Nameexact_genome_1512568488_45_7119_0
Workunit2606806
Created7 Dec 2017, 23:55:19 UTC
Sent7 Dec 2017, 23:59:01 UTC
Report deadline15 Dec 2017, 23:45:47 UTC
Received9 Dec 2017, 13:55:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62426
Run time5 hours 19 min 13 sec
CPU time4 hours 57 min 52 sec
Validate stateValid
Credit1,997.70
Device peak FLOPS2.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.52 MB
Peak swap size154.05 MB
Peak disk usage2.19 MB

Stderr output

<core_client_version>7.6.22</core_client_version>
<![CDATA[
<stderr_txt>
st:    9731/10000 (97.31%), error:      1006.22528, best error:       906.75934 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 163.7943267822s, input_fired_time: 1.5896396637, output_fired_time: 1.7501375675, propagate_forward_time: 62.9041709900, propagate_backward_time: 94.3138504028, weight_update_time: 0.2123804539, other_time: 3.2365188599
epoch time: 20.6314468384s, input_fired_time: 0.2298447937, output_fired_time: 0.0000000000, propagate_forward_time: 19.4987926483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9028091431
validation[          , genome  7119] predictions:    9710/  10000 (97.10%), best:    9731/10000 (97.31%), error:      1011.96600, best error:       906.75934 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 170.6692199707s, input_fired_time: 1.6400275230, output_fired_time: 1.8529715538, propagate_forward_time: 65.6440277100, propagate_backward_time: 98.1052474976, weight_update_time: 0.2142060101, other_time: 3.4269485474
epoch time: 20.4566860199s, input_fired_time: 0.2290953100, output_fired_time: 0.0000000000, propagate_forward_time: 19.2989921570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9285984039
validation[          , genome  7119] predictions:    9720/  10000 (97.20%), best:    9731/10000 (97.31%), error:       929.83307, best error:       906.75934 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 171.7712554932s, input_fired_time: 1.6604254246, output_fired_time: 1.8143861294, propagate_forward_time: 67.9608459473, propagate_backward_time: 97.0036926270, weight_update_time: 0.2173637450, other_time: 3.3318939209
epoch time: 17.9464282990s, input_fired_time: 0.2906268835, output_fired_time: 0.0000000000, propagate_forward_time: 16.8593883514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7964134216
validation[          , genome  7119] predictions:    9662/  10000 (96.62%), best:    9731/10000 (97.31%), error:      1167.25659, best error:       906.75934 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 163.0204467773s, input_fired_time: 1.5819747448, output_fired_time: 1.7311800718, propagate_forward_time: 62.7368812561, propagate_backward_time: 93.7661285400, weight_update_time: 0.2128609419, other_time: 3.2042846680
epoch time: 16.7886390686s, input_fired_time: 0.3259920180, output_fired_time: 0.0000000000, propagate_forward_time: 15.7762298584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6864166260
validation[          , genome  7119] predictions:    9748/  10000 (97.48%), best:    9731/10000 (97.31%), error:       906.76160, best error:       906.75934 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 179.4633941650s, input_fired_time: 1.7214053869, output_fired_time: 1.8835090399, propagate_forward_time: 69.2311935425, propagate_backward_time: 103.1301193237, weight_update_time: 0.2779546976, other_time: 3.4971618652
epoch time: 13.3713655472s, input_fired_time: 0.1970447004, output_fired_time: 0.0000000000, propagate_forward_time: 12.5986537933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5756673813
validation[          , genome  7119] predictions:    9710/  10000 (97.10%), best:    9731/10000 (97.31%), error:      1052.05627, best error:       906.75934 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 163.9786987305s, input_fired_time: 1.5883986950, output_fired_time: 1.7461222410, propagate_forward_time: 63.1033325195, propagate_backward_time: 94.3390045166, weight_update_time: 0.2133008838, other_time: 3.2018432617
epoch time: 13.7982740402s, input_fired_time: 0.1980998516, output_fired_time: 0.0000000000, propagate_forward_time: 13.0237169266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5764570236
validation[          , genome  7119] predictions:    9738/  10000 (97.38%), best:    9731/10000 (97.31%), error:       928.77765, best error:       906.75934 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 181.3689575195s, input_fired_time: 1.6939200163, output_fired_time: 1.9097177982, propagate_forward_time: 72.9328689575, propagate_backward_time: 101.4025573730, weight_update_time: 0.2141251713, other_time: 3.4298934937
epoch time: 13.6610565186s, input_fired_time: 0.1968079656, output_fired_time: 0.0000000000, propagate_forward_time: 12.8922500610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5719985962
validation[          , genome  7119] predictions:    9730/  10000 (97.30%), best:    9731/10000 (97.31%), error:       926.80145, best error:       906.75934 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 162.2150421143s, input_fired_time: 1.5778201818, output_fired_time: 1.7321505547, propagate_forward_time: 62.3485412598, propagate_backward_time: 93.2961425781, weight_update_time: 0.2126222104, other_time: 3.2603912354
epoch time: 15.3479547501s, input_fired_time: 0.2874175906, output_fired_time: 0.0000000000, propagate_forward_time: 14.4555463791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6049909592
validation[          , genome  7119] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       883.42969, best error:       883.42969 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 169.5097198486s, input_fired_time: 1.7200762033, output_fired_time: 1.7880250216, propagate_forward_time: 65.1148910522, propagate_backward_time: 97.5672760010, weight_update_time: 0.2133455873, other_time: 3.3194503784
epoch time: 13.5100355148s, input_fired_time: 0.2303055525, output_fired_time: 0.0000000000, propagate_forward_time: 12.7040252686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5757045746
validation[          , genome  7119] predictions:    9741/  10000 (97.41%), best:    9748/10000 (97.48%), error:       910.90649, best error:       883.42969 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 178.8626251221s, input_fired_time: 1.7268456221, output_fired_time: 1.8509037495, propagate_forward_time: 68.7812347412, propagate_backward_time: 103.0222015381, weight_update_time: 0.2127027065, other_time: 3.4814300537
epoch time: 18.8510398865s, input_fired_time: 0.3274465799, output_fired_time: 0.0000000000, propagate_forward_time: 17.7196617126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8039321899
validation[          , genome  7119] predictions:    9704/  10000 (97.04%), best:    9748/10000 (97.48%), error:       991.83801, best error:       883.42969 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 169.3645477295s, input_fired_time: 1.6356270313, output_fired_time: 1.9493737221, propagate_forward_time: 65.0820770264, propagate_backward_time: 97.3684997559, weight_update_time: 0.2139904797, other_time: 3.3289794922
epoch time: 19.2959804535s, input_fired_time: 0.2598975003, output_fired_time: 0.0000000000, propagate_forward_time: 18.2701530457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7659301758
validation[          , genome  7119] predictions:    9692/  10000 (96.92%), best:    9748/10000 (97.48%), error:      1088.68237, best error:       883.42969 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 166.6168212891s, input_fired_time: 1.6823085546, output_fired_time: 1.8650538921, propagate_forward_time: 63.9801826477, propagate_backward_time: 95.8339767456, weight_update_time: 0.2130469382, other_time: 3.2553024292
epoch time: 14.1621475220s, input_fired_time: 0.1948747486, output_fired_time: 0.0000000000, propagate_forward_time: 13.3984336853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5688390732
validation[          , genome  7119] predictions:    9732/  10000 (97.32%), best:    9748/10000 (97.48%), error:       890.42169, best error:       883.42969 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 178.2684478760s, input_fired_time: 1.9136655331, output_fired_time: 1.9368096590, propagate_forward_time: 68.3722229004, propagate_backward_time: 102.5356216431, weight_update_time: 0.2457859367, other_time: 3.5101242065
epoch time: 19.8774089813s, input_fired_time: 0.2951157987, output_fired_time: 0.0000000000, propagate_forward_time: 18.9420452118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6402473450
validation[          , genome  7119] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       847.59406, best error:       847.59406 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 175.8795623779s, input_fired_time: 1.7520211935, output_fired_time: 1.8695803881, propagate_forward_time: 67.8668365479, propagate_backward_time: 100.9393157959, weight_update_time: 0.2134352922, other_time: 3.4518127441
epoch time: 15.6686134338s, input_fired_time: 0.2296889424, output_fired_time: 0.0000000000, propagate_forward_time: 14.7715711594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6673536301
validation[          , genome  7119] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       816.43683, best error:       816.43683 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 163.2053070068s, input_fired_time: 1.5811429024, output_fired_time: 1.7384949923, propagate_forward_time: 62.6332893372, propagate_backward_time: 93.9986343384, weight_update_time: 0.2134048641, other_time: 3.2537460327
epoch time: 13.4380836487s, input_fired_time: 0.1970816851, output_fired_time: 0.0000000000, propagate_forward_time: 12.6655464172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5754556656
validation[          , genome  7119] predictions:    9709/  10000 (97.09%), best:    9780/10000 (97.80%), error:      1000.13379, best error:       816.43683 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 175.8262329102s, input_fired_time: 1.6401488781, output_fired_time: 1.8237464428, propagate_forward_time: 65.7723999023, propagate_backward_time: 103.1751174927, weight_update_time: 0.2459212393, other_time: 3.4148178101
epoch time: 13.8787240982s, input_fired_time: 0.2006694227, output_fired_time: 0.0000000000, propagate_forward_time: 12.5792808533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0987739563
validation[          , genome  7119] predictions:    9745/  10000 (97.45%), best:    9780/10000 (97.80%), error:       924.91132, best error:       816.43683 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 164.0667724609s, input_fired_time: 1.6177080870, output_fired_time: 1.7523097992, propagate_forward_time: 63.1299705505, propagate_backward_time: 94.2690277100, weight_update_time: 0.2154860348, other_time: 3.2977600098
epoch time: 13.2165613174s, input_fired_time: 0.1978928447, output_fired_time: 0.0000000000, propagate_forward_time: 12.4329042435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5857639313
validation[          , genome  7119] predictions:    9756/  10000 (97.56%), best:    9780/10000 (97.80%), error:       879.88989, best error:       816.43683 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 162.7141265869s, input_fired_time: 1.5968648195, output_fired_time: 1.7425255775, propagate_forward_time: 62.6034126282, propagate_backward_time: 93.5600509644, weight_update_time: 0.2125644982, other_time: 3.2112808228
epoch time: 14.9029531479s, input_fired_time: 0.1974500418, output_fired_time: 0.0000000000, propagate_forward_time: 14.0717220306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6337814331
validation[          , genome  7119] predictions:    9722/  10000 (97.22%), best:    9780/10000 (97.80%), error:       955.31641, best error:       816.43683 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 167.0449829102s, input_fired_time: 1.6242334843, output_fired_time: 1.7402030230, propagate_forward_time: 64.2023773193, propagate_backward_time: 96.1245346069, weight_update_time: 0.2139776349, other_time: 3.3536300659
epoch time: 14.2874317169s, input_fired_time: 0.2105616331, output_fired_time: 0.0000000000, propagate_forward_time: 13.4501314163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6267385483
validation[          , genome  7119] predictions:    9732/  10000 (97.32%), best:    9780/10000 (97.80%), error:       919.55377, best error:       816.43683 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 170.9992675781s, input_fired_time: 1.6955351830, output_fired_time: 1.8476647139, propagate_forward_time: 65.7911911011, propagate_backward_time: 98.3538742065, weight_update_time: 0.2132458538, other_time: 3.3109893799
epoch time: 17.3549137115s, input_fired_time: 0.2917706370, output_fired_time: 0.0000000000, propagate_forward_time: 16.3351936340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7279491425
validation[          , genome  7119] predictions:    9752/  10000 (97.52%), best:    9780/10000 (97.80%), error:       844.89502, best error:       816.43683 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 166.4065399170s, input_fired_time: 1.6407736540, output_fired_time: 1.7874542475, propagate_forward_time: 64.0716476440, propagate_backward_time: 95.6222839355, weight_update_time: 0.2145631909, other_time: 3.2843704224
epoch time: 18.1373901367s, input_fired_time: 0.2961525321, output_fired_time: 0.0000000000, propagate_forward_time: 17.0078830719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8333549500
validation[          , genome  7119] predictions:    9715/  10000 (97.15%), best:    9780/10000 (97.80%), error:       955.27002, best error:       816.43683 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 165.9140625000s, input_fired_time: 1.6052871943, output_fired_time: 1.7517492771, propagate_forward_time: 62.8814163208, propagate_backward_time: 96.4156951904, weight_update_time: 0.2130483091, other_time: 3.2599105835
epoch time: 14.6162929535s, input_fired_time: 0.2681489587, output_fired_time: 0.0000000000, propagate_forward_time: 13.7436037064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6045398712
validation[          , genome  7119] predictions:    9778/  10000 (97.78%), best:    9780/10000 (97.80%), error:       817.64001, best error:       816.43683 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 171.8890380859s, input_fired_time: 1.6027361155, output_fired_time: 1.8403640985, propagate_forward_time: 65.8074188232, propagate_backward_time: 99.0682830811, weight_update_time: 0.2082189471, other_time: 3.5702362061
epoch time: 13.5079116821s, input_fired_time: 0.1988209039, output_fired_time: 0.0000000000, propagate_forward_time: 12.7367696762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5723209381
validation[          , genome  7119] predictions:    9753/  10000 (97.53%), best:    9780/10000 (97.80%), error:       833.54797, best error:       816.43683 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 142.7806549072s, input_fired_time: 1.4767855406, output_fired_time: 1.5823134184, propagate_forward_time: 56.7839088440, propagate_backward_time: 79.8177719116, weight_update_time: 0.2005948722, other_time: 3.1198806763
epoch time: 13.6853618622s, input_fired_time: 0.2010909617, output_fired_time: 0.0000000000, propagate_forward_time: 12.9064702988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5778007507
validation[          , genome  7119] predictions:    9729/  10000 (97.29%), best:    9780/10000 (97.80%), error:       965.51093, best error:       816.43683 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 177.5895538330s, input_fired_time: 1.6980854273, output_fired_time: 1.7831586599, propagate_forward_time: 72.7243499756, propagate_backward_time: 98.0978775024, weight_update_time: 0.2133427411, other_time: 3.2860794067
epoch time: 15.0232553482s, input_fired_time: 0.2307568043, output_fired_time: 0.0000000000, propagate_forward_time: 14.1597919464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6327066422
validation[          , genome  7119] predictions:    9763/  10000 (97.63%), best:    9780/10000 (97.80%), error:       829.83453, best error:       816.43683 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 167.3319396973s, input_fired_time: 1.6524786949, output_fired_time: 1.7702741623, propagate_forward_time: 64.2827301025, propagate_backward_time: 96.3151550293, weight_update_time: 0.2190565616, other_time: 3.3112945557
epoch time: 14.2597017288s, input_fired_time: 0.1986626685, output_fired_time: 0.0000000000, propagate_forward_time: 13.4510583878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6099805832
validation[          , genome  7119] predictions:    9728/  10000 (97.28%), best:    9780/10000 (97.80%), error:       906.44165, best error:       816.43683 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 164.8852844238s, input_fired_time: 1.6057206392, output_fired_time: 1.7801475525, propagate_forward_time: 63.4345664978, propagate_backward_time: 94.7834930420, weight_update_time: 0.2140469849, other_time: 3.2813415527
epoch time: 16.9880504608s, input_fired_time: 0.2299649417, output_fired_time: 0.0000000000, propagate_forward_time: 16.0570983887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7009868622
validation[          , genome  7119] predictions:    9760/  10000 (97.60%), best:    9780/10000 (97.80%), error:       847.58942, best error:       816.43683 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 167.2267456055s, input_fired_time: 1.6025670767, output_fired_time: 1.7393741608, propagate_forward_time: 65.5556030273, propagate_backward_time: 95.1053848267, weight_update_time: 0.2125082463, other_time: 3.2238082886
epoch time: 15.5859546661s, input_fired_time: 0.1990607232, output_fired_time: 0.0000000000, propagate_forward_time: 14.8069267273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5799674988
validation[          , genome  7119] predictions:    9716/  10000 (97.16%), best:    9780/10000 (97.80%), error:       978.59790, best error:       816.43683 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 174.9481506348s, input_fired_time: 1.6964275837, output_fired_time: 1.8222405910, propagate_forward_time: 67.3762741089, propagate_backward_time: 100.7039566040, weight_update_time: 0.2449046820, other_time: 3.3492584229
epoch time: 13.3799219131s, input_fired_time: 0.1976101696, output_fired_time: 0.0000000000, propagate_forward_time: 12.6144485474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5678634644
validation[          , genome  7119] predictions:    9736/  10000 (97.36%), best:    9780/10000 (97.80%), error:       902.26239, best error:       816.43683 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 166.1206207275s, input_fired_time: 1.5990873575, output_fired_time: 1.8350697756, propagate_forward_time: 63.9016799927, propagate_backward_time: 95.5527954102, weight_update_time: 0.2452052236, other_time: 3.2319869995
epoch time: 14.4319562912s, input_fired_time: 0.1978257895, output_fired_time: 0.0000000000, propagate_forward_time: 13.6319589615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6021718979
validation[          , genome  7119] predictions:    9765/  10000 (97.65%), best:    9780/10000 (97.80%), error:       859.58301, best error:       816.43683 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 180.7215881348s, input_fired_time: 1.8761188984, output_fired_time: 2.1135196686, propagate_forward_time: 69.0157165527, propagate_backward_time: 104.1259460449, weight_update_time: 0.2458900213, other_time: 3.5902862549
epoch time: 14.1710338593s, input_fired_time: 0.1989775747, output_fired_time: 0.0000000000, propagate_forward_time: 13.3669481277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6051082611
validation[          , genome  7119] predictions:    9748/  10000 (97.48%), best:    9780/10000 (97.80%), error:       862.86401, best error:       816.43683 on epoch:    28, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 162.8910064697s, input_fired_time: 1.5912380219, output_fired_time: 1.7382205725, propagate_forward_time: 62.8731040955, propagate_backward_time: 93.4988708496, weight_update_time: 0.2122204453, other_time: 3.1895751953
epoch time: 14.1984872818s, input_fired_time: 0.1982638687, output_fired_time: 0.0000000000, propagate_forward_time: 13.4292974472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5709257126
validation[          , genome  7119] predictions:    9756/  10000 (97.56%), best:    9780/10000 (97.80%), error:       849.98352, best error:       816.43683 on epoch:    28, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 169.8005523682s, input_fired_time: 1.6156967878, output_fired_time: 1.8401689529, propagate_forward_time: 65.4650497437, propagate_backward_time: 97.6075515747, weight_update_time: 0.2132074386, other_time: 3.2720947266
epoch time: 13.4639625549s, input_fired_time: 0.1985706687, output_fired_time: 0.0000000000, propagate_forward_time: 12.6938447952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5715475082
validation[          , genome  7119] predictions:    9724/  10000 (97.24%), best:    9780/10000 (97.80%), error:       936.18634, best error:       816.43683 on epoch:    28, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 180.5754547119s, input_fired_time: 1.6165975332, output_fired_time: 2.4531934261, propagate_forward_time: 64.6151351929, propagate_backward_time: 108.5481948853, weight_update_time: 0.2444901615, other_time: 3.3423461914
epoch time: 13.7599353790s, input_fired_time: 0.2370945960, output_fired_time: 0.0000000000, propagate_forward_time: 12.9378108978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5850296021
validation[          , genome  7119] predictions:    9735/  10000 (97.35%), best:    9780/10000 (97.80%), error:       898.54742, best error:       816.43683 on epoch:    28, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 164.9988250732s, input_fired_time: 1.6201827526, output_fired_time: 1.7402985096, propagate_forward_time: 63.6765670776, propagate_backward_time: 94.7122726440, weight_update_time: 0.2142198384, other_time: 3.2495117188
epoch time: 14.3623895645s, input_fired_time: 0.2397982329, output_fired_time: 0.0000000000, propagate_forward_time: 13.4685583115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6540327072
validation[          , genome  7119] predictions:    9693/  10000 (96.93%), best:    9780/10000 (97.80%), error:      1088.18457, best error:       816.43683 on epoch:    28, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 163.5003662109s, input_fired_time: 1.6005862951, output_fired_time: 1.7435494661, propagate_forward_time: 62.7674598694, propagate_backward_time: 94.2026062012, weight_update_time: 0.2132074237, other_time: 3.1861724854
epoch time: 14.7106266022s, input_fired_time: 0.2337274551, output_fired_time: 0.0000000000, propagate_forward_time: 13.8196544647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6572446823
validation[          , genome  7119] predictions:    9741/  10000 (97.41%), best:    9780/10000 (97.80%), error:       893.85040, best error:       816.43683 on epoch:    28, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 167.9794006348s, input_fired_time: 1.6472353935, output_fired_time: 1.7913522720, propagate_forward_time: 64.5592193604, propagate_backward_time: 96.7121887207, weight_update_time: 0.2145331949, other_time: 3.2694091797
epoch time: 19.8200321198s, input_fired_time: 0.2673830092, output_fired_time: 0.0000000000, propagate_forward_time: 18.7773113251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7753372192
validation[          , genome  7119] predictions:    9762/  10000 (97.62%), best:    9780/10000 (97.80%), error:       847.95709, best error:       816.43683 on epoch:    28, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 169.0618286133s, input_fired_time: 1.6261377335, output_fired_time: 1.8504438400, propagate_forward_time: 65.1031341553, propagate_backward_time: 97.1815414429, weight_update_time: 0.2144459039, other_time: 3.3005599976
epoch time: 14.5505657196s, input_fired_time: 0.2343607992, output_fired_time: 0.0000000000, propagate_forward_time: 13.6979341507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6182708740
validation[          , genome  7119] predictions:    9770/  10000 (97.70%), best:    9780/10000 (97.80%), error:       846.32135, best error:       816.43683 on epoch:    28, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 175.1392211914s, input_fired_time: 1.7783739567, output_fired_time: 1.8700740337, propagate_forward_time: 68.5659103394, propagate_backward_time: 99.5083770752, weight_update_time: 0.2137024105, other_time: 3.4164810181
epoch time: 19.4040355682s, input_fired_time: 0.3636363149, output_fired_time: 0.0000000000, propagate_forward_time: 18.1713752747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8690242767
validation[          , genome  7119] predictions:    9770/  10000 (97.70%), best:    9780/10000 (97.80%), error:       836.66510, best error:       816.43683 on epoch:    28, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 172.6427001953s, input_fired_time: 1.6353302002, output_fired_time: 1.8153347969, propagate_forward_time: 66.4649047852, propagate_backward_time: 99.3337020874, weight_update_time: 0.2157099694, other_time: 3.3934249878
epoch time: 15.6229257584s, input_fired_time: 0.2194744945, output_fired_time: 0.0000000000, propagate_forward_time: 14.6459808350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7574701309
validation[          , genome  7119] predictions:    9769/  10000 (97.69%), best:    9780/10000 (97.80%), error:       846.82532, best error:       816.43683 on epoch:    28, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 181.3750915527s, input_fired_time: 1.6928621531, output_fired_time: 1.9236960411, propagate_forward_time: 71.3443069458, propagate_backward_time: 102.8803176880, weight_update_time: 0.2471199334, other_time: 3.5339202881
epoch time: 11.6748838425s, input_fired_time: 0.2076494694, output_fired_time: 0.0000000000, propagate_forward_time: 10.9093599319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5578746796
validation[          , genome  7119] predictions:    9759/  10000 (97.59%), best:    9780/10000 (97.80%), error:       845.60443, best error:       816.43683 on epoch:    28, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 182.7515716553s, input_fired_time: 1.8006759882, output_fired_time: 1.9157794714, propagate_forward_time: 70.5477828979, propagate_backward_time: 104.9059143066, weight_update_time: 0.2452366650, other_time: 3.5814132690
epoch time: 17.0562515259s, input_fired_time: 0.2037664056, output_fired_time: 0.0000000000, propagate_forward_time: 16.1787986755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6736869812
validation[          , genome  7119] predictions:    9775/  10000 (97.75%), best:    9780/10000 (97.80%), error:       829.89063, best error:       816.43683 on epoch:    28, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 166.9957275391s, input_fired_time: 1.6275945902, output_fired_time: 1.7927701473, propagate_forward_time: 64.2450790405, propagate_backward_time: 96.0525817871, weight_update_time: 0.2137621939, other_time: 3.2777023315
epoch time: 13.6011457443s, input_fired_time: 0.2012945414, output_fired_time: 0.0000000000, propagate_forward_time: 12.7922286987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6076221466
validation[          , genome  7119] predictions:    9740/  10000 (97.40%), best:    9780/10000 (97.80%), error:       926.56134, best error:       816.43683 on epoch:    28, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 166.2196350098s, input_fired_time: 1.6251529455, output_fired_time: 1.7391120195, propagate_forward_time: 63.6668586731, propagate_backward_time: 95.8814315796, weight_update_time: 0.2136743665, other_time: 3.3070907593
epoch time: 15.3337707520s, input_fired_time: 0.2149597257, output_fired_time: 0.0000000000, propagate_forward_time: 14.4364576340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6823530197
validation[          , genome  7119] predictions:    9763/  10000 (97.63%), best:    9780/10000 (97.80%), error:       830.01147, best error:       816.43683 on epoch:    28, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 166.5487060547s, input_fired_time: 1.6397854090, output_fired_time: 1.7701942921, propagate_forward_time: 64.3273086548, propagate_backward_time: 95.5360412598, weight_update_time: 0.2145451456, other_time: 3.2753829956
epoch time: 13.4053058624s, input_fired_time: 0.2031012475, output_fired_time: 0.0000000000, propagate_forward_time: 12.6258392334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5763654709
validation[          , genome  7119] predictions:    9767/  10000 (97.67%), best:    9780/10000 (97.80%), error:       821.31799, best error:       816.43683 on epoch:    28, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 167.4596405029s, input_fired_time: 2.2911202908, output_fired_time: 1.7534133196, propagate_forward_time: 64.1342315674, propagate_backward_time: 95.9958648682, weight_update_time: 0.2136388421, other_time: 3.2850036621
epoch time: 13.2511138916s, input_fired_time: 0.1986457258, output_fired_time: 0.0000000000, propagate_forward_time: 12.4857397079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5667285919
validation[          , genome  7119] predictions:    9744/  10000 (97.44%), best:    9780/10000 (97.80%), error:       904.69861, best error:       816.43683 on epoch:    28, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 173.3778686523s, input_fired_time: 1.6080907583, output_fired_time: 1.7495592833, propagate_forward_time: 72.7630004883, propagate_backward_time: 94.0656280518, weight_update_time: 0.2131065428, other_time: 3.1915893555
epoch time: 14.9805488586s, input_fired_time: 0.2021618634, output_fired_time: 0.0000000000, propagate_forward_time: 14.0972156525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6811714172
validation[          , genome  7119] predictions:    9760/  10000 (97.60%), best:    9780/10000 (97.80%), error:       830.32373, best error:       816.43683 on epoch:    28, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 163.6910705566s, input_fired_time: 1.5969272852, output_fired_time: 1.7370195389, propagate_forward_time: 62.8861961365, propagate_backward_time: 94.2644805908, weight_update_time: 0.2117718607, other_time: 3.2064514160
epoch time: 13.3290481567s, input_fired_time: 0.1987346709, output_fired_time: 0.0000000000, propagate_forward_time: 12.5643196106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5659942627
validation[          , genome  7119] predictions:    9739/  10000 (97.39%), best:    9780/10000 (97.80%), error:       881.85773, best error:       816.43683 on epoch:    28, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 164.6293945313s, input_fired_time: 1.6162723303, output_fired_time: 1.7887175083, propagate_forward_time: 63.2940406799, propagate_backward_time: 94.6896667480, weight_update_time: 0.2126948833, other_time: 3.2407073975
epoch time: 13.4739036560s, input_fired_time: 0.2018339336, output_fired_time: 0.0000000000, propagate_forward_time: 12.6966333389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5754365921
validation[          , genome  7119] predictions:    9725/  10000 (97.25%), best:    9780/10000 (97.80%), error:       947.03796, best error:       816.43683 on epoch:    28, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 162.3832855225s, input_fired_time: 1.6003247499, output_fired_time: 1.7336350679, propagate_forward_time: 62.4751892090, propagate_backward_time: 93.3978271484, weight_update_time: 0.2121606469, other_time: 3.1763000488
epoch time: 14.4114217758s, input_fired_time: 0.2328932881, output_fired_time: 0.0000000000, propagate_forward_time: 13.5730009079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6055278778
validation[          , genome  7119] predictions:    9758/  10000 (97.58%), best:    9780/10000 (97.80%), error:       829.35876, best error:       816.43683 on epoch:    28, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 160.4639739990s, input_fired_time: 1.6196117401, output_fired_time: 1.7566728592, propagate_forward_time: 61.4740943909, propagate_backward_time: 92.3386917114, weight_update_time: 0.2111386806, other_time: 3.2749099731
epoch time: 15.1920585632s, input_fired_time: 0.2014185488, output_fired_time: 0.0000000000, propagate_forward_time: 14.3517112732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6389284134
validation[          , genome  7119] predictions:    9753/  10000 (97.53%), best:    9780/10000 (97.80%), error:       882.98260, best error:       816.43683 on epoch:    28, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 165.1821594238s, input_fired_time: 1.6399029493, output_fired_time: 1.7709745169, propagate_forward_time: 63.4764289856, propagate_backward_time: 95.0286712646, weight_update_time: 0.2143962085, other_time: 3.2661743164
epoch time: 15.4442720413s, input_fired_time: 0.2419481575, output_fired_time: 0.0000000000, propagate_forward_time: 14.5721073151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6302165985
validation[          , genome  7119] predictions:    9749/  10000 (97.49%), best:    9780/10000 (97.80%), error:       856.38904, best error:       816.43683 on epoch:    28, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 175.2573852539s, input_fired_time: 1.7889925241, output_fired_time: 1.8495310545, propagate_forward_time: 67.2952575684, propagate_backward_time: 101.0000000000, weight_update_time: 0.2176404297, other_time: 3.3236083984
epoch time: 25.6363792419s, input_fired_time: 0.2956390381, output_fired_time: 0.0000000000, propagate_forward_time: 24.6083927155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7323474884
validation[          , genome  7119] predictions:    9751/  10000 (97.51%), best:    9780/10000 (97.80%), error:       872.36115, best error:       816.43683 on epoch:    28, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 174.7486114502s, input_fired_time: 1.6356031895, output_fired_time: 1.9376268387, propagate_forward_time: 67.0654220581, propagate_backward_time: 100.4869384766, weight_update_time: 0.2232146710, other_time: 3.6230239868
epoch time: 15.7619495392s, input_fired_time: 0.2307039499, output_fired_time: 0.0000000000, propagate_forward_time: 14.8915882111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6396570206
validation[          , genome  7119] predictions:    9736/  10000 (97.36%), best:    9780/10000 (97.80%), error:       902.83398, best error:       816.43683 on epoch:    28, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 162.0346984863s, input_fired_time: 1.6007006168, output_fired_time: 1.7251198292, propagate_forward_time: 62.1643180847, propagate_backward_time: 93.3096847534, weight_update_time: 0.2127095759, other_time: 3.2348709106
epoch time: 14.1909685135s, input_fired_time: 0.2018643171, output_fired_time: 0.0000000000, propagate_forward_time: 13.3797454834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6093587875
validation[          , genome  7119] predictions:    9766/  10000 (97.66%), best:    9780/10000 (97.80%), error:       828.52850, best error:       816.43683 on epoch:    28, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 168.5451660156s, input_fired_time: 1.7299526930, output_fired_time: 1.7789218426, propagate_forward_time: 64.7120819092, propagate_backward_time: 97.0739669800, weight_update_time: 0.2119096369, other_time: 3.2502517700
epoch time: 16.0869293213s, input_fired_time: 0.2019856721, output_fired_time: 0.0000000000, propagate_forward_time: 15.1824121475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7025318146
validation[          , genome  7119] predictions:    9741/  10000 (97.41%), best:    9780/10000 (97.80%), error:       945.43359, best error:       816.43683 on epoch:    28, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 165.8187713623s, input_fired_time: 1.6369099617, output_fired_time: 1.7623546124, propagate_forward_time: 63.6825103760, propagate_backward_time: 95.4243698120, weight_update_time: 0.2145379633, other_time: 3.3126144409
epoch time: 19.6952629089s, input_fired_time: 0.2978979051, output_fired_time: 0.0000000000, propagate_forward_time: 18.6023788452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7949867249
validation[          , genome  7119] predictions:    9735/  10000 (97.35%), best:    9780/10000 (97.80%), error:       928.03851, best error:       816.43683 on epoch:    28, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 161.2601470947s, input_fired_time: 1.6265541315, output_fired_time: 1.7343701124, propagate_forward_time: 61.8488388062, propagate_backward_time: 92.7692642212, weight_update_time: 0.2147633284, other_time: 3.2811126709
epoch time: 20.1853370667s, input_fired_time: 0.2966005504, output_fired_time: 0.0000000000, propagate_forward_time: 19.1900787354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6986579895
validation[          , genome  7119] predictions:    9739/  10000 (97.39%), best:    9780/10000 (97.80%), error:       903.75287, best error:       816.43683 on epoch:    28, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 173.1476440430s, input_fired_time: 1.7169129848, output_fired_time: 1.8405246735, propagate_forward_time: 67.0862274170, propagate_backward_time: 99.0811080933, weight_update_time: 0.2140384912, other_time: 3.4228591919
epoch time: 23.7221584320s, input_fired_time: 0.3218683004, output_fired_time: 0.0000000000, propagate_forward_time: 22.4774131775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9228763580
validation[          , genome  7119] predictions:    9716/  10000 (97.16%), best:    9780/10000 (97.80%), error:       995.91901, best error:       816.43683 on epoch:    28, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 166.4151153564s, input_fired_time: 1.6200082302, output_fired_time: 1.8404469490, propagate_forward_time: 64.0201187134, propagate_backward_time: 95.6701583862, weight_update_time: 0.2132709175, other_time: 3.2643737793
epoch time: 17.8031711578s, input_fired_time: 0.2658126652, output_fired_time: 0.0000000000, propagate_forward_time: 16.8349838257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7023754120
validation[          , genome  7119] predictions:    9746/  10000 (97.46%), best:    9780/10000 (97.80%), error:       909.06836, best error:       816.43683 on epoch:    28, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 163.5505828857s, input_fired_time: 1.6210917234, output_fired_time: 1.7428783178, propagate_forward_time: 62.9657897949, propagate_backward_time: 93.9964141846, weight_update_time: 0.2138916999, other_time: 3.2244110107
epoch time: 15.5327892303s, input_fired_time: 0.2028235793, output_fired_time: 0.0000000000, propagate_forward_time: 14.6917924881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6381731033
validation[          , genome  7119] predictions:    9750/  10000 (97.50%), best:    9780/10000 (97.80%), error:       865.00824, best error:       816.43683 on epoch:    28, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 167.2919616699s, input_fired_time: 1.6675316095, output_fired_time: 1.8021800518, propagate_forward_time: 64.2789077759, propagate_backward_time: 96.2506179810, weight_update_time: 0.2189047784, other_time: 3.2927246094
epoch time: 15.2754144669s, input_fired_time: 0.2345486730, output_fired_time: 0.0000000000, propagate_forward_time: 14.4231691360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6176967621
validation[          , genome  7119] predictions:    9754/  10000 (97.54%), best:    9780/10000 (97.80%), error:       905.98358, best error:       816.43683 on epoch:    28, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 166.2766571045s, input_fired_time: 1.6194442511, output_fired_time: 1.7568184137, propagate_forward_time: 64.0389099121, propagate_backward_time: 95.6115188599, weight_update_time: 0.2138629407, other_time: 3.2499618530
epoch time: 20.4408569336s, input_fired_time: 0.2013285309, output_fired_time: 0.0000000000, propagate_forward_time: 19.5946636200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6448650360
validation[          , genome  7119] predictions:    9735/  10000 (97.35%), best:    9780/10000 (97.80%), error:       951.36761, best error:       816.43683 on epoch:    28, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 166.1560821533s, input_fired_time: 1.6908617020, output_fired_time: 1.7492660284, propagate_forward_time: 63.8954734802, propagate_backward_time: 95.5778274536, weight_update_time: 0.2143076211, other_time: 3.2426528931
epoch time: 13.5693120956s, input_fired_time: 0.2031423748, output_fired_time: 0.0000000000, propagate_forward_time: 12.7839040756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5822658539
validation[          , genome  7119] predictions:    9769/  10000 (97.69%), best:    9780/10000 (97.80%), error:       865.95221, best error:       816.43683 on epoch:    28, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 169.0552215576s, input_fired_time: 1.7436058521, output_fired_time: 1.8178354502, propagate_forward_time: 65.0003890991, propagate_backward_time: 97.2287826538, weight_update_time: 0.2128881812, other_time: 3.2646026611
epoch time: 13.3466882706s, input_fired_time: 0.2018408775, output_fired_time: 0.0000000000, propagate_forward_time: 12.5724430084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5724048615
validation[          , genome  7119] predictions:    9754/  10000 (97.54%), best:    9780/10000 (97.80%), error:       918.54468, best error:       816.43683 on epoch:    28, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 165.4705200195s, input_fired_time: 1.6520754099, output_fired_time: 1.7900381088, propagate_forward_time: 63.7268829346, propagate_backward_time: 95.0489120483, weight_update_time: 0.2141582370, other_time: 3.2526168823
epoch time: 22.6227741241s, input_fired_time: 0.2367097288, output_fired_time: 0.0000000000, propagate_forward_time: 21.4892272949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8968372345
validation[          , genome  7119] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       791.63971, best error:       791.63971 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 165.3955383301s, input_fired_time: 1.6346091032, output_fired_time: 1.7893513441, propagate_forward_time: 63.6947441101, propagate_backward_time: 95.0225524902, weight_update_time: 0.2148804963, other_time: 3.2542724609
epoch time: 25.2373008728s, input_fired_time: 0.3000948727, output_fired_time: 0.0000000000, propagate_forward_time: 24.0712356567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8659706116
validation[          , genome  7119] predictions:    9764/  10000 (97.64%), best:    9778/10000 (97.78%), error:       919.80371, best error:       791.63971 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 168.2000122070s, input_fired_time: 1.6587945223, output_fired_time: 1.8146908283, propagate_forward_time: 64.7159271240, propagate_backward_time: 96.7199478149, weight_update_time: 0.2145535201, other_time: 3.2906417847
epoch time: 13.9375638962s, input_fired_time: 0.2010078728, output_fired_time: 0.0000000000, propagate_forward_time: 13.1640682220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5724878311
validation[          , genome  7119] predictions:    9745/  10000 (97.45%), best:    9778/10000 (97.78%), error:       917.93750, best error:       791.63971 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 165.4313812256s, input_fired_time: 1.6569252014, output_fired_time: 1.7927682400, propagate_forward_time: 63.6161155701, propagate_backward_time: 95.0836334229, weight_update_time: 0.2141360193, other_time: 3.2819366455
epoch time: 16.9667301178s, input_fired_time: 0.2366354465, output_fired_time: 0.0000000000, propagate_forward_time: 16.0135936737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7165012360
validation[          , genome  7119] predictions:    9745/  10000 (97.45%), best:    9778/10000 (97.78%), error:       906.15326, best error:       791.63971 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 162.8361816406s, input_fired_time: 1.6203149557, output_fired_time: 1.7461290359, propagate_forward_time: 62.5660400391, propagate_backward_time: 93.6845169067, weight_update_time: 0.2130869031, other_time: 3.2191848755
epoch time: 13.6019649506s, input_fired_time: 0.2054509670, output_fired_time: 0.0000000000, propagate_forward_time: 12.8095283508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5869855881
validation[          , genome  7119] predictions:    9776/  10000 (97.76%), best:    9778/10000 (97.78%), error:       799.04211, best error:       791.63971 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 170.2949066162s, input_fired_time: 1.7641524076, output_fired_time: 1.8180867434, propagate_forward_time: 65.5519790649, propagate_backward_time: 97.8332061768, weight_update_time: 0.2140266001, other_time: 3.3274917603
epoch time: 13.3992118835s, input_fired_time: 0.2029529661, output_fired_time: 0.0000000000, propagate_forward_time: 12.6238288879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5724296570
validation[          , genome  7119] predictions:    9766/  10000 (97.66%), best:    9778/10000 (97.78%), error:       864.33594, best error:       791.63971 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 188.6588745117s, input_fired_time: 1.6966360807, output_fired_time: 1.8843015432, propagate_forward_time: 67.6768875122, propagate_backward_time: 114.0617675781, weight_update_time: 0.2452837527, other_time: 3.3392715454
epoch time: 13.4884662628s, input_fired_time: 0.2054175287, output_fired_time: 0.0000000000, propagate_forward_time: 12.6868839264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5961647034
validation[          , genome  7119] predictions:    9707/  10000 (97.07%), best:    9778/10000 (97.78%), error:      1054.70520, best error:       791.63971 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 164.7843475342s, input_fired_time: 1.6375876665, output_fired_time: 1.7723141909, propagate_forward_time: 63.3150634766, propagate_backward_time: 94.8246994019, weight_update_time: 0.2120960504, other_time: 3.2346878052
epoch time: 30.0523834229s, input_fired_time: 0.2468777299, output_fired_time: 0.0000000000, propagate_forward_time: 29.1077919006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6977138519
validation[          , genome  7119] predictions:    9756/  10000 (97.56%), best:    9778/10000 (97.78%), error:       890.93890, best error:       791.63971 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 167.3441009521s, input_fired_time: 1.6618874073, output_fired_time: 1.7569688559, propagate_forward_time: 64.4768066406, propagate_backward_time: 96.1590728760, weight_update_time: 0.2145606279, other_time: 3.2893676758
epoch time: 13.3613042831s, input_fired_time: 0.2015857100, output_fired_time: 0.0000000000, propagate_forward_time: 12.5871782303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5725402832
validation[          , genome  7119] predictions:    9784/  10000 (97.84%), best:    9778/10000 (97.78%), error:       801.03912, best error:       791.63971 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 178.9672393799s, input_fired_time: 1.6385629177, output_fired_time: 1.9241449833, propagate_forward_time: 63.4426269531, propagate_backward_time: 108.7287139893, weight_update_time: 0.2133321911, other_time: 3.2331848145
epoch time: 13.4036483765s, input_fired_time: 0.2032728642, output_fired_time: 0.0000000000, propagate_forward_time: 12.6253366470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5750389099
validation[          , genome  7119] predictions:    9684/  10000 (96.84%), best:    9778/10000 (97.78%), error:      1135.93909, best error:       791.63971 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 175.5399627686s, input_fired_time: 1.6333011389, output_fired_time: 1.7517842054, propagate_forward_time: 64.0202560425, propagate_backward_time: 104.8909912109, weight_update_time: 0.2458155602, other_time: 3.2436294556
epoch time: 13.1903343201s, input_fired_time: 0.2004118562, output_fired_time: 0.0000000000, propagate_forward_time: 12.4210510254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5688714981
validation[          , genome  7119] predictions:    9770/  10000 (97.70%), best:    9778/10000 (97.78%), error:       805.84052, best error:       791.63971 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 165.7755279541s, input_fired_time: 1.6226372719, output_fired_time: 1.7818570137, propagate_forward_time: 63.7872543335, propagate_backward_time: 95.3607406616, weight_update_time: 0.2126419842, other_time: 3.2230377197
epoch time: 13.7491302490s, input_fired_time: 0.2036413401, output_fired_time: 0.0000000000, propagate_forward_time: 12.9744901657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5709991455
validation[          , genome  7119] predictions:    9766/  10000 (97.66%), best:    9778/10000 (97.78%), error:       874.96075, best error:       791.63971 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 170.3929901123s, input_fired_time: 1.7278325558, output_fired_time: 1.7963103056, propagate_forward_time: 65.6130676270, propagate_backward_time: 97.9436340332, weight_update_time: 0.2138329744, other_time: 3.3121490479
epoch time: 13.2774744034s, input_fired_time: 0.2011294663, output_fired_time: 0.0000000000, propagate_forward_time: 12.4991388321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5772056580
validation[          , genome  7119] predictions:    9738/  10000 (97.38%), best:    9778/10000 (97.78%), error:       929.11115, best error:       791.63971 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 164.3578948975s, input_fired_time: 1.6211612225, output_fired_time: 1.7404726744, propagate_forward_time: 63.2602500916, propagate_backward_time: 94.4961776733, weight_update_time: 0.2130610347, other_time: 3.2398300171
epoch time: 21.2424907684s, input_fired_time: 0.3890687227, output_fired_time: 0.0000000000, propagate_forward_time: 19.8934097290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9600124359
validation[          , genome  7119] predictions:    9735/  10000 (97.35%), best:    9778/10000 (97.78%), error:       914.44501, best error:       791.63971 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 172.7657318115s, input_fired_time: 1.7073839903, output_fired_time: 1.8987886906, propagate_forward_time: 66.5870971680, propagate_backward_time: 99.1716384888, weight_update_time: 0.2153608948, other_time: 3.4008255005
epoch time: 17.4034328461s, input_fired_time: 0.2038730383, output_fired_time: 0.0000000000, propagate_forward_time: 16.4615020752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7380580902
validation[          , genome  7119] predictions:    9785/  10000 (97.85%), best:    9778/10000 (97.78%), error:       813.52856, best error:       791.63971 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 164.4515075684s, input_fired_time: 1.6262410879, output_fired_time: 1.7793771029, propagate_forward_time: 63.3711509705, propagate_backward_time: 94.4880981445, weight_update_time: 0.2126269490, other_time: 3.1866455078
epoch time: 14.1802339554s, input_fired_time: 0.2054467648, output_fired_time: 0.0000000000, propagate_forward_time: 13.3915853500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5832014084
validation[          , genome  7119] predictions:    9705/  10000 (97.05%), best:    9778/10000 (97.78%), error:      1019.11932, best error:       791.63971 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 167.4784545898s, input_fired_time: 1.6401865482, output_fired_time: 1.7534276247, propagate_forward_time: 64.3304061890, propagate_backward_time: 96.4210968018, weight_update_time: 0.2209093124, other_time: 3.3333358765
epoch time: 15.5275754929s, input_fired_time: 0.2837716043, output_fired_time: 0.0000000000, propagate_forward_time: 14.5946969986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6491069794
validation[          , genome  7119] predictions:    9720/  10000 (97.20%), best:    9778/10000 (97.78%), error:       955.05640, best error:       791.63971 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 165.4865722656s, input_fired_time: 1.6621772051, output_fired_time: 1.7543635368, propagate_forward_time: 63.6076049805, propagate_backward_time: 95.2119979858, weight_update_time: 0.2449543029, other_time: 3.2504348755
epoch time: 13.4495887756s, input_fired_time: 0.2053659260, output_fired_time: 0.0000000000, propagate_forward_time: 12.6669349670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5772876740
validation[          , genome  7119] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       766.74817, best error:       766.74817 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 165.1336822510s, input_fired_time: 1.6365129948, output_fired_time: 1.7576041222, propagate_forward_time: 63.5089721680, propagate_backward_time: 94.9565048218, weight_update_time: 0.2142337114, other_time: 3.2740859985
epoch time: 21.7651920319s, input_fired_time: 0.2709619403, output_fired_time: 0.0000000000, propagate_forward_time: 20.5294055939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9648246765
validation[          , genome  7119] predictions:    9753/  10000 (97.53%), best:    9777/10000 (97.77%), error:       860.01044, best error:       766.74817 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 165.4834136963s, input_fired_time: 1.6399497986, output_fired_time: 1.7581489086, propagate_forward_time: 63.7203865051, propagate_backward_time: 95.0726699829, weight_update_time: 0.2144595981, other_time: 3.2922592163
epoch time: 31.1404037476s, input_fired_time: 0.2100023180, output_fired_time: 0.0000000000, propagate_forward_time: 30.3072834015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6231174469
validation[          , genome  7119] predictions:    9765/  10000 (97.65%), best:    9777/10000 (97.77%), error:       849.01923, best error:       766.74817 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 166.7233734131s, input_fired_time: 1.6585940123, output_fired_time: 1.8175923824, propagate_forward_time: 63.9824409485, propagate_backward_time: 95.7914123535, weight_update_time: 0.2402277887, other_time: 3.4733276367
epoch time: 14.8551244736s, input_fired_time: 0.2103826851, output_fired_time: 0.0000000000, propagate_forward_time: 14.0376920700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6070499420
validation[          , genome  7119] predictions:    9744/  10000 (97.44%), best:    9777/10000 (97.77%), error:       914.23572, best error:       766.74817 on epoch:    97, 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: 68.7237243652s, input_fired_time: 1.0387966633, output_fired_time: 0.0000000000, propagate_forward_time: 64.6759796143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0089492798
best training[          , genome  7119] predictions:   49701/  50000 (99.40%), best:    9777/10000 (97.77%), error:      1292.15881, best error:       766.74817 on epoch:    97, 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: 14.1249198914s, input_fired_time: 0.2116930187, output_fired_time: 0.0000000000, propagate_forward_time: 13.3329792023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5802478790
   testing[          , genome  7119] predictions:    9789/  10000 (97.89%), best:    9777/10000 (97.77%), error:       700.83722, best error:       766.74817 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:55:33 (6820): called boinc_finish(0)

</stderr_txt>
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