5.5387630463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3003149033
validation[          , genome  7112] predictions:    9767/  10000 (97.67%), best:    9771/10000 (97.71%), error:       823.78186, best error:       791.40198 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 73.7317733765s, input_fired_time: 0.8664140701, output_fired_time: 0.5181525946, propagate_forward_time: 28.4699745178, propagate_backward_time: 42.0449638367, weight_update_time: 0.0829625353, other_time: 1.8322677612
epoch time: 5.9427733421s, input_fired_time: 0.0923106745, output_fired_time: 0.0000000000, propagate_forward_time: 5.5475554466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3029069901
validation[          , genome  7112] predictions:    9727/  10000 (97.27%), best:    9771/10000 (97.71%), error:       954.41785, best error:       791.40198 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 72.8478012085s, input_fired_time: 0.8591488600, output_fired_time: 0.5125036240, propagate_forward_time: 28.0912246704, propagate_backward_time: 41.5920524597, weight_update_time: 0.0828329027, other_time: 1.7928733826
epoch time: 5.9277224541s, input_fired_time: 0.0906343162, output_fired_time: 0.0000000000, propagate_forward_time: 5.5381121635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2989759445
validation[          , genome  7112] predictions:    9751/  10000 (97.51%), best:    9771/10000 (97.71%), error:       841.59991, best error:       791.40198 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 71.9849548340s, input_fired_time: 0.8578767776, output_fired_time: 0.5094850063, propagate_forward_time: 27.7188911438, propagate_backward_time: 41.0996398926, weight_update_time: 0.0820934400, other_time: 1.7990608215
epoch time: 5.9235920906s, input_fired_time: 0.0898096114, output_fired_time: 0.0000000000, propagate_forward_time: 5.5364856720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2972970009
validation[          , genome  7112] predictions:    9767/  10000 (97.67%), best:    9771/10000 (97.71%), error:       846.19324, best error:       791.40198 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 71.8991546631s, input_fired_time: 0.8569949269, output_fired_time: 0.5078623891, propagate_forward_time: 27.7255516052, propagate_backward_time: 41.0444488525, weight_update_time: 0.0816535652, other_time: 1.7642936707
epoch time: 6.1910843849s, input_fired_time: 0.0920758843, output_fired_time: 0.0000000000, propagate_forward_time: 5.7914299965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3075785637
validation[          , genome  7112] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       790.00006, best error:       790.00006 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 75.5181808472s, input_fired_time: 0.8815144897, output_fired_time: 0.5317060351, propagate_forward_time: 29.1914596558, propagate_backward_time: 43.0859527588, weight_update_time: 0.0830155239, other_time: 1.8275451660
epoch time: 5.9317870140s, input_fired_time: 0.0909902453, output_fired_time: 0.0000000000, propagate_forward_time: 5.5390434265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3017535210
validation[          , genome  7112] predictions:    9760/  10000 (97.60%), best:    9763/10000 (97.63%), error:       806.03326, best error:       790.00006 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 74.2915725708s, input_fired_time: 0.8743070960, output_fired_time: 0.5198410153, propagate_forward_time: 28.7401351929, propagate_backward_time: 42.3695144653, weight_update_time: 0.0814024881, other_time: 1.7877731323
epoch time: 6.0248198509s, input_fired_time: 0.0904826522, output_fired_time: 0.0000000000, propagate_forward_time: 5.6349873543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2993497849
validation[          , genome  7112] predictions:    9760/  10000 (97.60%), best:    9763/10000 (97.63%), error:       810.05127, best error:       790.00006 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 72.0434722900s, input_fired_time: 0.8613353968, output_fired_time: 0.5077006817, propagate_forward_time: 27.7603530884, propagate_backward_time: 41.1299819946, weight_update_time: 0.0820595175, other_time: 1.7841033936
epoch time: 5.9541907310s, input_fired_time: 0.0922988132, output_fired_time: 0.0000000000, propagate_forward_time: 5.5577120781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3041796684
validation[          , genome  7112] predictions:    9742/  10000 (97.42%), best:    9763/10000 (97.63%), error:       889.55231, best error:       790.00006 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 72.3969268799s, input_fired_time: 0.8618483543, output_fired_time: 0.5104327202, propagate_forward_time: 27.9102172852, propagate_backward_time: 41.3433265686, weight_update_time: 0.0800830498, other_time: 1.7711067200
epoch time: 6.0073595047s, input_fired_time: 0.0898283795, output_fired_time: 0.0000000000, propagate_forward_time: 5.6227760315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2947549820
validation[          , genome  7112] predictions:    9736/  10000 (97.36%), best:    9763/10000 (97.63%), error:       939.48578, best error:       790.00006 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 74.8083877563s, input_fired_time: 0.8719131351, output_fired_time: 0.5264909267, propagate_forward_time: 28.9238128662, propagate_backward_time: 42.6897239685, weight_update_time: 0.0800563470, other_time: 1.7964515686
epoch time: 5.9394502640s, input_fired_time: 0.0918959156, output_fired_time: 0.0000000000, propagate_forward_time: 5.5433659554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3041882515
validation[          , genome  7112] predictions:    9759/  10000 (97.59%), best:    9763/10000 (97.63%), error:       802.64319, best error:       790.00006 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 74.1799926758s, input_fired_time: 0.8855745196, output_fired_time: 0.5227176547, propagate_forward_time: 28.6422691345, propagate_backward_time: 42.2823219299, weight_update_time: 0.0831573755, other_time: 1.8471069336
epoch time: 6.3816356659s, input_fired_time: 0.0952169374, output_fired_time: 0.0000000000, propagate_forward_time: 5.9696612358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3167576790
validation[          , genome  7112] predictions:    9656/  10000 (96.56%), best:    9763/10000 (97.63%), error:      1203.56531, best error:       790.00006 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 75.2656784058s, input_fired_time: 0.8902017474, output_fired_time: 0.5297318101, propagate_forward_time: 29.0832462311, propagate_backward_time: 42.9089622498, weight_update_time: 0.0844625458, other_time: 1.8535346985
epoch time: 5.9582796097s, input_fired_time: 0.0929882005, output_fired_time: 0.0000000000, propagate_forward_time: 5.5607829094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3045086861
validation[          , genome  7112] predictions:    9748/  10000 (97.48%), best:    9763/10000 (97.63%), error:       831.67285, best error:       790.00006 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 73.7128829956s, input_fired_time: 0.8746036887, output_fired_time: 0.5252661109, propagate_forward_time: 28.4366168976, propagate_backward_time: 42.0708999634, weight_update_time: 0.0819748044, other_time: 1.8054962158
epoch time: 5.9193348885s, input_fired_time: 0.0885960609, output_fired_time: 0.0000000000, propagate_forward_time: 5.5361385345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2946004868
validation[          , genome  7112] predictions:    9749/  10000 (97.49%), best:    9763/10000 (97.63%), error:       839.47266, best error:       790.00006 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 74.5269165039s, input_fired_time: 0.8704268932, output_fired_time: 0.5290676355, propagate_forward_time: 28.7654438019, propagate_backward_time: 42.6121864319, weight_update_time: 0.0772501156, other_time: 1.7497901917
epoch time: 6.2286891937s, input_fired_time: 0.0938365534, output_fired_time: 0.0000000000, propagate_forward_time: 5.8287749290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3060774803
validation[          , genome  7112] predictions:    9733/  10000 (97.33%), best:    9763/10000 (97.63%), error:       866.17377, best error:       790.00006 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 72.7320175171s, input_fired_time: 0.8583347201, output_fired_time: 0.5110366344, propagate_forward_time: 28.0645656586, propagate_backward_time: 41.6048088074, weight_update_time: 0.0767030194, other_time: 1.6932640076
epoch time: 5.9105973244s, input_fired_time: 0.0885116160, output_fired_time: 0.0000000000, propagate_forward_time: 5.5336785316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2884073257
validation[          , genome  7112] predictions:    9755/  10000 (97.55%), best:    9763/10000 (97.63%), error:       849.30914, best error:       790.00006 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 71.8969497681s, input_fired_time: 0.8432488441, output_fired_time: 0.5042111874, propagate_forward_time: 27.8027515411, propagate_backward_time: 41.0827903748, weight_update_time: 0.0750424936, other_time: 1.6639518738
epoch time: 5.9461622238s, input_fired_time: 0.0873911008, output_fired_time: 0.0000000000, propagate_forward_time: 5.5677137375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2910575867
validation[          , genome  7112] predictions:    9673/  10000 (96.73%), best:    9763/10000 (97.63%), error:      1115.11169, best error:       790.00006 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 71.9819412231s, input_fired_time: 0.8501419425, output_fired_time: 0.5096884370, propagate_forward_time: 27.7899322510, propagate_backward_time: 41.1603202820, weight_update_time: 0.0752192587, other_time: 1.6718559265
epoch time: 5.9134049416s, input_fired_time: 0.0878848583, output_fired_time: 0.0000000000, propagate_forward_time: 5.5349292755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905907631
validation[          , genome  7112] predictions:    9742/  10000 (97.42%), best:    9763/10000 (97.63%), error:       843.24280, best error:       790.00006 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 71.9401931763s, input_fired_time: 0.8552660942, output_fired_time: 0.5037733316, propagate_forward_time: 27.7669792175, propagate_backward_time: 41.1258239746, weight_update_time: 0.0754360110, other_time: 1.6883506775
epoch time: 5.9986529350s, input_fired_time: 0.0894149914, output_fired_time: 0.0000000000, propagate_forward_time: 5.6159601212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932777405
validation[          , genome  7112] predictions:    9754/  10000 (97.54%), best:    9763/10000 (97.63%), error:       824.95862, best error:       790.00006 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 73.1336364746s, input_fired_time: 0.8613237739, output_fired_time: 0.5307686329, propagate_forward_time: 28.2154312134, propagate_backward_time: 41.7962951660, weight_update_time: 0.0767151043, other_time: 1.7298202515
epoch time: 5.9310894012s, input_fired_time: 0.0900618583, output_fired_time: 0.0000000000, propagate_forward_time: 5.5496439934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913837433
validation[          , genome  7112] predictions:    9711/  10000 (97.11%), best:    9763/10000 (97.63%), error:       980.29639, best error:       790.00006 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 71.9467163086s, input_fired_time: 0.8536769152, output_fired_time: 0.5173180103, propagate_forward_time: 27.7571964264, propagate_backward_time: 41.1370620728, weight_update_time: 0.0753990710, other_time: 1.6814651489
epoch time: 5.9205403328s, input_fired_time: 0.0903178006, output_fired_time: 0.0000000000, propagate_forward_time: 5.5368247032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2933979034
validation[          , genome  7112] predictions:    9744/  10000 (97.44%), best:    9763/10000 (97.63%), error:       824.52563, best error:       790.00006 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 72.6047058105s, input_fired_time: 0.8594018221, output_fired_time: 0.5294470191, propagate_forward_time: 28.1135997772, propagate_backward_time: 41.4076499939, weight_update_time: 0.0759706348, other_time: 1.6945991516
epoch time: 6.0092148781s, input_fired_time: 0.0912577659, output_fired_time: 0.0000000000, propagate_forward_time: 5.6221885681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2957687378
validation[          , genome  7112] predictions:    9749/  10000 (97.49%), best:    9763/10000 (97.63%), error:       828.17957, best error:       790.00006 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 72.1627731323s, input_fired_time: 0.8564001322, output_fired_time: 0.5169996619, propagate_forward_time: 27.9333896637, propagate_backward_time: 41.1718788147, weight_update_time: 0.0759503692, other_time: 1.6841087341
epoch time: 5.9179468155s, input_fired_time: 0.0884549692, output_fired_time: 0.0000000000, propagate_forward_time: 5.5368385315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2926530838
validation[          , genome  7112] predictions:    9694/  10000 (96.94%), best:    9763/10000 (97.63%), error:       980.46985, best error:       790.00006 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 71.8248443604s, input_fired_time: 0.8517203331, output_fired_time: 0.5139836669, propagate_forward_time: 27.7422428131, propagate_backward_time: 41.0412445068, weight_update_time: 0.0757425278, other_time: 1.6756515503
epoch time: 5.9544582367s, input_fired_time: 0.0889568180, output_fired_time: 0.0000000000, propagate_forward_time: 5.5705995560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949018478
validation[          , genome  7112] predictions:    9714/  10000 (97.14%), best:    9763/10000 (97.63%), error:       943.52576, best error:       790.00006 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 71.8736190796s, input_fired_time: 0.8543902040, output_fired_time: 0.5145425797, propagate_forward_time: 27.7818737030, propagate_backward_time: 41.0452117920, weight_update_time: 0.0757344589, other_time: 1.6775970459
epoch time: 5.9686803818s, input_fired_time: 0.0902475417, output_fired_time: 0.0000000000, propagate_forward_time: 5.5836830139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2947497368
validation[          , genome  7112] predictions:    9708/  10000 (97.08%), best:    9763/10000 (97.63%), error:       941.68060, best error:       790.00006 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 71.9055404663s, input_fired_time: 0.8550674915, output_fired_time: 0.5098991990, propagate_forward_time: 27.7768630981, propagate_backward_time: 41.0854988098, weight_update_time: 0.0756949186, other_time: 1.6782112122
epoch time: 5.9198770523s, input_fired_time: 0.0903162509, output_fired_time: 0.0000000000, propagate_forward_time: 5.5368294716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2927312851
validation[          , genome  7112] predictions:    9721/  10000 (97.21%), best:    9763/10000 (97.63%), error:       893.73676, best error:       790.00006 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 72.1091003418s, input_fired_time: 0.8560645580, output_fired_time: 0.5124126077, propagate_forward_time: 27.8355464935, propagate_backward_time: 41.2106475830, weight_update_time: 0.0756616369, other_time: 1.6944274902
epoch time: 5.9241209030s, input_fired_time: 0.0909494162, output_fired_time: 0.0000000000, propagate_forward_time: 5.5382313728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949399948
validation[          , genome  7112] predictions:    9773/  10000 (97.73%), best:    9763/10000 (97.63%), error:       821.88782, best error:       790.00006 on epoch:    45, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 72.0562057495s, input_fired_time: 0.8555172682, output_fired_time: 0.5115750432, propagate_forward_time: 27.8146190643, propagate_backward_time: 41.1634216309, weight_update_time: 0.0757400766, other_time: 1.7110748291
epoch time: 5.9252276421s, input_fired_time: 0.0897905529, output_fired_time: 0.0000000000, propagate_forward_time: 5.5372147560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2982225418
validation[          , genome  7112] predictions:    9732/  10000 (97.32%), best:    9763/10000 (97.63%), error:       885.05475, best error:       790.00006 on epoch:    45, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 72.1262512207s, input_fired_time: 0.8546251059, output_fired_time: 0.5189846754, propagate_forward_time: 27.8378143311, propagate_backward_time: 41.2277755737, weight_update_time: 0.0757127181, other_time: 1.6870574951
epoch time: 5.9152002335s, input_fired_time: 0.0895616338, output_fired_time: 0.0000000000, propagate_forward_time: 5.5349082947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2907304764
validation[          , genome  7112] predictions:    9770/  10000 (97.70%), best:    9763/10000 (97.63%), error:       808.71307, best error:       790.00006 on epoch:    45, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 73.4438095093s, input_fired_time: 0.8659836650, output_fired_time: 0.5234498978, propagate_forward_time: 28.3474826813, propagate_backward_time: 41.9883460999, weight_update_time: 0.0768549070, other_time: 1.7185478210
epoch time: 5.9935750961s, input_fired_time: 0.0917008519, output_fired_time: 0.0000000000, propagate_forward_time: 5.6002035141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3016705513
validation[          , genome  7112] predictions:    9750/  10000 (97.50%), best:    9763/10000 (97.63%), error:       844.94043, best error:       790.00006 on epoch:    45, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 72.6391906738s, input_fired_time: 0.8676597476, output_fired_time: 0.5124848485, propagate_forward_time: 28.0302543640, propagate_backward_time: 41.4904479980, weight_update_time: 0.0796219036, other_time: 1.7383460999
epoch time: 5.9798560143s, input_fired_time: 0.0909353271, output_fired_time: 0.0000000000, propagate_forward_time: 5.5933966637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2955241203
validation[          , genome  7112] predictions:    9741/  10000 (97.41%), best:    9763/10000 (97.63%), error:       882.86157, best error:       790.00006 on epoch:    45, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 73.3101043701s, input_fired_time: 0.8611586094, output_fired_time: 0.5175149441, propagate_forward_time: 28.3173637390, propagate_backward_time: 41.9140472412, weight_update_time: 0.0771011487, other_time: 1.7000160217
epoch time: 5.9284820557s, input_fired_time: 0.0906329378, output_fired_time: 0.0000000000, propagate_forward_time: 5.5452833176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2925658226
validation[          , genome  7112] predictions:    9742/  10000 (97.42%), best:    9763/10000 (97.63%), error:       883.98340, best error:       790.00006 on epoch:    45, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 72.6364517212s, input_fired_time: 0.8577784300, output_fired_time: 0.5137173533, propagate_forward_time: 28.0156002045, propagate_backward_time: 41.5651473999, weight_update_time: 0.0763502046, other_time: 1.6842041016
epoch time: 6.0755586624s, input_fired_time: 0.0927760527, output_fired_time: 0.0000000000, propagate_forward_time: 5.6871976852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2955851555
validation[          , genome  7112] predictions:    9738/  10000 (97.38%), best:    9763/10000 (97.63%), error:       939.48407, best error:       790.00006 on epoch:    45, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 72.4017715454s, input_fired_time: 0.8765060306, output_fired_time: 0.5111904144, propagate_forward_time: 27.9083957672, propagate_backward_time: 41.2955360413, weight_update_time: 0.0833808482, other_time: 1.8101463318
epoch time: 5.9336938858s, input_fired_time: 0.0938801393, output_fired_time: 0.0000000000, propagate_forward_time: 5.5374522209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3023614883
validation[          , genome  7112] predictions:    9759/  10000 (97.59%), best:    9763/10000 (97.63%), error:       827.60693, best error:       790.00006 on epoch:    45, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 73.7743835449s, input_fired_time: 0.8653333187, output_fired_time: 0.5210791230, propagate_forward_time: 28.4100303650, propagate_backward_time: 42.2434387207, weight_update_time: 0.0777441040, other_time: 1.7345008850
epoch time: 5.9780912399s, input_fired_time: 0.0909462422, output_fired_time: 0.0000000000, propagate_forward_time: 5.5920100212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2951350212
validation[          , genome  7112] predictions:    9716/  10000 (97.16%), best:    9763/10000 (97.63%), error:       923.66522, best error:       790.00006 on epoch:    45, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 75.2055053711s, input_fired_time: 0.8748506904, output_fired_time: 0.5324466228, propagate_forward_time: 29.1104450226, propagate_backward_time: 42.9376029968, weight_update_time: 0.0787990019, other_time: 1.7501640320
epoch time: 6.3873767853s, input_fired_time: 0.0958533138, output_fired_time: 0.0000000000, propagate_forward_time: 5.9808716774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3106517792
validation[          , genome  7112] predictions:    9731/  10000 (97.31%), best:    9763/10000 (97.63%), error:       949.10065, best error:       790.00006 on epoch:    45, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 72.9810485840s, input_fired_time: 0.8640154004, output_fired_time: 0.5310951471, propagate_forward_time: 28.3035793304, propagate_backward_time: 41.5870285034, weight_update_time: 0.0764633492, other_time: 1.6953277588
epoch time: 5.9756345749s, input_fired_time: 0.0913981274, output_fired_time: 0.0000000000, propagate_forward_time: 5.5903711319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2938652039
validation[          , genome  7112] predictions:    9740/  10000 (97.40%), best:    9763/10000 (97.63%), error:       842.31104, best error:       790.00006 on epoch:    45, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 72.8252487183s, input_fired_time: 0.8644880056, output_fired_time: 0.5294941664, propagate_forward_time: 28.0961666107, propagate_backward_time: 41.6386604309, weight_update_time: 0.0761420727, other_time: 1.6964378357
epoch time: 5.9254827499s, input_fired_time: 0.0915767848, output_fired_time: 0.0000000000, propagate_forward_time: 5.5426039696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913022041
validation[          , genome  7112] predictions:    9734/  10000 (97.34%), best:    9763/10000 (97.63%), error:       960.32202, best error:       790.00006 on epoch:    45, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 72.3294372559s, input_fired_time: 0.8578708768, output_fired_time: 0.5179708004, propagate_forward_time: 27.9483757019, propagate_backward_time: 41.3471603394, weight_update_time: 0.0757303759, other_time: 1.6580619812
epoch time: 5.9401497841s, input_fired_time: 0.0916946530, output_fired_time: 0.0000000000, propagate_forward_time: 5.5564942360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919607162
validation[          , genome  7112] predictions:    9759/  10000 (97.59%), best:    9763/10000 (97.63%), error:       796.00677, best error:       790.00006 on epoch:    45, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 72.1998748779s, input_fired_time: 0.8622962236, output_fired_time: 0.5251001716, propagate_forward_time: 27.9192657471, propagate_backward_time: 41.2252807617, weight_update_time: 0.0757270902, other_time: 1.6679306030
epoch time: 5.9189496040s, input_fired_time: 0.0913359895, output_fired_time: 0.0000000000, propagate_forward_time: 5.5368356705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2907781601
validation[          , genome  7112] predictions:    9739/  10000 (97.39%), best:    9763/10000 (97.63%), error:       860.54688, best error:       790.00006 on epoch:    45, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 71.8369369507s, input_fired_time: 0.8618134856, output_fired_time: 0.5125549436, propagate_forward_time: 27.7363548279, propagate_backward_time: 41.0664482117, weight_update_time: 0.0754777044, other_time: 1.6597595215
epoch time: 6.1173477173s, input_fired_time: 0.0935694054, output_fired_time: 0.0000000000, propagate_forward_time: 5.7249484062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2988300323
validation[          , genome  7112] predictions:    9754/  10000 (97.54%), best:    9763/10000 (97.63%), error:       864.31006, best error:       790.00006 on epoch:    45, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 72.0436248779s, input_fired_time: 0.8649100065, output_fired_time: 0.5153370500, propagate_forward_time: 27.8029289246, propagate_backward_time: 41.1879997253, weight_update_time: 0.0755674094, other_time: 1.6724548340
epoch time: 5.9224376678s, input_fired_time: 0.0914793760, output_fired_time: 0.0000000000, propagate_forward_time: 5.5386161804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923421860
validation[          , genome  7112] predictions:    9719/  10000 (97.19%), best:    9763/10000 (97.63%), error:       931.57080, best error:       790.00006 on epoch:    45, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 72.6093750000s, input_fired_time: 0.8719663620, output_fired_time: 0.5166752934, propagate_forward_time: 28.0753402710, propagate_backward_time: 41.4454956055, weight_update_time: 0.0763157085, other_time: 1.6998977661
epoch time: 6.4528584480s, input_fired_time: 0.0999736860, output_fired_time: 0.0000000000, propagate_forward_time: 6.0356078148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3172769547
validation[          , genome  7112] predictions:    9750/  10000 (97.50%), best:    9763/10000 (97.63%), error:       864.38629, best error:       790.00006 on epoch:    45, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 71.9490356445s, input_fired_time: 0.8664966822, output_fired_time: 0.5109915733, propagate_forward_time: 27.7633819580, propagate_backward_time: 41.1090545654, weight_update_time: 0.0755595416, other_time: 1.6991119385
epoch time: 6.1068129539s, input_fired_time: 0.0939235315, output_fired_time: 0.0000000000, propagate_forward_time: 5.7109146118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3019747734
validation[          , genome  7112] predictions:    9769/  10000 (97.69%), best:    9763/10000 (97.63%), error:       814.62280, best error:       790.00006 on epoch:    45, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 71.9329681396s, input_fired_time: 0.8690059781, output_fired_time: 0.5071030855, propagate_forward_time: 27.7836875916, propagate_backward_time: 41.0866699219, weight_update_time: 0.0757966861, other_time: 1.6865043640
epoch time: 5.9239125252s, input_fired_time: 0.0926838070, output_fired_time: 0.0000000000, propagate_forward_time: 5.5384550095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2927737236
validation[          , genome  7112] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       786.69281, best error:       786.69281 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 71.8845367432s, input_fired_time: 0.8710375428, output_fired_time: 0.5052976012, propagate_forward_time: 27.7679920197, propagate_backward_time: 41.0639343262, weight_update_time: 0.0755886510, other_time: 1.6762771606
epoch time: 5.9602928162s, input_fired_time: 0.0925326124, output_fired_time: 0.0000000000, propagate_forward_time: 5.5766096115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2911505699
validation[          , genome  7112] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       779.05426, best error:       779.05426 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 71.6386947632s, input_fired_time: 0.8611863256, output_fired_time: 0.5033286810, propagate_forward_time: 27.6822853088, propagate_backward_time: 40.9484481812, weight_update_time: 0.0750779808, other_time: 1.6434516907
epoch time: 5.9171156883s, input_fired_time: 0.0922848433, output_fired_time: 0.0000000000, propagate_forward_time: 5.5365862846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2882447243
validation[          , genome  7112] predictions:    9778/  10000 (97.78%), best:    9782/10000 (97.82%), error:       798.39899, best error:       779.05426 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 71.6669540405s, input_fired_time: 0.8603022099, output_fired_time: 0.5025250912, propagate_forward_time: 27.6963558197, propagate_backward_time: 40.9728927612, weight_update_time: 0.0750520751, other_time: 1.6348724365
epoch time: 5.9130067825s, input_fired_time: 0.0920986980, output_fired_time: 0.0000000000, propagate_forward_time: 5.5332641602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2876439095
validation[          , genome  7112] predictions:    9739/  10000 (97.39%), best:    9782/10000 (97.82%), error:       860.52795, best error:       779.05426 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 71.6059265137s, input_fired_time: 0.8612043262, output_fired_time: 0.5025800467, propagate_forward_time: 27.6697120667, propagate_backward_time: 40.9334716797, weight_update_time: 0.0751179233, other_time: 1.6389579773
epoch time: 5.9185085297s, input_fired_time: 0.0912728980, output_fired_time: 0.0000000000, propagate_forward_time: 5.5363411903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2908945084
validation[          , genome  7112] predictions:    9738/  10000 (97.38%), best:    9782/10000 (97.82%), error:       869.07086, best error:       779.05426 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 71.6650543213s, input_fired_time: 0.8636274338, output_fired_time: 0.5054615736, propagate_forward_time: 27.6789321899, propagate_backward_time: 40.9699516296, weight_update_time: 0.0751776174, other_time: 1.6470832825
epoch time: 5.9157714844s, input_fired_time: 0.0917546302, output_fired_time: 0.0000000000, propagate_forward_time: 5.5345740318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2894430161
validation[          , genome  7112] predictions:    9762/  10000 (97.62%), best:    9782/10000 (97.82%), error:       832.00439, best error:       779.05426 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 71.6888351440s, input_fired_time: 0.8636919856, output_fired_time: 0.5041214228, propagate_forward_time: 27.7095146179, propagate_backward_time: 40.9600067139, weight_update_time: 0.0752235502, other_time: 1.6515007019
epoch time: 5.9425315857s, input_fired_time: 0.0935043171, output_fired_time: 0.0000000000, propagate_forward_time: 5.5582613945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2907657623
validation[          , genome  7112] predictions:    9770/  10000 (97.70%), best:    9782/10000 (97.82%), error:       803.69281, best error:       779.05426 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 71.7420501709s, input_fired_time: 0.8663237691, output_fired_time: 0.5037686825, propagate_forward_time: 27.6988620758, propagate_backward_time: 41.0091972351, weight_update_time: 0.0752117112, other_time: 1.6638984680
epoch time: 5.9189839363s, input_fired_time: 0.0928974226, output_fired_time: 0.0000000000, propagate_forward_time: 5.5344886780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915978432
validation[          , genome  7112] predictions:    9754/  10000 (97.54%), best:    9782/10000 (97.82%), error:       846.10901, best error:       779.05426 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 71.8993606567s, input_fired_time: 0.8682591915, output_fired_time: 0.5048796535, propagate_forward_time: 27.7794418335, propagate_backward_time: 41.0809631348, weight_update_time: 0.0752652586, other_time: 1.6658172607
epoch time: 5.9259867668s, input_fired_time: 0.0937763378, output_fired_time: 0.0000000000, propagate_forward_time: 5.5435185432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886919975
validation[          , genome  7112] predictions:    9747/  10000 (97.47%), best:    9782/10000 (97.82%), error:       873.40167, best error:       779.05426 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 72.0608444214s, input_fired_time: 0.8683813214, output_fired_time: 0.5084277987, propagate_forward_time: 27.8209915161, propagate_backward_time: 41.1920127869, weight_update_time: 0.0756433457, other_time: 1.6710319519
epoch time: 6.0002717972s, input_fired_time: 0.0947954431, output_fired_time: 0.0000000000, propagate_forward_time: 5.6118011475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2936754227
validation[          , genome  7112] predictions:    9759/  10000 (97.59%), best:    9782/10000 (97.82%), error:       809.68243, best error:       779.05426 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 72.6233520508s, input_fired_time: 0.8730273843, output_fired_time: 0.5169095993, propagate_forward_time: 28.0314865112, propagate_backward_time: 41.5335350037, weight_update_time: 0.0757461786, other_time: 1.6683998108
epoch time: 5.9235544205s, input_fired_time: 0.0922324061, output_fired_time: 0.0000000000, propagate_forward_time: 5.5403738022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909483910
validation[          , genome  7112] predictions:    9769/  10000 (97.69%), best:    9782/10000 (97.82%), error:       821.97571, best error:       779.05426 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 72.0958709717s, input_fired_time: 0.8677725196, output_fired_time: 0.5128555894, propagate_forward_time: 27.8345775604, propagate_backward_time: 41.2289695740, weight_update_time: 0.0758981183, other_time: 1.6516914368
epoch time: 5.9690890312s, input_fired_time: 0.0935598016, output_fired_time: 0.0000000000, propagate_forward_time: 5.5821070671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934222221
validation[          , genome  7112] predictions:    9714/  10000 (97.14%), best:    9782/10000 (97.82%), error:       987.43915, best error:       779.05426 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 72.2186508179s, input_fired_time: 0.8718649149, output_fired_time: 0.5091585517, propagate_forward_time: 27.8747406006, propagate_backward_time: 41.3035926819, weight_update_time: 0.0757159144, other_time: 1.6592979431
epoch time: 5.9254469872s, input_fired_time: 0.0929422006, output_fired_time: 0.0000000000, propagate_forward_time: 5.5403666496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2921380997
validation[          , genome  7112] predictions:    9757/  10000 (97.57%), best:    9782/10000 (97.82%), error:       874.96075, best error:       779.05426 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 72.0743560791s, input_fired_time: 0.8694614172, output_fired_time: 0.5126737356, propagate_forward_time: 27.8235359192, propagate_backward_time: 41.2044677734, weight_update_time: 0.0760117918, other_time: 1.6642189026
epoch time: 5.9295105934s, input_fired_time: 0.0938538760, output_fired_time: 0.0000000000, propagate_forward_time: 5.5436158180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2920408249
validation[          , genome  7112] predictions:    9755/  10000 (97.55%), best:    9782/10000 (97.82%), error:       839.88110, best error:       779.05426 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 72.3178100586s, input_fired_time: 0.8784558773, output_fired_time: 0.5138379335, propagate_forward_time: 27.9211921692, propagate_backward_time: 41.3146018982, weight_update_time: 0.0761902630, other_time: 1.6897201538
epoch time: 5.9380774498s, input_fired_time: 0.0948101804, output_fired_time: 0.0000000000, propagate_forward_time: 5.5501170158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2931504250
validation[          , genome  7112] predictions:    9731/  10000 (97.31%), best:    9782/10000 (97.82%), error:       933.52960, best error:       779.05426 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 72.5559616089s, input_fired_time: 0.8755787611, output_fired_time: 0.5112608075, propagate_forward_time: 27.9952526093, propagate_backward_time: 41.4829292297, weight_update_time: 0.0761926100, other_time: 1.6909370422
epoch time: 5.9180607796s, input_fired_time: 0.0937941894, output_fired_time: 0.0000000000, propagate_forward_time: 5.5347256660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2895407677
validation[          , genome  7112] predictions:    9777/  10000 (97.77%), best:    9782/10000 (97.82%), error:       784.92126, best error:       779.05426 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 71.8251571655s, input_fired_time: 0.8680416942, output_fired_time: 0.5058385134, propagate_forward_time: 27.7110061646, propagate_backward_time: 41.0678596497, weight_update_time: 0.0752013028, other_time: 1.6724128723
epoch time: 5.9209027290s, input_fired_time: 0.0941650122, output_fired_time: 0.0000000000, propagate_forward_time: 5.5349931717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917447090
validation[          , genome  7112] predictions:    9769/  10000 (97.69%), best:    9782/10000 (97.82%), error:       838.65002, best error:       779.05426 on epoch:    85, 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: 29.6480312347s, input_fired_time: 0.4658864141, output_fired_time: 0.0000000000, propagate_forward_time: 27.7019023895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4802417755
best training[          , genome  7112] predictions:   49671/  50000 (99.34%), best:    9782/10000 (97.82%), error:      1371.70764, best error:       779.05426 on epoch:    85, 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: 6.0324234962s, input_fired_time: 0.0915695056, output_fired_time: 0.0000000000, propagate_forward_time: 5.6378226280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3030314445
   testing[          , genome  7112] predictions:    9796/  10000 (97.96%), best:    9782/10000 (97.82%), error:       670.61206, best error:       779.05426 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:46:35 (5903): called boinc_finish(0)

</stderr_txt>
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