Nameexact_genome_1512568488_41_7103_0
Workunit2606815
Created7 Dec 2017, 23:55:19 UTC
Sent8 Dec 2017, 0:00:27 UTC
Report deadline15 Dec 2017, 22:40:39 UTC
Received8 Dec 2017, 15:46:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time4 hours 11 min
CPU time4 hours 9 min 59 sec
Validate stateValid
Credit1,986.15
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.68 MB
Peak swap size158.14 MB
Peak disk usage1.86 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
0000 (95.91%), best:    9686/10000 (96.86%), error:      1380.79541, best error:      1084.59912 on epoch:     5, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 136.4159088135s, input_fired_time: 1.4227354527, output_fired_time: 1.2488583326, propagate_forward_time: 51.2488784790, propagate_backward_time: 79.3191146851, weight_update_time: 0.1520850062, other_time: 3.1763305664
epoch time: 11.1025638580s, input_fired_time: 0.1782356203, output_fired_time: 0.0000000000, propagate_forward_time: 10.3694639206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5548639297
validation[          , genome  7103] predictions:    9617/  10000 (96.17%), best:    9686/10000 (96.86%), error:      1212.49207, best error:      1084.59912 on epoch:     5, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 136.0302429199s, input_fired_time: 1.4204161167, output_fired_time: 1.2389179468, propagate_forward_time: 51.1582717896, propagate_backward_time: 79.0558395386, weight_update_time: 0.1523135900, other_time: 3.1567993164
epoch time: 11.2571210861s, input_fired_time: 0.1796095520, output_fired_time: 0.0000000000, propagate_forward_time: 10.5088500977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5686616898
validation[          , genome  7103] predictions:    9673/  10000 (96.73%), best:    9673/10000 (96.73%), error:      1073.52246, best error:      1073.52246 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 137.4300537109s, input_fired_time: 1.4129368067, output_fired_time: 1.2668801546, propagate_forward_time: 51.7407722473, propagate_backward_time: 79.8899612427, weight_update_time: 0.1553017199, other_time: 3.1195144653
epoch time: 10.9336862564s, input_fired_time: 0.1785954982, output_fired_time: 0.0000000000, propagate_forward_time: 10.1978216171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5572690964
validation[          , genome  7103] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       971.65070, best error:       971.65070 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 137.0170288086s, input_fired_time: 1.4020215273, output_fired_time: 1.2465662956, propagate_forward_time: 51.5604743958, propagate_backward_time: 79.6741256714, weight_update_time: 0.1505079418, other_time: 3.1338424683
epoch time: 10.9486618042s, input_fired_time: 0.1816096008, output_fired_time: 0.0000000000, propagate_forward_time: 10.2076358795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5594167709
validation[          , genome  7103] predictions:    9650/  10000 (96.50%), best:    9724/10000 (97.24%), error:      1182.71436, best error:       971.65070 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 137.6102142334s, input_fired_time: 1.3974988461, output_fired_time: 1.2678872347, propagate_forward_time: 51.8207969666, propagate_backward_time: 79.9910812378, weight_update_time: 0.1602085084, other_time: 3.1329574585
epoch time: 11.1874408722s, input_fired_time: 0.1899122149, output_fired_time: 0.0000000000, propagate_forward_time: 10.4262008667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5713281631
validation[          , genome  7103] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       917.43311, best error:       917.43311 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 136.8052062988s, input_fired_time: 1.4375208616, output_fired_time: 1.2643791437, propagate_forward_time: 51.5595474243, propagate_backward_time: 79.3717269897, weight_update_time: 0.1504160762, other_time: 3.1720428467
epoch time: 11.2597169876s, input_fired_time: 0.1846263856, output_fired_time: 0.0000000000, propagate_forward_time: 10.4964523315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5786380768
validation[          , genome  7103] predictions:    9681/  10000 (96.81%), best:    9741/10000 (97.41%), error:      1048.66394, best error:       917.43311 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 137.9665222168s, input_fired_time: 1.4278230667, output_fired_time: 1.2699899673, propagate_forward_time: 51.9274597168, propagate_backward_time: 80.2061309814, weight_update_time: 0.1493845433, other_time: 3.1351165771
epoch time: 10.9461927414s, input_fired_time: 0.1823525578, output_fired_time: 0.0000000000, propagate_forward_time: 10.2089166641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5549230576
validation[          , genome  7103] predictions:    9672/  10000 (96.72%), best:    9741/10000 (97.41%), error:      1109.60144, best error:       917.43311 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 136.9889068604s, input_fired_time: 1.4360467196, output_fired_time: 1.2534041405, propagate_forward_time: 51.5550956726, propagate_backward_time: 79.6182632446, weight_update_time: 0.1513508260, other_time: 3.1260910034
epoch time: 11.0321712494s, input_fired_time: 0.1794601977, output_fired_time: 0.0000000000, propagate_forward_time: 10.2966547012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5560560226
validation[          , genome  7103] predictions:    9650/  10000 (96.50%), best:    9741/10000 (97.41%), error:      1172.95056, best error:       917.43311 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 136.1085968018s, input_fired_time: 1.4236522913, output_fired_time: 1.2346960306, propagate_forward_time: 51.2796020508, propagate_backward_time: 79.0191421509, weight_update_time: 0.1519947201, other_time: 3.1515121460
epoch time: 10.9554481506s, input_fired_time: 0.1823470742, output_fired_time: 0.0000000000, propagate_forward_time: 10.2111759186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5619249344
validation[          , genome  7103] predictions:    9699/  10000 (96.99%), best:    9741/10000 (97.41%), error:      1014.43597, best error:       917.43311 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 136.5043029785s, input_fired_time: 1.4354591370, output_fired_time: 1.2354949713, propagate_forward_time: 51.2707519531, propagate_backward_time: 79.3790512085, weight_update_time: 0.1522269547, other_time: 3.1835556030
epoch time: 11.2615003586s, input_fired_time: 0.1782272905, output_fired_time: 0.0000000000, propagate_forward_time: 10.4896039963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5936689377
validation[          , genome  7103] predictions:    9703/  10000 (97.03%), best:    9741/10000 (97.41%), error:      1009.53638, best error:       917.43311 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 137.1824798584s, input_fired_time: 1.4292936325, output_fired_time: 1.2458014488, propagate_forward_time: 51.6812019348, propagate_backward_time: 79.6809082031, weight_update_time: 0.1507290453, other_time: 3.1452789307
epoch time: 11.0193223953s, input_fired_time: 0.1821965128, output_fired_time: 0.0000000000, propagate_forward_time: 10.2882556915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488700867
validation[          , genome  7103] predictions:    9673/  10000 (96.73%), best:    9741/10000 (97.41%), error:      1082.98572, best error:       917.43311 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 135.6078948975s, input_fired_time: 1.4278054237, output_fired_time: 1.2413341999, propagate_forward_time: 51.0786247253, propagate_backward_time: 78.6787872314, weight_update_time: 0.1527595520, other_time: 3.1813354492
epoch time: 10.8894948959s, input_fired_time: 0.1813341081, output_fired_time: 0.0000000000, propagate_forward_time: 10.1671237946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410366058
validation[          , genome  7103] predictions:    9706/  10000 (97.06%), best:    9741/10000 (97.41%), error:       953.20465, best error:       917.43311 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 136.6709442139s, input_fired_time: 1.4166587591, output_fired_time: 1.2730540037, propagate_forward_time: 51.4326477051, propagate_backward_time: 79.4113235474, weight_update_time: 0.1562497467, other_time: 3.1372604370
epoch time: 11.0495529175s, input_fired_time: 0.1794540733, output_fired_time: 0.0000000000, propagate_forward_time: 10.3138122559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5562868118
validation[          , genome  7103] predictions:    9683/  10000 (96.83%), best:    9741/10000 (97.41%), error:      1061.75891, best error:       917.43311 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 136.3236236572s, input_fired_time: 1.4288970232, output_fired_time: 1.2580174208, propagate_forward_time: 51.2805938721, propagate_backward_time: 79.1805038452, weight_update_time: 0.1528347582, other_time: 3.1756210327
epoch time: 11.3568544388s, input_fired_time: 0.1838774085, output_fired_time: 0.0000000000, propagate_forward_time: 10.5898942947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5830831528
validation[          , genome  7103] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       844.09222, best error:       844.09222 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 137.3002471924s, input_fired_time: 1.4223799706, output_fired_time: 1.2466841936, propagate_forward_time: 51.7478866577, propagate_backward_time: 79.7053375244, weight_update_time: 0.1514097303, other_time: 3.1779556274
epoch time: 10.8817262650s, input_fired_time: 0.1823234111, output_fired_time: 0.0000000000, propagate_forward_time: 10.1277780533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5716247559
validation[          , genome  7103] predictions:    9720/  10000 (97.20%), best:    9762/10000 (97.62%), error:       929.21765, best error:       844.09222 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 135.4384918213s, input_fired_time: 1.4241524935, output_fired_time: 1.2283122540, propagate_forward_time: 50.9632110596, propagate_backward_time: 78.6694107056, weight_update_time: 0.1512901485, other_time: 3.1534042358
epoch time: 11.1020412445s, input_fired_time: 0.1781259626, output_fired_time: 0.0000000000, propagate_forward_time: 10.3609199524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5629949570
validation[          , genome  7103] predictions:    9707/  10000 (97.07%), best:    9762/10000 (97.62%), error:       971.41156, best error:       844.09222 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 135.8125305176s, input_fired_time: 1.4124025106, output_fired_time: 1.2393176556, propagate_forward_time: 51.1072540283, propagate_backward_time: 78.8703765869, weight_update_time: 0.1520478576, other_time: 3.1831817627
epoch time: 10.9116535187s, input_fired_time: 0.1779598892, output_fired_time: 0.0000000000, propagate_forward_time: 10.1895627975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5441312790
validation[          , genome  7103] predictions:    9722/  10000 (97.22%), best:    9762/10000 (97.62%), error:       950.37360, best error:       844.09222 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 135.3539123535s, input_fired_time: 1.4181312323, output_fired_time: 1.2275047302, propagate_forward_time: 50.8719444275, propagate_backward_time: 78.6817703247, weight_update_time: 0.1524101049, other_time: 3.1545486450
epoch time: 11.0658473969s, input_fired_time: 0.1815568656, output_fired_time: 0.0000000000, propagate_forward_time: 10.3150691986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5692214966
validation[          , genome  7103] predictions:    9646/  10000 (96.46%), best:    9762/10000 (97.62%), error:      1122.49792, best error:       844.09222 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 136.7551116943s, input_fired_time: 1.4235692024, output_fired_time: 1.2550107241, propagate_forward_time: 51.4733467102, propagate_backward_time: 79.4530105591, weight_update_time: 0.1516105384, other_time: 3.1501846313
epoch time: 11.0052013397s, input_fired_time: 0.1789973974, output_fired_time: 0.0000000000, propagate_forward_time: 10.2752151489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5509891510
validation[          , genome  7103] predictions:    9720/  10000 (97.20%), best:    9762/10000 (97.62%), error:      1000.02063, best error:       844.09222 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 135.5091857910s, input_fired_time: 1.4242091179, output_fired_time: 1.2445148230, propagate_forward_time: 51.0291900635, propagate_backward_time: 78.6549301147, weight_update_time: 0.1522566825, other_time: 3.1563339233
epoch time: 10.9686803818s, input_fired_time: 0.1835409999, output_fired_time: 0.0000000000, propagate_forward_time: 10.2277650833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5573740005
validation[          , genome  7103] predictions:    9729/  10000 (97.29%), best:    9762/10000 (97.62%), error:       933.13000, best error:       844.09222 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 135.5471649170s, input_fired_time: 1.4293792248, output_fired_time: 1.2309167385, propagate_forward_time: 51.0155525208, propagate_backward_time: 78.7227172852, weight_update_time: 0.1576650292, other_time: 3.1486053467
epoch time: 10.8477411270s, input_fired_time: 0.1816629916, output_fired_time: 0.0000000000, propagate_forward_time: 10.1125688553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5535097122
validation[          , genome  7103] predictions:    9695/  10000 (96.95%), best:    9762/10000 (97.62%), error:      1012.54883, best error:       844.09222 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 135.8906250000s, input_fired_time: 1.4180111885, output_fired_time: 1.2447127104, propagate_forward_time: 51.0845146179, propagate_backward_time: 79.0024490356, weight_update_time: 0.1547775716, other_time: 3.1409378052
epoch time: 11.3121175766s, input_fired_time: 0.1799253076, output_fired_time: 0.0000000000, propagate_forward_time: 10.5540180206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5781745911
validation[          , genome  7103] predictions:    9704/  10000 (97.04%), best:    9762/10000 (97.62%), error:       959.77655, best error:       844.09222 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 136.4073486328s, input_fired_time: 1.4199067354, output_fired_time: 1.2455646992, propagate_forward_time: 51.3845367432, propagate_backward_time: 79.1874389648, weight_update_time: 0.1518058628, other_time: 3.1699066162
epoch time: 10.9349803925s, input_fired_time: 0.1863671839, output_fired_time: 0.0000000000, propagate_forward_time: 10.1923437119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5562696457
validation[          , genome  7103] predictions:    9655/  10000 (96.55%), best:    9762/10000 (97.62%), error:      1212.76685, best error:       844.09222 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 137.4453582764s, input_fired_time: 1.4225847721, output_fired_time: 1.2494865656, propagate_forward_time: 51.7548942566, propagate_backward_time: 79.8622055054, weight_update_time: 0.1569598913, other_time: 3.1561813354
epoch time: 10.9610204697s, input_fired_time: 0.1823701859, output_fired_time: 0.0000000000, propagate_forward_time: 10.2254076004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5532426834
validation[          , genome  7103] predictions:    9740/  10000 (97.40%), best:    9762/10000 (97.62%), error:       909.62268, best error:       844.09222 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 136.3451995850s, input_fired_time: 1.4126244783, output_fired_time: 1.2337244749, propagate_forward_time: 51.3038787842, propagate_backward_time: 79.2724609375, weight_update_time: 0.1508732885, other_time: 3.1225128174
epoch time: 11.0188980103s, input_fired_time: 0.1791868210, output_fired_time: 0.0000000000, propagate_forward_time: 10.2843494415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5553617477
validation[          , genome  7103] predictions:    9736/  10000 (97.36%), best:    9762/10000 (97.62%), error:       887.00879, best error:       844.09222 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 135.4058380127s, input_fired_time: 1.4090794325, output_fired_time: 1.2342830896, propagate_forward_time: 50.9009666443, propagate_backward_time: 78.7264404297, weight_update_time: 0.1512378752, other_time: 3.1350708008
epoch time: 11.3936481476s, input_fired_time: 0.1881981790, output_fired_time: 0.0000000000, propagate_forward_time: 10.6392993927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5661506653
validation[          , genome  7103] predictions:    9731/  10000 (97.31%), best:    9762/10000 (97.62%), error:       915.03351, best error:       844.09222 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 137.5321807861s, input_fired_time: 1.4228905439, output_fired_time: 1.2701036930, propagate_forward_time: 51.7024383545, propagate_backward_time: 79.9498672485, weight_update_time: 0.1505083740, other_time: 3.1868667603
epoch time: 10.8353729248s, input_fired_time: 0.1827386320, output_fired_time: 0.0000000000, propagate_forward_time: 10.0989427567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5536918640
validation[          , genome  7103] predictions:    9680/  10000 (96.80%), best:    9762/10000 (97.62%), error:      1018.60742, best error:       844.09222 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 135.6987609863s, input_fired_time: 1.4422730207, output_fired_time: 1.2383447886, propagate_forward_time: 51.0435943604, propagate_backward_time: 78.7850418091, weight_update_time: 0.1566977948, other_time: 3.1895065308
epoch time: 11.0467290878s, input_fired_time: 0.1818545163, output_fired_time: 0.0000000000, propagate_forward_time: 10.3047933578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5600814819
validation[          , genome  7103] predictions:    9690/  10000 (96.90%), best:    9762/10000 (97.62%), error:       989.43640, best error:       844.09222 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 135.3205108643s, input_fired_time: 1.4388496876, output_fired_time: 1.2425359488, propagate_forward_time: 50.8953323364, propagate_backward_time: 78.6014862061, weight_update_time: 0.1528019458, other_time: 3.1423110962
epoch time: 11.0735492706s, input_fired_time: 0.1798538119, output_fired_time: 0.0000000000, propagate_forward_time: 10.3446006775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5490951538
validation[          , genome  7103] predictions:    9723/  10000 (97.23%), best:    9762/10000 (97.62%), error:       928.17114, best error:       844.09222 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 137.2089385986s, input_fired_time: 1.4344406128, output_fired_time: 1.2431522608, propagate_forward_time: 51.7087554932, propagate_backward_time: 79.7093429565, weight_update_time: 0.1548740268, other_time: 3.1132583618
epoch time: 11.0592336655s, input_fired_time: 0.1817861795, output_fired_time: 0.0000000000, propagate_forward_time: 10.3175277710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5599193573
validation[          , genome  7103] predictions:    9716/  10000 (97.16%), best:    9762/10000 (97.62%), error:       945.24005, best error:       844.09222 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 136.7774810791s, input_fired_time: 1.4329483509, output_fired_time: 1.2631627321, propagate_forward_time: 51.5127639771, propagate_backward_time: 79.3764724731, weight_update_time: 0.1516438574, other_time: 3.1921234131
epoch time: 11.1044349670s, input_fired_time: 0.1856634021, output_fired_time: 0.0000000000, propagate_forward_time: 10.3539676666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5648040771
validation[          , genome  7103] predictions:    9724/  10000 (97.24%), best:    9762/10000 (97.62%), error:       987.67731, best error:       844.09222 on epoch:    28, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 135.9708099365s, input_fired_time: 1.4143682718, output_fired_time: 1.2336852551, propagate_forward_time: 51.1517677307, propagate_backward_time: 79.0277404785, weight_update_time: 0.1511615515, other_time: 3.1432495117
epoch time: 11.0403461456s, input_fired_time: 0.1933582872, output_fired_time: 0.0000000000, propagate_forward_time: 10.3011808395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5458068848
validation[          , genome  7103] predictions:    9677/  10000 (96.77%), best:    9762/10000 (97.62%), error:      1071.93262, best error:       844.09222 on epoch:    28, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 136.9857482910s, input_fired_time: 1.4061973095, output_fired_time: 1.2496888638, propagate_forward_time: 51.6061782837, propagate_backward_time: 79.6288681030, weight_update_time: 0.1499543041, other_time: 3.0948028564
epoch time: 10.8855981827s, input_fired_time: 0.1826957911, output_fired_time: 0.0000000000, propagate_forward_time: 10.1508493423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520534515
validation[          , genome  7103] predictions:    9676/  10000 (96.76%), best:    9762/10000 (97.62%), error:      1056.49365, best error:       844.09222 on epoch:    28, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 136.3389282227s, input_fired_time: 1.4389798641, output_fired_time: 1.2307312489, propagate_forward_time: 51.3162689209, propagate_backward_time: 79.2308731079, weight_update_time: 0.1499494910, other_time: 3.1220779419
epoch time: 10.9567289352s, input_fired_time: 0.1848720610, output_fired_time: 0.0000000000, propagate_forward_time: 10.2067937851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5650634766
validation[          , genome  7103] predictions:    9732/  10000 (97.32%), best:    9762/10000 (97.62%), error:       933.30200, best error:       844.09222 on epoch:    28, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 138.2515258789s, input_fired_time: 1.4507467747, output_fired_time: 1.2616322041, propagate_forward_time: 52.1150360107, propagate_backward_time: 80.2035980225, weight_update_time: 0.1661420763, other_time: 3.2205200195
epoch time: 11.0253019333s, input_fired_time: 0.1851963997, output_fired_time: 0.0000000000, propagate_forward_time: 10.2768812180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5632238388
validation[          , genome  7103] predictions:    9734/  10000 (97.34%), best:    9762/10000 (97.62%), error:       890.66077, best error:       844.09222 on epoch:    28, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 135.6954498291s, input_fired_time: 1.4341835976, output_fired_time: 1.2581235170, propagate_forward_time: 51.1042594910, propagate_backward_time: 78.7681350708, weight_update_time: 0.1573517919, other_time: 3.1307449341
epoch time: 11.1222076416s, input_fired_time: 0.1888738722, output_fired_time: 0.0000000000, propagate_forward_time: 10.3752336502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5580997467
validation[          , genome  7103] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       839.40442, best error:       839.40442 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 135.6586151123s, input_fired_time: 1.4260574579, output_fired_time: 1.2342445850, propagate_forward_time: 51.0175323486, propagate_backward_time: 78.8289031982, weight_update_time: 0.1515840739, other_time: 3.1518859863
epoch time: 10.8888788223s, input_fired_time: 0.1889435798, output_fired_time: 0.0000000000, propagate_forward_time: 10.1489686966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5509662628
validation[          , genome  7103] predictions:    9689/  10000 (96.89%), best:    9737/10000 (97.37%), error:       986.28607, best error:       839.40442 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 135.8731994629s, input_fired_time: 1.4387021065, output_fired_time: 1.2428824902, propagate_forward_time: 51.1109542847, propagate_backward_time: 78.9180221558, weight_update_time: 0.1535433084, other_time: 3.1626281738
epoch time: 10.5317888260s, input_fired_time: 0.1800522059, output_fired_time: 0.0000000000, propagate_forward_time: 9.8082132339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5435237885
validation[          , genome  7103] predictions:    9729/  10000 (97.29%), best:    9737/10000 (97.37%), error:       890.40857, best error:       839.40442 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 138.4346008301s, input_fired_time: 1.4287512302, output_fired_time: 1.2752801180, propagate_forward_time: 52.0606918335, propagate_backward_time: 80.4630508423, weight_update_time: 0.1505968422, other_time: 3.2068176270
epoch time: 11.1762371063s, input_fired_time: 0.1941511035, output_fired_time: 0.0000000000, propagate_forward_time: 10.4108028412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5712833405
validation[          , genome  7103] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       834.17426, best error:       834.17426 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 137.6395416260s, input_fired_time: 1.4284390211, output_fired_time: 1.2483624220, propagate_forward_time: 51.8078079224, propagate_backward_time: 80.0057601929, weight_update_time: 0.1570395231, other_time: 3.1491699219
epoch time: 11.3156299591s, input_fired_time: 0.1852326095, output_fired_time: 0.0000000000, propagate_forward_time: 10.5499687195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5804290771
validation[          , genome  7103] predictions:    9724/  10000 (97.24%), best:    9760/10000 (97.60%), error:       918.69836, best error:       834.17426 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 136.4892425537s, input_fired_time: 1.4095512629, output_fired_time: 1.2499444485, propagate_forward_time: 51.3683242798, propagate_backward_time: 79.3536148071, weight_update_time: 0.1496389210, other_time: 3.1078186035
epoch time: 10.9507503510s, input_fired_time: 0.1908674985, output_fired_time: 0.0000000000, propagate_forward_time: 10.1854028702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5744800568
validation[          , genome  7103] predictions:    9730/  10000 (97.30%), best:    9760/10000 (97.60%), error:       908.63708, best error:       834.17426 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 137.1662902832s, input_fired_time: 1.4192181826, output_fired_time: 1.2420587540, propagate_forward_time: 51.6398010254, propagate_backward_time: 79.7348861694, weight_update_time: 0.1498913616, other_time: 3.1303176880
epoch time: 10.9858713150s, input_fired_time: 0.1861326098, output_fired_time: 0.0000000000, propagate_forward_time: 10.2420673370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5576715469
validation[          , genome  7103] predictions:    9738/  10000 (97.38%), best:    9760/10000 (97.60%), error:       877.73248, best error:       834.17426 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 136.7646789551s, input_fired_time: 1.4490746260, output_fired_time: 1.2380219698, propagate_forward_time: 51.4084320068, propagate_backward_time: 79.5253067017, weight_update_time: 0.1609742045, other_time: 3.1438369751
epoch time: 11.0545234680s, input_fired_time: 0.1876949072, output_fired_time: 0.0000000000, propagate_forward_time: 10.3078613281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5589675903
validation[          , genome  7103] predictions:    9720/  10000 (97.20%), best:    9760/10000 (97.60%), error:       947.99097, best error:       834.17426 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 135.8935394287s, input_fired_time: 1.4307165146, output_fired_time: 1.2390009165, propagate_forward_time: 51.1866073608, propagate_backward_time: 78.8539733887, weight_update_time: 0.1518999189, other_time: 3.1832504272
epoch time: 11.1540279388s, input_fired_time: 0.1829690486, output_fired_time: 0.0000000000, propagate_forward_time: 10.4049234390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5661354065
validation[          , genome  7103] predictions:    9741/  10000 (97.41%), best:    9760/10000 (97.60%), error:       856.39941, best error:       834.17426 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 135.9810791016s, input_fired_time: 1.4320799112, output_fired_time: 1.2403444052, propagate_forward_time: 51.1423034668, propagate_backward_time: 79.0212249756, weight_update_time: 0.1513266712, other_time: 3.1451263428
epoch time: 10.9643297195s, input_fired_time: 0.1857520789, output_fired_time: 0.0000000000, propagate_forward_time: 10.2343864441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5441913605
validation[          , genome  7103] predictions:    9728/  10000 (97.28%), best:    9760/10000 (97.60%), error:       948.79468, best error:       834.17426 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 135.6298370361s, input_fired_time: 1.4316581488, output_fired_time: 1.2317266464, propagate_forward_time: 51.0258140564, propagate_backward_time: 78.8039855957, weight_update_time: 0.1509619802, other_time: 3.1366577148
epoch time: 10.9601497650s, input_fired_time: 0.1805908084, output_fired_time: 0.0000000000, propagate_forward_time: 10.2080297470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5715293884
validation[          , genome  7103] predictions:    9687/  10000 (96.87%), best:    9760/10000 (97.60%), error:       983.06311, best error:       834.17426 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 137.2843627930s, input_fired_time: 1.4450081587, output_fired_time: 1.2536714077, propagate_forward_time: 51.6416473389, propagate_backward_time: 79.7386322021, weight_update_time: 0.1555633843, other_time: 3.2053985596
epoch time: 11.0531864166s, input_fired_time: 0.1813903749, output_fired_time: 0.0000000000, propagate_forward_time: 10.3188266754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529689789
validation[          , genome  7103] predictions:    9704/  10000 (97.04%), best:    9760/10000 (97.60%), error:       929.74249, best error:       834.17426 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 136.4694213867s, input_fired_time: 1.4239641428, output_fired_time: 1.2424547672, propagate_forward_time: 51.3381233215, propagate_backward_time: 79.3125228882, weight_update_time: 0.1513208896, other_time: 3.1523513794
epoch time: 11.1331081390s, input_fired_time: 0.1858152300, output_fired_time: 0.0000000000, propagate_forward_time: 10.3896484375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5576448441
validation[          , genome  7103] predictions:    9692/  10000 (96.92%), best:    9760/10000 (97.60%), error:       936.75134, best error:       834.17426 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 135.9613800049s, input_fired_time: 1.4475458860, output_fired_time: 1.2298108339, propagate_forward_time: 51.1755142212, propagate_backward_time: 78.9742660522, weight_update_time: 0.1513843536, other_time: 3.1342468262
epoch time: 10.9681119919s, input_fired_time: 0.1812309772, output_fired_time: 0.0000000000, propagate_forward_time: 10.2293920517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5574893951
validation[          , genome  7103] predictions:    9737/  10000 (97.37%), best:    9760/10000 (97.60%), error:       847.78772, best error:       834.17426 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 136.6243591309s, input_fired_time: 1.4462157488, output_fired_time: 1.2448995113, propagate_forward_time: 51.3376159668, propagate_backward_time: 79.4318161011, weight_update_time: 0.1565848589, other_time: 3.1638107300
epoch time: 10.9820222855s, input_fired_time: 0.1817969680, output_fired_time: 0.0000000000, propagate_forward_time: 10.2546834946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5455417633
validation[          , genome  7103] predictions:    9722/  10000 (97.22%), best:    9760/10000 (97.60%), error:       926.92395, best error:       834.17426 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 138.7784423828s, input_fired_time: 1.4421663284, output_fired_time: 1.2604764700, propagate_forward_time: 52.2612800598, propagate_backward_time: 80.6462173462, weight_update_time: 0.1551627666, other_time: 3.1682968140
epoch time: 11.0346736908s, input_fired_time: 0.1859128028, output_fired_time: 0.0000000000, propagate_forward_time: 10.2882137299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5605468750
validation[          , genome  7103] predictions:    9655/  10000 (96.55%), best:    9760/10000 (97.60%), error:      1030.15137, best error:       834.17426 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 135.8256225586s, input_fired_time: 1.4414737225, output_fired_time: 1.2401250601, propagate_forward_time: 51.2058029175, propagate_backward_time: 78.7856292725, weight_update_time: 0.1509154886, other_time: 3.1525955200
epoch time: 10.9602727890s, input_fired_time: 0.1830976158, output_fired_time: 0.0000000000, propagate_forward_time: 10.2215785980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5555963516
validation[          , genome  7103] predictions:    9707/  10000 (97.07%), best:    9760/10000 (97.60%), error:       932.04626, best error:       834.17426 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 137.1738586426s, input_fired_time: 1.4513403177, output_fired_time: 1.2566463947, propagate_forward_time: 51.6509361267, propagate_backward_time: 79.6770935059, weight_update_time: 0.1519995481, other_time: 3.1378326416
epoch time: 10.9693984985s, input_fired_time: 0.1874832064, output_fired_time: 0.0000000000, propagate_forward_time: 10.2163810730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5655345917
validation[          , genome  7103] predictions:    9734/  10000 (97.34%), best:    9760/10000 (97.60%), error:       903.14319, best error:       834.17426 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 137.6041870117s, input_fired_time: 1.4371191263, output_fired_time: 1.2746058702, propagate_forward_time: 51.7907371521, propagate_backward_time: 79.9923019409, weight_update_time: 0.1513517797, other_time: 3.1094131470
epoch time: 10.9697513580s, input_fired_time: 0.1828038990, output_fired_time: 0.0000000000, propagate_forward_time: 10.2384748459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5484724045
validation[          , genome  7103] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       826.63837, best error:       826.63837 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 139.0128784180s, input_fired_time: 1.4409347773, output_fired_time: 1.2541590929, propagate_forward_time: 52.4260826111, propagate_backward_time: 80.7325515747, weight_update_time: 0.1615857482, other_time: 3.1591415405
epoch time: 11.0022668839s, input_fired_time: 0.1899778694, output_fired_time: 0.0000000000, propagate_forward_time: 10.2511043549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611848831
validation[          , genome  7103] predictions:    9726/  10000 (97.26%), best:    9753/10000 (97.53%), error:       956.84003, best error:       826.63837 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 136.6711273193s, input_fired_time: 1.4643601179, output_fired_time: 1.2499370575, propagate_forward_time: 51.5235481262, propagate_backward_time: 79.3264999390, weight_update_time: 0.1521070898, other_time: 3.1067886353
epoch time: 11.1279411316s, input_fired_time: 0.1835287809, output_fired_time: 0.0000000000, propagate_forward_time: 10.3968343735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475778580
validation[          , genome  7103] predictions:    9743/  10000 (97.43%), best:    9753/10000 (97.53%), error:       883.32086, best error:       826.63837 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 137.6685485840s, input_fired_time: 1.4328749180, output_fired_time: 1.2738763094, propagate_forward_time: 51.9403266907, propagate_backward_time: 79.9081649780, weight_update_time: 0.1504881531, other_time: 3.1133041382
epoch time: 10.8608112335s, input_fired_time: 0.1856214553, output_fired_time: 0.0000000000, propagate_forward_time: 10.1218318939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5533580780
validation[          , genome  7103] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       818.81757, best error:       818.81757 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 136.6789703369s, input_fired_time: 1.4323068857, output_fired_time: 1.2505779266, propagate_forward_time: 51.4961280823, propagate_backward_time: 79.3712463379, weight_update_time: 0.1514165699, other_time: 3.1287078857
epoch time: 11.1372041702s, input_fired_time: 0.1886621118, output_fired_time: 0.0000000000, propagate_forward_time: 10.3906602859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5578813553
validation[          , genome  7103] predictions:    9735/  10000 (97.35%), best:    9743/10000 (97.43%), error:       902.34515, best error:       818.81757 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 138.6988067627s, input_fired_time: 1.4376116991, output_fired_time: 1.2730761766, propagate_forward_time: 52.1660995483, propagate_backward_time: 80.6336746216, weight_update_time: 0.1546027362, other_time: 3.1883544922
epoch time: 10.9913930893s, input_fired_time: 0.1820918620, output_fired_time: 0.0000000000, propagate_forward_time: 10.2462425232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5630588531
validation[          , genome  7103] predictions:    9739/  10000 (97.39%), best:    9743/10000 (97.43%), error:       844.08893, best error:       818.81757 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 137.0119171143s, input_fired_time: 1.4370509386, output_fired_time: 1.2540541887, propagate_forward_time: 51.5900230408, propagate_backward_time: 79.6246566772, weight_update_time: 0.1497274339, other_time: 3.1061172485
epoch time: 11.0406389236s, input_fired_time: 0.1848056018, output_fired_time: 0.0000000000, propagate_forward_time: 10.3055047989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5503282547
validation[          , genome  7103] predictions:    9749/  10000 (97.49%), best:    9743/10000 (97.43%), error:       873.79645, best error:       818.81757 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 135.5095367432s, input_fired_time: 1.4358880520, output_fired_time: 1.2288749218, propagate_forward_time: 51.0412673950, propagate_backward_time: 78.6482696533, weight_update_time: 0.1513237506, other_time: 3.1552352905
epoch time: 10.9947662354s, input_fired_time: 0.1849360913, output_fired_time: 0.0000000000, propagate_forward_time: 10.2560377121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5537919998
validation[          , genome  7103] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       781.91516, best error:       781.91516 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 136.1112976074s, input_fired_time: 1.4488803148, output_fired_time: 1.2380123138, propagate_forward_time: 51.2411155701, propagate_backward_time: 79.0361557007, weight_update_time: 0.1568325162, other_time: 3.1471328735
epoch time: 10.9606447220s, input_fired_time: 0.1887672096, output_fired_time: 0.0000000000, propagate_forward_time: 10.2124843597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5593929291
validation[          , genome  7103] predictions:    9768/  10000 (97.68%), best:    9769/10000 (97.69%), error:       818.01752, best error:       781.91516 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 138.6148071289s, input_fired_time: 1.4554411173, output_fired_time: 1.2669656277, propagate_forward_time: 52.0565490723, propagate_backward_time: 80.5839233398, weight_update_time: 0.1561109275, other_time: 3.2519226074
epoch time: 10.9059867859s, input_fired_time: 0.1868748069, output_fired_time: 0.0000000000, propagate_forward_time: 10.1587495804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5603628159
validation[          , genome  7103] predictions:    9727/  10000 (97.27%), best:    9769/10000 (97.69%), error:       962.27417, best error:       781.91516 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 135.9147338867s, input_fired_time: 1.4538797140, output_fired_time: 1.2562175989, propagate_forward_time: 51.0587577820, propagate_backward_time: 78.9763183594, weight_update_time: 0.1516536772, other_time: 3.1695709229
epoch time: 10.9951763153s, input_fired_time: 0.1885667890, output_fired_time: 0.0000000000, propagate_forward_time: 10.2436084747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5630006790
validation[          , genome  7103] predictions:    9739/  10000 (97.39%), best:    9769/10000 (97.69%), error:       913.03033, best error:       781.91516 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 136.2697906494s, input_fired_time: 1.4231799841, output_fired_time: 1.2273676395, propagate_forward_time: 51.2680931091, propagate_backward_time: 79.2428283691, weight_update_time: 0.1499784738, other_time: 3.1083068848
epoch time: 11.0511312485s, input_fired_time: 0.1880490184, output_fired_time: 0.0000000000, propagate_forward_time: 10.3134584427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5496234894
validation[          , genome  7103] predictions:    9678/  10000 (96.78%), best:    9769/10000 (97.69%), error:      1034.41187, best error:       781.91516 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 136.0727081299s, input_fired_time: 1.4245054722, output_fired_time: 1.2419956923, propagate_forward_time: 51.2267036438, propagate_backward_time: 79.0940628052, weight_update_time: 0.1504044831, other_time: 3.0854568481
epoch time: 10.9918813705s, input_fired_time: 0.1905532777, output_fired_time: 0.0000000000, propagate_forward_time: 10.2509107590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5504169464
validation[          , genome  7103] predictions:    9720/  10000 (97.20%), best:    9769/10000 (97.69%), error:       937.27734, best error:       781.91516 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 137.7975921631s, input_fired_time: 1.4616597891, output_fired_time: 1.2628991604, propagate_forward_time: 51.9460411072, propagate_backward_time: 79.9628753662, weight_update_time: 0.1554373652, other_time: 3.1641235352
epoch time: 11.3296861649s, input_fired_time: 0.2095918655, output_fired_time: 0.0000000000, propagate_forward_time: 10.5362472534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5838470459
validation[          , genome  7103] predictions:    9748/  10000 (97.48%), best:    9769/10000 (97.69%), error:       858.05939, best error:       781.91516 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 136.0571899414s, input_fired_time: 1.4435982704, output_fired_time: 1.2301678658, propagate_forward_time: 51.1454620361, propagate_backward_time: 79.1405258179, weight_update_time: 0.1504019052, other_time: 3.0974349976
epoch time: 11.0772075653s, input_fired_time: 0.1885151714, output_fired_time: 0.0000000000, propagate_forward_time: 10.3296356201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5590572357
validation[          , genome  7103] predictions:    9750/  10000 (97.50%), best:    9769/10000 (97.69%), error:       870.29242, best error:       781.91516 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 137.4049224854s, input_fired_time: 1.4518733025, output_fired_time: 1.2584426403, propagate_forward_time: 51.7820968628, propagate_backward_time: 79.7818298340, weight_update_time: 0.1523570418, other_time: 3.1306838989
epoch time: 11.0156230927s, input_fired_time: 0.1895733774, output_fired_time: 0.0000000000, propagate_forward_time: 10.2748785019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511713028
validation[          , genome  7103] predictions:    9692/  10000 (96.92%), best:    9769/10000 (97.69%), error:       990.35248, best error:       781.91516 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 135.7846527100s, input_fired_time: 1.4530107975, output_fired_time: 1.2388921976, propagate_forward_time: 51.0550727844, propagate_backward_time: 78.8707046509, weight_update_time: 0.1520704627, other_time: 3.1669692993
epoch time: 10.9554262161s, input_fired_time: 0.1890383065, output_fired_time: 0.0000000000, propagate_forward_time: 10.2056837082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5607042313
validation[          , genome  7103] predictions:    9743/  10000 (97.43%), best:    9769/10000 (97.69%), error:       867.09680, best error:       781.91516 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 136.9754486084s, input_fired_time: 1.4564981461, output_fired_time: 1.2438341379, propagate_forward_time: 51.4547004700, propagate_backward_time: 79.6289291382, weight_update_time: 0.1553489864, other_time: 3.1914901733
epoch time: 11.0534296036s, input_fired_time: 0.1907047033, output_fired_time: 0.0000000000, propagate_forward_time: 10.2821903229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5805349350
validation[          , genome  7103] predictions:    9720/  10000 (97.20%), best:    9769/10000 (97.69%), error:       895.99207, best error:       781.91516 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 138.0164031982s, input_fired_time: 1.4785635471, output_fired_time: 1.2699092627, propagate_forward_time: 51.8342742920, propagate_backward_time: 80.2008132935, weight_update_time: 0.1522916853, other_time: 3.2328414917
epoch time: 10.9493865967s, input_fired_time: 0.1899051517, output_fired_time: 0.0000000000, propagate_forward_time: 10.2140045166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454769135
validation[          , genome  7103] predictions:    9692/  10000 (96.92%), best:    9769/10000 (97.69%), error:      1051.85278, best error:       781.91516 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 135.8205108643s, input_fired_time: 1.4475657940, output_fired_time: 1.2434183359, propagate_forward_time: 51.1326065063, propagate_backward_time: 78.8310852051, weight_update_time: 0.1515762508, other_time: 3.1658248901
epoch time: 11.0666465759s, input_fired_time: 0.1899847835, output_fired_time: 0.0000000000, propagate_forward_time: 10.3171339035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5595283508
validation[          , genome  7103] predictions:    9715/  10000 (97.15%), best:    9769/10000 (97.69%), error:       973.97601, best error:       781.91516 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 135.9140014648s, input_fired_time: 1.4412755966, output_fired_time: 1.2341035604, propagate_forward_time: 51.1421585083, propagate_backward_time: 78.9463577271, weight_update_time: 0.1513006240, other_time: 3.1501159668
epoch time: 11.0715074539s, input_fired_time: 0.1896163523, output_fired_time: 0.0000000000, propagate_forward_time: 10.3348798752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5470113754
validation[          , genome  7103] predictions:    9715/  10000 (97.15%), best:    9769/10000 (97.69%), error:       938.10181, best error:       781.91516 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 136.6595153809s, input_fired_time: 1.4630568027, output_fired_time: 1.2488220930, propagate_forward_time: 51.4871788025, propagate_backward_time: 79.3224563599, weight_update_time: 0.1563654393, other_time: 3.1379928589
epoch time: 11.2036895752s, input_fired_time: 0.1942681074, output_fired_time: 0.0000000000, propagate_forward_time: 10.4324283600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5769929886
validation[          , genome  7103] predictions:    9739/  10000 (97.39%), best:    9769/10000 (97.69%), error:       859.89984, best error:       781.91516 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 137.1000823975s, input_fired_time: 1.4683585167, output_fired_time: 1.2419321537, propagate_forward_time: 51.5904045105, propagate_backward_time: 79.6549148560, weight_update_time: 0.1510437876, other_time: 3.1444778442
epoch time: 11.1720895767s, input_fired_time: 0.1861191839, output_fired_time: 0.0000000000, propagate_forward_time: 10.4367914200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491790771
validation[          , genome  7103] predictions:    9731/  10000 (97.31%), best:    9769/10000 (97.69%), error:       875.53241, best error:       781.91516 on epoch:    75, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 137.2494659424s, input_fired_time: 1.4448083639, output_fired_time: 1.2526395321, propagate_forward_time: 51.7324142456, propagate_backward_time: 79.7141342163, weight_update_time: 0.1490775794, other_time: 3.1054687500
epoch time: 11.0176925659s, input_fired_time: 0.1846482158, output_fired_time: 0.0000000000, propagate_forward_time: 10.2848110199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5482330322
validation[          , genome  7103] predictions:    9742/  10000 (97.42%), best:    9769/10000 (97.69%), error:       901.05798, best error:       781.91516 on epoch:    75, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 136.5411071777s, input_fired_time: 1.4307001829, output_fired_time: 1.2331906557, propagate_forward_time: 51.4683685303, propagate_backward_time: 79.3270187378, weight_update_time: 0.1485519856, other_time: 3.0818405151
epoch time: 11.0256204605s, input_fired_time: 0.1858354807, output_fired_time: 0.0000000000, propagate_forward_time: 10.2826519012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5571327209
validation[          , genome  7103] predictions:    9724/  10000 (97.24%), best:    9769/10000 (97.69%), error:       924.73816, best error:       781.91516 on epoch:    75, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 136.3793029785s, input_fired_time: 1.4603428841, output_fired_time: 1.2398769855, propagate_forward_time: 51.3349075317, propagate_backward_time: 79.1843719482, weight_update_time: 0.1506535113, other_time: 3.1597976685
epoch time: 11.4788370132s, input_fired_time: 0.1951252073, output_fired_time: 0.0000000000, propagate_forward_time: 10.6941881180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5895233154
validation[          , genome  7103] predictions:    9738/  10000 (97.38%), best:    9769/10000 (97.69%), error:       897.78784, best error:       781.91516 on epoch:    75, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 137.4797668457s, input_fired_time: 1.4698361158, output_fired_time: 1.2488794327, propagate_forward_time: 51.8027267456, propagate_backward_time: 79.8163375854, weight_update_time: 0.1503121406, other_time: 3.1419830322
epoch time: 11.0001144409s, input_fired_time: 0.1839772910, output_fired_time: 0.0000000000, propagate_forward_time: 10.2692461014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5468912125
validation[          , genome  7103] predictions:    9723/  10000 (97.23%), best:    9769/10000 (97.69%), error:       949.84186, best error:       781.91516 on epoch:    75, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 137.1383361816s, input_fired_time: 1.4395011663, output_fired_time: 1.2459394932, propagate_forward_time: 51.5951957703, propagate_backward_time: 79.7511978149, weight_update_time: 0.1506798267, other_time: 3.1064987183
epoch time: 11.0308513641s, input_fired_time: 0.1872083843, output_fired_time: 0.0000000000, propagate_forward_time: 10.2962474823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473957062
validation[          , genome  7103] predictions:    9757/  10000 (97.57%), best:    9769/10000 (97.69%), error:       845.54120, best error:       781.91516 on epoch:    75, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 137.2466430664s, input_fired_time: 1.4400966167, output_fired_time: 1.2745447159, propagate_forward_time: 51.7177963257, propagate_backward_time: 79.7224197388, weight_update_time: 0.1498899758, other_time: 3.0917816162
epoch time: 10.9663305283s, input_fired_time: 0.1893284619, output_fired_time: 0.0000000000, propagate_forward_time: 10.2206096649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5563926697
validation[          , genome  7103] predictions:    9723/  10000 (97.23%), best:    9769/10000 (97.69%), error:       904.58826, best error:       781.91516 on epoch:    75, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 138.1366729736s, input_fired_time: 1.4369825125, output_fired_time: 1.2514622211, propagate_forward_time: 52.0291175842, propagate_backward_time: 80.2929763794, weight_update_time: 0.1541236490, other_time: 3.1261367798
epoch time: 11.2678289413s, input_fired_time: 0.1922765523, output_fired_time: 0.0000000000, propagate_forward_time: 10.4974708557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5780811310
validation[          , genome  7103] predictions:    9719/  10000 (97.19%), best:    9769/10000 (97.69%), error:       904.11096, best error:       781.91516 on epoch:    75, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 137.5747375488s, input_fired_time: 1.4537682533, output_fired_time: 1.2521426678, propagate_forward_time: 51.8416976929, propagate_backward_time: 79.8957290649, weight_update_time: 0.1510907561, other_time: 3.1314086914
epoch time: 11.0812492371s, input_fired_time: 0.1858237684, output_fired_time: 0.0000000000, propagate_forward_time: 10.3539943695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414314270
validation[          , genome  7103] predictions:    9752/  10000 (97.52%), best:    9769/10000 (97.69%), error:       845.84418, best error:       781.91516 on epoch:    75, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 136.3110961914s, input_fired_time: 1.4774360657, output_fired_time: 1.2371971607, propagate_forward_time: 51.2560577393, propagate_backward_time: 79.1827697754, weight_update_time: 0.1515574753, other_time: 3.1576385498
epoch time: 11.0277442932s, input_fired_time: 0.1917060614, output_fired_time: 0.0000000000, propagate_forward_time: 10.2841787338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518598557
validation[          , genome  7103] predictions:    9735/  10000 (97.35%), best:    9769/10000 (97.69%), error:       898.97656, best error:       781.91516 on epoch:    75, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 137.7272949219s, input_fired_time: 1.4539666176, output_fired_time: 1.2470121384, propagate_forward_time: 51.8982849121, propagate_backward_time: 80.0076141357, weight_update_time: 0.1522937566, other_time: 3.1204223633
epoch time: 11.0935230255s, input_fired_time: 0.1875222623, output_fired_time: 0.0000000000, propagate_forward_time: 10.3436822891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5623188019
validation[          , genome  7103] predictions:    9737/  10000 (97.37%), best:    9769/10000 (97.69%), error:       899.04755, best error:       781.91516 on epoch:    75, 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: 55.2434806824s, input_fired_time: 0.9257650971, output_fired_time: 0.0000000000, propagate_forward_time: 51.4303894043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8873252869
best training[          , genome  7103] predictions:   49565/  50000 (99.13%), best:    9769/10000 (97.69%), error:      1799.75684, best error:       781.91516 on epoch:    75, 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: 11.0637483597s, input_fired_time: 0.1850028336, output_fired_time: 0.0000000000, propagate_forward_time: 10.3302831650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5484619141
   testing[          , genome  7103] predictions:    9762/  10000 (97.62%), best:    9769/10000 (97.69%), error:       768.57910, best error:       781.91516 on epoch:    75, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:36:00 (6140): called boinc_finish(0)

</stderr_txt>
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