Nameexact_genome_1512568488_41_6889_1
Workunit2605721
Created7 Dec 2017, 22:35:13 UTC
Sent7 Dec 2017, 22:42:51 UTC
Report deadline15 Dec 2017, 8:09:27 UTC
Received8 Dec 2017, 14:36:52 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 55 min 52 sec
CPU time3 hours 54 min 58 sec
Validate stateValid
Credit1,848.37
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.80 MB
Peak swap size158.25 MB
Peak disk usage1.80 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
her_time: 0.5782051086
validation[          , genome  6889] predictions:    9675/  10000 (96.75%), best:    9675/10000 (96.75%), error:      1078.63721, best error:      1078.63721 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 127.9716949463s, input_fired_time: 1.4916601181, output_fired_time: 1.3555507660, propagate_forward_time: 48.1324462891, propagate_backward_time: 73.8129043579, weight_update_time: 0.1503031552, other_time: 3.1791305542
epoch time: 10.2929058075s, input_fired_time: 0.1830708236, output_fired_time: 0.0000000000, propagate_forward_time: 9.5712480545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385866165
validation[          , genome  6889] predictions:    9636/  10000 (96.36%), best:    9675/10000 (96.75%), error:      1161.71558, best error:      1078.63721 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 129.5946350098s, input_fired_time: 1.5392974615, output_fired_time: 1.3780227900, propagate_forward_time: 48.5684432983, propagate_backward_time: 74.8045959473, weight_update_time: 0.1566500962, other_time: 3.3042831421
epoch time: 10.2689771652s, input_fired_time: 0.1831221581, output_fired_time: 0.0000000000, propagate_forward_time: 9.5465602875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392951965
validation[          , genome  6889] predictions:    9669/  10000 (96.69%), best:    9675/10000 (96.75%), error:      1104.91492, best error:      1078.63721 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 128.8885498047s, input_fired_time: 1.4959782362, output_fired_time: 1.3576481342, propagate_forward_time: 48.3648681641, propagate_backward_time: 74.4982070923, weight_update_time: 0.1513439715, other_time: 3.1718444824
epoch time: 10.5339002609s, input_fired_time: 0.1880095452, output_fired_time: 0.0000000000, propagate_forward_time: 9.7877292633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5581617355
validation[          , genome  6889] predictions:    9649/  10000 (96.49%), best:    9675/10000 (96.75%), error:      1112.79602, best error:      1078.63721 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 127.8717803955s, input_fired_time: 1.4852319956, output_fired_time: 1.3513330221, propagate_forward_time: 47.9401016235, propagate_backward_time: 73.9535903931, weight_update_time: 0.1493671536, other_time: 3.1415252686
epoch time: 10.2449388504s, input_fired_time: 0.1834918708, output_fired_time: 0.0000000000, propagate_forward_time: 9.5186204910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428266525
validation[          , genome  6889] predictions:    9624/  10000 (96.24%), best:    9675/10000 (96.75%), error:      1146.76013, best error:      1078.63721 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 128.4394378662s, input_fired_time: 1.5154044628, output_fired_time: 1.3456510305, propagate_forward_time: 48.2131881714, propagate_backward_time: 74.1245956421, weight_update_time: 0.1574429870, other_time: 3.2406005859
epoch time: 10.2973089218s, input_fired_time: 0.1878239661, output_fired_time: 0.0000000000, propagate_forward_time: 9.5575418472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5519428253
validation[          , genome  6889] predictions:    9670/  10000 (96.70%), best:    9675/10000 (96.75%), error:      1110.68262, best error:      1078.63721 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 129.2564239502s, input_fired_time: 1.5040537119, output_fired_time: 1.3529500961, propagate_forward_time: 48.4531021118, propagate_backward_time: 74.7240066528, weight_update_time: 0.1507184803, other_time: 3.2223129272
epoch time: 10.3741369247s, input_fired_time: 0.1877813637, output_fired_time: 0.0000000000, propagate_forward_time: 9.6312961578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5550594330
validation[          , genome  6889] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1027.36633, best error:      1027.36633 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 129.0388031006s, input_fired_time: 1.4987517595, output_fired_time: 1.3656281233, propagate_forward_time: 48.3724632263, propagate_backward_time: 74.5565795898, weight_update_time: 0.1605174541, other_time: 3.2453765869
epoch time: 10.2670164108s, input_fired_time: 0.1863887757, output_fired_time: 0.0000000000, propagate_forward_time: 9.5163545609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5642728806
validation[          , genome  6889] predictions:    9666/  10000 (96.66%), best:    9672/10000 (96.72%), error:      1046.95447, best error:      1027.36633 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 127.5980834961s, input_fired_time: 1.4779062271, output_fired_time: 1.3574469090, propagate_forward_time: 47.9020996094, propagate_backward_time: 73.7471313477, weight_update_time: 0.1503685564, other_time: 3.1135025024
epoch time: 10.2741136551s, input_fired_time: 0.1843490601, output_fired_time: 0.0000000000, propagate_forward_time: 9.5447816849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449829102
validation[          , genome  6889] predictions:    9657/  10000 (96.57%), best:    9672/10000 (96.72%), error:      1129.40540, best error:      1027.36633 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 127.3423156738s, input_fired_time: 1.4761437178, output_fired_time: 1.3522360325, propagate_forward_time: 47.7862396240, propagate_backward_time: 73.5656738281, weight_update_time: 0.1599493623, other_time: 3.1620254517
epoch time: 10.2259035110s, input_fired_time: 0.1847235113, output_fired_time: 0.0000000000, propagate_forward_time: 9.5010633469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401163101
validation[          , genome  6889] predictions:    9623/  10000 (96.23%), best:    9672/10000 (96.72%), error:      1238.14783, best error:      1027.36633 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 127.9480895996s, input_fired_time: 1.4883093834, output_fired_time: 1.3516073227, propagate_forward_time: 48.0243988037, propagate_backward_time: 73.9452972412, weight_update_time: 0.1511683762, other_time: 3.1384735107
epoch time: 10.3141784668s, input_fired_time: 0.1858387291, output_fired_time: 0.0000000000, propagate_forward_time: 9.5860166550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423231125
validation[          , genome  6889] predictions:    9676/  10000 (96.76%), best:    9672/10000 (96.72%), error:      1087.06140, best error:      1027.36633 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 128.7814788818s, input_fired_time: 1.4985314608, output_fired_time: 1.3696738482, propagate_forward_time: 48.2756195068, propagate_backward_time: 74.4453811646, weight_update_time: 0.1550304294, other_time: 3.1922683716
epoch time: 10.4285774231s, input_fired_time: 0.1895722598, output_fired_time: 0.0000000000, propagate_forward_time: 9.6578264236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5811786652
validation[          , genome  6889] predictions:    9677/  10000 (96.77%), best:    9672/10000 (96.72%), error:      1036.78430, best error:      1027.36633 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 129.0588226318s, input_fired_time: 1.5147793293, output_fired_time: 1.3675730228, propagate_forward_time: 48.2820930481, propagate_backward_time: 74.6275711060, weight_update_time: 0.1630001515, other_time: 3.2668075562
epoch time: 10.5317220688s, input_fired_time: 0.1899919212, output_fired_time: 0.0000000000, propagate_forward_time: 9.7701654434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5715646744
validation[          , genome  6889] predictions:    9670/  10000 (96.70%), best:    9672/10000 (96.72%), error:      1087.85791, best error:      1027.36633 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 127.8699951172s, input_fired_time: 1.4890284538, output_fired_time: 1.3503950834, propagate_forward_time: 48.0397491455, propagate_backward_time: 73.8809814453, weight_update_time: 0.1546338499, other_time: 3.1098403931
epoch time: 10.2931461334s, input_fired_time: 0.1850720793, output_fired_time: 0.0000000000, propagate_forward_time: 9.5687341690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393400192
validation[          , genome  6889] predictions:    9664/  10000 (96.64%), best:    9672/10000 (96.72%), error:      1100.63232, best error:      1027.36633 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 128.7453613281s, input_fired_time: 1.4913178682, output_fired_time: 1.3625358343, propagate_forward_time: 48.3740882874, propagate_backward_time: 74.3539199829, weight_update_time: 0.1551746130, other_time: 3.1635055542
epoch time: 10.4391679764s, input_fired_time: 0.1911074519, output_fired_time: 0.0000000000, propagate_forward_time: 9.6801071167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5679531097
validation[          , genome  6889] predictions:    9686/  10000 (96.86%), best:    9672/10000 (96.72%), error:      1050.62500, best error:      1027.36633 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 127.6557006836s, input_fired_time: 1.4796802998, output_fired_time: 1.3494174480, propagate_forward_time: 47.8773040771, propagate_backward_time: 73.8319931030, weight_update_time: 0.1528133601, other_time: 3.1173019409
epoch time: 10.6313514709s, input_fired_time: 0.1914236546, output_fired_time: 0.0000000000, propagate_forward_time: 9.8369197845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6030082703
validation[          , genome  6889] predictions:    9657/  10000 (96.57%), best:    9672/10000 (96.72%), error:      1111.18811, best error:      1027.36633 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 127.9719314575s, input_fired_time: 1.5034914017, output_fired_time: 1.3474714756, propagate_forward_time: 48.0274620056, propagate_backward_time: 73.9553604126, weight_update_time: 0.1560262293, other_time: 3.1381454468
epoch time: 10.5417442322s, input_fired_time: 0.1916703135, output_fired_time: 0.0000000000, propagate_forward_time: 9.7838916779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5661821365
validation[          , genome  6889] predictions:    9509/  10000 (95.09%), best:    9672/10000 (96.72%), error:      1636.87537, best error:      1027.36633 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 127.3962020874s, input_fired_time: 1.4936453104, output_fired_time: 1.3502862453, propagate_forward_time: 47.7797851563, propagate_backward_time: 73.6566009521, weight_update_time: 0.1495767683, other_time: 3.1158828735
epoch time: 10.3487415314s, input_fired_time: 0.1999943852, output_fired_time: 0.0000000000, propagate_forward_time: 9.5848417282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5639057159
validation[          , genome  6889] predictions:    9635/  10000 (96.35%), best:    9672/10000 (96.72%), error:      1164.88635, best error:      1027.36633 on epoch:    20, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 128.1522674561s, input_fired_time: 1.5095572472, output_fired_time: 1.3689277172, propagate_forward_time: 48.1158752441, propagate_backward_time: 73.9921951294, weight_update_time: 0.1514157504, other_time: 3.1657104492
epoch time: 10.3138771057s, input_fired_time: 0.1872878671, output_fired_time: 0.0000000000, propagate_forward_time: 9.5834875107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5431013107
validation[          , genome  6889] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1018.17157, best error:      1018.17157 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 128.5417785645s, input_fired_time: 1.4991537333, output_fired_time: 1.3519287109, propagate_forward_time: 48.2583656311, propagate_backward_time: 74.2242126465, weight_update_time: 0.1550676078, other_time: 3.2081146240
epoch time: 10.4300746918s, input_fired_time: 0.1917743236, output_fired_time: 0.0000000000, propagate_forward_time: 9.6324138641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6058864594
validation[          , genome  6889] predictions:    9612/  10000 (96.12%), best:    9679/10000 (96.79%), error:      1175.01648, best error:      1018.17157 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 129.5566558838s, input_fired_time: 1.5574008226, output_fired_time: 1.3724058867, propagate_forward_time: 48.4596519470, propagate_backward_time: 74.8638534546, weight_update_time: 0.1566328555, other_time: 3.3033370972
epoch time: 10.2485361099s, input_fired_time: 0.1882417798, output_fired_time: 0.0000000000, propagate_forward_time: 9.5088844299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5514097214
validation[          , genome  6889] predictions:    9658/  10000 (96.58%), best:    9679/10000 (96.79%), error:      1121.39172, best error:      1018.17157 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 129.7979278564s, input_fired_time: 1.5453476906, output_fired_time: 1.3808342218, propagate_forward_time: 48.6539459229, propagate_backward_time: 74.9052734375, weight_update_time: 0.1536020637, other_time: 3.3125228882
epoch time: 10.5630292892s, input_fired_time: 0.2000060529, output_fired_time: 0.0000000000, propagate_forward_time: 9.7637233734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5992994308
validation[          , genome  6889] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:      1000.60358, best error:      1000.60358 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 127.8571090698s, input_fired_time: 1.5094493628, output_fired_time: 1.3624178171, propagate_forward_time: 47.9389495850, propagate_backward_time: 73.8887405396, weight_update_time: 0.1551310867, other_time: 3.1575469971
epoch time: 10.4830589294s, input_fired_time: 0.1896790564, output_fired_time: 0.0000000000, propagate_forward_time: 9.7225170135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5708627701
validation[          , genome  6889] predictions:    9643/  10000 (96.43%), best:    9701/10000 (97.01%), error:      1136.14697, best error:      1000.60358 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 128.1487121582s, input_fired_time: 1.5141712427, output_fired_time: 1.3590843678, propagate_forward_time: 48.0386085510, propagate_backward_time: 74.0791015625, weight_update_time: 0.1512105167, other_time: 3.1577453613
epoch time: 10.5119667053s, input_fired_time: 0.1969382465, output_fired_time: 0.0000000000, propagate_forward_time: 9.7288303375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5861978531
validation[          , genome  6889] predictions:    9642/  10000 (96.42%), best:    9701/10000 (97.01%), error:      1123.44507, best error:      1000.60358 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 129.0932769775s, input_fired_time: 1.5205503702, output_fired_time: 1.3726993799, propagate_forward_time: 48.4176597595, propagate_backward_time: 74.5750427246, weight_update_time: 0.1513228267, other_time: 3.2073211670
epoch time: 10.2568874359s, input_fired_time: 0.1857948303, output_fired_time: 0.0000000000, propagate_forward_time: 9.5302248001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408678055
validation[          , genome  6889] predictions:    9635/  10000 (96.35%), best:    9701/10000 (97.01%), error:      1098.06226, best error:      1000.60358 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 127.7635803223s, input_fired_time: 1.5018955469, output_fired_time: 1.3475383520, propagate_forward_time: 47.9669914246, propagate_backward_time: 73.7672576904, weight_update_time: 0.1604566872, other_time: 3.1799011230
epoch time: 10.2604751587s, input_fired_time: 0.1853573471, output_fired_time: 0.0000000000, propagate_forward_time: 9.5345287323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5405893326
validation[          , genome  6889] predictions:    9543/  10000 (95.43%), best:    9701/10000 (97.01%), error:      1397.82727, best error:      1000.60358 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 128.3428497314s, input_fired_time: 1.5285586119, output_fired_time: 1.3634045124, propagate_forward_time: 48.1576080322, propagate_backward_time: 74.0591812134, weight_update_time: 0.1527348459, other_time: 3.2341003418
epoch time: 10.2659540176s, input_fired_time: 0.1889719516, output_fired_time: 0.0000000000, propagate_forward_time: 9.5279693604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5490131378
validation[          , genome  6889] predictions:    9683/  10000 (96.83%), best:    9701/10000 (97.01%), error:      1016.17255, best error:      1000.60358 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 128.3984832764s, input_fired_time: 1.5092056990, output_fired_time: 1.3589024544, propagate_forward_time: 48.2159423828, propagate_backward_time: 74.0602645874, weight_update_time: 0.1562059522, other_time: 3.2541656494
epoch time: 10.3280105591s, input_fired_time: 0.1885853410, output_fired_time: 0.0000000000, propagate_forward_time: 9.5950002670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444250107
validation[          , genome  6889] predictions:    9672/  10000 (96.72%), best:    9701/10000 (97.01%), error:      1102.59509, best error:      1000.60358 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 128.2632904053s, input_fired_time: 1.5157248974, output_fired_time: 1.3581050634, propagate_forward_time: 48.1602287292, propagate_backward_time: 74.1119613647, weight_update_time: 0.1517691612, other_time: 3.1172714233
epoch time: 10.3798303604s, input_fired_time: 0.1882107705, output_fired_time: 0.0000000000, propagate_forward_time: 9.6222515106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5693683624
validation[          , genome  6889] predictions:    9685/  10000 (96.85%), best:    9701/10000 (97.01%), error:      1038.65601, best error:      1000.60358 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 129.4168090820s, input_fired_time: 1.5275319815, output_fired_time: 1.3681536913, propagate_forward_time: 48.4161071777, propagate_backward_time: 74.8713912964, weight_update_time: 0.1515550613, other_time: 3.2336196899
epoch time: 10.5808601379s, input_fired_time: 0.1959231645, output_fired_time: 0.0000000000, propagate_forward_time: 9.8048686981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5800685883
validation[          , genome  6889] predictions:    9687/  10000 (96.87%), best:    9701/10000 (97.01%), error:      1001.67316, best error:      1000.60358 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 127.8776092529s, input_fired_time: 1.4976159334, output_fired_time: 1.3540720940, propagate_forward_time: 47.9712142944, propagate_backward_time: 73.9096984863, weight_update_time: 0.1506735235, other_time: 3.1450042725
epoch time: 10.3924989700s, input_fired_time: 0.1931311935, output_fired_time: 0.0000000000, propagate_forward_time: 9.6379785538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5613889694
validation[          , genome  6889] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:       972.15009, best error:       972.15009 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 128.2556152344s, input_fired_time: 1.5102337599, output_fired_time: 1.3756353855, propagate_forward_time: 48.2437591553, propagate_backward_time: 73.9981689453, weight_update_time: 0.1502848715, other_time: 3.1278228760
epoch time: 10.0876169205s, input_fired_time: 0.1861569434, output_fired_time: 0.0000000000, propagate_forward_time: 9.3543310165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5471286774
validation[          , genome  6889] predictions:    9658/  10000 (96.58%), best:    9696/10000 (96.96%), error:      1077.15149, best error:       972.15009 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 128.5458374023s, input_fired_time: 1.5319417715, output_fired_time: 1.3704227209, propagate_forward_time: 48.2122650146, propagate_backward_time: 74.1977920532, weight_update_time: 0.1515322924, other_time: 3.2334136963
epoch time: 10.3681859970s, input_fired_time: 0.1923778355, output_fired_time: 0.0000000000, propagate_forward_time: 9.6278095245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479984283
validation[          , genome  6889] predictions:    9626/  10000 (96.26%), best:    9696/10000 (96.96%), error:      1188.78955, best error:       972.15009 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 129.0579223633s, input_fired_time: 1.5132298470, output_fired_time: 1.3648712635, propagate_forward_time: 48.5071678162, propagate_backward_time: 74.5250854492, weight_update_time: 0.1502812207, other_time: 3.1475677490
epoch time: 10.3392610550s, input_fired_time: 0.1878528446, output_fired_time: 0.0000000000, propagate_forward_time: 9.6105928421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408153534
validation[          , genome  6889] predictions:    9695/  10000 (96.95%), best:    9696/10000 (96.96%), error:      1007.17108, best error:       972.15009 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 128.7040252686s, input_fired_time: 1.5397350788, output_fired_time: 1.3512469530, propagate_forward_time: 48.2262344360, propagate_backward_time: 74.3464355469, weight_update_time: 0.1605451256, other_time: 3.2403717041
epoch time: 10.5910425186s, input_fired_time: 0.1947139353, output_fired_time: 0.0000000000, propagate_forward_time: 9.8268156052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5695133209
validation[          , genome  6889] predictions:    9659/  10000 (96.59%), best:    9696/10000 (96.96%), error:      1101.11768, best error:       972.15009 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 127.8633193970s, input_fired_time: 1.5286082029, output_fired_time: 1.3497165442, propagate_forward_time: 48.0419616699, propagate_backward_time: 73.8129653931, weight_update_time: 0.1502954364, other_time: 3.1300659180
epoch time: 10.5767879486s, input_fired_time: 0.1953046024, output_fired_time: 0.0000000000, propagate_forward_time: 9.8299560547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515270233
validation[          , genome  6889] predictions:    9664/  10000 (96.64%), best:    9696/10000 (96.96%), error:      1079.95898, best error:       972.15009 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 128.4453430176s, input_fired_time: 1.5276356936, output_fired_time: 1.3557846546, propagate_forward_time: 48.1752853394, propagate_backward_time: 74.1412429810, weight_update_time: 0.1561633348, other_time: 3.2453994751
epoch time: 10.3220891953s, input_fired_time: 0.1886927038, output_fired_time: 0.0000000000, propagate_forward_time: 9.5943078995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390882492
validation[          , genome  6889] predictions:    9672/  10000 (96.72%), best:    9696/10000 (96.96%), error:      1012.09650, best error:       972.15009 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 130.1262054443s, input_fired_time: 1.5280324221, output_fired_time: 1.3822699785, propagate_forward_time: 48.9294128418, propagate_backward_time: 74.9774780273, weight_update_time: 0.1574651301, other_time: 3.3090133667
epoch time: 10.5457344055s, input_fired_time: 0.1941210479, output_fired_time: 0.0000000000, propagate_forward_time: 9.7637615204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5878515244
validation[          , genome  6889] predictions:    9670/  10000 (96.70%), best:    9696/10000 (96.96%), error:      1047.16455, best error:       972.15009 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 128.8550109863s, input_fired_time: 1.5348770618, output_fired_time: 1.3435359001, propagate_forward_time: 48.3280410767, propagate_backward_time: 74.4122619629, weight_update_time: 0.1513235271, other_time: 3.2362976074
epoch time: 10.5174293518s, input_fired_time: 0.2033332586, output_fired_time: 0.0000000000, propagate_forward_time: 9.7372322083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5768642426
validation[          , genome  6889] predictions:    9692/  10000 (96.92%), best:    9696/10000 (96.96%), error:       997.45374, best error:       972.15009 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 127.9778671265s, input_fired_time: 1.5178973675, output_fired_time: 1.3505436182, propagate_forward_time: 48.1167144775, propagate_backward_time: 73.8517227173, weight_update_time: 0.1503533721, other_time: 3.1409912109
epoch time: 10.4112997055s, input_fired_time: 0.1976305246, output_fired_time: 0.0000000000, propagate_forward_time: 9.6441202164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5695486069
validation[          , genome  6889] predictions:    9588/  10000 (95.88%), best:    9696/10000 (96.96%), error:      1353.28625, best error:       972.15009 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 128.6361389160s, input_fired_time: 1.5253775120, output_fired_time: 1.3464063406, propagate_forward_time: 48.2591667175, propagate_backward_time: 74.3070144653, weight_update_time: 0.1502538472, other_time: 3.1981735229
epoch time: 10.4736261368s, input_fired_time: 0.1957905293, output_fired_time: 0.0000000000, propagate_forward_time: 9.6933956146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5844402313
validation[          , genome  6889] predictions:    9687/  10000 (96.87%), best:    9696/10000 (96.96%), error:      1006.03076, best error:       972.15009 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 129.1634368896s, input_fired_time: 1.5076744556, output_fired_time: 1.3552662134, propagate_forward_time: 48.4418945313, propagate_backward_time: 74.6974029541, weight_update_time: 0.1538400650, other_time: 3.1612014771
epoch time: 10.4565067291s, input_fired_time: 0.1985450536, output_fired_time: 0.0000000000, propagate_forward_time: 9.6829471588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5750141144
validation[          , genome  6889] predictions:    9699/  10000 (96.99%), best:    9696/10000 (96.96%), error:       990.79510, best error:       972.15009 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 127.9825515747s, input_fired_time: 1.5268446207, output_fired_time: 1.3501807451, propagate_forward_time: 48.0023155212, propagate_backward_time: 73.8580322266, weight_update_time: 0.1562568694, other_time: 3.2451782227
epoch time: 10.2431325912s, input_fired_time: 0.1889368594, output_fired_time: 0.0000000000, propagate_forward_time: 9.5122766495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419187546
validation[          , genome  6889] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       936.82800, best error:       936.82800 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 127.5501861572s, input_fired_time: 1.4842939377, output_fired_time: 1.3595917225, propagate_forward_time: 47.8577880859, propagate_backward_time: 73.7751312256, weight_update_time: 0.1482015699, other_time: 3.0733871460
epoch time: 10.4681148529s, input_fired_time: 0.1932946146, output_fired_time: 0.0000000000, propagate_forward_time: 9.7055377960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5692825317
validation[          , genome  6889] predictions:    9689/  10000 (96.89%), best:    9705/10000 (97.05%), error:      1035.52661, best error:       936.82800 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 128.5468597412s, input_fired_time: 1.5160814524, output_fired_time: 1.3586992025, propagate_forward_time: 48.1733055115, propagate_backward_time: 74.3311920166, weight_update_time: 0.1521010548, other_time: 3.1675872803
epoch time: 10.2749280930s, input_fired_time: 0.1890505254, output_fired_time: 0.0000000000, propagate_forward_time: 9.5438337326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5420436859
validation[          , genome  6889] predictions:    9704/  10000 (97.04%), best:    9705/10000 (97.05%), error:       966.70923, best error:       936.82800 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 128.2082824707s, input_fired_time: 1.4876310825, output_fired_time: 1.3581067324, propagate_forward_time: 48.1809768677, propagate_backward_time: 74.0899047852, weight_update_time: 0.1486158371, other_time: 3.0916595459
epoch time: 10.2865896225s, input_fired_time: 0.1892307699, output_fired_time: 0.0000000000, propagate_forward_time: 9.5573263168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5400323868
validation[          , genome  6889] predictions:    9690/  10000 (96.90%), best:    9705/10000 (97.05%), error:       973.33612, best error:       936.82800 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 129.7819519043s, input_fired_time: 1.5404415131, output_fired_time: 1.3554222584, propagate_forward_time: 48.5971412659, propagate_backward_time: 74.9757995605, weight_update_time: 0.1530786902, other_time: 3.3131561279
epoch time: 10.3946075439s, input_fired_time: 0.1969794631, output_fired_time: 0.0000000000, propagate_forward_time: 9.6377592087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5598688126
validation[          , genome  6889] predictions:    9692/  10000 (96.92%), best:    9705/10000 (97.05%), error:      1022.14661, best error:       936.82800 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 128.9295501709s, input_fired_time: 1.5481301546, output_fired_time: 1.3774375916, propagate_forward_time: 48.4291648865, propagate_backward_time: 74.3517456055, weight_update_time: 0.1566126645, other_time: 3.2230682373
epoch time: 10.2362680435s, input_fired_time: 0.1887451559, output_fired_time: 0.0000000000, propagate_forward_time: 9.4855928421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5619297028
validation[          , genome  6889] predictions:    9666/  10000 (96.66%), best:    9705/10000 (97.05%), error:      1064.18347, best error:       936.82800 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 129.3408508301s, input_fired_time: 1.5489708185, output_fired_time: 1.3699381351, propagate_forward_time: 48.4360389709, propagate_backward_time: 74.6833724976, weight_update_time: 0.1537888199, other_time: 3.3025283813
epoch time: 10.4005832672s, input_fired_time: 0.2001285106, output_fired_time: 0.0000000000, propagate_forward_time: 9.6298341751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5706205368
validation[          , genome  6889] predictions:    9598/  10000 (95.98%), best:    9705/10000 (97.05%), error:      1282.44324, best error:       936.82800 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 129.0135650635s, input_fired_time: 1.5351458788, output_fired_time: 1.3745505810, propagate_forward_time: 48.3491897583, propagate_backward_time: 74.4700241089, weight_update_time: 0.1524428874, other_time: 3.2846527100
epoch time: 10.8798923492s, input_fired_time: 0.2065353692, output_fired_time: 0.0000000000, propagate_forward_time: 10.1112022400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5621547699
validation[          , genome  6889] predictions:    9665/  10000 (96.65%), best:    9705/10000 (97.05%), error:      1019.63452, best error:       936.82800 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 129.9091644287s, input_fired_time: 1.5453864336, output_fired_time: 1.3804992437, propagate_forward_time: 48.6977195740, propagate_backward_time: 74.9752502441, weight_update_time: 0.1517627388, other_time: 3.3103179932
epoch time: 10.3069171906s, input_fired_time: 0.1944354326, output_fired_time: 0.0000000000, propagate_forward_time: 9.5311222076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5813598633
validation[          , genome  6889] predictions:    9616/  10000 (96.16%), best:    9705/10000 (97.05%), error:      1188.41553, best error:       936.82800 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 128.5962371826s, input_fired_time: 1.5266568661, output_fired_time: 1.3695354462, propagate_forward_time: 48.3102798462, propagate_backward_time: 74.2158203125, weight_update_time: 0.1518128663, other_time: 3.1739425659
epoch time: 10.5063390732s, input_fired_time: 0.1975299418, output_fired_time: 0.0000000000, propagate_forward_time: 9.7163515091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5924577713
validation[          , genome  6889] predictions:    9688/  10000 (96.88%), best:    9705/10000 (97.05%), error:      1038.27600, best error:       936.82800 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 127.2957534790s, input_fired_time: 1.5125091076, output_fired_time: 1.3507618904, propagate_forward_time: 47.7075729370, propagate_backward_time: 73.5890655518, weight_update_time: 0.1505330950, other_time: 3.1358413696
epoch time: 10.2897567749s, input_fired_time: 0.1908335388, output_fired_time: 0.0000000000, propagate_forward_time: 9.5449209213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5540027618
validation[          , genome  6889] predictions:    9683/  10000 (96.83%), best:    9705/10000 (97.05%), error:      1084.28870, best error:       936.82800 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 127.8177413940s, input_fired_time: 1.5400006771, output_fired_time: 1.3405954838, propagate_forward_time: 47.9181175232, propagate_backward_time: 73.7897720337, weight_update_time: 0.1527855843, other_time: 3.2292556763
epoch time: 10.3770847321s, input_fired_time: 0.1956564337, output_fired_time: 0.0000000000, propagate_forward_time: 9.6176834106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5637445450
validation[          , genome  6889] predictions:    9675/  10000 (96.75%), best:    9705/10000 (97.05%), error:      1056.64282, best error:       936.82800 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 129.5468597412s, input_fired_time: 1.5508825779, output_fired_time: 1.3784878254, propagate_forward_time: 48.5942153931, propagate_backward_time: 74.8256072998, weight_update_time: 0.1618856639, other_time: 3.1976699829
epoch time: 10.4175987244s, input_fired_time: 0.2048337460, output_fired_time: 0.0000000000, propagate_forward_time: 9.6499366760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5628280640
validation[          , genome  6889] predictions:    9706/  10000 (97.06%), best:    9705/10000 (97.05%), error:       954.56708, best error:       936.82800 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 128.3349456787s, input_fired_time: 1.5317653418, output_fired_time: 1.3465430737, propagate_forward_time: 48.1813926697, propagate_backward_time: 74.0865097046, weight_update_time: 0.1520540714, other_time: 3.1887283325
epoch time: 10.3991718292s, input_fired_time: 0.1997997314, output_fired_time: 0.0000000000, propagate_forward_time: 9.6341638565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5652084351
validation[          , genome  6889] predictions:    9684/  10000 (96.84%), best:    9705/10000 (97.05%), error:      1021.97504, best error:       936.82800 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 127.4124221802s, input_fired_time: 1.4950175285, output_fired_time: 1.3688586950, propagate_forward_time: 47.8684768677, propagate_backward_time: 73.6335220337, weight_update_time: 0.1486696452, other_time: 3.0465469360
epoch time: 10.2992954254s, input_fired_time: 0.1887631267, output_fired_time: 0.0000000000, propagate_forward_time: 9.5681581497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423746109
validation[          , genome  6889] predictions:    9679/  10000 (96.79%), best:    9705/10000 (97.05%), error:       976.78705, best error:       936.82800 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 127.6369247437s, input_fired_time: 1.4973497391, output_fired_time: 1.3411259651, propagate_forward_time: 47.9409751892, propagate_backward_time: 73.7404174805, weight_update_time: 0.1492499709, other_time: 3.1170501709
epoch time: 10.3575630188s, input_fired_time: 0.1964032650, output_fired_time: 0.0000000000, propagate_forward_time: 9.5965299606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5646295547
validation[          , genome  6889] predictions:    9692/  10000 (96.92%), best:    9705/10000 (97.05%), error:       968.11230, best error:       936.82800 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 128.4784698486s, input_fired_time: 1.5346248150, output_fired_time: 1.3734897375, propagate_forward_time: 48.1968688965, propagate_backward_time: 74.1380538940, weight_update_time: 0.1517334133, other_time: 3.2354354858
epoch time: 10.3203315735s, input_fired_time: 0.1892964542, output_fired_time: 0.0000000000, propagate_forward_time: 9.5867033005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5443315506
validation[          , genome  6889] predictions:    9677/  10000 (96.77%), best:    9705/10000 (97.05%), error:      1085.18665, best error:       936.82800 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 128.8957366943s, input_fired_time: 1.5179228783, output_fired_time: 1.3642851114, propagate_forward_time: 48.2927780151, propagate_backward_time: 74.6474075317, weight_update_time: 0.1492306739, other_time: 3.0733413696
epoch time: 10.6499853134s, input_fired_time: 0.2054328024, output_fired_time: 0.0000000000, propagate_forward_time: 9.8532667160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5912857056
validation[          , genome  6889] predictions:    9644/  10000 (96.44%), best:    9705/10000 (97.05%), error:      1128.68384, best error:       936.82800 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 127.9868316650s, input_fired_time: 1.5141541958, output_fired_time: 1.3551827669, propagate_forward_time: 48.0233039856, propagate_backward_time: 73.9824295044, weight_update_time: 0.1552198231, other_time: 3.1117630005
epoch time: 10.4195365906s, input_fired_time: 0.1912198514, output_fired_time: 0.0000000000, propagate_forward_time: 9.6796560287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486602783
validation[          , genome  6889] predictions:    9683/  10000 (96.83%), best:    9705/10000 (97.05%), error:      1000.35779, best error:       936.82800 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 128.5040283203s, input_fired_time: 1.5393599272, output_fired_time: 1.3544285297, propagate_forward_time: 48.1707382202, propagate_backward_time: 74.2423095703, weight_update_time: 0.1514619589, other_time: 3.1971893311
epoch time: 10.3725605011s, input_fired_time: 0.1962341815, output_fired_time: 0.0000000000, propagate_forward_time: 9.5999526978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5763740540
validation[          , genome  6889] predictions:    9712/  10000 (97.12%), best:    9705/10000 (97.05%), error:       940.98108, best error:       936.82800 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 129.6109008789s, input_fired_time: 1.5435991287, output_fired_time: 1.3643288612, propagate_forward_time: 48.5663986206, propagate_backward_time: 74.8142318726, weight_update_time: 0.1601709425, other_time: 3.3223495483
epoch time: 10.2858037949s, input_fired_time: 0.1959227473, output_fired_time: 0.0000000000, propagate_forward_time: 9.5066986084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5831823349
validation[          , genome  6889] predictions:    9692/  10000 (96.92%), best:    9705/10000 (97.05%), error:      1006.69122, best error:       936.82800 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 128.3632049561s, input_fired_time: 1.5385038853, output_fired_time: 1.3530535698, propagate_forward_time: 48.1821556091, propagate_backward_time: 74.1122207642, weight_update_time: 0.1508249789, other_time: 3.1772689819
epoch time: 10.3385562897s, input_fired_time: 0.1941875219, output_fired_time: 0.0000000000, propagate_forward_time: 9.6010923386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432767868
validation[          , genome  6889] predictions:    9697/  10000 (96.97%), best:    9705/10000 (97.05%), error:      1026.15125, best error:       936.82800 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 127.4577865601s, input_fired_time: 1.4999185801, output_fired_time: 1.3452166319, propagate_forward_time: 47.8041572571, propagate_backward_time: 73.7544250488, weight_update_time: 0.1486595124, other_time: 3.0540771484
epoch time: 10.4795017242s, input_fired_time: 0.1962667704, output_fired_time: 0.0000000000, propagate_forward_time: 9.6822967529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6009378433
validation[          , genome  6889] predictions:    9695/  10000 (96.95%), best:    9705/10000 (97.05%), error:      1013.56580, best error:       936.82800 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 127.7019500732s, input_fired_time: 1.5199345350, output_fired_time: 1.3670039177, propagate_forward_time: 47.8295135498, propagate_backward_time: 73.8344497681, weight_update_time: 0.1502200067, other_time: 3.1510467529
epoch time: 10.2922840118s, input_fired_time: 0.1900837868, output_fired_time: 0.0000000000, propagate_forward_time: 9.5598850250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423154831
validation[          , genome  6889] predictions:    9636/  10000 (96.36%), best:    9705/10000 (97.05%), error:      1135.89136, best error:       936.82800 on epoch:    56, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 127.7299880981s, input_fired_time: 1.5079816580, output_fired_time: 1.3476281166, propagate_forward_time: 47.8948173523, propagate_backward_time: 73.8394622803, weight_update_time: 0.1529000700, other_time: 3.1401062012
epoch time: 10.3686380386s, input_fired_time: 0.1959315389, output_fired_time: 0.0000000000, propagate_forward_time: 9.6218528748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5508537292
validation[          , genome  6889] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       921.22021, best error:       921.22021 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 129.7135925293s, input_fired_time: 1.5415455103, output_fired_time: 1.3507111073, propagate_forward_time: 48.7361984253, propagate_backward_time: 74.7901229858, weight_update_time: 0.1566394866, other_time: 3.2950134277
epoch time: 10.5009479523s, input_fired_time: 0.1964217126, output_fired_time: 0.0000000000, propagate_forward_time: 9.7388553619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5656709671
validation[          , genome  6889] predictions:    9692/  10000 (96.92%), best:    9724/10000 (97.24%), error:       982.24066, best error:       921.22021 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 127.4397201538s, input_fired_time: 1.5146529675, output_fired_time: 1.3395382166, propagate_forward_time: 47.8872756958, propagate_backward_time: 73.5752029419, weight_update_time: 0.1493955553, other_time: 3.1230468750
epoch time: 10.2828855515s, input_fired_time: 0.1934940368, output_fired_time: 0.0000000000, propagate_forward_time: 9.5224046707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5669870377
validation[          , genome  6889] predictions:    9685/  10000 (96.85%), best:    9724/10000 (97.24%), error:      1057.20947, best error:       921.22021 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 128.7938385010s, input_fired_time: 1.5428764820, output_fired_time: 1.3560719490, propagate_forward_time: 48.2637290955, propagate_backward_time: 74.3940734863, weight_update_time: 0.1512713730, other_time: 3.2370910645
epoch time: 10.4355840683s, input_fired_time: 0.1955809593, output_fired_time: 0.0000000000, propagate_forward_time: 9.6657714844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5742321014
validation[          , genome  6889] predictions:    9703/  10000 (97.03%), best:    9724/10000 (97.24%), error:       933.18500, best error:       921.22021 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 128.8907012939s, input_fired_time: 1.5568020344, output_fired_time: 1.3632395267, propagate_forward_time: 48.3511047363, propagate_backward_time: 74.3390350342, weight_update_time: 0.1530581266, other_time: 3.2805175781
epoch time: 10.3093862534s, input_fired_time: 0.1935918033, output_fired_time: 0.0000000000, propagate_forward_time: 9.5638751984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5519189835
validation[          , genome  6889] predictions:    9630/  10000 (96.30%), best:    9724/10000 (97.24%), error:      1124.05554, best error:       921.22021 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 127.8125686646s, input_fired_time: 1.5153080225, output_fired_time: 1.3591694832, propagate_forward_time: 48.0574493408, propagate_backward_time: 73.7567749023, weight_update_time: 0.1490826607, other_time: 3.1238708496
epoch time: 10.3051290512s, input_fired_time: 0.1903544962, output_fired_time: 0.0000000000, propagate_forward_time: 9.5654869080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5492877960
validation[          , genome  6889] predictions:    9648/  10000 (96.48%), best:    9724/10000 (97.24%), error:      1108.46667, best error:       921.22021 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 128.2467803955s, input_fired_time: 1.5364416838, output_fired_time: 1.3583245277, propagate_forward_time: 48.1089172363, propagate_backward_time: 74.0464630127, weight_update_time: 0.1517865658, other_time: 3.1966400146
epoch time: 10.4580078125s, input_fired_time: 0.1962212771, output_fired_time: 0.0000000000, propagate_forward_time: 9.6945867538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5671997070
validation[          , genome  6889] predictions:    9701/  10000 (97.01%), best:    9724/10000 (97.24%), error:       993.28412, best error:       921.22021 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 128.3335266113s, input_fired_time: 1.4988578558, output_fired_time: 1.3452422619, propagate_forward_time: 48.1059226990, propagate_backward_time: 74.2348861694, weight_update_time: 0.1487481892, other_time: 3.1486129761
epoch time: 10.2887315750s, input_fired_time: 0.1952646524, output_fired_time: 0.0000000000, propagate_forward_time: 9.5375986099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5558681488
validation[          , genome  6889] predictions:    9691/  10000 (96.91%), best:    9724/10000 (97.24%), error:      1012.07056, best error:       921.22021 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 127.9138793945s, input_fired_time: 1.5297212601, output_fired_time: 1.3461589813, propagate_forward_time: 47.9742355347, propagate_backward_time: 73.8950805664, weight_update_time: 0.1501570791, other_time: 3.1686782837
epoch time: 10.4727697372s, input_fired_time: 0.2033605278, output_fired_time: 0.0000000000, propagate_forward_time: 9.6997308731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5696783066
validation[          , genome  6889] predictions:    9696/  10000 (96.96%), best:    9724/10000 (97.24%), error:       984.51733, best error:       921.22021 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 128.8824005127s, input_fired_time: 1.5290669203, output_fired_time: 1.3789857626, propagate_forward_time: 48.2707176208, propagate_backward_time: 74.5197219849, weight_update_time: 0.1531182826, other_time: 3.1839065552
epoch time: 10.3845853806s, input_fired_time: 0.1925102472, output_fired_time: 0.0000000000, propagate_forward_time: 9.6442623138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5478124619
validation[          , genome  6889] predictions:    9699/  10000 (96.99%), best:    9724/10000 (97.24%), error:       962.95441, best error:       921.22021 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 129.3556518555s, input_fired_time: 1.5465271473, output_fired_time: 1.3653265238, propagate_forward_time: 48.4308280945, propagate_backward_time: 74.7377624512, weight_update_time: 0.1533432603, other_time: 3.2752075195
epoch time: 10.3734006882s, input_fired_time: 0.1931505352, output_fired_time: 0.0000000000, propagate_forward_time: 9.6404695511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397806168
validation[          , genome  6889] predictions:    9672/  10000 (96.72%), best:    9724/10000 (97.24%), error:      1011.17236, best error:       921.22021 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 128.7338867188s, input_fired_time: 1.5465285778, output_fired_time: 1.3685983419, propagate_forward_time: 48.2426795959, propagate_backward_time: 74.3201217651, weight_update_time: 0.1586496234, other_time: 3.2559585571
epoch time: 10.3721294403s, input_fired_time: 0.1930154413, output_fired_time: 0.0000000000, propagate_forward_time: 9.6145601273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5645542145
validation[          , genome  6889] predictions:    9696/  10000 (96.96%), best:    9724/10000 (97.24%), error:       988.51508, best error:       921.22021 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 128.6801910400s, input_fired_time: 1.5321867466, output_fired_time: 1.3629869223, propagate_forward_time: 48.1908454895, propagate_backward_time: 74.4117507935, weight_update_time: 0.1529693604, other_time: 3.1824264526
epoch time: 10.3926448822s, input_fired_time: 0.1940132231, output_fired_time: 0.0000000000, propagate_forward_time: 9.6534385681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5451927185
validation[          , genome  6889] predictions:    9672/  10000 (96.72%), best:    9724/10000 (97.24%), error:      1006.96948, best error:       921.22021 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 127.7229690552s, input_fired_time: 1.5278325081, output_fired_time: 1.3494131565, propagate_forward_time: 47.8562774658, propagate_backward_time: 73.8638000488, weight_update_time: 0.1506993324, other_time: 3.1256484985
epoch time: 10.5184326172s, input_fired_time: 0.1988812238, output_fired_time: 0.0000000000, propagate_forward_time: 9.7401533127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5793981552
validation[          , genome  6889] predictions:    9665/  10000 (96.65%), best:    9724/10000 (97.24%), error:      1042.03040, best error:       921.22021 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 129.4239654541s, input_fired_time: 1.5597062111, output_fired_time: 1.3825589418, propagate_forward_time: 48.4455070496, propagate_backward_time: 74.8377685547, weight_update_time: 0.1503921747, other_time: 3.1984252930
epoch time: 10.3205318451s, input_fired_time: 0.1933996528, output_fired_time: 0.0000000000, propagate_forward_time: 9.5827703476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5443620682
validation[          , genome  6889] predictions:    9693/  10000 (96.93%), best:    9724/10000 (97.24%), error:       973.78290, best error:       921.22021 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 128.0074768066s, input_fired_time: 1.5425620079, output_fired_time: 1.3501352072, propagate_forward_time: 47.9997940063, propagate_backward_time: 73.9315719604, weight_update_time: 0.1508384943, other_time: 3.1834106445
epoch time: 10.3236169815s, input_fired_time: 0.1965533346, output_fired_time: 0.0000000000, propagate_forward_time: 9.5788202286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5482435226
validation[          , genome  6889] predictions:    9687/  10000 (96.87%), best:    9724/10000 (97.24%), error:       979.52209, best error:       921.22021 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 127.7466964722s, input_fired_time: 1.5320702791, output_fired_time: 1.3529905081, propagate_forward_time: 47.9085540771, propagate_backward_time: 73.7876815796, weight_update_time: 0.1501325667, other_time: 3.1653976440
epoch time: 10.2835607529s, input_fired_time: 0.1923136562, output_fired_time: 0.0000000000, propagate_forward_time: 9.5515594482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396881104
validation[          , genome  6889] predictions:    9679/  10000 (96.79%), best:    9724/10000 (97.24%), error:      1051.94373, best error:       921.22021 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 129.2210845947s, input_fired_time: 1.5609021187, output_fired_time: 1.3792160749, propagate_forward_time: 48.5430946350, propagate_backward_time: 74.4681320190, weight_update_time: 0.1671990752, other_time: 3.2697372437
epoch time: 10.3807725906s, input_fired_time: 0.1961890608, output_fired_time: 0.0000000000, propagate_forward_time: 9.6318693161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5527143478
validation[          , genome  6889] predictions:    9696/  10000 (96.96%), best:    9724/10000 (97.24%), error:       958.79474, best error:       921.22021 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 128.1786346436s, input_fired_time: 1.5276689529, output_fired_time: 1.3659864664, propagate_forward_time: 48.1073875427, propagate_backward_time: 74.0420532227, weight_update_time: 0.1597436517, other_time: 3.1355285645
epoch time: 10.3099956512s, input_fired_time: 0.1947897524, output_fired_time: 0.0000000000, propagate_forward_time: 9.5623979568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5528078079
validation[          , genome  6889] predictions:    9659/  10000 (96.59%), best:    9724/10000 (97.24%), error:      1086.74817, best error:       921.22021 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 127.3811416626s, input_fired_time: 1.5077049732, output_fired_time: 1.3501912355, propagate_forward_time: 47.8262557983, propagate_backward_time: 73.6372451782, weight_update_time: 0.1494457126, other_time: 3.0597457886
epoch time: 10.4040441513s, input_fired_time: 0.1987616718, output_fired_time: 0.0000000000, propagate_forward_time: 9.6409978867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5642843246
validation[          , genome  6889] predictions:    9701/  10000 (97.01%), best:    9724/10000 (97.24%), error:       979.80212, best error:       921.22021 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 128.6892547607s, input_fired_time: 1.5490235090, output_fired_time: 1.3679505587, propagate_forward_time: 48.2490043640, propagate_backward_time: 74.3544006348, weight_update_time: 0.1496877968, other_time: 3.1688690186
epoch time: 10.5616626740s, input_fired_time: 0.2040775269, output_fired_time: 0.0000000000, propagate_forward_time: 9.7836198807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5739650726
validation[          , genome  6889] predictions:    9710/  10000 (97.10%), best:    9724/10000 (97.24%), error:       975.63489, best error:       921.22021 on epoch:    80, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 51.6582412720s, input_fired_time: 0.9666167498, output_fired_time: 0.0000000000, propagate_forward_time: 47.8608207703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8308029175
best training[          , genome  6889] predictions:   49392/  50000 (98.78%), best:    9724/10000 (97.24%), error:      2265.81470, best error:       921.22021 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 10.3398723602s, input_fired_time: 0.1930111349, output_fired_time: 0.0000000000, propagate_forward_time: 9.6009836197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5458774567
   testing[          , genome  6889] predictions:    9757/  10000 (97.57%), best:    9724/10000 (97.24%), error:       807.66266, best error:       921.22021 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:03:33 (2140): called boinc_finish(0)

</stderr_txt>
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