Nameexact_genome_1512568488_44_6816_0
Workunit2605384
Created7 Dec 2017, 22:06:16 UTC
Sent7 Dec 2017, 22:16:33 UTC
Report deadline16 Dec 2017, 16:08:59 UTC
Received9 Dec 2017, 13:23:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time4 hours 39 min 46 sec
CPU time4 hours 34 min 51 sec
Validate stateValid
Credit2,186.19
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.05 MB
Peak swap size155.31 MB
Peak disk usage2.20 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
000 (97.08%), best:    9723/10000 (97.23%), error:      1005.07135, best error:       911.56439 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 149.0978088379s, input_fired_time: 1.7463301420, output_fired_time: 1.7765972614, propagate_forward_time: 58.2242431641, propagate_backward_time: 83.9901657104, weight_update_time: 0.2117159963, other_time: 3.3604812622
epoch time: 12.5399141312s, input_fired_time: 0.2175629884, output_fired_time: 0.0000000000, propagate_forward_time: 11.7228183746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5995330811
validation[          , genome  6816] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       894.19617, best error:       894.19617 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 149.3855285645s, input_fired_time: 1.7462178469, output_fired_time: 1.7806397676, propagate_forward_time: 58.5644569397, propagate_backward_time: 83.9338226318, weight_update_time: 0.2130811810, other_time: 3.3603973389
epoch time: 12.1041336060s, input_fired_time: 0.2070228457, output_fired_time: 0.0000000000, propagate_forward_time: 11.3117856979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5853252411
validation[          , genome  6816] predictions:    9725/  10000 (97.25%), best:    9719/10000 (97.19%), error:       934.35266, best error:       894.19617 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 150.1313171387s, input_fired_time: 1.7427061796, output_fired_time: 1.8007829189, propagate_forward_time: 58.7182121277, propagate_backward_time: 84.4935073853, weight_update_time: 0.2120814025, other_time: 3.3761062622
epoch time: 12.3609075546s, input_fired_time: 0.2136101872, output_fired_time: 0.0000000000, propagate_forward_time: 11.5532102585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5940866470
validation[          , genome  6816] predictions:    9726/  10000 (97.26%), best:    9719/10000 (97.19%), error:       911.67200, best error:       894.19617 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 149.5935668945s, input_fired_time: 1.7465879917, output_fired_time: 1.7896974087, propagate_forward_time: 58.4042816162, propagate_backward_time: 84.2520523071, weight_update_time: 0.2134245038, other_time: 3.4009475708
epoch time: 12.2457695007s, input_fired_time: 0.2099597156, output_fired_time: 0.0000000000, propagate_forward_time: 11.4448156357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5909938812
validation[          , genome  6816] predictions:    9730/  10000 (97.30%), best:    9719/10000 (97.19%), error:       917.60114, best error:       894.19617 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 149.4913787842s, input_fired_time: 1.7423521280, output_fired_time: 1.7932678461, propagate_forward_time: 58.4728393555, propagate_backward_time: 84.1034164429, weight_update_time: 0.2136026174, other_time: 3.3794937134
epoch time: 12.4189462662s, input_fired_time: 0.2139405757, output_fired_time: 0.0000000000, propagate_forward_time: 11.6031150818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6018905640
validation[          , genome  6816] predictions:    9708/  10000 (97.08%), best:    9719/10000 (97.19%), error:       959.58984, best error:       894.19617 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 149.8969726563s, input_fired_time: 1.7440128326, output_fired_time: 1.7892910242, propagate_forward_time: 58.6566314697, propagate_backward_time: 84.3184814453, weight_update_time: 0.2153339982, other_time: 3.3885498047
epoch time: 12.6873826981s, input_fired_time: 0.2186834961, output_fired_time: 0.0000000000, propagate_forward_time: 11.8620615005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6066379547
validation[          , genome  6816] predictions:    9737/  10000 (97.37%), best:    9719/10000 (97.19%), error:       903.57184, best error:       894.19617 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 149.5853271484s, input_fired_time: 1.7425915003, output_fired_time: 1.7865072489, propagate_forward_time: 58.6440010071, propagate_backward_time: 84.0189208984, weight_update_time: 0.2138698399, other_time: 3.3933105469
epoch time: 12.6789503098s, input_fired_time: 0.2174788266, output_fired_time: 0.0000000000, propagate_forward_time: 11.8561429977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6053285599
validation[          , genome  6816] predictions:    9745/  10000 (97.45%), best:    9719/10000 (97.19%), error:       895.80518, best error:       894.19617 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 150.1495361328s, input_fired_time: 1.7517837286, output_fired_time: 1.7999356985, propagate_forward_time: 58.7438240051, propagate_backward_time: 84.4481658936, weight_update_time: 0.2167095542, other_time: 3.4058227539
epoch time: 12.7057399750s, input_fired_time: 0.2208390385, output_fired_time: 0.0000000000, propagate_forward_time: 11.8711318970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6137685776
validation[          , genome  6816] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       863.19421, best error:       863.19421 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 151.1355743408s, input_fired_time: 1.7553641796, output_fired_time: 1.8108863831, propagate_forward_time: 59.1604118347, propagate_backward_time: 85.0038909912, weight_update_time: 0.2158125043, other_time: 3.4050140381
epoch time: 12.7724256516s, input_fired_time: 0.2191001922, output_fired_time: 0.0000000000, propagate_forward_time: 11.9392700195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6140556335
validation[          , genome  6816] predictions:    9689/  10000 (96.89%), best:    9748/10000 (97.48%), error:      1000.79364, best error:       863.19421 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 149.8460845947s, input_fired_time: 1.7495772839, output_fired_time: 1.7955019474, propagate_forward_time: 58.5475616455, propagate_backward_time: 84.3611221313, weight_update_time: 0.2137317061, other_time: 3.3923263550
epoch time: 12.6390647888s, input_fired_time: 0.2195457667, output_fired_time: 0.0000000000, propagate_forward_time: 11.8101062775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6094131470
validation[          , genome  6816] predictions:    9739/  10000 (97.39%), best:    9748/10000 (97.48%), error:       873.20667, best error:       863.19421 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 149.6926879883s, input_fired_time: 1.7519431114, output_fired_time: 1.7856838703, propagate_forward_time: 58.4505500793, propagate_backward_time: 84.3166809082, weight_update_time: 0.2117736936, other_time: 3.3878326416
epoch time: 12.5617837906s, input_fired_time: 0.2162470371, output_fired_time: 0.0000000000, propagate_forward_time: 11.7359714508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6095657349
validation[          , genome  6816] predictions:    9710/  10000 (97.10%), best:    9748/10000 (97.48%), error:       949.35651, best error:       863.19421 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 149.9540405273s, input_fired_time: 1.7560683489, output_fired_time: 1.7782199383, propagate_forward_time: 58.7417755127, propagate_backward_time: 84.2737197876, weight_update_time: 0.2174507678, other_time: 3.4042587280
epoch time: 12.7999210358s, input_fired_time: 0.2213710099, output_fired_time: 0.0000000000, propagate_forward_time: 11.9679355621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6106147766
validation[          , genome  6816] predictions:    9692/  10000 (96.92%), best:    9748/10000 (97.48%), error:      1051.63538, best error:       863.19421 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 150.6611480713s, input_fired_time: 1.7553598881, output_fired_time: 1.7928035259, propagate_forward_time: 58.8415870667, propagate_backward_time: 84.8702545166, weight_update_time: 0.2146051079, other_time: 3.4011535645
epoch time: 12.0892362595s, input_fired_time: 0.2147418261, output_fired_time: 0.0000000000, propagate_forward_time: 11.2859716415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5885229111
validation[          , genome  6816] predictions:    9733/  10000 (97.33%), best:    9748/10000 (97.48%), error:       884.18042, best error:       863.19421 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 149.2472839355s, input_fired_time: 1.7614523172, output_fired_time: 1.7846647501, propagate_forward_time: 58.4764671326, propagate_backward_time: 83.8249435425, weight_update_time: 0.2124958038, other_time: 3.3997421265
epoch time: 12.5106096268s, input_fired_time: 0.2193592638, output_fired_time: 0.0000000000, propagate_forward_time: 11.6883144379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6029357910
validation[          , genome  6816] predictions:    9696/  10000 (96.96%), best:    9748/10000 (97.48%), error:       950.38611, best error:       863.19421 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 150.3347473145s, input_fired_time: 1.7578247786, output_fired_time: 1.7778906822, propagate_forward_time: 58.7610282898, propagate_backward_time: 84.6408157349, weight_update_time: 0.2186256349, other_time: 3.3971786499
epoch time: 12.7128839493s, input_fired_time: 0.2208507359, output_fired_time: 0.0000000000, propagate_forward_time: 11.8822078705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6098251343
validation[          , genome  6816] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       803.54675, best error:       803.54675 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 148.9363250732s, input_fired_time: 1.7643785477, output_fired_time: 1.7984963655, propagate_forward_time: 58.1410140991, propagate_backward_time: 83.8443832397, weight_update_time: 0.2145828009, other_time: 3.3880615234
epoch time: 12.4641065598s, input_fired_time: 0.2163515687, output_fired_time: 0.0000000000, propagate_forward_time: 11.6499872208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5977678299
validation[          , genome  6816] predictions:    9646/  10000 (96.46%), best:    9758/10000 (97.58%), error:      1096.32898, best error:       803.54675 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 150.3303070068s, input_fired_time: 1.7641347647, output_fired_time: 1.7976180315, propagate_forward_time: 58.6875114441, propagate_backward_time: 84.6896362305, weight_update_time: 0.2143940330, other_time: 3.3914031982
epoch time: 12.1328058243s, input_fired_time: 0.2120289505, output_fired_time: 0.0000000000, propagate_forward_time: 11.3220252991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5987520218
validation[          , genome  6816] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       785.77789, best error:       785.77789 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 149.6703948975s, input_fired_time: 1.7527235746, output_fired_time: 1.7874771357, propagate_forward_time: 58.6020545959, propagate_backward_time: 84.1259689331, weight_update_time: 0.2136408836, other_time: 3.4021835327
epoch time: 12.0391807556s, input_fired_time: 0.2096164674, output_fired_time: 0.0000000000, propagate_forward_time: 11.2290468216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6005172729
validation[          , genome  6816] predictions:    9749/  10000 (97.49%), best:    9767/10000 (97.67%), error:       840.05652, best error:       785.77789 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 149.2658081055s, input_fired_time: 1.7508487701, output_fired_time: 1.7878144979, propagate_forward_time: 58.1365852356, propagate_backward_time: 84.2228012085, weight_update_time: 0.2110512406, other_time: 3.3677597046
epoch time: 12.5421733856s, input_fired_time: 0.2184422016, output_fired_time: 0.0000000000, propagate_forward_time: 11.7243318558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5993995667
validation[          , genome  6816] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       853.90674, best error:       785.77789 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 148.4034881592s, input_fired_time: 1.7430239916, output_fired_time: 1.7900440693, propagate_forward_time: 58.0115928650, propagate_backward_time: 83.4866638184, weight_update_time: 0.2120084614, other_time: 3.3721618652
epoch time: 12.5428819656s, input_fired_time: 0.2179706991, output_fired_time: 0.0000000000, propagate_forward_time: 11.7220563889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6028547287
validation[          , genome  6816] predictions:    9722/  10000 (97.22%), best:    9767/10000 (97.67%), error:       906.27771, best error:       785.77789 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 149.5362396240s, input_fired_time: 1.7534608841, output_fired_time: 1.7831879854, propagate_forward_time: 58.3802871704, propagate_backward_time: 84.2427825928, weight_update_time: 0.2134139240, other_time: 3.3765182495
epoch time: 12.3815498352s, input_fired_time: 0.2159002125, output_fired_time: 0.0000000000, propagate_forward_time: 11.5694150925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5962343216
validation[          , genome  6816] predictions:    9735/  10000 (97.35%), best:    9767/10000 (97.67%), error:       875.55377, best error:       785.77789 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 150.6942138672s, input_fired_time: 1.7680352926, output_fired_time: 1.7958331108, propagate_forward_time: 58.8458900452, propagate_backward_time: 84.9128646851, weight_update_time: 0.2154274136, other_time: 3.3715896606
epoch time: 12.7394170761s, input_fired_time: 0.2179734111, output_fired_time: 0.0000000000, propagate_forward_time: 11.9215431213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5999002457
validation[          , genome  6816] predictions:    9707/  10000 (97.07%), best:    9767/10000 (97.67%), error:       961.75403, best error:       785.77789 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 150.4381408691s, input_fired_time: 1.7525219917, output_fired_time: 1.7974637747, propagate_forward_time: 58.9214706421, propagate_backward_time: 84.5879287720, weight_update_time: 0.2175518423, other_time: 3.3787536621
epoch time: 12.2352142334s, input_fired_time: 0.2166245431, output_fired_time: 0.0000000000, propagate_forward_time: 11.4119844437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6066055298
validation[          , genome  6816] predictions:    9603/  10000 (96.03%), best:    9767/10000 (97.67%), error:      1263.50952, best error:       785.77789 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 150.2998962402s, input_fired_time: 1.7637742758, output_fired_time: 1.8021116257, propagate_forward_time: 58.8421478271, propagate_backward_time: 84.5068359375, weight_update_time: 0.2125715613, other_time: 3.3850250244
epoch time: 12.4342861176s, input_fired_time: 0.2156010121, output_fired_time: 0.0000000000, propagate_forward_time: 11.6140537262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6046314240
validation[          , genome  6816] predictions:    9648/  10000 (96.48%), best:    9767/10000 (97.67%), error:      1196.01770, best error:       785.77789 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 149.2657165527s, input_fired_time: 1.7545570135, output_fired_time: 1.7825988531, propagate_forward_time: 58.3653030396, propagate_backward_time: 84.0211486816, weight_update_time: 0.2091219574, other_time: 3.3421096802
epoch time: 12.7203369141s, input_fired_time: 0.2247860432, output_fired_time: 0.0000000000, propagate_forward_time: 11.8994131088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5961380005
validation[          , genome  6816] predictions:    9659/  10000 (96.59%), best:    9767/10000 (97.67%), error:      1087.37878, best error:       785.77789 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 149.0838317871s, input_fired_time: 1.7674950361, output_fired_time: 1.7832304239, propagate_forward_time: 58.2042427063, propagate_backward_time: 83.9124526978, weight_update_time: 0.2160796523, other_time: 3.4164047241
epoch time: 12.5280065536s, input_fired_time: 0.2189969420, output_fired_time: 0.0000000000, propagate_forward_time: 11.6985826492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6104269028
validation[          , genome  6816] predictions:    9729/  10000 (97.29%), best:    9767/10000 (97.67%), error:       871.43335, best error:       785.77789 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 148.9867553711s, input_fired_time: 1.7700309753, output_fired_time: 1.7832074165, propagate_forward_time: 58.2602882385, propagate_backward_time: 83.7934570313, weight_update_time: 0.2121352702, other_time: 3.3797760010
epoch time: 12.4312000275s, input_fired_time: 0.2181016356, output_fired_time: 0.0000000000, propagate_forward_time: 11.6111021042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6019964218
validation[          , genome  6816] predictions:    9700/  10000 (97.00%), best:    9767/10000 (97.67%), error:       986.25702, best error:       785.77789 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 150.5468902588s, input_fired_time: 1.7693949938, output_fired_time: 1.8031376600, propagate_forward_time: 58.7214775085, propagate_backward_time: 84.8666992188, weight_update_time: 0.2173710316, other_time: 3.3861846924
epoch time: 12.5449008942s, input_fired_time: 0.2209161371, output_fired_time: 0.0000000000, propagate_forward_time: 11.7185840607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6054010391
validation[          , genome  6816] predictions:    9697/  10000 (96.97%), best:    9767/10000 (97.67%), error:      1046.06226, best error:       785.77789 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 150.5538787842s, input_fired_time: 1.7771278620, output_fired_time: 1.7904161215, propagate_forward_time: 58.9190521240, propagate_backward_time: 84.6804733276, weight_update_time: 0.2145142704, other_time: 3.3868026733
epoch time: 12.8312730789s, input_fired_time: 0.2237167507, output_fired_time: 0.0000000000, propagate_forward_time: 12.0081653595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5993909836
validation[          , genome  6816] predictions:    9740/  10000 (97.40%), best:    9767/10000 (97.67%), error:       860.59735, best error:       785.77789 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 149.8999176025s, input_fired_time: 1.7699487209, output_fired_time: 1.7814197540, propagate_forward_time: 58.3043251038, propagate_backward_time: 84.6663513184, weight_update_time: 0.2151839137, other_time: 3.3778839111
epoch time: 12.1626367569s, input_fired_time: 0.2169619501, output_fired_time: 0.0000000000, propagate_forward_time: 11.3559656143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5897092819
validation[          , genome  6816] predictions:    9710/  10000 (97.10%), best:    9767/10000 (97.67%), error:      1003.19403, best error:       785.77789 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 150.7188873291s, input_fired_time: 1.7793911695, output_fired_time: 1.8002560139, propagate_forward_time: 58.9428329468, propagate_backward_time: 84.8089294434, weight_update_time: 0.2150369436, other_time: 3.3874740601
epoch time: 12.0951232910s, input_fired_time: 0.2175958902, output_fired_time: 0.0000000000, propagate_forward_time: 11.2858123779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5917148590
validation[          , genome  6816] predictions:    9714/  10000 (97.14%), best:    9767/10000 (97.67%), error:       929.61725, best error:       785.77789 on epoch:    31, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 150.4198303223s, input_fired_time: 1.7885776758, output_fired_time: 1.7842009068, propagate_forward_time: 59.0283775330, propagate_backward_time: 84.4086608887, weight_update_time: 0.2142520845, other_time: 3.4100189209
epoch time: 12.4428024292s, input_fired_time: 0.2256759554, output_fired_time: 0.0000000000, propagate_forward_time: 11.6026353836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6144914627
validation[          , genome  6816] predictions:    9747/  10000 (97.47%), best:    9767/10000 (97.67%), error:       862.89923, best error:       785.77789 on epoch:    31, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 148.6998901367s, input_fired_time: 1.7778270245, output_fired_time: 1.7698116302, propagate_forward_time: 58.1636123657, propagate_backward_time: 83.6306457520, weight_update_time: 0.2149381787, other_time: 3.3579940796
epoch time: 12.4616870880s, input_fired_time: 0.2242883146, output_fired_time: 0.0000000000, propagate_forward_time: 11.6285552979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6088438034
validation[          , genome  6816] predictions:    9730/  10000 (97.30%), best:    9767/10000 (97.67%), error:       889.54865, best error:       785.77789 on epoch:    31, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 148.2655792236s, input_fired_time: 1.7826005220, output_fired_time: 1.7755403519, propagate_forward_time: 58.2078361511, propagate_backward_time: 83.1329727173, weight_update_time: 0.2129822969, other_time: 3.3666152954
epoch time: 12.6902065277s, input_fired_time: 0.2259408385, output_fired_time: 0.0000000000, propagate_forward_time: 11.8615627289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6027030945
validation[          , genome  6816] predictions:    9698/  10000 (96.98%), best:    9767/10000 (97.67%), error:       963.32489, best error:       785.77789 on epoch:    31, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 149.5610809326s, input_fired_time: 1.7835674286, output_fired_time: 1.7878540754, propagate_forward_time: 58.5685424805, propagate_backward_time: 84.0546340942, weight_update_time: 0.2153326124, other_time: 3.3664779663
epoch time: 12.7337818146s, input_fired_time: 0.2224501669, output_fired_time: 0.0000000000, propagate_forward_time: 11.9060773849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6052541733
validation[          , genome  6816] predictions:    9710/  10000 (97.10%), best:    9767/10000 (97.67%), error:       972.33887, best error:       785.77789 on epoch:    31, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 149.6745452881s, input_fired_time: 1.7818441391, output_fired_time: 1.7912380695, propagate_forward_time: 58.5612525940, propagate_backward_time: 84.1669082642, weight_update_time: 0.2130759805, other_time: 3.3732986450
epoch time: 12.3916311264s, input_fired_time: 0.2211845517, output_fired_time: 0.0000000000, propagate_forward_time: 11.5751190186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5953273773
validation[          , genome  6816] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       829.77264, best error:       785.77789 on epoch:    31, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 149.6759033203s, input_fired_time: 1.7885231972, output_fired_time: 1.7863159180, propagate_forward_time: 58.5822639465, propagate_backward_time: 84.1503372192, weight_update_time: 0.2129921317, other_time: 3.3684616089
epoch time: 12.8579912186s, input_fired_time: 0.2256560177, output_fired_time: 0.0000000000, propagate_forward_time: 12.0284061432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6039295197
validation[          , genome  6816] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       881.13043, best error:       785.77789 on epoch:    31, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 149.6900787354s, input_fired_time: 1.7788821459, output_fired_time: 1.7913993597, propagate_forward_time: 58.5077896118, propagate_backward_time: 84.2471542358, weight_update_time: 0.2125528008, other_time: 3.3648529053
epoch time: 12.7136373520s, input_fired_time: 0.2232568711, output_fired_time: 0.0000000000, propagate_forward_time: 11.8901271820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6002531052
validation[          , genome  6816] predictions:    9717/  10000 (97.17%), best:    9767/10000 (97.67%), error:       893.56555, best error:       785.77789 on epoch:    31, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 150.3293457031s, input_fired_time: 1.7876884937, output_fired_time: 1.7860904932, propagate_forward_time: 58.9136962891, propagate_backward_time: 84.4609298706, weight_update_time: 0.2176560313, other_time: 3.3809432983
epoch time: 12.6487903595s, input_fired_time: 0.2228953838, output_fired_time: 0.0000000000, propagate_forward_time: 11.8244447708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6014499664
validation[          , genome  6816] predictions:    9730/  10000 (97.30%), best:    9767/10000 (97.67%), error:       909.87750, best error:       785.77789 on epoch:    31, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 150.5270843506s, input_fired_time: 1.7902483940, output_fired_time: 1.8014911413, propagate_forward_time: 58.9344291687, propagate_backward_time: 84.6308975220, weight_update_time: 0.2121998370, other_time: 3.3700027466
epoch time: 12.5248432159s, input_fired_time: 0.2228530645, output_fired_time: 0.0000000000, propagate_forward_time: 11.7077407837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5942497253
validation[          , genome  6816] predictions:    9696/  10000 (96.96%), best:    9767/10000 (97.67%), error:      1020.43604, best error:       785.77789 on epoch:    31, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 150.3153076172s, input_fired_time: 1.7944719791, output_fired_time: 1.7832570076, propagate_forward_time: 58.7988471985, propagate_backward_time: 84.5512542725, weight_update_time: 0.2151995450, other_time: 3.3874664307
epoch time: 12.5877046585s, input_fired_time: 0.2209922522, output_fired_time: 0.0000000000, propagate_forward_time: 11.7674589157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5992536545
validation[          , genome  6816] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       861.45392, best error:       785.77789 on epoch:    31, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 150.1003265381s, input_fired_time: 1.7879344225, output_fired_time: 1.7868670225, propagate_forward_time: 58.7665481567, propagate_backward_time: 84.3852081299, weight_update_time: 0.2142173499, other_time: 3.3737716675
epoch time: 12.2622509003s, input_fired_time: 0.2224274874, output_fired_time: 0.0000000000, propagate_forward_time: 11.4353418350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6044816971
validation[          , genome  6816] predictions:    9707/  10000 (97.07%), best:    9767/10000 (97.67%), error:       951.74994, best error:       785.77789 on epoch:    31, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 150.2966156006s, input_fired_time: 1.7923009396, output_fired_time: 1.7920699120, propagate_forward_time: 58.8717231750, propagate_backward_time: 84.4708480835, weight_update_time: 0.2121775895, other_time: 3.3696823120
epoch time: 12.8297910690s, input_fired_time: 0.2281662375, output_fired_time: 0.0000000000, propagate_forward_time: 11.9970979691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6045265198
validation[          , genome  6816] predictions:    9742/  10000 (97.42%), best:    9767/10000 (97.67%), error:       890.28955, best error:       785.77789 on epoch:    31, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 148.5366058350s, input_fired_time: 1.7645434141, output_fired_time: 1.7737612724, propagate_forward_time: 57.9514312744, propagate_backward_time: 83.7111053467, weight_update_time: 0.2111878991, other_time: 3.3357696533
epoch time: 12.5673999786s, input_fired_time: 0.2262008786, output_fired_time: 0.0000000000, propagate_forward_time: 11.7371959686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6040029526
validation[          , genome  6816] predictions:    9747/  10000 (97.47%), best:    9767/10000 (97.67%), error:       871.75702, best error:       785.77789 on epoch:    31, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 146.2434844971s, input_fired_time: 1.7532407045, output_fired_time: 1.7594351768, propagate_forward_time: 57.0696525574, propagate_backward_time: 82.3500289917, weight_update_time: 0.2089401484, other_time: 3.3111343384
epoch time: 12.6048517227s, input_fired_time: 0.2255156487, output_fired_time: 0.0000000000, propagate_forward_time: 11.7733526230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6059837341
validation[          , genome  6816] predictions:    9734/  10000 (97.34%), best:    9767/10000 (97.67%), error:       922.50598, best error:       785.77789 on epoch:    31, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 151.1708679199s, input_fired_time: 1.8034995794, output_fired_time: 1.8078360558, propagate_forward_time: 59.0031318665, propagate_backward_time: 85.1653594971, weight_update_time: 0.2152550370, other_time: 3.3910522461
epoch time: 12.8987350464s, input_fired_time: 0.2264452875, output_fired_time: 0.0000000000, propagate_forward_time: 12.0729293823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5993604660
validation[          , genome  6816] predictions:    9736/  10000 (97.36%), best:    9767/10000 (97.67%), error:       876.55145, best error:       785.77789 on epoch:    31, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 150.0068206787s, input_fired_time: 1.7847356796, output_fired_time: 1.7822800875, propagate_forward_time: 58.6599464417, propagate_backward_time: 84.4054031372, weight_update_time: 0.2143456340, other_time: 3.3744583130
epoch time: 12.5592784882s, input_fired_time: 0.2281725258, output_fired_time: 0.0000000000, propagate_forward_time: 11.7186794281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6124267578
validation[          , genome  6816] predictions:    9742/  10000 (97.42%), best:    9767/10000 (97.67%), error:       856.01971, best error:       785.77789 on epoch:    31, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 149.0535278320s, input_fired_time: 1.7905174494, output_fired_time: 1.7779299021, propagate_forward_time: 58.2447280884, propagate_backward_time: 83.8903198242, weight_update_time: 0.2123439908, other_time: 3.3500442505
epoch time: 12.7937431335s, input_fired_time: 0.2275843769, output_fired_time: 0.0000000000, propagate_forward_time: 11.9595727921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6065855026
validation[          , genome  6816] predictions:    9718/  10000 (97.18%), best:    9767/10000 (97.67%), error:       882.53955, best error:       785.77789 on epoch:    31, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 149.2276916504s, input_fired_time: 1.7861133814, output_fired_time: 1.7943254709, propagate_forward_time: 58.3548889160, propagate_backward_time: 83.9107208252, weight_update_time: 0.2120126337, other_time: 3.3816375732
epoch time: 12.6969118118s, input_fired_time: 0.2265334278, output_fired_time: 0.0000000000, propagate_forward_time: 11.8546848297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6156930923
validation[          , genome  6816] predictions:    9760/  10000 (97.60%), best:    9767/10000 (97.67%), error:       829.91888, best error:       785.77789 on epoch:    31, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 150.6267242432s, input_fired_time: 1.8045188189, output_fired_time: 1.8067060709, propagate_forward_time: 58.9330711365, propagate_backward_time: 84.7042083740, weight_update_time: 0.2128278613, other_time: 3.3782196045
epoch time: 12.6269998550s, input_fired_time: 0.2267328501, output_fired_time: 0.0000000000, propagate_forward_time: 11.8027038574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5975627899
validation[          , genome  6816] predictions:    9727/  10000 (97.27%), best:    9767/10000 (97.67%), error:       854.69995, best error:       785.77789 on epoch:    31, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 150.1393890381s, input_fired_time: 1.7946095467, output_fired_time: 1.7883388996, propagate_forward_time: 58.5698204041, propagate_backward_time: 84.6036224365, weight_update_time: 0.2164869159, other_time: 3.3829803467
epoch time: 12.2941188812s, input_fired_time: 0.2237153798, output_fired_time: 0.0000000000, propagate_forward_time: 11.4776363373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5927667618
validation[          , genome  6816] predictions:    9687/  10000 (96.87%), best:    9767/10000 (97.67%), error:      1009.64935, best error:       785.77789 on epoch:    31, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 149.3169097900s, input_fired_time: 1.7916293144, output_fired_time: 1.7832589149, propagate_forward_time: 58.3407020569, propagate_backward_time: 84.0276107788, weight_update_time: 0.2131739259, other_time: 3.3737106323
epoch time: 12.2981052399s, input_fired_time: 0.2198748142, output_fired_time: 0.0000000000, propagate_forward_time: 11.4855155945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5927152634
validation[          , genome  6816] predictions:    9740/  10000 (97.40%), best:    9767/10000 (97.67%), error:       829.92651, best error:       785.77789 on epoch:    31, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 149.9491424561s, input_fired_time: 1.7959756851, output_fired_time: 1.7983500957, propagate_forward_time: 58.5241279602, propagate_backward_time: 84.4442062378, weight_update_time: 0.2145940214, other_time: 3.3864822388
epoch time: 12.7459640503s, input_fired_time: 0.2262885273, output_fired_time: 0.0000000000, propagate_forward_time: 11.9169168472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6027584076
validation[          , genome  6816] predictions:    9666/  10000 (96.66%), best:    9767/10000 (97.67%), error:      1103.89465, best error:       785.77789 on epoch:    31, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 150.8368835449s, input_fired_time: 1.7946945429, output_fired_time: 1.8002903461, propagate_forward_time: 58.9870185852, propagate_backward_time: 84.8690795898, weight_update_time: 0.2143540680, other_time: 3.3858032227
epoch time: 12.3671188354s, input_fired_time: 0.2236423343, output_fired_time: 0.0000000000, propagate_forward_time: 11.5564765930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5869998932
validation[          , genome  6816] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       867.48663, best error:       785.77789 on epoch:    31, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 149.2824859619s, input_fired_time: 1.7956863642, output_fired_time: 1.7743867636, propagate_forward_time: 58.3532180786, propagate_backward_time: 83.9814071655, weight_update_time: 0.2128039002, other_time: 3.3777923584
epoch time: 12.5692300797s, input_fired_time: 0.2270413339, output_fired_time: 0.0000000000, propagate_forward_time: 11.7380628586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6041259766
validation[          , genome  6816] predictions:    9739/  10000 (97.39%), best:    9767/10000 (97.67%), error:       866.52856, best error:       785.77789 on epoch:    31, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 151.0234527588s, input_fired_time: 1.7976721525, output_fired_time: 1.8054164648, propagate_forward_time: 59.1144409180, propagate_backward_time: 84.9401245117, weight_update_time: 0.2152893096, other_time: 3.3657989502
epoch time: 12.6572380066s, input_fired_time: 0.2229986191, output_fired_time: 0.0000000000, propagate_forward_time: 11.8413457870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5928936005
validation[          , genome  6816] predictions:    9708/  10000 (97.08%), best:    9767/10000 (97.67%), error:       917.79169, best error:       785.77789 on epoch:    31, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 148.9291076660s, input_fired_time: 1.7848067284, output_fired_time: 1.7782362700, propagate_forward_time: 58.2647972107, propagate_backward_time: 83.7498016357, weight_update_time: 0.2135532051, other_time: 3.3514709473
epoch time: 12.0708017349s, input_fired_time: 0.2208733857, output_fired_time: 0.0000000000, propagate_forward_time: 11.2492866516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6006412506
validation[          , genome  6816] predictions:    9728/  10000 (97.28%), best:    9767/10000 (97.67%), error:       877.68665, best error:       785.77789 on epoch:    31, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 149.6186065674s, input_fired_time: 1.7875440121, output_fired_time: 1.7843180895, propagate_forward_time: 58.5145034790, propagate_backward_time: 84.1646194458, weight_update_time: 0.2163349986, other_time: 3.3676300049
epoch time: 12.4707698822s, input_fired_time: 0.2228833437, output_fired_time: 0.0000000000, propagate_forward_time: 11.6488227844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5990638733
validation[          , genome  6816] predictions:    9718/  10000 (97.18%), best:    9767/10000 (97.67%), error:       960.20044, best error:       785.77789 on epoch:    31, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 148.3784484863s, input_fired_time: 1.7742415667, output_fired_time: 1.7675975561, propagate_forward_time: 57.9859352112, propagate_backward_time: 83.4869689941, weight_update_time: 0.2104948312, other_time: 3.3637084961
epoch time: 12.6068010330s, input_fired_time: 0.2237955332, output_fired_time: 0.0000000000, propagate_forward_time: 11.7735662460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6094388962
validation[          , genome  6816] predictions:    9746/  10000 (97.46%), best:    9767/10000 (97.67%), error:       868.45947, best error:       785.77789 on epoch:    31, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 150.2977447510s, input_fired_time: 1.7983472347, output_fired_time: 1.7978061438, propagate_forward_time: 58.8336296082, propagate_backward_time: 84.4833831787, weight_update_time: 0.2141687721, other_time: 3.3845825195
epoch time: 12.5567522049s, input_fired_time: 0.2267867178, output_fired_time: 0.0000000000, propagate_forward_time: 11.7278499603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6021156311
validation[          , genome  6816] predictions:    9754/  10000 (97.54%), best:    9767/10000 (97.67%), error:       823.53827, best error:       785.77789 on epoch:    31, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 149.7251586914s, input_fired_time: 1.7913026810, output_fired_time: 1.7854818106, propagate_forward_time: 58.5160064697, propagate_backward_time: 84.2689895630, weight_update_time: 0.2119359225, other_time: 3.3633804321
epoch time: 12.4360923767s, input_fired_time: 0.2269790918, output_fired_time: 0.0000000000, propagate_forward_time: 11.5989856720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6101274490
validation[          , genome  6816] predictions:    9734/  10000 (97.34%), best:    9767/10000 (97.67%), error:       874.97577, best error:       785.77789 on epoch:    31, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 150.2469635010s, input_fired_time: 1.8072253466, output_fired_time: 1.7914704084, propagate_forward_time: 58.7341575623, propagate_backward_time: 84.5183181763, weight_update_time: 0.2129307985, other_time: 3.3957901001
epoch time: 12.6075391769s, input_fired_time: 0.2303539515, output_fired_time: 0.0000000000, propagate_forward_time: 11.7686204910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6085643768
validation[          , genome  6816] predictions:    9693/  10000 (96.93%), best:    9767/10000 (97.67%), error:      1019.21790, best error:       785.77789 on epoch:    31, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 150.3973541260s, input_fired_time: 1.7978919744, output_fired_time: 1.7964167595, propagate_forward_time: 58.9537696838, propagate_backward_time: 84.4721527100, weight_update_time: 0.2127233297, other_time: 3.3771209717
epoch time: 12.5927095413s, input_fired_time: 0.2271842808, output_fired_time: 0.0000000000, propagate_forward_time: 11.7595491409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6059761047
validation[          , genome  6816] predictions:    9762/  10000 (97.62%), best:    9767/10000 (97.67%), error:       855.21252, best error:       785.77789 on epoch:    31, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 150.4042968750s, input_fired_time: 1.7971467972, output_fired_time: 1.7906743288, propagate_forward_time: 58.8885307312, propagate_backward_time: 84.5415039063, weight_update_time: 0.2143936306, other_time: 3.3864288330
epoch time: 12.7465600967s, input_fired_time: 0.2298326492, output_fired_time: 0.0000000000, propagate_forward_time: 11.9081945419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6085329056
validation[          , genome  6816] predictions:    9750/  10000 (97.50%), best:    9767/10000 (97.67%), error:       830.68103, best error:       785.77789 on epoch:    31, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 150.6725158691s, input_fired_time: 1.8050202131, output_fired_time: 1.7808698416, propagate_forward_time: 58.9550285339, propagate_backward_time: 84.7691345215, weight_update_time: 0.2160316259, other_time: 3.3624572754
epoch time: 12.4837007523s, input_fired_time: 0.2250339389, output_fired_time: 0.0000000000, propagate_forward_time: 11.6692628860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5894041061
validation[          , genome  6816] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       788.11206, best error:       785.77789 on epoch:    31, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 150.5761108398s, input_fired_time: 1.8106898069, output_fired_time: 1.8035022020, propagate_forward_time: 58.8417091370, propagate_backward_time: 84.7235412598, weight_update_time: 0.2143260241, other_time: 3.3966827393
epoch time: 12.7716016769s, input_fired_time: 0.2293451875, output_fired_time: 0.0000000000, propagate_forward_time: 11.9427890778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5994672775
validation[          , genome  6816] predictions:    9697/  10000 (96.97%), best:    9767/10000 (97.67%), error:      1026.84399, best error:       785.77789 on epoch:    31, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 150.3315734863s, input_fired_time: 1.8042452335, output_fired_time: 1.7879302502, propagate_forward_time: 58.7826576233, propagate_backward_time: 84.5810165405, weight_update_time: 0.2125235498, other_time: 3.3757247925
epoch time: 12.5568799973s, input_fired_time: 0.2281641364, output_fired_time: 0.0000000000, propagate_forward_time: 11.7274990082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6012172699
validation[          , genome  6816] predictions:    9714/  10000 (97.14%), best:    9767/10000 (97.67%), error:       930.79681, best error:       785.77789 on epoch:    31, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 148.6578369141s, input_fired_time: 1.7882391214, output_fired_time: 1.7747734785, propagate_forward_time: 58.4242362976, propagate_backward_time: 83.3298568726, weight_update_time: 0.2078833580, other_time: 3.3407211304
epoch time: 12.6751470566s, input_fired_time: 0.2304233313, output_fired_time: 0.0000000000, propagate_forward_time: 11.8481969833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5965270996
validation[          , genome  6816] predictions:    9733/  10000 (97.33%), best:    9767/10000 (97.67%), error:       873.46222, best error:       785.77789 on epoch:    31, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 149.9912261963s, input_fired_time: 1.7932171822, output_fired_time: 1.7887589931, propagate_forward_time: 58.7846260071, propagate_backward_time: 84.2550964355, weight_update_time: 0.2125052959, other_time: 3.3695373535
epoch time: 12.7859134674s, input_fired_time: 0.2329017222, output_fired_time: 0.0000000000, propagate_forward_time: 11.9540576935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5989542007
validation[          , genome  6816] predictions:    9685/  10000 (96.85%), best:    9767/10000 (97.67%), error:      1051.26672, best error:       785.77789 on epoch:    31, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 150.3798675537s, input_fired_time: 1.8022241592, output_fired_time: 1.7900483608, propagate_forward_time: 58.8702201843, propagate_backward_time: 84.5341644287, weight_update_time: 0.2152275145, other_time: 3.3831939697
epoch time: 12.6908626556s, input_fired_time: 0.2273449749, output_fired_time: 0.0000000000, propagate_forward_time: 11.8571462631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6063718796
validation[          , genome  6816] predictions:    9730/  10000 (97.30%), best:    9767/10000 (97.67%), error:       865.01416, best error:       785.77789 on epoch:    31, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 149.1035308838s, input_fired_time: 1.7960666418, output_fired_time: 1.7800796032, propagate_forward_time: 58.2190399170, propagate_backward_time: 83.9540710449, weight_update_time: 0.2141185254, other_time: 3.3542785645
epoch time: 12.5645484924s, input_fired_time: 0.2272092402, output_fired_time: 0.0000000000, propagate_forward_time: 11.7373104095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6000289917
validation[          , genome  6816] predictions:    9715/  10000 (97.15%), best:    9767/10000 (97.67%), error:       915.50928, best error:       785.77789 on epoch:    31, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 151.3617248535s, input_fired_time: 1.8140250444, output_fired_time: 1.7872880697, propagate_forward_time: 59.2591094971, propagate_backward_time: 85.1379089355, weight_update_time: 0.2181792110, other_time: 3.3633880615
epoch time: 12.6330165863s, input_fired_time: 0.2277576625, output_fired_time: 0.0000000000, propagate_forward_time: 11.8095655441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956935883
validation[          , genome  6816] predictions:    9747/  10000 (97.47%), best:    9767/10000 (97.67%), error:       832.19537, best error:       785.77789 on epoch:    31, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 150.0838012695s, input_fired_time: 1.7947341204, output_fired_time: 1.7890046835, propagate_forward_time: 58.5763359070, propagate_backward_time: 84.5616226196, weight_update_time: 0.2141122520, other_time: 3.3620986938
epoch time: 12.5289783478s, input_fired_time: 0.2285924107, output_fired_time: 0.0000000000, propagate_forward_time: 11.6955585480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6048269272
validation[          , genome  6816] predictions:    9696/  10000 (96.96%), best:    9767/10000 (97.67%), error:      1015.69049, best error:       785.77789 on epoch:    31, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 150.7595825195s, input_fired_time: 1.8130342960, output_fired_time: 1.8000830412, propagate_forward_time: 58.7767143250, propagate_backward_time: 84.9815826416, weight_update_time: 0.2162501216, other_time: 3.3881683350
epoch time: 12.5172357559s, input_fired_time: 0.2256189585, output_fired_time: 0.0000000000, propagate_forward_time: 11.6916837692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5999326706
validation[          , genome  6816] predictions:    9719/  10000 (97.19%), best:    9767/10000 (97.67%), error:       940.22449, best error:       785.77789 on epoch:    31, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 151.5558929443s, input_fired_time: 1.8147351742, output_fired_time: 1.8012751341, propagate_forward_time: 59.2560691833, propagate_backward_time: 85.3152999878, weight_update_time: 0.2158422917, other_time: 3.3685226440
epoch time: 12.2910585403s, input_fired_time: 0.2196232527, output_fired_time: 0.0000000000, propagate_forward_time: 11.4764099121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5950250626
validation[          , genome  6816] predictions:    9679/  10000 (96.79%), best:    9767/10000 (97.67%), error:      1089.68665, best error:       785.77789 on epoch:    31, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 151.1729278564s, input_fired_time: 1.8075067997, output_fired_time: 1.8006561995, propagate_forward_time: 59.1690521240, propagate_backward_time: 85.0333404541, weight_update_time: 0.2171871066, other_time: 3.3623657227
epoch time: 12.3894920349s, input_fired_time: 0.2242612392, output_fired_time: 0.0000000000, propagate_forward_time: 11.5681848526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5970458984
validation[          , genome  6816] predictions:    9724/  10000 (97.24%), best:    9767/10000 (97.67%), error:       899.27533, best error:       785.77789 on epoch:    31, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 151.3293457031s, input_fired_time: 1.8163927794, output_fired_time: 1.7933274508, propagate_forward_time: 59.4386711121, propagate_backward_time: 84.9423599243, weight_update_time: 0.2135362774, other_time: 3.3385848999
epoch time: 12.5586605072s, input_fired_time: 0.2286039889, output_fired_time: 0.0000000000, propagate_forward_time: 11.7309074402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5991487503
validation[          , genome  6816] predictions:    9722/  10000 (97.22%), best:    9767/10000 (97.67%), error:       882.52026, best error:       785.77789 on epoch:    31, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 151.1059265137s, input_fired_time: 1.8145006895, output_fired_time: 1.8086721897, propagate_forward_time: 59.3364753723, propagate_backward_time: 84.7699432373, weight_update_time: 0.2127465606, other_time: 3.3763427734
epoch time: 12.6172914505s, input_fired_time: 0.2273957431, output_fired_time: 0.0000000000, propagate_forward_time: 11.7870740891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6028213501
validation[          , genome  6816] predictions:    9729/  10000 (97.29%), best:    9767/10000 (97.67%), error:       870.38226, best error:       785.77789 on epoch:    31, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 149.7377777100s, input_fired_time: 1.7972254753, output_fired_time: 1.7806705236, propagate_forward_time: 58.5335273743, propagate_backward_time: 84.2649536133, weight_update_time: 0.2136093080, other_time: 3.3614044189
epoch time: 12.2420873642s, input_fired_time: 0.2221683413, output_fired_time: 0.0000000000, propagate_forward_time: 11.4279117584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5920076370
validation[          , genome  6816] predictions:    9732/  10000 (97.32%), best:    9767/10000 (97.67%), error:       881.57916, best error:       785.77789 on epoch:    31, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 150.1869659424s, input_fired_time: 1.8052864075, output_fired_time: 1.7775973082, propagate_forward_time: 58.6891059875, propagate_backward_time: 84.5400848389, weight_update_time: 0.2177343667, other_time: 3.3748931885
epoch time: 12.7038908005s, input_fired_time: 0.2298214585, output_fired_time: 0.0000000000, propagate_forward_time: 11.8728408813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6012287140
validation[          , genome  6816] predictions:    9719/  10000 (97.19%), best:    9767/10000 (97.67%), error:       880.54443, best error:       785.77789 on epoch:    31, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 149.3751220703s, input_fired_time: 1.8013339043, output_fired_time: 1.7903943062, propagate_forward_time: 58.4905395508, propagate_backward_time: 83.8991165161, weight_update_time: 0.2136688679, other_time: 3.3937454224
epoch time: 12.7128753662s, input_fired_time: 0.2319120765, output_fired_time: 0.0000000000, propagate_forward_time: 11.8686351776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6123285294
validation[          , genome  6816] predictions:    9737/  10000 (97.37%), best:    9767/10000 (97.67%), error:       879.82849, best error:       785.77789 on epoch:    31, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 150.9766998291s, input_fired_time: 1.8181802034, output_fired_time: 1.8041211367, propagate_forward_time: 59.0404510498, propagate_backward_time: 84.9549636841, weight_update_time: 0.2131804526, other_time: 3.3589859009
epoch time: 12.7402992249s, input_fired_time: 0.2274046689, output_fired_time: 0.0000000000, propagate_forward_time: 11.9133129120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5995817184
validation[          , genome  6816] predictions:    9661/  10000 (96.61%), best:    9767/10000 (97.67%), error:      1132.24585, best error:       785.77789 on epoch:    31, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 151.0211029053s, input_fired_time: 1.8165642023, output_fired_time: 1.7958935499, propagate_forward_time: 59.1487045288, propagate_backward_time: 84.8850097656, weight_update_time: 0.2147708088, other_time: 3.3749313354
epoch time: 12.6002340317s, input_fired_time: 0.2299030721, output_fired_time: 0.0000000000, propagate_forward_time: 11.7728319168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5974988937
validation[          , genome  6816] predictions:    9729/  10000 (97.29%), best:    9767/10000 (97.67%), error:       884.84735, best error:       785.77789 on epoch:    31, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 151.4549865723s, input_fired_time: 1.8227467537, output_fired_time: 1.7957928181, propagate_forward_time: 59.4290390015, propagate_backward_time: 85.0381622314, weight_update_time: 0.2142219543, other_time: 3.3692398071
epoch time: 12.6742782593s, input_fired_time: 0.2304202765, output_fired_time: 0.0000000000, propagate_forward_time: 11.8318376541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6120204926
validation[          , genome  6816] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       858.31897, best error:       785.77789 on epoch:    31, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 149.4967803955s, input_fired_time: 1.8019613028, output_fired_time: 1.7850505114, propagate_forward_time: 58.4844131470, propagate_backward_time: 84.0681228638, weight_update_time: 0.2113957703, other_time: 3.3572387695
epoch time: 12.6135854721s, input_fired_time: 0.2295780629, output_fired_time: 0.0000000000, propagate_forward_time: 11.7826147079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6013927460
validation[          , genome  6816] predictions:    9753/  10000 (97.53%), best:    9767/10000 (97.67%), error:       819.77106, best error:       785.77789 on epoch:    31, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 147.8908538818s, input_fired_time: 1.7963705063, output_fired_time: 1.7689812183, propagate_forward_time: 57.7564277649, propagate_backward_time: 83.2371597290, weight_update_time: 0.2115751505, other_time: 3.3319168091
epoch time: 12.5479993820s, input_fired_time: 0.2329823524, output_fired_time: 0.0000000000, propagate_forward_time: 11.7076177597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6073989868
validation[          , genome  6816] predictions:    9679/  10000 (96.79%), best:    9767/10000 (97.67%), error:      1035.75366, best error:       785.77789 on epoch:    31, 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: 63.4222373962s, input_fired_time: 1.1040532589, output_fired_time: 0.0000000000, propagate_forward_time: 59.2622909546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0558929443
best training[          , genome  6816] predictions:   49350/  50000 (98.70%), best:    9767/10000 (97.67%), error:      2235.37402, best error:       785.77789 on epoch:    31, 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: 12.8212347031s, input_fired_time: 0.2213763744, output_fired_time: 0.0000000000, propagate_forward_time: 11.9942703247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6055879593
   testing[          , genome  6816] predictions:    9793/  10000 (97.93%), best:    9767/10000 (97.67%), error:       699.63379, best error:       785.77789 on epoch:    31, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:22:45 (6164): called boinc_finish(0)

</stderr_txt>
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