Nameexact_genome_1512568488_42_6120_0
Workunit2601837
Created7 Dec 2017, 18:02:26 UTC
Sent7 Dec 2017, 18:09:25 UTC
Report deadline13 Dec 2017, 21:43:16 UTC
Received9 Dec 2017, 10:32:58 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62426
Run time4 hours 23 min 42 sec
CPU time4 hours 9 min 18 sec
Validate stateValid
Credit1,537.13
Device peak FLOPS2.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.11 MB
Peak swap size154.49 MB
Peak disk usage2.40 MB

Stderr output

<core_client_version>7.6.22</core_client_version>
<![CDATA[
<stderr_txt>
0000 (96.65%), best:    9665/10000 (96.65%), error:      1072.18152, best error:      1072.18152 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 138.1054077148s, input_fired_time: 1.2571475506, output_fired_time: 1.3908568621, propagate_forward_time: 52.5316886902, propagate_backward_time: 79.9126968384, weight_update_time: 0.1927666217, other_time: 3.0130233765
epoch time: 11.1862077713s, input_fired_time: 0.1564511806, output_fired_time: 0.0000000000, propagate_forward_time: 10.4938907623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5358657837
validation[          , genome  6120] predictions:    9668/  10000 (96.68%), best:    9668/10000 (96.68%), error:      1070.14343, best error:      1070.14343 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 141.1810302734s, input_fired_time: 1.2590037584, output_fired_time: 1.4274389744, propagate_forward_time: 53.8308296204, propagate_backward_time: 81.6221313477, weight_update_time: 0.1927024275, other_time: 3.0416259766
epoch time: 14.2882947922s, input_fired_time: 0.1558572203, output_fired_time: 0.0000000000, propagate_forward_time: 13.4383106232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6941270828
validation[          , genome  6120] predictions:    9617/  10000 (96.17%), best:    9668/10000 (96.68%), error:      1248.60388, best error:      1070.14343 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 155.3142852783s, input_fired_time: 1.4014492035, output_fired_time: 1.5801944733, propagate_forward_time: 61.4093322754, propagate_backward_time: 87.3577270508, weight_update_time: 0.2835409045, other_time: 3.5655822754
epoch time: 11.0020198822s, input_fired_time: 0.1533892155, output_fired_time: 0.0000000000, propagate_forward_time: 10.3172273636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5314035416
validation[          , genome  6120] predictions:    9661/  10000 (96.61%), best:    9668/10000 (96.68%), error:      1105.86353, best error:      1070.14343 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 137.1817474365s, input_fired_time: 1.2550089359, output_fired_time: 1.3878121376, propagate_forward_time: 52.2496566772, propagate_backward_time: 79.3204574585, weight_update_time: 0.1924847662, other_time: 2.9688110352
epoch time: 11.2208852768s, input_fired_time: 0.1546372920, output_fired_time: 0.0000000000, propagate_forward_time: 10.5348501205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5313978195
validation[          , genome  6120] predictions:    9652/  10000 (96.52%), best:    9668/10000 (96.68%), error:      1146.90332, best error:      1070.14343 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 140.3624267578s, input_fired_time: 1.2823320627, output_fired_time: 1.4089177847, propagate_forward_time: 53.2726745605, propagate_backward_time: 80.8057174683, weight_update_time: 0.1943860650, other_time: 3.5927810669
epoch time: 16.1776447296s, input_fired_time: 0.1880446672, output_fired_time: 0.0000000000, propagate_forward_time: 15.1981363297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7914638519
validation[          , genome  6120] predictions:    9545/  10000 (95.45%), best:    9668/10000 (96.68%), error:      1438.43774, best error:      1070.14343 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 137.7498931885s, input_fired_time: 1.2590092421, output_fired_time: 1.3935728073, propagate_forward_time: 52.4135818481, propagate_backward_time: 79.6744995117, weight_update_time: 0.1922966391, other_time: 3.0092391968
epoch time: 12.3380184174s, input_fired_time: 0.1560542732, output_fired_time: 0.0000000000, propagate_forward_time: 11.5193376541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6626262665
validation[          , genome  6120] predictions:    9678/  10000 (96.78%), best:    9668/10000 (96.68%), error:      1084.51782, best error:      1070.14343 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 153.8788146973s, input_fired_time: 1.3584377766, output_fired_time: 1.5204955339, propagate_forward_time: 62.8808441162, propagate_backward_time: 84.9811401367, weight_update_time: 0.1924439669, other_time: 3.1378936768
epoch time: 13.3985776901s, input_fired_time: 0.1404027939, output_fired_time: 0.0000000000, propagate_forward_time: 12.5766897202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6814851761
validation[          , genome  6120] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:      1051.50366, best error:      1051.50366 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 145.9371185303s, input_fired_time: 1.2712029219, output_fired_time: 1.4157528877, propagate_forward_time: 53.8061676025, propagate_backward_time: 86.3870468140, weight_update_time: 0.1924043894, other_time: 3.0569381714
epoch time: 11.0862579346s, input_fired_time: 0.1599823833, output_fired_time: 0.0000000000, propagate_forward_time: 10.3964939117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5297813416
validation[          , genome  6120] predictions:    9681/  10000 (96.81%), best:    9691/10000 (96.91%), error:      1081.62622, best error:      1051.50366 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 136.6541442871s, input_fired_time: 1.2517883778, output_fired_time: 1.3795560598, propagate_forward_time: 51.8922119141, propagate_backward_time: 79.1622467041, weight_update_time: 0.1920263916, other_time: 2.9683380127
epoch time: 11.3992433548s, input_fired_time: 0.1875434667, output_fired_time: 0.0000000000, propagate_forward_time: 10.6760959625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5356035233
validation[          , genome  6120] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1040.83850, best error:      1040.83850 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 138.8226470947s, input_fired_time: 1.2729200125, output_fired_time: 1.4004704952, propagate_forward_time: 52.6801109314, propagate_backward_time: 80.4576416016, weight_update_time: 0.1934291571, other_time: 3.0115051270
epoch time: 11.0307016373s, input_fired_time: 0.1552485228, output_fired_time: 0.0000000000, propagate_forward_time: 10.3426017761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5328512192
validation[          , genome  6120] predictions:    9655/  10000 (96.55%), best:    9680/10000 (96.80%), error:      1140.38806, best error:      1040.83850 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 146.2333221436s, input_fired_time: 1.3625770807, output_fired_time: 1.4040573835, propagate_forward_time: 55.3662261963, propagate_backward_time: 85.0182723999, weight_update_time: 0.1917068064, other_time: 3.0821914673
epoch time: 11.1575307846s, input_fired_time: 0.1546976417, output_fired_time: 0.0000000000, propagate_forward_time: 10.4628429413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399904251
validation[          , genome  6120] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       989.26807, best error:       989.26807 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 140.7732849121s, input_fired_time: 1.2625999451, output_fired_time: 1.3948676586, propagate_forward_time: 53.5175933838, propagate_backward_time: 81.5239181519, weight_update_time: 0.1928186268, other_time: 3.0743026733
epoch time: 11.0680456161s, input_fired_time: 0.1553270817, output_fired_time: 0.0000000000, propagate_forward_time: 10.3770103455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357084274
validation[          , genome  6120] predictions:    9674/  10000 (96.74%), best:    9702/10000 (97.02%), error:      1075.25195, best error:       989.26807 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 145.2978973389s, input_fired_time: 1.4126658440, output_fired_time: 1.4750709534, propagate_forward_time: 55.1900711060, propagate_backward_time: 84.1106643677, weight_update_time: 0.1909129620, other_time: 3.1094360352
epoch time: 12.3886756897s, input_fired_time: 0.1560831517, output_fired_time: 0.0000000000, propagate_forward_time: 11.6981391907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5344533920
validation[          , genome  6120] predictions:    9676/  10000 (96.76%), best:    9702/10000 (97.02%), error:      1065.24475, best error:       989.26807 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 139.8688659668s, input_fired_time: 1.2754896879, output_fired_time: 1.4019966125, propagate_forward_time: 53.0439720154, propagate_backward_time: 80.6286544800, weight_update_time: 0.1934021264, other_time: 3.5187606812
epoch time: 10.9201869965s, input_fired_time: 0.1516015083, output_fired_time: 0.0000000000, propagate_forward_time: 10.2362985611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5322866440
validation[          , genome  6120] predictions:    9624/  10000 (96.24%), best:    9702/10000 (97.02%), error:      1179.99292, best error:       989.26807 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 136.5340423584s, input_fired_time: 1.2615793943, output_fired_time: 1.3810650110, propagate_forward_time: 51.8294868469, propagate_backward_time: 79.0565567017, weight_update_time: 0.1925268173, other_time: 3.0053634644
epoch time: 11.1637592316s, input_fired_time: 0.1566162854, output_fired_time: 0.0000000000, propagate_forward_time: 10.4732055664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5339374542
validation[          , genome  6120] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       961.45660, best error:       961.45660 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 140.1838531494s, input_fired_time: 1.2694889307, output_fired_time: 1.3981604576, propagate_forward_time: 52.8166007996, propagate_backward_time: 81.6806411743, weight_update_time: 0.1931503713, other_time: 3.0189590454
epoch time: 11.2062759399s, input_fired_time: 0.1582843661, output_fired_time: 0.0000000000, propagate_forward_time: 10.5047044754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432872772
validation[          , genome  6120] predictions:    9674/  10000 (96.74%), best:    9702/10000 (97.02%), error:      1042.03088, best error:       961.45660 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 136.0034179688s, input_fired_time: 1.2499097586, output_fired_time: 1.3737326860, propagate_forward_time: 51.6470756531, propagate_backward_time: 78.7730407715, weight_update_time: 0.1914734691, other_time: 2.9596557617
epoch time: 11.1902561188s, input_fired_time: 0.1576272100, output_fired_time: 0.0000000000, propagate_forward_time: 10.4922456741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5403833389
validation[          , genome  6120] predictions:    9560/  10000 (95.60%), best:    9702/10000 (97.02%), error:      1374.38818, best error:       961.45660 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 138.0622406006s, input_fired_time: 1.2658524513, output_fired_time: 1.3844311237, propagate_forward_time: 52.2510986328, propagate_backward_time: 80.1557617188, weight_update_time: 0.1918080151, other_time: 3.0050964355
epoch time: 11.0828943253s, input_fired_time: 0.1556739360, output_fired_time: 0.0000000000, propagate_forward_time: 10.3939142227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333061218
validation[          , genome  6120] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       952.98590, best error:       952.98590 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 137.0345458984s, input_fired_time: 1.2638285160, output_fired_time: 1.3907462358, propagate_forward_time: 52.0862655640, propagate_backward_time: 79.3054885864, weight_update_time: 0.1920232177, other_time: 2.9882202148
epoch time: 11.1343975067s, input_fired_time: 0.1553917676, output_fired_time: 0.0000000000, propagate_forward_time: 10.4481153488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5308904648
validation[          , genome  6120] predictions:    9690/  10000 (96.90%), best:    9713/10000 (97.13%), error:       997.26855, best error:       952.98590 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 141.3506164551s, input_fired_time: 1.2989108562, output_fired_time: 1.4069344997, propagate_forward_time: 53.7056579590, propagate_backward_time: 81.8887023926, weight_update_time: 0.2002770305, other_time: 3.0504150391
epoch time: 11.4297542572s, input_fired_time: 0.1553274691, output_fired_time: 0.0000000000, propagate_forward_time: 10.7432899475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5311365128
validation[          , genome  6120] predictions:    9675/  10000 (96.75%), best:    9713/10000 (97.13%), error:      1020.74811, best error:       952.98590 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 135.4616394043s, input_fired_time: 1.2593106031, output_fired_time: 1.3722622395, propagate_forward_time: 51.2137908936, propagate_backward_time: 78.6005401611, weight_update_time: 0.1925255805, other_time: 3.0157318115
epoch time: 11.0792551041s, input_fired_time: 0.1566987336, output_fired_time: 0.0000000000, propagate_forward_time: 10.3913764954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5311794281
validation[          , genome  6120] predictions:    9685/  10000 (96.85%), best:    9713/10000 (97.13%), error:       987.90796, best error:       952.98590 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 136.5651397705s, input_fired_time: 1.2632117271, output_fired_time: 1.3848352432, propagate_forward_time: 51.8415527344, propagate_backward_time: 79.0884780884, weight_update_time: 0.1920702308, other_time: 2.9870529175
epoch time: 13.0781173706s, input_fired_time: 0.2534017861, output_fired_time: 0.0000000000, propagate_forward_time: 12.2580623627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5666532516
validation[          , genome  6120] predictions:    9648/  10000 (96.48%), best:    9713/10000 (97.13%), error:      1088.87219, best error:       952.98590 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 149.3482513428s, input_fired_time: 1.3595401049, output_fired_time: 1.4543989897, propagate_forward_time: 56.8867454529, propagate_backward_time: 86.4576110840, weight_update_time: 0.2241558582, other_time: 3.1899566650
epoch time: 11.1023845673s, input_fired_time: 0.1572010815, output_fired_time: 0.0000000000, propagate_forward_time: 10.4132537842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319299698
validation[          , genome  6120] predictions:    9692/  10000 (96.92%), best:    9713/10000 (97.13%), error:       994.92792, best error:       952.98590 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 126.9402770996s, input_fired_time: 1.1841866970, output_fired_time: 1.3165183067, propagate_forward_time: 47.3212547302, propagate_backward_time: 74.0401077271, weight_update_time: 0.1853787601, other_time: 3.0782089233
epoch time: 19.5119819641s, input_fired_time: 0.2538366914, output_fired_time: 0.0000000000, propagate_forward_time: 18.1467342377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1114101410
validation[          , genome  6120] predictions:    9675/  10000 (96.75%), best:    9713/10000 (97.13%), error:      1078.40356, best error:       952.98590 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 148.1703643799s, input_fired_time: 1.4212028980, output_fired_time: 1.4762972593, propagate_forward_time: 56.2765312195, propagate_backward_time: 85.7340316772, weight_update_time: 0.1958072931, other_time: 3.2622909546
epoch time: 12.2317848206s, input_fired_time: 0.1559903473, output_fired_time: 0.0000000000, propagate_forward_time: 11.5456161499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301780701
validation[          , genome  6120] predictions:    9668/  10000 (96.68%), best:    9713/10000 (97.13%), error:      1037.21179, best error:       952.98590 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 143.0152587891s, input_fired_time: 1.2668455839, output_fired_time: 1.4917571545, propagate_forward_time: 54.4117584229, propagate_backward_time: 82.7433776855, weight_update_time: 0.2247646451, other_time: 3.1015167236
epoch time: 11.3391504288s, input_fired_time: 0.1581272930, output_fired_time: 0.0000000000, propagate_forward_time: 10.6480474472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329761505
validation[          , genome  6120] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:       929.48438, best error:       929.48438 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 142.7876892090s, input_fired_time: 1.3033449650, output_fired_time: 1.4590667486, propagate_forward_time: 54.3400573730, propagate_backward_time: 82.5767135620, weight_update_time: 0.1926268190, other_time: 3.1085128784
epoch time: 12.3588838577s, input_fired_time: 0.1567545384, output_fired_time: 0.0000000000, propagate_forward_time: 11.6057987213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5963306427
validation[          , genome  6120] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       866.22980, best error:       866.22980 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 141.0026245117s, input_fired_time: 1.2998842001, output_fired_time: 1.3913830519, propagate_forward_time: 53.6839752197, propagate_backward_time: 81.5185852051, weight_update_time: 0.1926926970, other_time: 3.1087951660
epoch time: 11.4967823029s, input_fired_time: 0.1564450264, output_fired_time: 0.0000000000, propagate_forward_time: 10.8073196411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330181122
validation[          , genome  6120] predictions:    9696/  10000 (96.96%), best:    9739/10000 (97.39%), error:       951.13068, best error:       866.22980 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 137.6061553955s, input_fired_time: 1.2668557167, output_fired_time: 1.3904309273, propagate_forward_time: 52.3481369019, propagate_backward_time: 79.5935592651, weight_update_time: 0.1924123913, other_time: 3.0071716309
epoch time: 13.3586244583s, input_fired_time: 0.1887200624, output_fired_time: 0.0000000000, propagate_forward_time: 12.4106655121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7592391968
validation[          , genome  6120] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       864.92053, best error:       864.92053 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 138.8734283447s, input_fired_time: 1.2837618589, output_fired_time: 1.3970196247, propagate_forward_time: 52.7048988342, propagate_backward_time: 80.5085754395, weight_update_time: 0.1923520118, other_time: 2.9791717529
epoch time: 15.7913036346s, input_fired_time: 0.2228166908, output_fired_time: 0.0000000000, propagate_forward_time: 14.8076353073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7608518600
validation[          , genome  6120] predictions:    9709/  10000 (97.09%), best:    9726/10000 (97.26%), error:       928.94702, best error:       864.92053 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 147.9502563477s, input_fired_time: 1.3378988504, output_fired_time: 1.3921045065, propagate_forward_time: 52.9218215942, propagate_backward_time: 89.2857818604, weight_update_time: 0.1925460100, other_time: 3.0126419067
epoch time: 13.0110607147s, input_fired_time: 0.1904065311, output_fired_time: 0.0000000000, propagate_forward_time: 12.1245708466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6960830688
validation[          , genome  6120] predictions:    9721/  10000 (97.21%), best:    9726/10000 (97.26%), error:       939.58246, best error:       864.92053 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 164.2371368408s, input_fired_time: 1.4890494347, output_fired_time: 1.6017814875, propagate_forward_time: 62.5345878601, propagate_backward_time: 95.0041275024, weight_update_time: 0.2247593403, other_time: 3.6075973511
epoch time: 12.8204679489s, input_fired_time: 0.2236182094, output_fired_time: 0.0000000000, propagate_forward_time: 11.9980220795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5988273621
validation[          , genome  6120] predictions:    9691/  10000 (96.91%), best:    9726/10000 (97.26%), error:       964.64374, best error:       864.92053 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 139.9821472168s, input_fired_time: 1.3153513670, output_fired_time: 1.4041141272, propagate_forward_time: 53.2185897827, propagate_backward_time: 81.0177307129, weight_update_time: 0.1943891644, other_time: 3.0263595581
epoch time: 16.0970802307s, input_fired_time: 0.1571267396, output_fired_time: 0.0000000000, propagate_forward_time: 15.2127437592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7272100449
validation[          , genome  6120] predictions:    9695/  10000 (96.95%), best:    9726/10000 (97.26%), error:       977.01691, best error:       864.92053 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 141.0297546387s, input_fired_time: 1.3334257603, output_fired_time: 1.4469242096, propagate_forward_time: 53.4902496338, propagate_backward_time: 81.6280593872, weight_update_time: 0.2248178124, other_time: 3.1310958862
epoch time: 14.7087974548s, input_fired_time: 0.2227219045, output_fired_time: 0.0000000000, propagate_forward_time: 13.7598905563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7261848450
validation[          , genome  6120] predictions:    9692/  10000 (96.92%), best:    9726/10000 (97.26%), error:       925.88965, best error:       864.92053 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 139.5736999512s, input_fired_time: 1.3327994347, output_fired_time: 1.3813500404, propagate_forward_time: 52.9504508972, propagate_backward_time: 80.8234634399, weight_update_time: 0.1917125434, other_time: 3.0856399536
epoch time: 11.0780773163s, input_fired_time: 0.1568942517, output_fired_time: 0.0000000000, propagate_forward_time: 10.3802852631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408973694
validation[          , genome  6120] predictions:    9675/  10000 (96.75%), best:    9726/10000 (97.26%), error:       980.83337, best error:       864.92053 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 138.7667846680s, input_fired_time: 1.2745978832, output_fired_time: 1.4247510433, propagate_forward_time: 52.8182067871, propagate_backward_time: 80.2231826782, weight_update_time: 0.1928121150, other_time: 3.0260543823
epoch time: 11.3892364502s, input_fired_time: 0.1635890454, output_fired_time: 0.0000000000, propagate_forward_time: 10.6841402054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415067673
validation[          , genome  6120] predictions:    9679/  10000 (96.79%), best:    9726/10000 (97.26%), error:      1046.04443, best error:       864.92053 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 135.4598846436s, input_fired_time: 1.2622879744, output_fired_time: 1.3689918518, propagate_forward_time: 51.3381423950, propagate_backward_time: 78.4979705811, weight_update_time: 0.1916201413, other_time: 2.9925003052
epoch time: 19.1278934479s, input_fired_time: 0.3832629025, output_fired_time: 0.0000000000, propagate_forward_time: 18.0800285339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6646022797
validation[          , genome  6120] predictions:    9730/  10000 (97.30%), best:    9726/10000 (97.26%), error:       892.04651, best error:       864.92053 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 158.4367675781s, input_fired_time: 1.3109909296, output_fired_time: 1.4928128719, propagate_forward_time: 60.6822052002, propagate_backward_time: 91.5368041992, weight_update_time: 0.2261402309, other_time: 3.4139556885
epoch time: 14.7496662140s, input_fired_time: 0.1590407640, output_fired_time: 0.0000000000, propagate_forward_time: 13.6614494324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9291763306
validation[          , genome  6120] predictions:    9702/  10000 (97.02%), best:    9726/10000 (97.26%), error:       972.54468, best error:       864.92053 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 137.6845397949s, input_fired_time: 1.2704828978, output_fired_time: 1.3853081465, propagate_forward_time: 52.4466400146, propagate_backward_time: 79.5782241821, weight_update_time: 0.1922298670, other_time: 3.0038833618
epoch time: 21.8229751587s, input_fired_time: 0.4473582804, output_fired_time: 0.0000000000, propagate_forward_time: 20.3265285492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0490875244
validation[          , genome  6120] predictions:    9666/  10000 (96.66%), best:    9726/10000 (97.26%), error:      1025.16626, best error:       864.92053 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 141.2345733643s, input_fired_time: 1.2974908352, output_fired_time: 1.4736919403, propagate_forward_time: 53.7101249695, propagate_backward_time: 81.6834030151, weight_update_time: 0.1952715218, other_time: 3.0698623657
epoch time: 11.1882791519s, input_fired_time: 0.1587701738, output_fired_time: 0.0000000000, propagate_forward_time: 10.4956951141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5338134766
validation[          , genome  6120] predictions:    9705/  10000 (97.05%), best:    9726/10000 (97.26%), error:       958.12109, best error:       864.92053 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 138.1870574951s, input_fired_time: 1.2774344683, output_fired_time: 1.3972913027, propagate_forward_time: 52.5280456543, propagate_backward_time: 80.0118103027, weight_update_time: 0.1925530434, other_time: 2.9724731445
epoch time: 22.2613697052s, input_fired_time: 0.3505066931, output_fired_time: 0.0000000000, propagate_forward_time: 20.7665328979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1443309784
validation[          , genome  6120] predictions:    9714/  10000 (97.14%), best:    9726/10000 (97.26%), error:       937.50690, best error:       864.92053 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 141.8980102539s, input_fired_time: 1.3055827618, output_fired_time: 1.4191478491, propagate_forward_time: 53.9842605591, propagate_backward_time: 82.1055297852, weight_update_time: 0.1948141754, other_time: 3.0834884644
epoch time: 12.9552345276s, input_fired_time: 0.2530541718, output_fired_time: 0.0000000000, propagate_forward_time: 12.0748996735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6272802353
validation[          , genome  6120] predictions:    9691/  10000 (96.91%), best:    9726/10000 (97.26%), error:      1024.63135, best error:       864.92053 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 145.5174102783s, input_fired_time: 1.3050568104, output_fired_time: 1.5185762644, propagate_forward_time: 55.2622566223, propagate_backward_time: 84.2276000977, weight_update_time: 0.2243482172, other_time: 3.2039337158
epoch time: 19.3678817749s, input_fired_time: 0.3517327607, output_fired_time: 0.0000000000, propagate_forward_time: 18.1610240936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8551254272
validation[          , genome  6120] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       849.91095, best error:       849.91095 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 145.9541320801s, input_fired_time: 1.3137104511, output_fired_time: 1.4319928885, propagate_forward_time: 55.4623527527, propagate_backward_time: 84.5193405151, weight_update_time: 0.2246716917, other_time: 3.2267379761
epoch time: 18.3328666687s, input_fired_time: 0.2543925941, output_fired_time: 0.0000000000, propagate_forward_time: 17.0983715057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9801025391
validation[          , genome  6120] predictions:    9702/  10000 (97.02%), best:    9736/10000 (97.36%), error:       923.74786, best error:       849.91095 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 141.7926788330s, input_fired_time: 1.3340737820, output_fired_time: 1.4067738056, propagate_forward_time: 53.8695945740, propagate_backward_time: 82.1150817871, weight_update_time: 0.1945779026, other_time: 3.0671539307
epoch time: 11.4976596832s, input_fired_time: 0.1586654335, output_fired_time: 0.0000000000, propagate_forward_time: 10.7731695175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5658245087
validation[          , genome  6120] predictions:    9673/  10000 (96.73%), best:    9736/10000 (97.36%), error:      1009.91498, best error:       849.91095 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 146.9294281006s, input_fired_time: 1.3387513161, output_fired_time: 1.4857492447, propagate_forward_time: 55.8671684265, propagate_backward_time: 85.0384216309, weight_update_time: 0.2564479411, other_time: 3.1993408203
epoch time: 12.4165391922s, input_fired_time: 0.1598957479, output_fired_time: 0.0000000000, propagate_forward_time: 11.6577968597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5988464355
validation[          , genome  6120] predictions:    9663/  10000 (96.63%), best:    9736/10000 (97.36%), error:      1081.67676, best error:       849.91095 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 143.3954162598s, input_fired_time: 1.3256270885, output_fired_time: 1.4718409777, propagate_forward_time: 54.5259323120, propagate_backward_time: 82.9534988403, weight_update_time: 0.1951567680, other_time: 3.1185150146
epoch time: 17.5396251678s, input_fired_time: 0.1578073204, output_fired_time: 0.0000000000, propagate_forward_time: 16.7868099213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5950088501
validation[          , genome  6120] predictions:    9716/  10000 (97.16%), best:    9736/10000 (97.36%), error:       955.55396, best error:       849.91095 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 142.5118408203s, input_fired_time: 1.3118464947, output_fired_time: 1.3798985481, propagate_forward_time: 54.2062339783, propagate_backward_time: 82.4874038696, weight_update_time: 0.1923447251, other_time: 3.1264572144
epoch time: 15.5019369125s, input_fired_time: 0.1902209669, output_fired_time: 0.0000000000, propagate_forward_time: 14.4918699265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8198461533
validation[          , genome  6120] predictions:    9727/  10000 (97.27%), best:    9736/10000 (97.36%), error:       901.42798, best error:       849.91095 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 138.7665252686s, input_fired_time: 1.2940969467, output_fired_time: 1.4060820341, propagate_forward_time: 52.6632156372, propagate_backward_time: 80.3512268066, weight_update_time: 0.1928064972, other_time: 3.0519027710
epoch time: 14.6924304962s, input_fired_time: 0.1602468491, output_fired_time: 0.0000000000, propagate_forward_time: 13.6403017044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8918819427
validation[          , genome  6120] predictions:    9710/  10000 (97.10%), best:    9736/10000 (97.36%), error:       927.85822, best error:       849.91095 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 136.9499511719s, input_fired_time: 1.2535690069, output_fired_time: 1.3962901831, propagate_forward_time: 51.7792015076, propagate_backward_time: 79.4628601074, weight_update_time: 0.2229706496, other_time: 3.0580291748
epoch time: 17.7296581268s, input_fired_time: 0.1597421169, output_fired_time: 0.0000000000, propagate_forward_time: 17.0301723480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397434235
validation[          , genome  6120] predictions:    9723/  10000 (97.23%), best:    9736/10000 (97.36%), error:       917.50952, best error:       849.91095 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 136.4094543457s, input_fired_time: 1.2906394005, output_fired_time: 1.3573629856, propagate_forward_time: 50.5386848450, propagate_backward_time: 80.2036590576, weight_update_time: 0.2035103887, other_time: 3.0191192627
epoch time: 9.8260917664s, input_fired_time: 0.1468769014, output_fired_time: 0.0000000000, propagate_forward_time: 9.1487522125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5304622650
validation[          , genome  6120] predictions:    9703/  10000 (97.03%), best:    9736/10000 (97.36%), error:       948.36676, best error:       849.91095 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 153.5924530029s, input_fired_time: 1.5390549898, output_fired_time: 1.6727671623, propagate_forward_time: 58.5655746460, propagate_backward_time: 88.4593811035, weight_update_time: 0.2255222797, other_time: 3.3556747437
epoch time: 14.0708398819s, input_fired_time: 0.2246920764, output_fired_time: 0.0000000000, propagate_forward_time: 13.1803855896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6657619476
validation[          , genome  6120] predictions:    9728/  10000 (97.28%), best:    9736/10000 (97.36%), error:       857.19568, best error:       849.91095 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 142.8873291016s, input_fired_time: 1.3365528584, output_fired_time: 1.4174299240, propagate_forward_time: 52.9527397156, propagate_backward_time: 84.1502075195, weight_update_time: 0.1916081607, other_time: 3.0303955078
epoch time: 16.1335906982s, input_fired_time: 0.3182537258, output_fired_time: 0.0000000000, propagate_forward_time: 15.1232414246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6920957565
validation[          , genome  6120] predictions:    9701/  10000 (97.01%), best:    9736/10000 (97.36%), error:      1013.74231, best error:       849.91095 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 138.5385284424s, input_fired_time: 1.2794228792, output_fired_time: 1.3885468245, propagate_forward_time: 52.6328773499, propagate_backward_time: 80.1716918945, weight_update_time: 0.1928543299, other_time: 3.0659942627
epoch time: 15.2560520172s, input_fired_time: 0.1918289810, output_fired_time: 0.0000000000, propagate_forward_time: 14.3384637833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7257595062
validation[          , genome  6120] predictions:    9651/  10000 (96.51%), best:    9736/10000 (97.36%), error:      1083.59705, best error:       849.91095 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 142.7048950195s, input_fired_time: 1.3147926331, output_fired_time: 1.4437009096, propagate_forward_time: 54.6689834595, propagate_backward_time: 82.1810073853, weight_update_time: 0.1924171001, other_time: 3.0964202881
epoch time: 11.1814050674s, input_fired_time: 0.1601375490, output_fired_time: 0.0000000000, propagate_forward_time: 10.4845800400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5366878510
validation[          , genome  6120] predictions:    9704/  10000 (97.04%), best:    9736/10000 (97.36%), error:       902.28113, best error:       849.91095 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 142.0838470459s, input_fired_time: 1.2790845633, output_fired_time: 1.4240665436, propagate_forward_time: 54.0647773743, propagate_backward_time: 82.2135543823, weight_update_time: 0.1919920295, other_time: 3.1023635864
epoch time: 11.7253313065s, input_fired_time: 0.1606822312, output_fired_time: 0.0000000000, propagate_forward_time: 10.9687757492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5958728790
validation[          , genome  6120] predictions:    9693/  10000 (96.93%), best:    9736/10000 (97.36%), error:      1034.98083, best error:       849.91095 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 142.1139831543s, input_fired_time: 1.3750137091, output_fired_time: 1.4539064169, propagate_forward_time: 54.0019035339, propagate_backward_time: 82.2497253418, weight_update_time: 0.1923478842, other_time: 3.0334320068
epoch time: 11.8716182709s, input_fired_time: 0.1595334858, output_fired_time: 0.0000000000, propagate_forward_time: 11.1798620224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5322227478
validation[          , genome  6120] predictions:    9688/  10000 (96.88%), best:    9736/10000 (97.36%), error:      1019.61517, best error:       849.91095 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 142.8673095703s, input_fired_time: 1.3492285013, output_fired_time: 1.4596205950, propagate_forward_time: 54.3563804626, propagate_backward_time: 82.6658630371, weight_update_time: 0.1924239993, other_time: 3.0362091064
epoch time: 18.6181755066s, input_fired_time: 0.2248831391, output_fired_time: 0.0000000000, propagate_forward_time: 17.4118347168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9814567566
validation[          , genome  6120] predictions:    9695/  10000 (96.95%), best:    9736/10000 (97.36%), error:       966.61255, best error:       849.91095 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 143.6786651611s, input_fired_time: 1.3068739176, output_fired_time: 1.5261589289, propagate_forward_time: 54.8106460571, propagate_backward_time: 82.9521713257, weight_update_time: 0.1941209137, other_time: 3.0828247070
epoch time: 11.4635076523s, input_fired_time: 0.1589699239, output_fired_time: 0.0000000000, propagate_forward_time: 10.7736101151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5309276581
validation[          , genome  6120] predictions:    9703/  10000 (97.03%), best:    9736/10000 (97.36%), error:       959.48511, best error:       849.91095 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 123.1525421143s, input_fired_time: 1.2539565563, output_fired_time: 1.3322855234, propagate_forward_time: 45.2773208618, propagate_backward_time: 72.1702575684, weight_update_time: 0.1845367253, other_time: 3.1187210083
epoch time: 13.9859409332s, input_fired_time: 0.1912064552, output_fired_time: 0.0000000000, propagate_forward_time: 13.1042327881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6905021667
validation[          , genome  6120] predictions:    9701/  10000 (97.01%), best:    9736/10000 (97.36%), error:       997.93170, best error:       849.91095 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 141.1240844727s, input_fired_time: 1.3146827221, output_fired_time: 1.4235205650, propagate_forward_time: 53.6582717896, propagate_backward_time: 81.7240829468, weight_update_time: 0.1922654063, other_time: 3.0035247803
epoch time: 11.2360029221s, input_fired_time: 0.1619183272, output_fired_time: 0.0000000000, propagate_forward_time: 10.5395631790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345211029
validation[          , genome  6120] predictions:    9685/  10000 (96.85%), best:    9736/10000 (97.36%), error:       986.88696, best error:       849.91095 on epoch:    57, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 138.5332183838s, input_fired_time: 1.2866581678, output_fired_time: 1.3983763456, propagate_forward_time: 52.6894073486, propagate_backward_time: 80.1159210205, weight_update_time: 0.2247838825, other_time: 3.0428619385
epoch time: 13.9948759079s, input_fired_time: 0.2582930028, output_fired_time: 0.0000000000, propagate_forward_time: 13.1350908279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6014919281
validation[          , genome  6120] predictions:    9696/  10000 (96.96%), best:    9736/10000 (97.36%), error:       947.33521, best error:       849.91095 on epoch:    57, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 141.5689086914s, input_fired_time: 1.3093196154, output_fired_time: 1.4069648981, propagate_forward_time: 53.7349586487, propagate_backward_time: 82.0763702393, weight_update_time: 0.1912591457, other_time: 3.0412902832
epoch time: 32.0423316956s, input_fired_time: 0.2193847448, output_fired_time: 0.0000000000, propagate_forward_time: 14.7784366608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 17.0445098877
validation[          , genome  6120] predictions:    9693/  10000 (96.93%), best:    9736/10000 (97.36%), error:       987.67023, best error:       849.91095 on epoch:    57, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 144.4285583496s, input_fired_time: 1.4065324068, output_fired_time: 1.4487099648, propagate_forward_time: 54.7966079712, propagate_backward_time: 83.6131515503, weight_update_time: 0.2242017388, other_time: 3.1635437012
epoch time: 12.5954179764s, input_fired_time: 0.1606983542, output_fired_time: 0.0000000000, propagate_forward_time: 11.7412509918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6934690475
validation[          , genome  6120] predictions:    9671/  10000 (96.71%), best:    9736/10000 (97.36%), error:      1055.91785, best error:       849.91095 on epoch:    57, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 142.5250244141s, input_fired_time: 1.3157253265, output_fired_time: 1.4187597036, propagate_forward_time: 54.1501922607, propagate_backward_time: 82.4871368408, weight_update_time: 0.2252012938, other_time: 3.1532135010
epoch time: 14.6506376266s, input_fired_time: 0.1945247948, output_fired_time: 0.0000000000, propagate_forward_time: 13.5055227280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9505901337
validation[          , genome  6120] predictions:    9715/  10000 (97.15%), best:    9736/10000 (97.36%), error:       905.08618, best error:       849.91095 on epoch:    57, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 139.0588836670s, input_fired_time: 1.3832116127, output_fired_time: 1.3885616064, propagate_forward_time: 52.7901191711, propagate_backward_time: 80.4755783081, weight_update_time: 0.1948561370, other_time: 3.0214157104
epoch time: 12.3946828842s, input_fired_time: 0.1926131397, output_fired_time: 0.0000000000, propagate_forward_time: 11.6719169617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301523209
validation[          , genome  6120] predictions:    9713/  10000 (97.13%), best:    9736/10000 (97.36%), error:       914.69086, best error:       849.91095 on epoch:    57, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 161.3349304199s, input_fired_time: 1.4710612297, output_fired_time: 1.6043694019, propagate_forward_time: 59.4180908203, propagate_backward_time: 95.3796005249, weight_update_time: 0.1950379312, other_time: 3.4618148804
epoch time: 15.1362676620s, input_fired_time: 0.2046263814, output_fired_time: 0.0000000000, propagate_forward_time: 14.0811824799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8504590988
validation[          , genome  6120] predictions:    9705/  10000 (97.05%), best:    9736/10000 (97.36%), error:       988.31775, best error:       849.91095 on epoch:    57, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 140.8808441162s, input_fired_time: 1.4052214622, output_fired_time: 1.3849270344, propagate_forward_time: 53.4205245972, propagate_backward_time: 81.6117858887, weight_update_time: 0.1927146167, other_time: 3.0583724976
epoch time: 12.8780231476s, input_fired_time: 0.2247168124, output_fired_time: 0.0000000000, propagate_forward_time: 12.0558309555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5974750519
validation[          , genome  6120] predictions:    9712/  10000 (97.12%), best:    9736/10000 (97.36%), error:       929.19281, best error:       849.91095 on epoch:    57, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 140.3646850586s, input_fired_time: 1.3482799530, output_fired_time: 1.3863272667, propagate_forward_time: 53.2942771912, propagate_backward_time: 81.2147827148, weight_update_time: 0.2240826190, other_time: 3.1210174561
epoch time: 13.3948297501s, input_fired_time: 0.1916838139, output_fired_time: 0.0000000000, propagate_forward_time: 12.5421142578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6610317230
validation[          , genome  6120] predictions:    9691/  10000 (96.91%), best:    9736/10000 (97.36%), error:       961.53400, best error:       849.91095 on epoch:    57, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 149.2122955322s, input_fired_time: 1.3925360441, output_fired_time: 1.5536147356, propagate_forward_time: 54.6576194763, propagate_backward_time: 88.3671188354, weight_update_time: 0.2253940552, other_time: 3.2414016724
epoch time: 12.0524015427s, input_fired_time: 0.1615329981, output_fired_time: 0.0000000000, propagate_forward_time: 11.2970161438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5938520432
validation[          , genome  6120] predictions:    9729/  10000 (97.29%), best:    9736/10000 (97.36%), error:       876.70288, best error:       849.91095 on epoch:    57, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 137.9598541260s, input_fired_time: 1.2830672264, output_fired_time: 1.3838436604, propagate_forward_time: 52.5222282410, propagate_backward_time: 79.7671051025, weight_update_time: 0.1918592006, other_time: 3.0036010742
epoch time: 11.9442205429s, input_fired_time: 0.1604054570, output_fired_time: 0.0000000000, propagate_forward_time: 11.1540679932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6297473907
validation[          , genome  6120] predictions:    9648/  10000 (96.48%), best:    9736/10000 (97.36%), error:      1130.99280, best error:       849.91095 on epoch:    57, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 138.5171356201s, input_fired_time: 1.3230501413, output_fired_time: 1.3979724646, propagate_forward_time: 52.6329078674, propagate_backward_time: 80.1546630859, weight_update_time: 0.1927878261, other_time: 3.0085449219
epoch time: 14.4973211288s, input_fired_time: 0.1946497709, output_fired_time: 0.0000000000, propagate_forward_time: 13.4098405838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8928308487
validation[          , genome  6120] predictions:    9725/  10000 (97.25%), best:    9736/10000 (97.36%), error:       927.17377, best error:       849.91095 on epoch:    57, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 143.8496246338s, input_fired_time: 1.3441644907, output_fired_time: 1.4406340122, propagate_forward_time: 54.6592407227, propagate_backward_time: 83.2581329346, weight_update_time: 0.1930841058, other_time: 3.1474609375
epoch time: 14.3832645416s, input_fired_time: 0.2885823846, output_fired_time: 0.0000000000, propagate_forward_time: 13.3358745575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7588071823
validation[          , genome  6120] predictions:    9709/  10000 (97.09%), best:    9736/10000 (97.36%), error:       944.91229, best error:       849.91095 on epoch:    57, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 130.8891906738s, input_fired_time: 1.2638106346, output_fired_time: 1.3879615068, propagate_forward_time: 49.0632057190, propagate_backward_time: 76.1537094116, weight_update_time: 0.2199683338, other_time: 3.0205154419
epoch time: 16.4634628296s, input_fired_time: 0.1899568737, output_fired_time: 0.0000000000, propagate_forward_time: 15.3900842667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8834218979
validation[          , genome  6120] predictions:    9675/  10000 (96.75%), best:    9736/10000 (97.36%), error:      1130.90430, best error:       849.91095 on epoch:    57, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 139.7834320068s, input_fired_time: 1.3131021261, output_fired_time: 1.4159518480, propagate_forward_time: 53.0599937439, propagate_backward_time: 80.9213714600, weight_update_time: 0.1919338852, other_time: 3.0730133057
epoch time: 14.0579099655s, input_fired_time: 0.1616353691, output_fired_time: 0.0000000000, propagate_forward_time: 13.1063642502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7899103165
validation[          , genome  6120] predictions:    9721/  10000 (97.21%), best:    9736/10000 (97.36%), error:       907.40637, best error:       849.91095 on epoch:    57, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 142.3227386475s, input_fired_time: 1.3060045242, output_fired_time: 1.4418597221, propagate_forward_time: 54.1611709595, propagate_backward_time: 82.3222045898, weight_update_time: 0.1929171085, other_time: 3.0914993286
epoch time: 11.2055482864s, input_fired_time: 0.1622604877, output_fired_time: 0.0000000000, propagate_forward_time: 10.5089807510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343074799
validation[          , genome  6120] predictions:    9727/  10000 (97.27%), best:    9736/10000 (97.36%), error:       921.00610, best error:       849.91095 on epoch:    57, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 142.3059844971s, input_fired_time: 1.2906666994, output_fired_time: 1.4174646139, propagate_forward_time: 54.1409568787, propagate_backward_time: 82.3653793335, weight_update_time: 0.1924951375, other_time: 3.0915145874
epoch time: 16.6917648315s, input_fired_time: 0.1934318841, output_fired_time: 0.0000000000, propagate_forward_time: 15.7425222397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7558107376
validation[          , genome  6120] predictions:    9694/  10000 (96.94%), best:    9736/10000 (97.36%), error:      1018.96167, best error:       849.91095 on epoch:    57, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 140.4507751465s, input_fired_time: 1.3169530630, output_fired_time: 1.4100800753, propagate_forward_time: 53.3836288452, propagate_backward_time: 81.2460479736, weight_update_time: 0.1949236244, other_time: 3.0940628052
epoch time: 11.1668920517s, input_fired_time: 0.1615334004, output_fired_time: 0.0000000000, propagate_forward_time: 10.4700260162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5353326797
validation[          , genome  6120] predictions:    9677/  10000 (96.77%), best:    9736/10000 (97.36%), error:      1044.76282, best error:       849.91095 on epoch:    57, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 147.9896697998s, input_fired_time: 1.4166628122, output_fired_time: 1.4609940052, propagate_forward_time: 55.8223724365, propagate_backward_time: 86.1267242432, weight_update_time: 0.1971334964, other_time: 3.1629180908
epoch time: 11.3201951981s, input_fired_time: 0.1636725664, output_fired_time: 0.0000000000, propagate_forward_time: 10.6126708984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5438518524
validation[          , genome  6120] predictions:    9692/  10000 (96.92%), best:    9736/10000 (97.36%), error:       928.97748, best error:       849.91095 on epoch:    57, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 138.6528625488s, input_fired_time: 1.2932293415, output_fired_time: 1.4028056860, propagate_forward_time: 52.6670989990, propagate_backward_time: 80.2430496216, weight_update_time: 0.1930056512, other_time: 3.0466842651
epoch time: 10.9681682587s, input_fired_time: 0.1602918804, output_fired_time: 0.0000000000, propagate_forward_time: 10.2771587372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5307178497
validation[          , genome  6120] predictions:    9701/  10000 (97.01%), best:    9736/10000 (97.36%), error:       951.28186, best error:       849.91095 on epoch:    57, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 138.4221191406s, input_fired_time: 1.3121830225, output_fired_time: 1.3858035803, propagate_forward_time: 52.6547012329, propagate_backward_time: 79.9340362549, weight_update_time: 0.2247899324, other_time: 3.1353988647
epoch time: 11.1893329620s, input_fired_time: 0.1623444110, output_fired_time: 0.0000000000, propagate_forward_time: 10.4914245605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5355644226
validation[          , genome  6120] predictions:    9637/  10000 (96.37%), best:    9736/10000 (97.36%), error:      1156.33667, best error:       849.91095 on epoch:    57, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 137.1659545898s, input_fired_time: 1.2841565609, output_fired_time: 1.3875774145, propagate_forward_time: 52.1309776306, propagate_backward_time: 79.3949127197, weight_update_time: 0.1924893558, other_time: 2.9683380127
epoch time: 14.5358190536s, input_fired_time: 0.1943954825, output_fired_time: 0.0000000000, propagate_forward_time: 13.6448898315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6965341568
validation[          , genome  6120] predictions:    9721/  10000 (97.21%), best:    9736/10000 (97.36%), error:       928.30273, best error:       849.91095 on epoch:    57, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 134.5518035889s, input_fired_time: 1.2632557154, output_fired_time: 1.3530274630, propagate_forward_time: 50.5489807129, propagate_backward_time: 78.3900222778, weight_update_time: 0.1899013817, other_time: 2.9965133667
epoch time: 11.7968397141s, input_fired_time: 0.1629511714, output_fired_time: 0.0000000000, propagate_forward_time: 11.1013288498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325593948
validation[          , genome  6120] predictions:    9695/  10000 (96.95%), best:    9736/10000 (97.36%), error:       994.76208, best error:       849.91095 on epoch:    57, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 139.3197784424s, input_fired_time: 1.2999881506, output_fired_time: 1.3924362659, propagate_forward_time: 52.9714546204, propagate_backward_time: 80.5764083862, weight_update_time: 0.1929283291, other_time: 3.0794906616
epoch time: 12.6951875687s, input_fired_time: 0.1610571593, output_fired_time: 0.0000000000, propagate_forward_time: 11.9059333801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281967163
validation[          , genome  6120] predictions:    9719/  10000 (97.19%), best:    9736/10000 (97.36%), error:       928.77960, best error:       849.91095 on epoch:    57, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 159.7520294189s, input_fired_time: 1.4883008003, output_fired_time: 1.5884114504, propagate_forward_time: 60.8365287781, propagate_backward_time: 92.5341873169, weight_update_time: 0.1930887103, other_time: 3.3046035767
epoch time: 14.0875606537s, input_fired_time: 0.1951395273, output_fired_time: 0.0000000000, propagate_forward_time: 13.1673183441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7251024246
validation[          , genome  6120] predictions:    9634/  10000 (96.34%), best:    9736/10000 (97.36%), error:      1181.98572, best error:       849.91095 on epoch:    57, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 140.1055908203s, input_fired_time: 1.3287855387, output_fired_time: 1.4270248413, propagate_forward_time: 53.2957572937, propagate_backward_time: 81.0459060669, weight_update_time: 0.1928177923, other_time: 3.0081253052
epoch time: 11.2746362686s, input_fired_time: 0.1653297395, output_fired_time: 0.0000000000, propagate_forward_time: 10.5693454742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399608612
validation[          , genome  6120] predictions:    9676/  10000 (96.76%), best:    9736/10000 (97.36%), error:      1033.49622, best error:       849.91095 on epoch:    57, 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: 59.1147651672s, input_fired_time: 0.7950432897, output_fired_time: 0.0000000000, propagate_forward_time: 55.4874534607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8322677612
best training[          , genome  6120] predictions:   49398/  50000 (98.80%), best:    9736/10000 (97.36%), error:      2235.98730, best error:       849.91095 on epoch:    57, 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: 15.1130266190s, input_fired_time: 0.1917353868, output_fired_time: 0.0000000000, propagate_forward_time: 14.0930624008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8282289505
   testing[          , genome  6120] predictions:    9749/  10000 (97.49%), best:    9736/10000 (97.36%), error:       804.81708, best error:       849.91095 on epoch:    57, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:32:35 (7436): called boinc_finish(0)

</stderr_txt>
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