Nameexact_genome_1512568488_41_1642_0
Workunit2579514
Created6 Dec 2017, 20:17:21 UTC
Sent6 Dec 2017, 20:19:29 UTC
Report deadline10 Dec 2017, 15:51:45 UTC
Received6 Dec 2017, 22:31:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time2 hours 11 min 52 sec
CPU time2 hours 2 min 10 sec
Validate stateValid
Credit953.52
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.81 MB
Peak swap size152.09 MB
Peak disk usage1.41 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0983622149, output_fired_time: 0.0000000000, propagate_forward_time: 5.1192235947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4578180313
validation[          , genome  1642] predictions:    9479/  10000 (94.79%), best:    9479/10000 (94.79%), error:      1805.47021, best error:      1805.47021 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 62.9005775452s, input_fired_time: 0.7185182571, output_fired_time: 0.6985398531, propagate_forward_time: 23.0025844574, propagate_backward_time: 36.1130218506, weight_update_time: 0.1237909272, other_time: 2.3679122925
epoch time: 5.5066075325s, input_fired_time: 0.0949659273, output_fired_time: 0.0000000000, propagate_forward_time: 4.9675216675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4441199303
validation[          , genome  1642] predictions:    9460/  10000 (94.60%), best:    9479/10000 (94.79%), error:      1858.97278, best error:      1805.47021 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 66.1687088013s, input_fired_time: 0.7529504895, output_fired_time: 0.7345438004, propagate_forward_time: 24.0885581970, propagate_backward_time: 38.1023712158, weight_update_time: 0.1283305436, other_time: 2.4902839661
epoch time: 5.7080359459s, input_fired_time: 0.1006891951, output_fired_time: 0.0000000000, propagate_forward_time: 5.1281881332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4791584015
validation[          , genome  1642] predictions:    9495/  10000 (94.95%), best:    9495/10000 (94.95%), error:      1761.49524, best error:      1761.49524 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 69.4450531006s, input_fired_time: 0.7789285183, output_fired_time: 0.7695116401, propagate_forward_time: 25.3968963623, propagate_backward_time: 39.9399147034, weight_update_time: 0.1353724450, other_time: 2.5598030090
epoch time: 5.5397639275s, input_fired_time: 0.0971045643, output_fired_time: 0.0000000000, propagate_forward_time: 4.9773740768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652853012
validation[          , genome  1642] predictions:    9501/  10000 (95.01%), best:    9495/10000 (94.95%), error:      1764.14929, best error:      1761.49524 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 68.8023681641s, input_fired_time: 0.7750900984, output_fired_time: 0.7669743896, propagate_forward_time: 25.1495952606, propagate_backward_time: 39.5796203613, weight_update_time: 0.1335702538, other_time: 2.5310821533
epoch time: 5.4715290070s, input_fired_time: 0.0992151424, output_fired_time: 0.0000000000, propagate_forward_time: 4.9148488045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574651718
validation[          , genome  1642] predictions:    9466/  10000 (94.66%), best:    9495/10000 (94.95%), error:      1865.31897, best error:      1761.49524 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 62.4771919250s, input_fired_time: 0.7272832990, output_fired_time: 0.6943687201, propagate_forward_time: 22.7860813141, propagate_backward_time: 35.9005126953, weight_update_time: 0.1243341640, other_time: 2.3689422607
epoch time: 5.3528437614s, input_fired_time: 0.0955656171, output_fired_time: 0.0000000000, propagate_forward_time: 4.8045473099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4527306557
validation[          , genome  1642] predictions:    9462/  10000 (94.62%), best:    9495/10000 (94.95%), error:      1821.30151, best error:      1761.49524 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 66.9973297119s, input_fired_time: 0.7574570775, output_fired_time: 0.7439839840, propagate_forward_time: 24.5000190735, propagate_backward_time: 38.5117912292, weight_update_time: 0.1300422102, other_time: 2.4840850830
epoch time: 4.9291648865s, input_fired_time: 0.0895774364, output_fired_time: 0.0000000000, propagate_forward_time: 4.4169096947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226775169
validation[          , genome  1642] predictions:    9483/  10000 (94.83%), best:    9495/10000 (94.95%), error:      1784.06140, best error:      1761.49524 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 61.6226348877s, input_fired_time: 0.7145082951, output_fired_time: 0.6842574477, propagate_forward_time: 22.4284591675, propagate_backward_time: 35.4395332336, weight_update_time: 0.1218367219, other_time: 2.3558769226
epoch time: 4.9567513466s, input_fired_time: 0.0891260430, output_fired_time: 0.0000000000, propagate_forward_time: 4.4349031448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327220917
validation[          , genome  1642] predictions:    9487/  10000 (94.87%), best:    9495/10000 (94.95%), error:      1792.99548, best error:      1761.49524 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 67.5166397095s, input_fired_time: 0.7606862783, output_fired_time: 0.7463895679, propagate_forward_time: 24.6629276276, propagate_backward_time: 38.8498725891, weight_update_time: 0.1314133853, other_time: 2.4967613220
epoch time: 5.6035304070s, input_fired_time: 0.0983359665, output_fired_time: 0.0000000000, propagate_forward_time: 5.0412111282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639835358
validation[          , genome  1642] predictions:    9487/  10000 (94.87%), best:    9495/10000 (94.95%), error:      1771.48865, best error:      1761.49524 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 68.4838104248s, input_fired_time: 0.7698277831, output_fired_time: 0.7607753277, propagate_forward_time: 25.0586090088, propagate_backward_time: 39.3774261475, weight_update_time: 0.1317067444, other_time: 2.5171737671
epoch time: 5.2072782516s, input_fired_time: 0.0932818055, output_fired_time: 0.0000000000, propagate_forward_time: 4.6795024872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4344940186
validation[          , genome  1642] predictions:    9499/  10000 (94.99%), best:    9499/10000 (94.99%), error:      1706.50220, best error:      1706.50220 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 68.2318115234s, input_fired_time: 0.7717010379, output_fired_time: 0.7513586283, propagate_forward_time: 24.9553909302, propagate_backward_time: 39.2295188904, weight_update_time: 0.1370680630, other_time: 2.5238456726
epoch time: 5.1974825859s, input_fired_time: 0.0934723243, output_fired_time: 0.0000000000, propagate_forward_time: 4.6657800674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382300377
validation[          , genome  1642] predictions:    9504/  10000 (95.04%), best:    9499/10000 (94.99%), error:      1760.23572, best error:      1706.50220 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 68.1450881958s, input_fired_time: 0.7617473006, output_fired_time: 0.7600170374, propagate_forward_time: 24.8788108826, propagate_backward_time: 39.2127761841, weight_update_time: 0.1329751015, other_time: 2.5317344666
epoch time: 5.4675278664s, input_fired_time: 0.0970320031, output_fired_time: 0.0000000000, propagate_forward_time: 4.9175844193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529113770
validation[          , genome  1642] predictions:    9513/  10000 (95.13%), best:    9499/10000 (94.99%), error:      1718.29077, best error:      1706.50220 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 68.3796539307s, input_fired_time: 0.7717369795, output_fired_time: 0.7579717040, propagate_forward_time: 25.0969772339, propagate_backward_time: 39.2268829346, weight_update_time: 0.1333349198, other_time: 2.5260848999
epoch time: 5.3955545425s, input_fired_time: 0.0962671638, output_fired_time: 0.0000000000, propagate_forward_time: 4.8453435898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539437294
validation[          , genome  1642] predictions:    9478/  10000 (94.78%), best:    9499/10000 (94.99%), error:      1853.02039, best error:      1706.50220 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 67.9624710083s, input_fired_time: 0.7645006180, output_fired_time: 0.7556911707, propagate_forward_time: 24.8254432678, propagate_backward_time: 39.1240348816, weight_update_time: 0.1338637769, other_time: 2.4927978516
epoch time: 5.6914091110s, input_fired_time: 0.1010885015, output_fired_time: 0.0000000000, propagate_forward_time: 5.1191253662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711952209
validation[          , genome  1642] predictions:    9478/  10000 (94.78%), best:    9499/10000 (94.99%), error:      1843.26880, best error:      1706.50220 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 66.9771347046s, input_fired_time: 0.7555274963, output_fired_time: 0.7360395193, propagate_forward_time: 24.5210304260, propagate_backward_time: 38.4793624878, weight_update_time: 0.1330462992, other_time: 2.4851722717
epoch time: 5.5002698898s, input_fired_time: 0.0960098878, output_fired_time: 0.0000000000, propagate_forward_time: 4.9495911598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4546689987
validation[          , genome  1642] predictions:    9518/  10000 (95.18%), best:    9518/10000 (95.18%), error:      1674.94519, best error:      1674.94519 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 68.9505310059s, input_fired_time: 0.7794368267, output_fired_time: 0.7633334398, propagate_forward_time: 25.2703227997, propagate_backward_time: 39.6013946533, weight_update_time: 0.1332203895, other_time: 2.5360412598
epoch time: 5.5840692520s, input_fired_time: 0.0971659943, output_fired_time: 0.0000000000, propagate_forward_time: 5.0289826393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4579205513
validation[          , genome  1642] predictions:    9500/  10000 (95.00%), best:    9518/10000 (95.18%), error:      1717.88928, best error:      1674.94519 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 67.0335845947s, input_fired_time: 0.7606832385, output_fired_time: 0.7402738333, propagate_forward_time: 24.5074653625, propagate_backward_time: 38.5532569885, weight_update_time: 0.1311635822, other_time: 2.4719085693
epoch time: 5.5368375778s, input_fired_time: 0.0987994000, output_fired_time: 0.0000000000, propagate_forward_time: 4.9722809792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657573700
validation[          , genome  1642] predictions:    9488/  10000 (94.88%), best:    9518/10000 (95.18%), error:      1742.01440, best error:      1674.94519 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 66.9655075073s, input_fired_time: 0.7545275092, output_fired_time: 0.7417823672, propagate_forward_time: 24.4239521027, propagate_backward_time: 38.5516433716, weight_update_time: 0.1304784864, other_time: 2.4936065674
epoch time: 5.3688554764s, input_fired_time: 0.0964862183, output_fired_time: 0.0000000000, propagate_forward_time: 4.8242835999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480857849
validation[          , genome  1642] predictions:    9504/  10000 (95.04%), best:    9518/10000 (95.18%), error:      1724.81970, best error:      1674.94519 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 66.4089431763s, input_fired_time: 0.7528635859, output_fired_time: 0.7328423858, propagate_forward_time: 24.2059326172, propagate_backward_time: 38.2399787903, weight_update_time: 0.1304023713, other_time: 2.4773292542
epoch time: 5.6020689011s, input_fired_time: 0.0994315296, output_fired_time: 0.0000000000, propagate_forward_time: 5.0386929512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639444351
validation[          , genome  1642] predictions:    9494/  10000 (94.94%), best:    9518/10000 (95.18%), error:      1766.27014, best error:      1674.94519 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 60.6935653687s, input_fired_time: 0.7044513226, output_fired_time: 0.6717311740, propagate_forward_time: 22.1279830933, propagate_backward_time: 34.8632545471, weight_update_time: 0.1212374121, other_time: 2.3261451721
epoch time: 4.6669182777s, input_fired_time: 0.0855102390, output_fired_time: 0.0000000000, propagate_forward_time: 4.1771078110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043002129
validation[          , genome  1642] predictions:    9501/  10000 (95.01%), best:    9518/10000 (95.18%), error:      1689.65894, best error:      1674.94519 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 64.9867324829s, input_fired_time: 0.7395417094, output_fired_time: 0.7187378407, propagate_forward_time: 23.8241310120, propagate_backward_time: 37.2711791992, weight_update_time: 0.1263721883, other_time: 2.4331436157
epoch time: 5.0139093399s, input_fired_time: 0.0901717395, output_fired_time: 0.0000000000, propagate_forward_time: 4.4933381081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303994179
validation[          , genome  1642] predictions:    9436/  10000 (94.36%), best:    9518/10000 (95.18%), error:      1908.63354, best error:      1674.94519 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 64.6980667114s, input_fired_time: 0.7398262024, output_fired_time: 0.7160565853, propagate_forward_time: 23.6276626587, propagate_backward_time: 37.1855506897, weight_update_time: 0.1263583452, other_time: 2.4289703369
epoch time: 5.6933631897s, input_fired_time: 0.0991720185, output_fired_time: 0.0000000000, propagate_forward_time: 5.1301765442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4640145302
validation[          , genome  1642] predictions:    9500/  10000 (95.00%), best:    9500/10000 (95.00%), error:      1673.51599, best error:      1673.51599 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 67.6991271973s, input_fired_time: 0.7606152296, output_fired_time: 0.7535907626, propagate_forward_time: 24.7192344666, propagate_backward_time: 38.9828605652, weight_update_time: 0.1304197460, other_time: 2.4828262329
epoch time: 5.6222820282s, input_fired_time: 0.1004060507, output_fired_time: 0.0000000000, propagate_forward_time: 5.0622563362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4596195221
validation[          , genome  1642] predictions:    9513/  10000 (95.13%), best:    9500/10000 (95.00%), error:      1695.96313, best error:      1673.51599 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 67.0738830566s, input_fired_time: 0.7613729239, output_fired_time: 0.7442190647, propagate_forward_time: 24.5108489990, propagate_backward_time: 38.5792045593, weight_update_time: 0.1306845844, other_time: 2.4782371521
epoch time: 5.4364457130s, input_fired_time: 0.0948577598, output_fired_time: 0.0000000000, propagate_forward_time: 4.8960366249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455513954
validation[          , genome  1642] predictions:    9531/  10000 (95.31%), best:    9531/10000 (95.31%), error:      1660.69824, best error:      1660.69824 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 65.3394165039s, input_fired_time: 0.7449831963, output_fired_time: 0.7285004854, propagate_forward_time: 23.8450603485, propagate_backward_time: 37.5803718567, weight_update_time: 0.1270937324, other_time: 2.4405021667
epoch time: 5.2101473808s, input_fired_time: 0.0936717764, output_fired_time: 0.0000000000, propagate_forward_time: 4.6800985336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363770485
validation[          , genome  1642] predictions:    9528/  10000 (95.28%), best:    9528/10000 (95.28%), error:      1644.47534, best error:      1644.47534 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 65.1789245605s, input_fired_time: 0.7497202754, output_fired_time: 0.7241029143, propagate_forward_time: 23.8719768524, propagate_backward_time: 37.3975143433, weight_update_time: 0.1270559579, other_time: 2.4356155396
epoch time: 5.6375184059s, input_fired_time: 0.0987347960, output_fired_time: 0.0000000000, propagate_forward_time: 5.0734395981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653439522
validation[          , genome  1642] predictions:    9516/  10000 (95.16%), best:    9516/10000 (95.16%), error:      1642.86328, best error:      1642.86328 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 67.4834289551s, input_fired_time: 0.7624922395, output_fired_time: 0.7458982468, propagate_forward_time: 24.6613445282, propagate_backward_time: 38.8348426819, weight_update_time: 0.1310242712, other_time: 2.4788551331
epoch time: 5.7199087143s, input_fired_time: 0.1017936915, output_fired_time: 0.0000000000, propagate_forward_time: 5.1391086578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790062904
validation[          , genome  1642] predictions:    9471/  10000 (94.71%), best:    9516/10000 (95.16%), error:      1768.43713, best error:      1642.86328 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 66.0914382935s, input_fired_time: 0.7546686530, output_fired_time: 0.7320066094, propagate_forward_time: 24.1266765594, propagate_backward_time: 38.0246582031, weight_update_time: 0.1305291802, other_time: 2.4534225464
epoch time: 5.6643147469s, input_fired_time: 0.1005396172, output_fired_time: 0.0000000000, propagate_forward_time: 5.1042308807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595441818
validation[          , genome  1642] predictions:    9484/  10000 (94.84%), best:    9516/10000 (95.16%), error:      1710.85815, best error:      1642.86328 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 67.2436447144s, input_fired_time: 0.7630168200, output_fired_time: 0.7425686717, propagate_forward_time: 24.5964107513, propagate_backward_time: 38.6624984741, weight_update_time: 0.1312339902, other_time: 2.4791488647
epoch time: 5.4007811546s, input_fired_time: 0.0953679085, output_fired_time: 0.0000000000, propagate_forward_time: 4.8651375771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402756691
validation[          , genome  1642] predictions:    9513/  10000 (95.13%), best:    9516/10000 (95.16%), error:      1651.26587, best error:      1642.86328 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 65.2782592773s, input_fired_time: 0.7394758463, output_fired_time: 0.7235591412, propagate_forward_time: 23.7722339630, propagate_backward_time: 37.6272125244, weight_update_time: 0.1279368848, other_time: 2.4157714844
epoch time: 5.5003213882s, input_fired_time: 0.0977086723, output_fired_time: 0.0000000000, propagate_forward_time: 4.9473862648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4552264214
validation[          , genome  1642] predictions:    9519/  10000 (95.19%), best:    9516/10000 (95.16%), error:      1651.82178, best error:      1642.86328 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 67.0116348267s, input_fired_time: 0.7598974705, output_fired_time: 0.7395807505, propagate_forward_time: 24.4837875366, propagate_backward_time: 38.5535049438, weight_update_time: 0.1310079098, other_time: 2.4748687744
epoch time: 5.3235855103s, input_fired_time: 0.0969278365, output_fired_time: 0.0000000000, propagate_forward_time: 4.7847084999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4419493675
validation[          , genome  1642] predictions:    9478/  10000 (94.78%), best:    9516/10000 (95.16%), error:      1822.30017, best error:      1642.86328 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 66.3466567993s, input_fired_time: 0.7572984099, output_fired_time: 0.7353569269, propagate_forward_time: 24.2754993439, propagate_backward_time: 38.1171264648, weight_update_time: 0.1285583824, other_time: 2.4613723755
epoch time: 5.6944656372s, input_fired_time: 0.1009491235, output_fired_time: 0.0000000000, propagate_forward_time: 5.1266674995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4668488503
validation[          , genome  1642] predictions:    9499/  10000 (94.99%), best:    9516/10000 (95.16%), error:      1730.18982, best error:      1642.86328 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 66.7842178345s, input_fired_time: 0.7563362718, output_fired_time: 0.7380523086, propagate_forward_time: 24.4482631683, propagate_backward_time: 38.3441696167, weight_update_time: 0.1315812469, other_time: 2.4973907471
epoch time: 5.5849947929s, input_fired_time: 0.1005369872, output_fired_time: 0.0000000000, propagate_forward_time: 5.0233755112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610824585
validation[          , genome  1642] predictions:    9540/  10000 (95.40%), best:    9540/10000 (95.40%), error:      1625.52417, best error:      1625.52417 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 61.4444541931s, input_fired_time: 0.7149717212, output_fired_time: 0.6822561622, propagate_forward_time: 22.4612312317, propagate_backward_time: 35.2577171326, weight_update_time: 0.1209507063, other_time: 2.3282775879
epoch time: 5.7656421661s, input_fired_time: 0.1017558500, output_fired_time: 0.0000000000, propagate_forward_time: 5.1915440559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4723424911
validation[          , genome  1642] predictions:    9506/  10000 (95.06%), best:    9540/10000 (95.40%), error:      1683.29944, best error:      1625.52417 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 67.3026885986s, input_fired_time: 0.7634969950, output_fired_time: 0.7456032038, propagate_forward_time: 24.5361137390, propagate_backward_time: 38.7756729126, weight_update_time: 0.1319449842, other_time: 2.4818000793
epoch time: 5.3440165520s, input_fired_time: 0.0953051671, output_fired_time: 0.0000000000, propagate_forward_time: 4.8093967438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393148422
validation[          , genome  1642] predictions:    9526/  10000 (95.26%), best:    9540/10000 (95.40%), error:      1648.83374, best error:      1625.52417 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 68.2070159912s, input_fired_time: 0.7752538919, output_fired_time: 0.7591289282, propagate_forward_time: 24.8378639221, propagate_backward_time: 39.3191108704, weight_update_time: 0.1333148479, other_time: 2.5156555176
epoch time: 5.8253917694s, input_fired_time: 0.1023590863, output_fired_time: 0.0000000000, propagate_forward_time: 5.2470998764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4759325981
validation[          , genome  1642] predictions:    9444/  10000 (94.44%), best:    9540/10000 (95.40%), error:      1877.98669, best error:      1625.52417 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 68.0910644531s, input_fired_time: 0.7723551393, output_fired_time: 0.7525535822, propagate_forward_time: 24.7886238098, propagate_backward_time: 39.2727012634, weight_update_time: 0.1328722537, other_time: 2.5048294067
epoch time: 5.4193110466s, input_fired_time: 0.0973845646, output_fired_time: 0.0000000000, propagate_forward_time: 4.8712244034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4507021904
validation[          , genome  1642] predictions:    9500/  10000 (95.00%), best:    9540/10000 (95.40%), error:      1699.13403, best error:      1625.52417 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 64.7016906738s, input_fired_time: 0.7465929389, output_fired_time: 0.7199876308, propagate_forward_time: 23.6717109680, propagate_backward_time: 37.1444015503, weight_update_time: 0.1267861575, other_time: 2.4189987183
epoch time: 5.5831236839s, input_fired_time: 0.1007002965, output_fired_time: 0.0000000000, propagate_forward_time: 5.0220227242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604005814
validation[          , genome  1642] predictions:    9540/  10000 (95.40%), best:    9540/10000 (95.40%), error:      1613.61401, best error:      1613.61401 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 67.8183822632s, input_fired_time: 0.7685797215, output_fired_time: 0.7467379570, propagate_forward_time: 24.8119792938, propagate_backward_time: 39.0036354065, weight_update_time: 0.1307719797, other_time: 2.4874534607
epoch time: 5.8614487648s, input_fired_time: 0.1034546569, output_fired_time: 0.0000000000, propagate_forward_time: 5.2850737572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4729204178
validation[          , genome  1642] predictions:    9531/  10000 (95.31%), best:    9540/10000 (95.40%), error:      1653.61243, best error:      1613.61401 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 66.8490295410s, input_fired_time: 0.7675387263, output_fired_time: 0.7417567372, propagate_forward_time: 24.4309062958, propagate_backward_time: 38.4277038574, weight_update_time: 0.1314111799, other_time: 2.4811172485
epoch time: 5.3070993423s, input_fired_time: 0.0948283374, output_fired_time: 0.0000000000, propagate_forward_time: 4.7742724419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379987717
validation[          , genome  1642] predictions:    9515/  10000 (95.15%), best:    9540/10000 (95.40%), error:      1626.84741, best error:      1613.61401 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 67.4321060181s, input_fired_time: 0.7659205198, output_fired_time: 0.7438789606, propagate_forward_time: 24.6238174438, propagate_backward_time: 38.8004035950, weight_update_time: 0.1314561814, other_time: 2.4980812073
epoch time: 5.7899031639s, input_fired_time: 0.1046094894, output_fired_time: 0.0000000000, propagate_forward_time: 5.2144341469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708595276
validation[          , genome  1642] predictions:    9521/  10000 (95.21%), best:    9521/10000 (95.21%), error:      1598.72583, best error:      1598.72583 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 65.7536163330s, input_fired_time: 0.7480582595, output_fired_time: 0.7278493047, propagate_forward_time: 24.0185337067, propagate_backward_time: 37.8078727722, weight_update_time: 0.1289360076, other_time: 2.4513053894
epoch time: 5.6725840569s, input_fired_time: 0.1024797112, output_fired_time: 0.0000000000, propagate_forward_time: 5.1054453850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646587372
validation[          , genome  1642] predictions:    9528/  10000 (95.28%), best:    9521/10000 (95.21%), error:      1652.81995, best error:      1598.72583 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 67.0554885864s, input_fired_time: 0.7700805664, output_fired_time: 0.7441366911, propagate_forward_time: 24.4164752960, propagate_backward_time: 38.6211509705, weight_update_time: 0.1339683086, other_time: 2.5036506653
epoch time: 5.7390613556s, input_fired_time: 0.1015091985, output_fired_time: 0.0000000000, propagate_forward_time: 5.1793799400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581723213
validation[          , genome  1642] predictions:    9492/  10000 (94.92%), best:    9521/10000 (95.21%), error:      1738.55042, best error:      1598.72583 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 68.1956558228s, input_fired_time: 0.7720687985, output_fired_time: 0.7496998310, propagate_forward_time: 24.9532890320, propagate_backward_time: 39.2203102112, weight_update_time: 0.1309722513, other_time: 2.5002822876
epoch time: 5.2500042915s, input_fired_time: 0.0945777074, output_fired_time: 0.0000000000, propagate_forward_time: 4.7125992775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4428272247
validation[          , genome  1642] predictions:    9492/  10000 (94.92%), best:    9521/10000 (95.21%), error:      1738.34009, best error:      1598.72583 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 67.8378753662s, input_fired_time: 0.7672461867, output_fired_time: 0.7517779469, propagate_forward_time: 24.7993030548, propagate_backward_time: 39.0152320862, weight_update_time: 0.1325602084, other_time: 2.5043220520
epoch time: 5.7209076881s, input_fired_time: 0.1012759358, output_fired_time: 0.0000000000, propagate_forward_time: 5.1488656998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707660675
validation[          , genome  1642] predictions:    9558/  10000 (95.58%), best:    9521/10000 (95.21%), error:      1599.83850, best error:      1598.72583 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 67.7511444092s, input_fired_time: 0.7651370764, output_fired_time: 0.7462702990, propagate_forward_time: 24.8277988434, propagate_backward_time: 38.9336090088, weight_update_time: 0.1317548752, other_time: 2.4783325195
epoch time: 5.6295967102s, input_fired_time: 0.1012411937, output_fired_time: 0.0000000000, propagate_forward_time: 5.0663914680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4619641304
validation[          , genome  1642] predictions:    9515/  10000 (95.15%), best:    9521/10000 (95.21%), error:      1635.42249, best error:      1598.72583 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 68.5446701050s, input_fired_time: 0.7846593261, output_fired_time: 0.7569034100, propagate_forward_time: 25.0678977966, propagate_backward_time: 39.4162101746, weight_update_time: 0.1340182722, other_time: 2.5189971924
epoch time: 5.1952176094s, input_fired_time: 0.0958527401, output_fired_time: 0.0000000000, propagate_forward_time: 4.6676855087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316792488
validation[          , genome  1642] predictions:    9485/  10000 (94.85%), best:    9521/10000 (95.21%), error:      1719.65588, best error:      1598.72583 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 67.9757843018s, input_fired_time: 0.7744436264, output_fired_time: 0.7508157492, propagate_forward_time: 24.8574199677, propagate_backward_time: 39.0698661804, weight_update_time: 0.1322668195, other_time: 2.5232353210
epoch time: 5.7190375328s, input_fired_time: 0.1040048823, output_fired_time: 0.0000000000, propagate_forward_time: 5.1489644051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660682678
validation[          , genome  1642] predictions:    9525/  10000 (95.25%), best:    9521/10000 (95.21%), error:      1634.43604, best error:      1598.72583 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 68.6207122803s, input_fired_time: 0.7799739838, output_fired_time: 0.7596967816, propagate_forward_time: 25.1948852539, propagate_backward_time: 39.3727798462, weight_update_time: 0.1319788843, other_time: 2.5133743286
epoch time: 5.8065986633s, input_fired_time: 0.1023421064, output_fired_time: 0.0000000000, propagate_forward_time: 5.2298836708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4743728638
validation[          , genome  1642] predictions:    9545/  10000 (95.45%), best:    9521/10000 (95.21%), error:      1610.48572, best error:      1598.72583 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 68.6122131348s, input_fired_time: 0.7787510753, output_fired_time: 0.7530312538, propagate_forward_time: 25.0745124817, propagate_backward_time: 39.4812660217, weight_update_time: 0.1340390742, other_time: 2.5246582031
epoch time: 5.8164563179s, input_fired_time: 0.1030188426, output_fired_time: 0.0000000000, propagate_forward_time: 5.2433276176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701099396
validation[          , genome  1642] predictions:    9493/  10000 (94.93%), best:    9521/10000 (95.21%), error:      1737.80786, best error:      1598.72583 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 67.8274765015s, input_fired_time: 0.7693607211, output_fired_time: 0.7522416711, propagate_forward_time: 24.7508182526, propagate_backward_time: 39.0552749634, weight_update_time: 0.1304487139, other_time: 2.4997787476
epoch time: 5.3247623444s, input_fired_time: 0.0952094495, output_fired_time: 0.0000000000, propagate_forward_time: 4.7893686295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401841164
validation[          , genome  1642] predictions:    9548/  10000 (95.48%), best:    9548/10000 (95.48%), error:      1590.51587, best error:      1590.51587 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 68.9385452271s, input_fired_time: 0.7830944657, output_fired_time: 0.7681467533, propagate_forward_time: 25.2796268463, propagate_backward_time: 39.5851058960, weight_update_time: 0.1330263317, other_time: 2.5225677490
epoch time: 5.8022093773s, input_fired_time: 0.1033843458, output_fired_time: 0.0000000000, propagate_forward_time: 5.2295317650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692931175
validation[          , genome  1642] predictions:    9548/  10000 (95.48%), best:    9548/10000 (95.48%), error:      1583.11609, best error:      1583.11609 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 68.0957870483s, input_fired_time: 0.7788240910, output_fired_time: 0.7543394566, propagate_forward_time: 24.8704910278, propagate_backward_time: 39.1784019470, weight_update_time: 0.1325663775, other_time: 2.5137290955
epoch time: 5.2057929039s, input_fired_time: 0.0933636874, output_fired_time: 0.0000000000, propagate_forward_time: 4.6767354012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356937408
validation[          , genome  1642] predictions:    9516/  10000 (95.16%), best:    9548/10000 (95.48%), error:      1667.80835, best error:      1583.11609 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 67.0308914185s, input_fired_time: 0.7644128799, output_fired_time: 0.7372721434, propagate_forward_time: 24.4967536926, propagate_backward_time: 38.5422744751, weight_update_time: 0.1291959584, other_time: 2.4901771545
epoch time: 5.7909379005s, input_fired_time: 0.1008031219, output_fired_time: 0.0000000000, propagate_forward_time: 5.2270865440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4630484581
validation[          , genome  1642] predictions:    9502/  10000 (95.02%), best:    9548/10000 (95.48%), error:      1679.28210, best error:      1583.11609 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 65.9806976318s, input_fired_time: 0.7582716346, output_fired_time: 0.7349359989, propagate_forward_time: 24.1059951782, propagate_backward_time: 37.9419021606, weight_update_time: 0.1289930195, other_time: 2.4395904541
epoch time: 5.2753019333s, input_fired_time: 0.0959101617, output_fired_time: 0.0000000000, propagate_forward_time: 4.7313575745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480342865
validation[          , genome  1642] predictions:    9490/  10000 (94.90%), best:    9548/10000 (95.48%), error:      1719.06726, best error:      1583.11609 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 67.2636032104s, input_fired_time: 0.7700489759, output_fired_time: 0.7389136553, propagate_forward_time: 24.5380001068, propagate_backward_time: 38.7307777405, weight_update_time: 0.1315038651, other_time: 2.4858589172
epoch time: 5.2994780540s, input_fired_time: 0.0957356542, output_fired_time: 0.0000000000, propagate_forward_time: 4.7601599693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435825348
validation[          , genome  1642] predictions:    9531/  10000 (95.31%), best:    9548/10000 (95.48%), error:      1613.18872, best error:      1583.11609 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 67.4938812256s, input_fired_time: 0.7738711834, output_fired_time: 0.7505439520, propagate_forward_time: 24.6758975983, propagate_backward_time: 38.7909164429, weight_update_time: 0.1328732371, other_time: 2.5026550293
epoch time: 5.3815340996s, input_fired_time: 0.0965681151, output_fired_time: 0.0000000000, propagate_forward_time: 4.8470101357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379558563
validation[          , genome  1642] predictions:    9478/  10000 (94.78%), best:    9548/10000 (95.48%), error:      1728.36597, best error:      1583.11609 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 69.2982635498s, input_fired_time: 0.7851574421, output_fired_time: 0.7711348534, propagate_forward_time: 25.3532466888, propagate_backward_time: 39.8580551147, weight_update_time: 0.1340965778, other_time: 2.5306701660
epoch time: 5.7018365860s, input_fired_time: 0.0994119570, output_fired_time: 0.0000000000, propagate_forward_time: 5.1401309967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4622936249
validation[          , genome  1642] predictions:    9534/  10000 (95.34%), best:    9548/10000 (95.48%), error:      1614.45471, best error:      1583.11609 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 66.0520324707s, input_fired_time: 0.7566087246, output_fired_time: 0.7304903865, propagate_forward_time: 24.2357215881, propagate_backward_time: 37.8713569641, weight_update_time: 0.1274811476, other_time: 2.4578552246
epoch time: 5.3873658180s, input_fired_time: 0.0981302857, output_fired_time: 0.0000000000, propagate_forward_time: 4.8395609856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4496746063
validation[          , genome  1642] predictions:    9387/  10000 (93.87%), best:    9548/10000 (95.48%), error:      2032.20105, best error:      1583.11609 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 64.1187896729s, input_fired_time: 0.7386394143, output_fired_time: 0.7063387632, propagate_forward_time: 23.3628044128, propagate_backward_time: 36.9001045227, weight_update_time: 0.1270292401, other_time: 2.4109039307
epoch time: 4.9229698181s, input_fired_time: 0.0901984423, output_fired_time: 0.0000000000, propagate_forward_time: 4.4113559723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214153290
validation[          , genome  1642] predictions:    9533/  10000 (95.33%), best:    9548/10000 (95.48%), error:      1609.26233, best error:      1583.11609 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 68.9716033936s, input_fired_time: 0.7840796113, output_fired_time: 0.7618665099, propagate_forward_time: 25.1591720581, propagate_backward_time: 39.7278900146, weight_update_time: 0.1354966164, other_time: 2.5385971069
epoch time: 5.6862096786s, input_fired_time: 0.0999372602, output_fired_time: 0.0000000000, propagate_forward_time: 5.1280035973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582686424
validation[          , genome  1642] predictions:    9500/  10000 (95.00%), best:    9548/10000 (95.48%), error:      1682.91272, best error:      1583.11609 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 67.8109970093s, input_fired_time: 0.7760145068, output_fired_time: 0.7487354279, propagate_forward_time: 24.8198013306, propagate_backward_time: 38.9566078186, weight_update_time: 0.1324756145, other_time: 2.5098381042
epoch time: 5.5134630203s, input_fired_time: 0.0974718928, output_fired_time: 0.0000000000, propagate_forward_time: 4.9629063606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4530849457
validation[          , genome  1642] predictions:    9495/  10000 (94.95%), best:    9548/10000 (95.48%), error:      1766.59070, best error:      1583.11609 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 67.2276229858s, input_fired_time: 0.7712292671, output_fired_time: 0.7461346388, propagate_forward_time: 24.6572036743, propagate_backward_time: 38.5693283081, weight_update_time: 0.1301089823, other_time: 2.4837265015
epoch time: 5.7369232178s, input_fired_time: 0.1038655564, output_fired_time: 0.0000000000, propagate_forward_time: 5.1640706062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689869881
validation[          , genome  1642] predictions:    9515/  10000 (95.15%), best:    9548/10000 (95.48%), error:      1663.14771, best error:      1583.11609 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 66.7787628174s, input_fired_time: 0.7656090260, output_fired_time: 0.7341834307, propagate_forward_time: 24.4111709595, propagate_backward_time: 38.3782157898, weight_update_time: 0.1306463182, other_time: 2.4895820618
epoch time: 5.1764464378s, input_fired_time: 0.0936152190, output_fired_time: 0.0000000000, propagate_forward_time: 4.6484870911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343442917
validation[          , genome  1642] predictions:    9519/  10000 (95.19%), best:    9548/10000 (95.48%), error:      1654.69287, best error:      1583.11609 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 64.3939590454s, input_fired_time: 0.7440912724, output_fired_time: 0.7161689997, propagate_forward_time: 23.4536018372, propagate_backward_time: 37.0643424988, weight_update_time: 0.1256869435, other_time: 2.4157562256
epoch time: 5.7687468529s, input_fired_time: 0.1036064476, output_fired_time: 0.0000000000, propagate_forward_time: 5.2049059868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602346420
validation[          , genome  1642] predictions:    9452/  10000 (94.52%), best:    9548/10000 (95.48%), error:      1839.58728, best error:      1583.11609 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 68.4263000488s, input_fired_time: 0.7804268599, output_fired_time: 0.7600808144, propagate_forward_time: 24.9324798584, propagate_backward_time: 39.4392738342, weight_update_time: 0.1330796033, other_time: 2.5140419006
epoch time: 5.4875779152s, input_fired_time: 0.0980190188, output_fired_time: 0.0000000000, propagate_forward_time: 4.9393482208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4502105713
validation[          , genome  1642] predictions:    9539/  10000 (95.39%), best:    9548/10000 (95.48%), error:      1604.57007, best error:      1583.11609 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 68.8580627441s, input_fired_time: 0.7865580320, output_fired_time: 0.7634224296, propagate_forward_time: 25.1502971649, propagate_backward_time: 39.6208877563, weight_update_time: 0.1334919780, other_time: 2.5368957520
epoch time: 5.6094298363s, input_fired_time: 0.0996216312, output_fired_time: 0.0000000000, propagate_forward_time: 5.0529685020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4568395615
validation[          , genome  1642] predictions:    9545/  10000 (95.45%), best:    9548/10000 (95.48%), error:      1632.57129, best error:      1583.11609 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 67.1272506714s, input_fired_time: 0.7673054934, output_fired_time: 0.7439079285, propagate_forward_time: 24.5127410889, propagate_backward_time: 38.6222801208, weight_update_time: 0.1298107356, other_time: 2.4810218811
epoch time: 5.6267819405s, input_fired_time: 0.1014642790, output_fired_time: 0.0000000000, propagate_forward_time: 5.0697727203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555449486
validation[          , genome  1642] predictions:    9540/  10000 (95.40%), best:    9548/10000 (95.48%), error:      1590.42908, best error:      1583.11609 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 68.5680084229s, input_fired_time: 0.7821688056, output_fired_time: 0.7613831758, propagate_forward_time: 25.1294116974, propagate_backward_time: 39.3880805969, weight_update_time: 0.1317539066, other_time: 2.5069694519
epoch time: 5.4754691124s, input_fired_time: 0.0997244492, output_fired_time: 0.0000000000, propagate_forward_time: 4.9137673378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4619774818
validation[          , genome  1642] predictions:    9475/  10000 (94.75%), best:    9548/10000 (95.48%), error:      1802.13696, best error:      1583.11609 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 67.1918029785s, input_fired_time: 0.7702303529, output_fired_time: 0.7448259592, propagate_forward_time: 24.5446872711, propagate_backward_time: 38.6426582336, weight_update_time: 0.1331207305, other_time: 2.4893989563
epoch time: 5.3639039993s, input_fired_time: 0.0969095603, output_fired_time: 0.0000000000, propagate_forward_time: 4.8183975220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4485969543
validation[          , genome  1642] predictions:    9455/  10000 (94.55%), best:    9548/10000 (95.48%), error:      1788.55933, best error:      1583.11609 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 69.9085311890s, input_fired_time: 0.7922105193, output_fired_time: 0.7762013078, propagate_forward_time: 25.5455856323, propagate_backward_time: 40.2312088013, weight_update_time: 0.1349615455, other_time: 2.5633239746
epoch time: 5.6832432747s, input_fired_time: 0.1022708938, output_fired_time: 0.0000000000, propagate_forward_time: 5.1024422646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4785299301
validation[          , genome  1642] predictions:    9485/  10000 (94.85%), best:    9548/10000 (95.48%), error:      1778.52368, best error:      1583.11609 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 67.6039962769s, input_fired_time: 0.7799815536, output_fired_time: 0.7526000142, propagate_forward_time: 24.7839298248, propagate_backward_time: 38.7859649658, weight_update_time: 0.1319039762, other_time: 2.5015182495
epoch time: 5.6942119598s, input_fired_time: 0.1020919532, output_fired_time: 0.0000000000, propagate_forward_time: 5.1156501770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4764699936
validation[          , genome  1642] predictions:    9529/  10000 (95.29%), best:    9548/10000 (95.48%), error:      1651.52661, best error:      1583.11609 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 66.0705871582s, input_fired_time: 0.7627216578, output_fired_time: 0.7333452702, propagate_forward_time: 24.0832901001, propagate_backward_time: 38.0340194702, weight_update_time: 0.1306383461, other_time: 2.4572143555
epoch time: 5.3205642700s, input_fired_time: 0.0969434008, output_fired_time: 0.0000000000, propagate_forward_time: 4.7821073532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4415135384
validation[          , genome  1642] predictions:    9516/  10000 (95.16%), best:    9548/10000 (95.48%), error:      1674.82837, best error:      1583.11609 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 67.3197937012s, input_fired_time: 0.7697584033, output_fired_time: 0.7484793663, propagate_forward_time: 24.5812263489, propagate_backward_time: 38.7106857300, weight_update_time: 0.1336981505, other_time: 2.5096397400
epoch time: 5.4307603836s, input_fired_time: 0.0998731479, output_fired_time: 0.0000000000, propagate_forward_time: 4.8778519630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4530353546
validation[          , genome  1642] predictions:    9492/  10000 (94.92%), best:    9548/10000 (95.48%), error:      1724.39014, best error:      1583.11609 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 68.1162109375s, input_fired_time: 0.7767553329, output_fired_time: 0.7587785125, propagate_forward_time: 24.9399719238, propagate_backward_time: 39.1407699585, weight_update_time: 0.1323646754, other_time: 2.4999313354
epoch time: 5.9109578133s, input_fired_time: 0.1054491103, output_fired_time: 0.0000000000, propagate_forward_time: 5.3328742981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726343155
validation[          , genome  1642] predictions:    9536/  10000 (95.36%), best:    9548/10000 (95.48%), error:      1649.54321, best error:      1583.11609 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 69.0081100464s, input_fired_time: 0.7901271582, output_fired_time: 0.7611190081, propagate_forward_time: 25.2570896149, propagate_backward_time: 39.6622276306, weight_update_time: 0.1355379969, other_time: 2.5375480652
epoch time: 5.5641307831s, input_fired_time: 0.1000125259, output_fired_time: 0.0000000000, propagate_forward_time: 5.0139617920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501566887
validation[          , genome  1642] predictions:    9489/  10000 (94.89%), best:    9548/10000 (95.48%), error:      1724.35730, best error:      1583.11609 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 68.2613525391s, input_fired_time: 0.7795478702, output_fired_time: 0.7552191019, propagate_forward_time: 24.9719676971, propagate_backward_time: 39.2523994446, weight_update_time: 0.1351681054, other_time: 2.5022163391
epoch time: 5.5059309006s, input_fired_time: 0.0990233123, output_fired_time: 0.0000000000, propagate_forward_time: 4.9593000412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476075172
validation[          , genome  1642] predictions:    9520/  10000 (95.20%), best:    9548/10000 (95.48%), error:      1607.42297, best error:      1583.11609 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 67.2616043091s, input_fired_time: 0.7675901651, output_fired_time: 0.7410160303, propagate_forward_time: 24.5990314484, propagate_backward_time: 38.6526679993, weight_update_time: 0.1322294921, other_time: 2.5013008118
epoch time: 5.4062747955s, input_fired_time: 0.0979557708, output_fired_time: 0.0000000000, propagate_forward_time: 4.8521890640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4561300278
validation[          , genome  1642] predictions:    9512/  10000 (95.12%), best:    9548/10000 (95.48%), error:      1618.97241, best error:      1583.11609 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 68.8969879150s, input_fired_time: 0.7847088575, output_fired_time: 0.7644637823, propagate_forward_time: 25.2079639435, propagate_backward_time: 39.6084556580, weight_update_time: 0.1338797957, other_time: 2.5313987732
epoch time: 5.7687830925s, input_fired_time: 0.1038059071, output_fired_time: 0.0000000000, propagate_forward_time: 5.1973633766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676136971
validation[          , genome  1642] predictions:    9523/  10000 (95.23%), best:    9548/10000 (95.48%), error:      1609.23181, best error:      1583.11609 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 67.6550979614s, input_fired_time: 0.7682654262, output_fired_time: 0.7525036931, propagate_forward_time: 24.6800098419, propagate_backward_time: 38.9467277527, weight_update_time: 0.1317161471, other_time: 2.5075950623
epoch time: 5.8902330399s, input_fired_time: 0.1032445058, output_fired_time: 0.0000000000, propagate_forward_time: 5.3157620430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712266922
validation[          , genome  1642] predictions:    9549/  10000 (95.49%), best:    9548/10000 (95.48%), error:      1588.40967, best error:      1583.11609 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 67.4377212524s, input_fired_time: 0.7700548172, output_fired_time: 0.7474255562, propagate_forward_time: 24.7070026398, propagate_backward_time: 38.7088813782, weight_update_time: 0.1319486350, other_time: 2.5043525696
epoch time: 5.6889305115s, input_fired_time: 0.1015742123, output_fired_time: 0.0000000000, propagate_forward_time: 5.1291327477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582233429
validation[          , genome  1642] predictions:    9509/  10000 (95.09%), best:    9548/10000 (95.48%), error:      1669.22815, best error:      1583.11609 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 66.8464126587s, input_fired_time: 0.7645071149, output_fired_time: 0.7434133291, propagate_forward_time: 24.4583473206, propagate_backward_time: 38.4112243652, weight_update_time: 0.1321649700, other_time: 2.4689216614
epoch time: 5.6569647789s, input_fired_time: 0.1023074612, output_fired_time: 0.0000000000, propagate_forward_time: 5.0973358154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4573216438
validation[          , genome  1642] predictions:    9532/  10000 (95.32%), best:    9548/10000 (95.48%), error:      1617.18726, best error:      1583.11609 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 69.0709915161s, input_fired_time: 0.7886372209, output_fired_time: 0.7613365650, propagate_forward_time: 25.2850265503, propagate_backward_time: 39.7040290833, weight_update_time: 0.1352931410, other_time: 2.5319633484
epoch time: 5.5173206329s, input_fired_time: 0.0982108340, output_fired_time: 0.0000000000, propagate_forward_time: 4.9734830856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456267357
validation[          , genome  1642] predictions:    9500/  10000 (95.00%), best:    9548/10000 (95.48%), error:      1695.39624, best error:      1583.11609 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 60.4120101929s, input_fired_time: 0.7203645706, output_fired_time: 0.6767774820, propagate_forward_time: 22.0200481415, propagate_backward_time: 34.6753387451, weight_update_time: 0.1196498051, other_time: 2.3194808960
epoch time: 5.5480380058s, input_fired_time: 0.1016271710, output_fired_time: 0.0000000000, propagate_forward_time: 4.9948382378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4515724182
validation[          , genome  1642] predictions:    9475/  10000 (94.75%), best:    9548/10000 (95.48%), error:      1764.04749, best error:      1583.11609 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 60.0572319031s, input_fired_time: 0.7145406008, output_fired_time: 0.6697222590, propagate_forward_time: 21.9063892365, propagate_backward_time: 34.4718742371, weight_update_time: 0.1191134453, other_time: 2.2947044373
epoch time: 5.5277042389s, input_fired_time: 0.0987935737, output_fired_time: 0.0000000000, propagate_forward_time: 4.9781494141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4507613182
validation[          , genome  1642] predictions:    9511/  10000 (95.11%), best:    9548/10000 (95.48%), error:      1697.97021, best error:      1583.11609 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 56.2552642822s, input_fired_time: 0.6839166880, output_fired_time: 0.6282778978, propagate_forward_time: 20.4239425659, propagate_backward_time: 32.3079071045, weight_update_time: 0.1120670438, other_time: 2.2112197876
epoch time: 5.2258095741s, input_fired_time: 0.0969010890, output_fired_time: 0.0000000000, propagate_forward_time: 4.6971068382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318017960
validation[          , genome  1642] predictions:    9523/  10000 (95.23%), best:    9548/10000 (95.48%), error:      1649.74841, best error:      1583.11609 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 67.0405731201s, input_fired_time: 0.7719939947, output_fired_time: 0.7419484258, propagate_forward_time: 24.4554157257, propagate_backward_time: 38.5816688538, weight_update_time: 0.1308556050, other_time: 2.4895439148
epoch time: 5.8221635818s, input_fired_time: 0.1039586067, output_fired_time: 0.0000000000, propagate_forward_time: 5.2544279099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637770653
validation[          , genome  1642] predictions:    9526/  10000 (95.26%), best:    9548/10000 (95.48%), error:      1625.55969, best error:      1583.11609 on epoch:    65, 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: 28.2113895416s, input_fired_time: 0.5067335367, output_fired_time: 0.0000000000, propagate_forward_time: 25.3478221893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3568344116
best training[          , genome  1642] predictions:   48394/  50000 (96.79%), best:    9548/10000 (95.48%), error:      5922.86914, best error:      1583.11609 on epoch:    65, 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: 4.8378529549s, input_fired_time: 0.0900689289, output_fired_time: 0.0000000000, propagate_forward_time: 4.3372077942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4105763435
   testing[          , genome  1642] predictions:    9583/  10000 (95.83%), best:    9548/10000 (95.48%), error:      1477.48401, best error:      1583.11609 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:31:26 (4716): called boinc_finish(0)

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