Nameexact_genome_1508499903_24_14703_1
Workunit2263952
Created24 Oct 2017, 13:32:21 UTC
Sent24 Oct 2017, 14:13:39 UTC
Report deadline16 Dec 2017, 7:30:15 UTC
Received28 Oct 2017, 12:10:44 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 days 4 hours 58 min 44 sec
CPU time1 days 4 hours 51 min 54 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size173.29 MB
Peak swap size178.14 MB
Peak disk usage6.67 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
5198974609
epoch time: 74.7914428711s, input_fired_time: 1.2917799950, output_fired_time: 0.0000000000, propagate_forward_time: 71.6232681274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8763961792
validation[          , genome 14703] predictions:    9832/  10000 (98.32%), best:    9851/10000 (98.51%), error:       545.42291, best error:       460.27786 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 952.3103027344s, input_fired_time: 10.5474195480, output_fired_time: 11.1088790894, propagate_forward_time: 358.8959960938, propagate_backward_time: 561.2015380859, weight_update_time: 0.9956926107, other_time: 10.5564575195
epoch time: 75.0294799805s, input_fired_time: 1.2968809605, output_fired_time: 0.0000000000, propagate_forward_time: 71.8652877808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8673095703
validation[          , genome 14703] predictions:    9856/  10000 (98.56%), best:    9851/10000 (98.51%), error:       463.85623, best error:       460.27786 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 951.2302246094s, input_fired_time: 10.5744781494, output_fired_time: 11.1220331192, propagate_forward_time: 358.6318664551, propagate_backward_time: 560.3587036133, weight_update_time: 0.9943786263, other_time: 10.5431518555
epoch time: 74.2525939941s, input_fired_time: 1.2896268368, output_fired_time: 0.0000000000, propagate_forward_time: 71.0866622925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8763046265
validation[          , genome 14703] predictions:    9834/  10000 (98.34%), best:    9851/10000 (98.51%), error:       539.22021, best error:       460.27786 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 952.3248901367s, input_fired_time: 10.5333881378, output_fired_time: 11.0952663422, propagate_forward_time: 358.8240966797, propagate_backward_time: 561.3178710938, weight_update_time: 0.9940041900, other_time: 10.5542602539
epoch time: 75.0924301147s, input_fired_time: 1.2985681295, output_fired_time: 0.0000000000, propagate_forward_time: 71.9195480347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8743133545
validation[          , genome 14703] predictions:    9843/  10000 (98.43%), best:    9851/10000 (98.51%), error:       496.54037, best error:       460.27786 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 951.8176879883s, input_fired_time: 10.5756816864, output_fired_time: 11.1271944046, propagate_forward_time: 358.6090087891, propagate_backward_time: 560.9117431641, weight_update_time: 0.9954681396, other_time: 10.5940551758
epoch time: 75.0872344971s, input_fired_time: 1.3069970608, output_fired_time: 0.0000000000, propagate_forward_time: 71.8892593384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8909759521
validation[          , genome 14703] predictions:    9840/  10000 (98.40%), best:    9851/10000 (98.51%), error:       533.53070, best error:       460.27786 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 952.2117309570s, input_fired_time: 10.5885753632, output_fired_time: 11.1081600189, propagate_forward_time: 358.8383789063, propagate_backward_time: 561.0884399414, weight_update_time: 0.9956421256, other_time: 10.5881958008
epoch time: 74.8915786743s, input_fired_time: 1.2958738804, output_fired_time: 0.0000000000, propagate_forward_time: 71.7098312378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8858718872
validation[          , genome 14703] predictions:    9854/  10000 (98.54%), best:    9854/10000 (98.54%), error:       436.61221, best error:       436.61221 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 952.0065917969s, input_fired_time: 10.5862302780, output_fired_time: 11.0909624100, propagate_forward_time: 358.8825988770, propagate_backward_time: 560.9097290039, weight_update_time: 0.9925891161, other_time: 10.5370483398
epoch time: 74.6632232666s, input_fired_time: 1.3020963669, output_fired_time: 0.0000000000, propagate_forward_time: 71.4855804443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8755493164
validation[          , genome 14703] predictions:    9853/  10000 (98.53%), best:    9854/10000 (98.54%), error:       454.79520, best error:       436.61221 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 951.0965576172s, input_fired_time: 10.5696849823, output_fired_time: 11.1087207794, propagate_forward_time: 358.1175842285, propagate_backward_time: 560.7290039063, weight_update_time: 0.9958240390, other_time: 10.5715332031
epoch time: 74.9717407227s, input_fired_time: 1.3031423092, output_fired_time: 0.0000000000, propagate_forward_time: 71.7891616821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8794403076
validation[          , genome 14703] predictions:    9861/  10000 (98.61%), best:    9854/10000 (98.54%), error:       449.22437, best error:       436.61221 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 952.4526367188s, input_fired_time: 10.6072177887, output_fired_time: 11.0974311829, propagate_forward_time: 359.3519897461, propagate_backward_time: 560.8424682617, weight_update_time: 0.9963585138, other_time: 10.5535278320
epoch time: 74.9357986450s, input_fired_time: 1.3042823076, output_fired_time: 0.0000000000, propagate_forward_time: 71.7408676147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8906478882
validation[          , genome 14703] predictions:    9673/  10000 (96.73%), best:    9854/10000 (98.54%), error:      1028.62170, best error:       436.61221 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 952.0059204102s, input_fired_time: 10.5845956802, output_fired_time: 11.0992975235, propagate_forward_time: 358.5427246094, propagate_backward_time: 561.1973876953, weight_update_time: 0.9995620847, other_time: 10.5819091797
epoch time: 74.5497436523s, input_fired_time: 1.3066180944, output_fired_time: 0.0000000000, propagate_forward_time: 71.3678894043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8752365112
validation[          , genome 14703] predictions:    9838/  10000 (98.38%), best:    9854/10000 (98.54%), error:       508.47046, best error:       436.61221 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 950.5582885742s, input_fired_time: 10.5934667587, output_fired_time: 11.1017036438, propagate_forward_time: 357.8841247559, propagate_backward_time: 560.4074096680, weight_update_time: 0.9947889447, other_time: 10.5715942383
epoch time: 75.3268585205s, input_fired_time: 1.3076378107, output_fired_time: 0.0000000000, propagate_forward_time: 72.1553955078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8638229370
validation[          , genome 14703] predictions:    9861/  10000 (98.61%), best:    9854/10000 (98.54%), error:       466.00299, best error:       436.61221 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 951.4299926758s, input_fired_time: 10.5721740723, output_fired_time: 11.0980949402, propagate_forward_time: 358.4943542480, propagate_backward_time: 560.6832885742, weight_update_time: 1.0024343729, other_time: 10.5820922852
epoch time: 75.3998107910s, input_fired_time: 1.3053009510, output_fired_time: 0.0000000000, propagate_forward_time: 72.2358779907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8586349487
validation[          , genome 14703] predictions:    9835/  10000 (98.35%), best:    9854/10000 (98.54%), error:       509.22235, best error:       436.61221 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 950.3303833008s, input_fired_time: 10.5897636414, output_fired_time: 11.1138544083, propagate_forward_time: 357.9837036133, propagate_backward_time: 560.1205444336, weight_update_time: 0.9898071885, other_time: 10.5225219727
epoch time: 74.8797988892s, input_fired_time: 1.3110978603, output_fired_time: 0.0000000000, propagate_forward_time: 71.6967163086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8719863892
validation[          , genome 14703] predictions:    9852/  10000 (98.52%), best:    9854/10000 (98.54%), error:       453.95395, best error:       436.61221 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 954.2123413086s, input_fired_time: 10.6334915161, output_fired_time: 11.1320610046, propagate_forward_time: 359.7868652344, propagate_backward_time: 562.0874023438, weight_update_time: 1.0049257278, other_time: 10.5725097656
epoch time: 75.2204513550s, input_fired_time: 1.3124245405, output_fired_time: 0.0000000000, propagate_forward_time: 72.0272064209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8808212280
validation[          , genome 14703] predictions:    9814/  10000 (98.14%), best:    9854/10000 (98.54%), error:       557.34790, best error:       436.61221 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 949.9162597656s, input_fired_time: 10.6169595718, output_fired_time: 11.0718822479, propagate_forward_time: 357.6905212402, propagate_backward_time: 559.9309692383, weight_update_time: 0.9995453954, other_time: 10.6058959961
epoch time: 74.9391250610s, input_fired_time: 1.3041472435, output_fired_time: 0.0000000000, propagate_forward_time: 71.7659301758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8690490723
validation[          , genome 14703] predictions:    9779/  10000 (97.79%), best:    9854/10000 (98.54%), error:       665.20142, best error:       436.61221 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 951.7239379883s, input_fired_time: 10.5875110626, output_fired_time: 11.1353244781, propagate_forward_time: 357.9302673340, propagate_backward_time: 561.5125732422, weight_update_time: 0.9919721484, other_time: 10.5582275391
epoch time: 75.0978775024s, input_fired_time: 1.2996860743, output_fired_time: 0.0000000000, propagate_forward_time: 71.9345550537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8636398315
validation[          , genome 14703] predictions:    9848/  10000 (98.48%), best:    9854/10000 (98.54%), error:       446.16528, best error:       436.61221 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 952.2550048828s, input_fired_time: 10.5974273682, output_fired_time: 11.1427593231, propagate_forward_time: 359.0443115234, propagate_backward_time: 560.9559936523, weight_update_time: 0.9972884059, other_time: 10.5145263672
epoch time: 74.7900009155s, input_fired_time: 1.3057026863, output_fired_time: 0.0000000000, propagate_forward_time: 71.6149597168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8693389893
validation[          , genome 14703] predictions:    9851/  10000 (98.51%), best:    9854/10000 (98.54%), error:       483.49570, best error:       436.61221 on epoch:    20, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 951.2012329102s, input_fired_time: 10.6158599854, output_fired_time: 11.0999498367, propagate_forward_time: 358.2566528320, propagate_backward_time: 560.6420288086, weight_update_time: 0.9987342358, other_time: 10.5867309570
epoch time: 75.1101684570s, input_fired_time: 1.3068960905, output_fired_time: 0.0000000000, propagate_forward_time: 71.9281311035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8751449585
validation[          , genome 14703] predictions:    9872/  10000 (98.72%), best:    9872/10000 (98.72%), error:       408.80078, best error:       408.80078 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 952.7906494141s, input_fired_time: 10.6370744705, output_fired_time: 11.0981760025, propagate_forward_time: 359.6611022949, propagate_backward_time: 560.8438720703, weight_update_time: 0.9950805306, other_time: 10.5504150391
epoch time: 74.9540557861s, input_fired_time: 1.3050723076, output_fired_time: 0.0000000000, propagate_forward_time: 71.7797622681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8692245483
validation[          , genome 14703] predictions:    9847/  10000 (98.47%), best:    9872/10000 (98.72%), error:       446.08530, best error:       408.80078 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 949.3446044922s, input_fired_time: 10.6162328720, output_fired_time: 11.1077661514, propagate_forward_time: 357.8699645996, propagate_backward_time: 559.1707763672, weight_update_time: 0.9961532354, other_time: 10.5798339844
epoch time: 74.9735717773s, input_fired_time: 1.3082813025, output_fired_time: 0.0000000000, propagate_forward_time: 71.7945709229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8707199097
validation[          , genome 14703] predictions:    9852/  10000 (98.52%), best:    9872/10000 (98.72%), error:       466.83487, best error:       408.80078 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 953.1330566406s, input_fired_time: 10.6457996368, output_fired_time: 11.1113309860, propagate_forward_time: 360.0406188965, propagate_backward_time: 560.7660522461, weight_update_time: 1.0069413185, other_time: 10.5692749023
epoch time: 75.0000381470s, input_fired_time: 1.3113764524, output_fired_time: 0.0000000000, propagate_forward_time: 71.8262329102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8624267578
validation[          , genome 14703] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       405.05917, best error:       405.05917 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 952.5938110352s, input_fired_time: 10.6427049637, output_fired_time: 11.1533260345, propagate_forward_time: 358.9031372070, propagate_backward_time: 561.3377685547, weight_update_time: 0.9976363182, other_time: 10.5568847656
epoch time: 74.9421844482s, input_fired_time: 1.3140790462, output_fired_time: 0.0000000000, propagate_forward_time: 71.7500228882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8780822754
validation[          , genome 14703] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       386.62625, best error:       386.62625 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 951.4176025391s, input_fired_time: 10.6124086380, output_fired_time: 11.1075620651, propagate_forward_time: 358.3119812012, propagate_backward_time: 560.8382568359, weight_update_time: 0.9977167249, other_time: 10.5473632813
epoch time: 74.8404998779s, input_fired_time: 1.3123859167, output_fired_time: 0.0000000000, propagate_forward_time: 71.6406250000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8874893188
validation[          , genome 14703] predictions:    9872/  10000 (98.72%), best:    9877/10000 (98.77%), error:       409.44919, best error:       386.62625 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 948.7318115234s, input_fired_time: 10.5985116959, output_fired_time: 11.0791101456, propagate_forward_time: 357.1949768066, propagate_backward_time: 559.2806396484, weight_update_time: 0.9982351065, other_time: 10.5786132813
epoch time: 74.9020156860s, input_fired_time: 1.3112926483, output_fired_time: 0.0000000000, propagate_forward_time: 71.7156524658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8750686646
validation[          , genome 14703] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       353.96494, best error:       353.96494 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 951.7930297852s, input_fired_time: 10.6330547333, output_fired_time: 11.1304254532, propagate_forward_time: 358.4725952148, propagate_backward_time: 561.0093994141, weight_update_time: 0.9921000600, other_time: 10.5475463867
epoch time: 74.6915893555s, input_fired_time: 1.3169201612, output_fired_time: 0.0000000000, propagate_forward_time: 71.4888305664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8858413696
validation[          , genome 14703] predictions:    9875/  10000 (98.75%), best:    9882/10000 (98.82%), error:       369.17273, best error:       353.96494 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 951.2908325195s, input_fired_time: 10.6256256104, output_fired_time: 11.1259403229, propagate_forward_time: 358.5169372559, propagate_backward_time: 560.4829711914, weight_update_time: 0.9969370961, other_time: 10.5393676758
epoch time: 74.7468032837s, input_fired_time: 1.3220452070, output_fired_time: 0.0000000000, propagate_forward_time: 71.5314331055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8933258057
validation[          , genome 14703] predictions:    9875/  10000 (98.75%), best:    9882/10000 (98.82%), error:       382.06030, best error:       353.96494 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 951.3457031250s, input_fired_time: 10.6408462524, output_fired_time: 11.0966119766, propagate_forward_time: 358.4047241211, propagate_backward_time: 560.6737670898, weight_update_time: 0.9997361898, other_time: 10.5297241211
epoch time: 74.3906936646s, input_fired_time: 1.3042391539, output_fired_time: 0.0000000000, propagate_forward_time: 71.2110290527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8754272461
validation[          , genome 14703] predictions:    9867/  10000 (98.67%), best:    9882/10000 (98.82%), error:       397.69666, best error:       353.96494 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 951.5089111328s, input_fired_time: 10.6389360428, output_fired_time: 11.0893363953, propagate_forward_time: 359.0253601074, propagate_backward_time: 560.2181396484, weight_update_time: 0.9928719997, other_time: 10.5371093750
epoch time: 75.0390777588s, input_fired_time: 1.3168020248, output_fired_time: 0.0000000000, propagate_forward_time: 71.8470306396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8752441406
validation[          , genome 14703] predictions:    9864/  10000 (98.64%), best:    9882/10000 (98.82%), error:       416.87250, best error:       353.96494 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 951.6694946289s, input_fired_time: 10.6391696930, output_fired_time: 11.0917568207, propagate_forward_time: 358.2174987793, propagate_backward_time: 561.1552124023, weight_update_time: 0.9946127534, other_time: 10.5658569336
epoch time: 75.0819396973s, input_fired_time: 1.3095262051, output_fired_time: 0.0000000000, propagate_forward_time: 71.9122009277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8602142334
validation[          , genome 14703] predictions:    9875/  10000 (98.75%), best:    9882/10000 (98.82%), error:       385.07767, best error:       353.96494 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 949.6884155273s, input_fired_time: 10.6190071106, output_fired_time: 11.0622014999, propagate_forward_time: 358.1240234375, propagate_backward_time: 559.3563232422, weight_update_time: 0.9909862876, other_time: 10.5268554688
epoch time: 75.3417968750s, input_fired_time: 1.3197804689, output_fired_time: 0.0000000000, propagate_forward_time: 72.1707687378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8512496948
validation[          , genome 14703] predictions:    9874/  10000 (98.74%), best:    9882/10000 (98.82%), error:       382.04163, best error:       353.96494 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 952.3005981445s, input_fired_time: 10.6455574036, output_fired_time: 11.0927248001, propagate_forward_time: 359.0187377930, propagate_backward_time: 561.0010375977, weight_update_time: 0.9977707267, other_time: 10.5425415039
epoch time: 75.0576324463s, input_fired_time: 1.3159002066, output_fired_time: 0.0000000000, propagate_forward_time: 71.8692245483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8725051880
validation[          , genome 14703] predictions:    9869/  10000 (98.69%), best:    9882/10000 (98.82%), error:       431.29495, best error:       353.96494 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 950.2896118164s, input_fired_time: 10.6222410202, output_fired_time: 11.0747480392, propagate_forward_time: 358.2231140137, propagate_backward_time: 559.8394775391, weight_update_time: 0.9911409616, other_time: 10.5300292969
epoch time: 74.6119689941s, input_fired_time: 1.3113536835, output_fired_time: 0.0000000000, propagate_forward_time: 71.4299087524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8707046509
validation[          , genome 14703] predictions:    9879/  10000 (98.79%), best:    9882/10000 (98.82%), error:       389.54022, best error:       353.96494 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 952.2738037109s, input_fired_time: 10.6434488297, output_fired_time: 11.1023244858, propagate_forward_time: 358.9098205566, propagate_backward_time: 561.0800781250, weight_update_time: 0.9981884956, other_time: 10.5382080078
epoch time: 74.7332153320s, input_fired_time: 1.3163242340, output_fired_time: 0.0000000000, propagate_forward_time: 71.5535125732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8633804321
validation[          , genome 14703] predictions:    9870/  10000 (98.70%), best:    9882/10000 (98.82%), error:       401.71152, best error:       353.96494 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 951.7832031250s, input_fired_time: 10.6566381454, output_fired_time: 11.1297855377, propagate_forward_time: 358.8197021484, propagate_backward_time: 560.6311645508, weight_update_time: 0.9998033047, other_time: 10.5459594727
epoch time: 74.8871154785s, input_fired_time: 1.3238666058, output_fired_time: 0.0000000000, propagate_forward_time: 71.6862792969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8769683838
validation[          , genome 14703] predictions:    9883/  10000 (98.83%), best:    9882/10000 (98.82%), error:       375.03214, best error:       353.96494 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 950.9427490234s, input_fired_time: 10.6700029373, output_fired_time: 11.0905818939, propagate_forward_time: 357.8800964355, propagate_backward_time: 560.7565917969, weight_update_time: 0.9972495437, other_time: 10.5455322266
epoch time: 74.9470443726s, input_fired_time: 1.3180611134, output_fired_time: 0.0000000000, propagate_forward_time: 71.7685394287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8604431152
validation[          , genome 14703] predictions:    9849/  10000 (98.49%), best:    9882/10000 (98.82%), error:       442.62683, best error:       353.96494 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 964.9547119141s, input_fired_time: 10.8047695160, output_fired_time: 11.2498044968, propagate_forward_time: 364.2161865234, propagate_backward_time: 568.0014038086, weight_update_time: 1.0126498938, other_time: 10.6825561523
epoch time: 75.9938125610s, input_fired_time: 1.3385307789, output_fired_time: 0.0000000000, propagate_forward_time: 72.7045135498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9507675171
validation[          , genome 14703] predictions:    9861/  10000 (98.61%), best:    9882/10000 (98.82%), error:       426.35901, best error:       353.96494 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 970.1040649414s, input_fired_time: 10.7911672592, output_fired_time: 11.2870473862, propagate_forward_time: 366.2572937012, propagate_backward_time: 570.7471313477, weight_update_time: 1.0145311356, other_time: 11.0214233398
epoch time: 76.2450103760s, input_fired_time: 1.3411831856, output_fired_time: 0.0000000000, propagate_forward_time: 72.9993362427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9044876099
validation[          , genome 14703] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       370.08685, best error:       353.96494 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 963.2065429688s, input_fired_time: 10.7315502167, output_fired_time: 11.2185344696, propagate_forward_time: 363.6169738770, propagate_backward_time: 567.1456909180, weight_update_time: 1.0017257929, other_time: 10.4938354492
epoch time: 74.1583023071s, input_fired_time: 1.3126006126, output_fired_time: 0.0000000000, propagate_forward_time: 70.9525985718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8931045532
validation[          , genome 14703] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       351.64410, best error:       351.64410 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 951.5386352539s, input_fired_time: 10.6739273071, output_fired_time: 11.1073350906, propagate_forward_time: 358.9841308594, propagate_backward_time: 560.2122192383, weight_update_time: 0.9976080060, other_time: 10.5609741211
epoch time: 74.9447402954s, input_fired_time: 1.3175014257, output_fired_time: 0.0000000000, propagate_forward_time: 71.7544784546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8727569580
validation[          , genome 14703] predictions:    9875/  10000 (98.75%), best:    9888/10000 (98.88%), error:       407.64734, best error:       351.64410 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 950.6175537109s, input_fired_time: 10.6600332260, output_fired_time: 11.1045722961, propagate_forward_time: 358.4026184082, propagate_backward_time: 559.9151000977, weight_update_time: 0.9920966029, other_time: 10.5352172852
epoch time: 74.7992248535s, input_fired_time: 1.3218932152, output_fired_time: 0.0000000000, propagate_forward_time: 71.5771560669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9001770020
validation[          , genome 14703] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       344.65567, best error:       344.65567 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 950.8067016602s, input_fired_time: 10.6802597046, output_fired_time: 11.0927782059, propagate_forward_time: 358.3804626465, propagate_backward_time: 560.0827636719, weight_update_time: 0.9985646605, other_time: 10.5704345703
epoch time: 75.2084045410s, input_fired_time: 1.3355679512, output_fired_time: 0.0000000000, propagate_forward_time: 71.9967651367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8760681152
validation[          , genome 14703] predictions:    9886/  10000 (98.86%), best:    9894/10000 (98.94%), error:       353.36307, best error:       344.65567 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 951.4312744141s, input_fired_time: 10.6797418594, output_fired_time: 11.0819053650, propagate_forward_time: 358.5039367676, propagate_backward_time: 560.6194458008, weight_update_time: 0.9984286427, other_time: 10.5462036133
epoch time: 74.4732894897s, input_fired_time: 1.3218368292, output_fired_time: 0.0000000000, propagate_forward_time: 71.2705917358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8808593750
validation[          , genome 14703] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       338.42517, best error:       338.42517 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 949.8250732422s, input_fired_time: 10.6883897781, output_fired_time: 11.0720567703, propagate_forward_time: 357.7813720703, propagate_backward_time: 559.7301635742, weight_update_time: 0.9970632792, other_time: 10.5530395508
epoch time: 75.0825729370s, input_fired_time: 1.3235580921, output_fired_time: 0.0000000000, propagate_forward_time: 71.9109497070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8480682373
validation[          , genome 14703] predictions:    9892/  10000 (98.92%), best:    9896/10000 (98.96%), error:       342.77097, best error:       338.42517 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 950.2409667969s, input_fired_time: 10.6499395370, output_fired_time: 11.0924205780, propagate_forward_time: 358.2757873535, propagate_backward_time: 559.6698608398, weight_update_time: 0.9986076355, other_time: 10.5529174805
epoch time: 74.5332260132s, input_fired_time: 1.3179782629, output_fired_time: 0.0000000000, propagate_forward_time: 71.3464279175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8688201904
validation[          , genome 14703] predictions:    9880/  10000 (98.80%), best:    9896/10000 (98.96%), error:       356.54431, best error:       338.42517 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 951.9863281250s, input_fired_time: 10.6925315857, output_fired_time: 11.0962181091, propagate_forward_time: 359.1879882813, propagate_backward_time: 560.4686279297, weight_update_time: 1.0013633966, other_time: 10.5410156250
epoch time: 75.0688400269s, input_fired_time: 1.3264032602, output_fired_time: 0.0000000000, propagate_forward_time: 71.8619384766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8805007935
validation[          , genome 14703] predictions:    9888/  10000 (98.88%), best:    9896/10000 (98.96%), error:       343.51028, best error:       338.42517 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 950.1875000000s, input_fired_time: 10.6930541992, output_fired_time: 11.0938034058, propagate_forward_time: 357.7214965820, propagate_backward_time: 560.1209106445, weight_update_time: 0.9995281696, other_time: 10.5582275391
epoch time: 74.5023956299s, input_fired_time: 1.3201448917, output_fired_time: 0.0000000000, propagate_forward_time: 71.3104705811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8717803955
validation[          , genome 14703] predictions:    9889/  10000 (98.89%), best:    9896/10000 (98.96%), error:       340.39325, best error:       338.42517 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 951.1998901367s, input_fired_time: 10.6518115997, output_fired_time: 11.1214437485, propagate_forward_time: 357.9983520508, propagate_backward_time: 560.9225463867, weight_update_time: 0.9960779548, other_time: 10.5057373047
epoch time: 75.1588439941s, input_fired_time: 1.3297716379, output_fired_time: 0.0000000000, propagate_forward_time: 71.9498443604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8792266846
validation[          , genome 14703] predictions:    9886/  10000 (98.86%), best:    9896/10000 (98.96%), error:       346.21634, best error:       338.42517 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 951.2731933594s, input_fired_time: 10.6835098267, output_fired_time: 11.1026973724, propagate_forward_time: 358.5428771973, propagate_backward_time: 560.4135742188, weight_update_time: 1.0064626932, other_time: 10.5305175781
epoch time: 74.8227005005s, input_fired_time: 1.3280466795, output_fired_time: 0.0000000000, propagate_forward_time: 71.6220245361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8726272583
validation[          , genome 14703] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       322.11758, best error:       322.11758 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 951.1791381836s, input_fired_time: 10.7092542648, output_fired_time: 11.0870580673, propagate_forward_time: 358.9812622070, propagate_backward_time: 559.8206787109, weight_update_time: 1.0000513792, other_time: 10.5809326172
epoch time: 74.8132858276s, input_fired_time: 1.3286417723, output_fired_time: 0.0000000000, propagate_forward_time: 71.5933456421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8912963867
validation[          , genome 14703] predictions:    9889/  10000 (98.89%), best:    9905/10000 (99.05%), error:       360.45612, best error:       322.11758 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 953.0572509766s, input_fired_time: 10.6870374680, output_fired_time: 11.1339769363, propagate_forward_time: 359.2027587891, propagate_backward_time: 561.4984130859, weight_update_time: 0.9990416169, other_time: 10.5350952148
epoch time: 75.0045166016s, input_fired_time: 1.3178164959, output_fired_time: 0.0000000000, propagate_forward_time: 71.8356399536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8510589600
validation[          , genome 14703] predictions:    9898/  10000 (98.98%), best:    9905/10000 (99.05%), error:       332.89539, best error:       322.11758 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 951.7470092773s, input_fired_time: 10.6811389923, output_fired_time: 11.1246414185, propagate_forward_time: 359.0571289063, propagate_backward_time: 560.3731079102, weight_update_time: 0.9955309629, other_time: 10.5109863281
epoch time: 74.3308639526s, input_fired_time: 1.3206620216, output_fired_time: 0.0000000000, propagate_forward_time: 71.1315078735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8786926270
validation[          , genome 14703] predictions:    9892/  10000 (98.92%), best:    9905/10000 (99.05%), error:       338.34250, best error:       322.11758 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 952.5246582031s, input_fired_time: 10.6905622482, output_fired_time: 11.1077651978, propagate_forward_time: 359.4871520996, propagate_backward_time: 560.6846313477, weight_update_time: 0.9935429096, other_time: 10.5545043945
epoch time: 74.8863296509s, input_fired_time: 1.3276342154, output_fired_time: 0.0000000000, propagate_forward_time: 71.6782226563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8804702759
validation[          , genome 14703] predictions:    9891/  10000 (98.91%), best:    9905/10000 (99.05%), error:       351.49451, best error:       322.11758 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 951.8706054688s, input_fired_time: 10.7178068161, output_fired_time: 11.0996093750, propagate_forward_time: 359.4292907715, propagate_backward_time: 560.0634765625, weight_update_time: 0.9990796447, other_time: 10.5604248047
epoch time: 75.1799392700s, input_fired_time: 1.3288649321, output_fired_time: 0.0000000000, propagate_forward_time: 71.9944686890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8566055298
validation[          , genome 14703] predictions:    9887/  10000 (98.87%), best:    9905/10000 (99.05%), error:       361.12903, best error:       322.11758 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 949.6107788086s, input_fired_time: 10.6820335388, output_fired_time: 11.0683240891, propagate_forward_time: 357.3880004883, propagate_backward_time: 559.9095458984, weight_update_time: 1.0018702745, other_time: 10.5629272461
epoch time: 74.5588684082s, input_fired_time: 1.3273668289, output_fired_time: 0.0000000000, propagate_forward_time: 71.3601303101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8713684082
validation[          , genome 14703] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       330.74393, best error:       322.11758 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 951.0928955078s, input_fired_time: 10.6904745102, output_fired_time: 11.0909242630, propagate_forward_time: 358.4320068359, propagate_backward_time: 560.3476562500, weight_update_time: 0.9999353290, other_time: 10.5317993164
epoch time: 75.0698089600s, input_fired_time: 1.3268877268, output_fired_time: 0.0000000000, propagate_forward_time: 71.8635787964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8793411255
validation[          , genome 14703] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       305.39377, best error:       305.39377 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 956.6239624023s, input_fired_time: 10.7390604019, output_fired_time: 11.1659564972, propagate_forward_time: 359.5631408691, propagate_backward_time: 564.5263671875, weight_update_time: 1.0023392439, other_time: 10.6293945313
epoch time: 74.9643936157s, input_fired_time: 1.3274592161, output_fired_time: 0.0000000000, propagate_forward_time: 71.7611923218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8757400513
validation[          , genome 14703] predictions:    9902/  10000 (99.02%), best:    9900/10000 (99.00%), error:       324.67499, best error:       305.39377 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 952.1647949219s, input_fired_time: 10.6955690384, output_fired_time: 11.1400384903, propagate_forward_time: 359.3293457031, propagate_backward_time: 560.5093994141, weight_update_time: 0.9988167882, other_time: 10.4904785156
epoch time: 74.9971542358s, input_fired_time: 1.3237860203, output_fired_time: 0.0000000000, propagate_forward_time: 71.8171005249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8562698364
validation[          , genome 14703] predictions:    9892/  10000 (98.92%), best:    9900/10000 (99.00%), error:       338.98141, best error:       305.39377 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 951.9916381836s, input_fired_time: 10.7039060593, output_fired_time: 11.1016197205, propagate_forward_time: 358.8131713867, propagate_backward_time: 560.8475952148, weight_update_time: 0.9999973178, other_time: 10.5253295898
epoch time: 74.8382720947s, input_fired_time: 1.3356914520, output_fired_time: 0.0000000000, propagate_forward_time: 71.6079177856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8946609497
validation[          , genome 14703] predictions:    9903/  10000 (99.03%), best:    9900/10000 (99.00%), error:       321.18124, best error:       305.39377 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 951.3173828125s, input_fired_time: 10.7070751190, output_fired_time: 11.1017885208, propagate_forward_time: 358.5199584961, propagate_backward_time: 560.4935302734, weight_update_time: 0.9965461493, other_time: 10.4949951172
epoch time: 75.2400894165s, input_fired_time: 1.3418563604, output_fired_time: 0.0000000000, propagate_forward_time: 72.0236968994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8745346069
validation[          , genome 14703] predictions:    9901/  10000 (99.01%), best:    9900/10000 (99.00%), error:       316.65146, best error:       305.39377 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 950.6878662109s, input_fired_time: 10.7031440735, output_fired_time: 11.1057491302, propagate_forward_time: 358.2197875977, propagate_backward_time: 560.1381225586, weight_update_time: 1.0005496740, other_time: 10.5210571289
epoch time: 75.4514083862s, input_fired_time: 1.3377153873, output_fired_time: 0.0000000000, propagate_forward_time: 72.2410202026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8726730347
validation[          , genome 14703] predictions:    9904/  10000 (99.04%), best:    9900/10000 (99.00%), error:       321.45566, best error:       305.39377 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 950.8640136719s, input_fired_time: 10.7084398270, output_fired_time: 11.1018238068, propagate_forward_time: 358.1849670410, propagate_backward_time: 560.3171386719, weight_update_time: 0.9967293143, other_time: 10.5516357422
epoch time: 74.7385025024s, input_fired_time: 1.3215373755, output_fired_time: 0.0000000000, propagate_forward_time: 71.5350952148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8818664551
validation[          , genome 14703] predictions:    9887/  10000 (98.87%), best:    9900/10000 (99.00%), error:       328.05646, best error:       305.39377 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 952.6118774414s, input_fired_time: 10.7264757156, output_fired_time: 11.0753536224, propagate_forward_time: 358.8235473633, propagate_backward_time: 561.4404907227, weight_update_time: 1.0036822557, other_time: 10.5459594727
epoch time: 74.7372360229s, input_fired_time: 1.3228546381, output_fired_time: 0.0000000000, propagate_forward_time: 71.5489273071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8654556274
validation[          , genome 14703] predictions:    9898/  10000 (98.98%), best:    9900/10000 (99.00%), error:       316.19568, best error:       305.39377 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 951.4865112305s, input_fired_time: 10.7226562500, output_fired_time: 11.1297683716, propagate_forward_time: 358.4562683105, propagate_backward_time: 560.6246337891, weight_update_time: 0.9967561364, other_time: 10.5532226563
epoch time: 75.0386734009s, input_fired_time: 1.3310878277, output_fired_time: 0.0000000000, propagate_forward_time: 71.8203964233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8871917725
validation[          , genome 14703] predictions:    9902/  10000 (99.02%), best:    9900/10000 (99.00%), error:       320.88620, best error:       305.39377 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 950.0900878906s, input_fired_time: 10.6753616333, output_fired_time: 11.0902366638, propagate_forward_time: 357.8882141113, propagate_backward_time: 559.9219360352, weight_update_time: 0.9964123368, other_time: 10.5143432617
epoch time: 75.1000823975s, input_fired_time: 1.3277522326, output_fired_time: 0.0000000000, propagate_forward_time: 71.9147262573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8576049805
validation[          , genome 14703] predictions:    9895/  10000 (98.95%), best:    9900/10000 (99.00%), error:       317.41296, best error:       305.39377 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 950.2766723633s, input_fired_time: 10.7159976959, output_fired_time: 11.0772209167, propagate_forward_time: 357.8380126953, propagate_backward_time: 560.0625000000, weight_update_time: 0.9950022697, other_time: 10.5829467773
epoch time: 74.8091354370s, input_fired_time: 1.3365920782, output_fired_time: 0.0000000000, propagate_forward_time: 71.5931091309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8794326782
validation[          , genome 14703] predictions:    9904/  10000 (99.04%), best:    9900/10000 (99.00%), error:       316.27258, best error:       305.39377 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 952.9624023438s, input_fired_time: 10.7365131378, output_fired_time: 11.0972452164, propagate_forward_time: 359.9360351563, propagate_backward_time: 560.6256103516, weight_update_time: 1.0023424625, other_time: 10.5670166016
epoch time: 74.4429321289s, input_fired_time: 1.3254945278, output_fired_time: 0.0000000000, propagate_forward_time: 71.2326126099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8848266602
validation[          , genome 14703] predictions:    9907/  10000 (99.07%), best:    9900/10000 (99.00%), error:       310.26138, best error:       305.39377 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 952.3604125977s, input_fired_time: 10.7343435287, output_fired_time: 11.0701580048, propagate_forward_time: 358.9088745117, propagate_backward_time: 561.0507202148, weight_update_time: 0.9936625957, other_time: 10.5963745117
epoch time: 74.7673950195s, input_fired_time: 1.3369058371, output_fired_time: 0.0000000000, propagate_forward_time: 71.5437469482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8867416382
validation[          , genome 14703] predictions:    9909/  10000 (99.09%), best:    9900/10000 (99.00%), error:       313.78476, best error:       305.39377 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 951.9907226563s, input_fired_time: 10.7404308319, output_fired_time: 11.1023168564, propagate_forward_time: 358.8268432617, propagate_backward_time: 560.7350463867, weight_update_time: 1.0044699907, other_time: 10.5861206055
epoch time: 74.7759552002s, input_fired_time: 1.3301026821, output_fired_time: 0.0000000000, propagate_forward_time: 71.5681915283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8776626587
validation[          , genome 14703] predictions:    9904/  10000 (99.04%), best:    9900/10000 (99.00%), error:       325.91315, best error:       305.39377 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 950.9921875000s, input_fired_time: 10.7470207214, output_fired_time: 11.1198148727, propagate_forward_time: 358.4369812012, propagate_backward_time: 560.0986328125, weight_update_time: 0.9993804097, other_time: 10.5897216797
epoch time: 74.5465469360s, input_fired_time: 1.3318324089, output_fired_time: 0.0000000000, propagate_forward_time: 71.3256454468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8890686035
validation[          , genome 14703] predictions:    9904/  10000 (99.04%), best:    9900/10000 (99.00%), error:       313.98004, best error:       305.39377 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 951.1948852539s, input_fired_time: 10.7149991989, output_fired_time: 11.0792474747, propagate_forward_time: 358.6765136719, propagate_backward_time: 560.1566772461, weight_update_time: 1.0003437996, other_time: 10.5674438477
epoch time: 74.6746139526s, input_fired_time: 1.3275700808, output_fired_time: 0.0000000000, propagate_forward_time: 71.4659881592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8810577393
validation[          , genome 14703] predictions:    9901/  10000 (99.01%), best:    9900/10000 (99.00%), error:       318.57675, best error:       305.39377 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 950.1101074219s, input_fired_time: 10.6989088058, output_fired_time: 11.0908842087, propagate_forward_time: 358.1067504883, propagate_backward_time: 559.6087036133, weight_update_time: 0.9999575615, other_time: 10.6048583984
epoch time: 75.0264053345s, input_fired_time: 1.3404530287, output_fired_time: 0.0000000000, propagate_forward_time: 71.8017120361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8842391968
validation[          , genome 14703] predictions:    9902/  10000 (99.02%), best:    9900/10000 (99.00%), error:       329.91418, best error:       305.39377 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 949.1862792969s, input_fired_time: 10.7426862717, output_fired_time: 11.0737419128, propagate_forward_time: 357.5866394043, propagate_backward_time: 559.1771240234, weight_update_time: 1.0010298491, other_time: 10.6060791016
epoch time: 74.8234405518s, input_fired_time: 1.3261660337, output_fired_time: 0.0000000000, propagate_forward_time: 71.6136550903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8836212158
validation[          , genome 14703] predictions:    9907/  10000 (99.07%), best:    9900/10000 (99.00%), error:       314.64999, best error:       305.39377 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 951.0244750977s, input_fired_time: 10.7354927063, output_fired_time: 11.1153907776, propagate_forward_time: 358.0904235840, propagate_backward_time: 560.4985351563, weight_update_time: 1.0016444921, other_time: 10.5845947266
epoch time: 75.0354537964s, input_fired_time: 1.3332610130, output_fired_time: 0.0000000000, propagate_forward_time: 71.8428421021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8593521118
validation[          , genome 14703] predictions:    9910/  10000 (99.10%), best:    9900/10000 (99.00%), error:       310.63950, best error:       305.39377 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 949.5833740234s, input_fired_time: 10.7303409576, output_fired_time: 11.0758533478, propagate_forward_time: 357.8829956055, propagate_backward_time: 559.3011474609, weight_update_time: 1.0012398958, other_time: 10.5930175781
epoch time: 74.6077880859s, input_fired_time: 1.3325784206, output_fired_time: 0.0000000000, propagate_forward_time: 71.3826522827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8925552368
validation[          , genome 14703] predictions:    9904/  10000 (99.04%), best:    9900/10000 (99.00%), error:       327.94482, best error:       305.39377 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 952.5469360352s, input_fired_time: 10.7423629761, output_fired_time: 11.0983762741, propagate_forward_time: 358.9320373535, propagate_backward_time: 561.2121582031, weight_update_time: 0.9970312119, other_time: 10.5620117188
epoch time: 74.3234558105s, input_fired_time: 1.3319414854, output_fired_time: 0.0000000000, propagate_forward_time: 71.1242065430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8673095703
validation[          , genome 14703] predictions:    9901/  10000 (99.01%), best:    9900/10000 (99.00%), error:       316.32553, best error:       305.39377 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 950.7992553711s, input_fired_time: 10.7321605682, output_fired_time: 11.0979108810, propagate_forward_time: 358.4976806641, propagate_backward_time: 559.9304809570, weight_update_time: 0.9881224036, other_time: 10.5410156250
epoch time: 74.5803375244s, input_fired_time: 1.3303890228, output_fired_time: 0.0000000000, propagate_forward_time: 71.3819046021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8680419922
validation[          , genome 14703] predictions:    9905/  10000 (99.05%), best:    9900/10000 (99.00%), error:       306.58038, best error:       305.39377 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 951.7138061523s, input_fired_time: 10.7083187103, output_fired_time: 11.1088743210, propagate_forward_time: 358.4568481445, propagate_backward_time: 560.9102783203, weight_update_time: 0.9898352623, other_time: 10.5294799805
epoch time: 74.8349914551s, input_fired_time: 1.3303194046, output_fired_time: 0.0000000000, propagate_forward_time: 71.6396484375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8650207520
validation[          , genome 14703] predictions:    9905/  10000 (99.05%), best:    9900/10000 (99.00%), error:       309.39496, best error:       305.39377 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 951.3488769531s, input_fired_time: 10.7304487228, output_fired_time: 11.0959596634, propagate_forward_time: 359.2572326660, propagate_backward_time: 559.6988525391, weight_update_time: 0.9967174530, other_time: 10.5664062500
epoch time: 75.1211929321s, input_fired_time: 1.3320603371, output_fired_time: 0.0000000000, propagate_forward_time: 71.9128494263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8762817383
validation[          , genome 14703] predictions:    9908/  10000 (99.08%), best:    9900/10000 (99.00%), error:       316.67291, best error:       305.39377 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 952.1010131836s, input_fired_time: 10.7406616211, output_fired_time: 11.1282329559, propagate_forward_time: 358.8293151855, propagate_backward_time: 560.8379516602, weight_update_time: 0.9962039590, other_time: 10.5648803711
epoch time: 74.6264495850s, input_fired_time: 1.3300360441, output_fired_time: 0.0000000000, propagate_forward_time: 71.4170989990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8793182373
validation[          , genome 14703] predictions:    9904/  10000 (99.04%), best:    9900/10000 (99.00%), error:       309.76068, best error:       305.39377 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 952.5056152344s, input_fired_time: 10.7299728394, output_fired_time: 11.1142635345, propagate_forward_time: 359.0968627930, propagate_backward_time: 560.9789428711, weight_update_time: 1.0022825003, other_time: 10.5855712891
epoch time: 74.3506927490s, input_fired_time: 1.3288094997, output_fired_time: 0.0000000000, propagate_forward_time: 71.1412506104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8806304932
validation[          , genome 14703] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       313.88934, best error:       305.39377 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 953.4775390625s, input_fired_time: 10.7289924622, output_fired_time: 11.1220197678, propagate_forward_time: 359.3081665039, propagate_backward_time: 561.7367553711, weight_update_time: 0.9923791289, other_time: 10.5816040039
epoch time: 74.8630676270s, input_fired_time: 1.3397603035, output_fired_time: 0.0000000000, propagate_forward_time: 71.6334304810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8898773193
validation[          , genome 14703] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       305.23511, best error:       305.23511 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 951.2730712891s, input_fired_time: 10.7484798431, output_fired_time: 11.0998563766, propagate_forward_time: 358.1505126953, propagate_backward_time: 560.6334838867, weight_update_time: 0.9970992208, other_time: 10.6407470703
epoch time: 75.5209426880s, input_fired_time: 1.3393361568, output_fired_time: 0.0000000000, propagate_forward_time: 72.3228073120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8588027954
validation[          , genome 14703] predictions:    9898/  10000 (98.98%), best:    9900/10000 (99.00%), error:       318.12280, best error:       305.23511 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 950.6644287109s, input_fired_time: 10.7201566696, output_fired_time: 11.1001787186, propagate_forward_time: 357.9666442871, propagate_backward_time: 560.3054809570, weight_update_time: 0.9941931963, other_time: 10.5719604492
epoch time: 75.1939773560s, input_fired_time: 1.3400868177, output_fired_time: 0.0000000000, propagate_forward_time: 71.9615554810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8923339844
validation[          , genome 14703] predictions:    9908/  10000 (99.08%), best:    9900/10000 (99.00%), error:       322.36560, best error:       305.23511 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 952.4079589844s, input_fired_time: 10.7429904938, output_fired_time: 11.1230621338, propagate_forward_time: 359.4378662109, propagate_backward_time: 560.5543212891, weight_update_time: 1.0047950745, other_time: 10.5497436523
epoch time: 75.3959121704s, input_fired_time: 1.3337488174, output_fired_time: 0.0000000000, propagate_forward_time: 72.2064437866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8557205200
validation[          , genome 14703] predictions:    9901/  10000 (99.01%), best:    9900/10000 (99.00%), error:       313.58090, best error:       305.23511 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 951.4480590820s, input_fired_time: 10.7472906113, output_fired_time: 11.1294565201, propagate_forward_time: 358.7292175293, propagate_backward_time: 560.2557373047, weight_update_time: 0.9903680682, other_time: 10.5863037109
epoch time: 74.9364776611s, input_fired_time: 1.3350038528, output_fired_time: 0.0000000000, propagate_forward_time: 71.7225341797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8789367676
validation[          , genome 14703] predictions:    9898/  10000 (98.98%), best:    9900/10000 (99.00%), error:       321.78833, best error:       305.23511 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 951.1743774414s, input_fired_time: 10.7608270645, output_fired_time: 11.0773010254, propagate_forward_time: 358.3137207031, propagate_backward_time: 560.4315795898, weight_update_time: 0.9958944321, other_time: 10.5910034180
epoch time: 74.7862091064s, input_fired_time: 1.3294972181, output_fired_time: 0.0000000000, propagate_forward_time: 71.5798873901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8768234253
validation[          , genome 14703] predictions:    9904/  10000 (99.04%), best:    9900/10000 (99.00%), error:       313.11771, best error:       305.23511 on epoch:    95, 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: 374.4765319824s, input_fired_time: 6.7065811157, output_fired_time: 0.0000000000, propagate_forward_time: 358.2893066406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.4806518555
best training[          , genome 14703] predictions:   50000/  50000 (100.00%), best:    9900/10000 (99.00%), error:       103.52033, best error:       305.23511 on epoch:    95, 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: 74.0348663330s, input_fired_time: 1.3257616758, output_fired_time: 0.0000000000, propagate_forward_time: 70.8328857422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8762207031
   testing[          , genome 14703] predictions:    9906/  10000 (99.06%), best:    9900/10000 (99.00%), error:       278.56662, best error:       305.23511 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:10:07 (3960): called boinc_finish(0)

</stderr_txt>
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