Nameexact_genome_1512568488_42_7007_1
Workunit2606244
Created7 Dec 2017, 23:07:16 UTC
Sent7 Dec 2017, 23:15:55 UTC
Report deadline15 Dec 2017, 18:56:26 UTC
Received8 Dec 2017, 13:28:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55829
Run time3 hours 44 min 16 sec
CPU time3 hours 41 min 18 sec
Validate stateValid
Credit1,954.95
Device peak FLOPS2.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.53 MB
Peak swap size154.48 MB
Peak disk usage1.29 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
.4473333359, propagate_forward_time: 47.2641563416, propagate_backward_time: 67.5327606201, weight_update_time: 0.1974997371, other_time: 4.1535644531
epoch time: 10.3514919281s, input_fired_time: 0.2073554397, output_fired_time: 0.0000000000, propagate_forward_time: 9.4059906006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7381458282
validation[          , genome  7007] predictions:    9668/  10000 (96.68%), best:    9702/10000 (97.02%), error:      1093.33374, best error:      1046.95581 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 121.7306213379s, input_fired_time: 1.8515235186, output_fired_time: 1.4027049541, propagate_forward_time: 47.0234031677, propagate_backward_time: 67.3045043945, weight_update_time: 0.1959989518, other_time: 4.1484832764
epoch time: 10.4837903976s, input_fired_time: 0.2351120412, output_fired_time: 0.0000000000, propagate_forward_time: 9.5366554260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7120227814
validation[          , genome  7007] predictions:    9678/  10000 (96.78%), best:    9702/10000 (97.02%), error:      1068.10791, best error:      1046.95581 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 122.0955200195s, input_fired_time: 1.8603782654, output_fired_time: 1.4130249023, propagate_forward_time: 47.3849411011, propagate_backward_time: 67.2581939697, weight_update_time: 0.2051293105, other_time: 4.1789779663
epoch time: 10.5218791962s, input_fired_time: 0.2065488398, output_fired_time: 0.0000000000, propagate_forward_time: 9.5962238312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7191066742
validation[          , genome  7007] predictions:    9627/  10000 (96.27%), best:    9702/10000 (97.02%), error:      1239.33252, best error:      1046.95581 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 122.0796356201s, input_fired_time: 1.8399922848, output_fired_time: 1.3933153152, propagate_forward_time: 47.3453216553, propagate_backward_time: 67.3171463013, weight_update_time: 0.2023126334, other_time: 4.1838607788
epoch time: 10.3132276535s, input_fired_time: 0.2050474286, output_fired_time: 0.0000000000, propagate_forward_time: 9.3934555054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7147245407
validation[          , genome  7007] predictions:    9676/  10000 (96.76%), best:    9702/10000 (97.02%), error:      1063.28186, best error:      1046.95581 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 122.1689758301s, input_fired_time: 1.8616858721, output_fired_time: 1.3874194622, propagate_forward_time: 47.3854598999, propagate_backward_time: 67.3958969116, weight_update_time: 0.2153976709, other_time: 4.1385116577
epoch time: 10.4200687408s, input_fired_time: 0.2140861452, output_fired_time: 0.0000000000, propagate_forward_time: 9.4768381119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7291440964
validation[          , genome  7007] predictions:    9610/  10000 (96.10%), best:    9702/10000 (97.02%), error:      1325.34302, best error:      1046.95581 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 121.7018661499s, input_fired_time: 1.8441952467, output_fired_time: 1.3914133310, propagate_forward_time: 46.8443527222, propagate_backward_time: 67.5135955811, weight_update_time: 0.1950627714, other_time: 4.1083145142
epoch time: 10.4345464706s, input_fired_time: 0.2077304721, output_fired_time: 0.0000000000, propagate_forward_time: 9.5111751556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7156410217
validation[          , genome  7007] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1002.46631, best error:      1002.46631 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 122.1766281128s, input_fired_time: 1.8857096434, output_fired_time: 1.4755748510, propagate_forward_time: 47.2566299438, propagate_backward_time: 67.4124145508, weight_update_time: 0.1974562258, other_time: 4.1462936401
epoch time: 10.3444824219s, input_fired_time: 0.2152134776, output_fired_time: 0.0000000000, propagate_forward_time: 9.3932428360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7360258102
validation[          , genome  7007] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1071.97473, best error:      1002.46631 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 121.8119888306s, input_fired_time: 1.8436917067, output_fired_time: 1.5477715731, propagate_forward_time: 47.0236053467, propagate_backward_time: 67.1836395264, weight_update_time: 0.1995815039, other_time: 4.2132797241
epoch time: 10.3721513748s, input_fired_time: 0.2077581137, output_fired_time: 0.0000000000, propagate_forward_time: 9.4314060211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7329874039
validation[          , genome  7007] predictions:    9660/  10000 (96.60%), best:    9672/10000 (96.72%), error:      1072.98584, best error:      1002.46631 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 122.5423431396s, input_fired_time: 1.9574458599, output_fired_time: 1.4060821533, propagate_forward_time: 47.5338325500, propagate_backward_time: 67.4837875366, weight_update_time: 0.1953408420, other_time: 4.1612014771
epoch time: 10.4907236099s, input_fired_time: 0.2107829303, output_fired_time: 0.0000000000, propagate_forward_time: 9.5124616623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7674789429
validation[          , genome  7007] predictions:    9661/  10000 (96.61%), best:    9672/10000 (96.72%), error:      1062.57886, best error:      1002.46631 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 122.0438232422s, input_fired_time: 1.8547471762, output_fired_time: 1.4087862968, propagate_forward_time: 47.1815567017, propagate_backward_time: 67.4336166382, weight_update_time: 0.2401483059, other_time: 4.1651229858
epoch time: 10.3377122879s, input_fired_time: 0.2075287849, output_fired_time: 0.0000000000, propagate_forward_time: 9.4134378433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7167453766
validation[          , genome  7007] predictions:    9637/  10000 (96.37%), best:    9672/10000 (96.72%), error:      1189.33057, best error:      1002.46631 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 121.9291229248s, input_fired_time: 1.9132397175, output_fired_time: 1.4095816612, propagate_forward_time: 47.3160514832, propagate_backward_time: 67.1431961060, weight_update_time: 0.1977030635, other_time: 4.1470565796
epoch time: 10.2979555130s, input_fired_time: 0.2124456167, output_fired_time: 0.0000000000, propagate_forward_time: 9.3724327087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7130775452
validation[          , genome  7007] predictions:    9666/  10000 (96.66%), best:    9672/10000 (96.72%), error:      1063.79663, best error:      1002.46631 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 121.5561828613s, input_fired_time: 1.8836656809, output_fired_time: 1.3941303492, propagate_forward_time: 47.1716537476, propagate_backward_time: 67.0119934082, weight_update_time: 0.1941587329, other_time: 4.0947418213
epoch time: 10.3749656677s, input_fired_time: 0.2127228081, output_fired_time: 0.0000000000, propagate_forward_time: 9.4388408661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7234020233
validation[          , genome  7007] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:       994.82404, best error:       994.82404 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 122.0235671997s, input_fired_time: 1.8805599213, output_fired_time: 1.4036017656, propagate_forward_time: 47.1284027100, propagate_backward_time: 67.3574371338, weight_update_time: 0.1945071965, other_time: 4.2535629272
epoch time: 10.3298330307s, input_fired_time: 0.2121338993, output_fired_time: 0.0000000000, propagate_forward_time: 9.3941955566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7235031128
validation[          , genome  7007] predictions:    9638/  10000 (96.38%), best:    9700/10000 (97.00%), error:      1207.40283, best error:       994.82404 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 122.0582351685s, input_fired_time: 1.9132561684, output_fired_time: 1.3940069675, propagate_forward_time: 47.4987602234, propagate_backward_time: 67.1443557739, weight_update_time: 0.1948792040, other_time: 4.1078567505
epoch time: 10.3537158966s, input_fired_time: 0.2113609463, output_fired_time: 0.0000000000, propagate_forward_time: 9.4145174026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7278375626
validation[          , genome  7007] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:       979.84491, best error:       979.84491 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 121.8294448853s, input_fired_time: 1.8698111773, output_fired_time: 1.4310131073, propagate_forward_time: 47.2011070251, propagate_backward_time: 67.2064743042, weight_update_time: 0.1945665032, other_time: 4.1210403442
epoch time: 10.2954263687s, input_fired_time: 0.2110392898, output_fired_time: 0.0000000000, propagate_forward_time: 9.3777894974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7065973282
validation[          , genome  7007] predictions:    9697/  10000 (96.97%), best:    9679/10000 (96.79%), error:       995.65961, best error:       979.84491 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 122.0767288208s, input_fired_time: 1.8741488457, output_fired_time: 1.3920496702, propagate_forward_time: 47.1597290039, propagate_backward_time: 67.4914932251, weight_update_time: 0.1939456165, other_time: 4.1593093872
epoch time: 10.3933830261s, input_fired_time: 0.2168996483, output_fired_time: 0.0000000000, propagate_forward_time: 9.4644412994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7120418549
validation[          , genome  7007] predictions:    9677/  10000 (96.77%), best:    9679/10000 (96.79%), error:      1120.09033, best error:       979.84491 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 122.4213562012s, input_fired_time: 1.9059226513, output_fired_time: 1.4164575338, propagate_forward_time: 47.3247108459, propagate_backward_time: 67.5653533936, weight_update_time: 0.1949664950, other_time: 4.2089080811
epoch time: 10.5064172745s, input_fired_time: 0.2135185003, output_fired_time: 0.0000000000, propagate_forward_time: 9.5671825409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7257165909
validation[          , genome  7007] predictions:    9648/  10000 (96.48%), best:    9679/10000 (96.79%), error:      1116.48975, best error:       979.84491 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 121.9211578369s, input_fired_time: 1.8656660318, output_fired_time: 1.4076553583, propagate_forward_time: 47.1682243347, propagate_backward_time: 67.2858810425, weight_update_time: 0.1947557628, other_time: 4.1937332153
epoch time: 10.3150548935s, input_fired_time: 0.2138638794, output_fired_time: 0.0000000000, propagate_forward_time: 9.3483409882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7528495789
validation[          , genome  7007] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       863.37585, best error:       863.37585 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 122.1299362183s, input_fired_time: 1.8659183979, output_fired_time: 1.4016815424, propagate_forward_time: 47.1691284180, propagate_backward_time: 67.5232925415, weight_update_time: 0.1985799223, other_time: 4.1699142456
epoch time: 10.4592561722s, input_fired_time: 0.2111516446, output_fired_time: 0.0000000000, propagate_forward_time: 9.5316333771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7164707184
validation[          , genome  7007] predictions:    9695/  10000 (96.95%), best:    9750/10000 (97.50%), error:       989.62024, best error:       863.37585 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 122.5835189819s, input_fired_time: 1.8901159763, output_fired_time: 1.4029934406, propagate_forward_time: 47.1552734375, propagate_backward_time: 67.9163665771, weight_update_time: 0.2000478059, other_time: 4.2187728882
epoch time: 10.4958429337s, input_fired_time: 0.2116925716, output_fired_time: 0.0000000000, propagate_forward_time: 9.5694837570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7146663666
validation[          , genome  7007] predictions:    9609/  10000 (96.09%), best:    9750/10000 (97.50%), error:      1222.56677, best error:       863.37585 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 122.0458755493s, input_fired_time: 1.8710327148, output_fired_time: 1.3923394680, propagate_forward_time: 47.2735137939, propagate_backward_time: 67.3688964844, weight_update_time: 0.1947504431, other_time: 4.1400909424
epoch time: 10.3195590973s, input_fired_time: 0.2122740149, output_fired_time: 0.0000000000, propagate_forward_time: 9.3823556900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7249298096
validation[          , genome  7007] predictions:    9716/  10000 (97.16%), best:    9750/10000 (97.50%), error:       929.24677, best error:       863.37585 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 121.7744674683s, input_fired_time: 1.8759129047, output_fired_time: 1.4335514307, propagate_forward_time: 47.1035118103, propagate_backward_time: 67.1957473755, weight_update_time: 0.1998925954, other_time: 4.1657485962
epoch time: 10.5299863815s, input_fired_time: 0.2166638821, output_fired_time: 0.0000000000, propagate_forward_time: 9.5758743286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7374477386
validation[          , genome  7007] predictions:    9723/  10000 (97.23%), best:    9750/10000 (97.50%), error:       879.97986, best error:       863.37585 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 122.4525222778s, input_fired_time: 1.8874279261, output_fired_time: 1.4175341129, propagate_forward_time: 47.4837074280, propagate_backward_time: 67.4695892334, weight_update_time: 0.1992366910, other_time: 4.1942596436
epoch time: 10.3584547043s, input_fired_time: 0.2168807685, output_fired_time: 0.0000000000, propagate_forward_time: 9.4081020355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7334718704
validation[          , genome  7007] predictions:    9740/  10000 (97.40%), best:    9750/10000 (97.50%), error:       883.59186, best error:       863.37585 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 122.1061325073s, input_fired_time: 1.8834438324, output_fired_time: 1.4281436205, propagate_forward_time: 47.2705307007, propagate_backward_time: 67.2865753174, weight_update_time: 0.1948616356, other_time: 4.2374343872
epoch time: 10.3426675797s, input_fired_time: 0.2140757293, output_fired_time: 0.0000000000, propagate_forward_time: 9.4049062729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7236852646
validation[          , genome  7007] predictions:    9707/  10000 (97.07%), best:    9750/10000 (97.50%), error:       948.24878, best error:       863.37585 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 122.1221847534s, input_fired_time: 1.9228399992, output_fired_time: 1.4196840525, propagate_forward_time: 47.1853523254, propagate_backward_time: 67.4096908569, weight_update_time: 0.1947673112, other_time: 4.1846237183
epoch time: 10.5889043808s, input_fired_time: 0.2241274565, output_fired_time: 0.0000000000, propagate_forward_time: 9.6231975555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7415790558
validation[          , genome  7007] predictions:    9729/  10000 (97.29%), best:    9750/10000 (97.50%), error:       875.26581, best error:       863.37585 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 121.8195114136s, input_fired_time: 1.8927377462, output_fired_time: 1.4206650257, propagate_forward_time: 46.9737968445, propagate_backward_time: 67.3241806030, weight_update_time: 0.1995766610, other_time: 4.2081375122
epoch time: 10.5544338226s, input_fired_time: 0.2969869077, output_fired_time: 0.0000000000, propagate_forward_time: 9.5294055939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7280416489
validation[          , genome  7007] predictions:    9713/  10000 (97.13%), best:    9750/10000 (97.50%), error:       947.75543, best error:       863.37585 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 121.7747650146s, input_fired_time: 1.8726772070, output_fired_time: 1.4417167902, propagate_forward_time: 47.1752128601, propagate_backward_time: 67.0759658813, weight_update_time: 0.1954291612, other_time: 4.2091903687
epoch time: 10.4270725250s, input_fired_time: 0.2193531543, output_fired_time: 0.0000000000, propagate_forward_time: 9.4589366913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7487831116
validation[          , genome  7007] predictions:    9725/  10000 (97.25%), best:    9750/10000 (97.50%), error:       943.81158, best error:       863.37585 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 121.4100341797s, input_fired_time: 1.8795850277, output_fired_time: 1.3981901407, propagate_forward_time: 47.0131225586, propagate_backward_time: 67.0048599243, weight_update_time: 0.1971790940, other_time: 4.1142730713
epoch time: 10.3431453705s, input_fired_time: 0.2169467062, output_fired_time: 0.0000000000, propagate_forward_time: 9.4158916473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7103071213
validation[          , genome  7007] predictions:    9738/  10000 (97.38%), best:    9750/10000 (97.50%), error:       898.97186, best error:       863.37585 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 122.2751922607s, input_fired_time: 1.8682746887, output_fired_time: 1.4273474216, propagate_forward_time: 47.3679161072, propagate_backward_time: 67.4318542480, weight_update_time: 0.1968726665, other_time: 4.1798095703
epoch time: 10.3795814514s, input_fired_time: 0.2225933522, output_fired_time: 0.0000000000, propagate_forward_time: 9.4497289658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7072591782
validation[          , genome  7007] predictions:    9684/  10000 (96.84%), best:    9750/10000 (97.50%), error:       990.10455, best error:       863.37585 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 121.7579269409s, input_fired_time: 1.9748452902, output_fired_time: 1.4068109989, propagate_forward_time: 47.1564521790, propagate_backward_time: 67.0936584473, weight_update_time: 0.1951913238, other_time: 4.1261596680
epoch time: 10.5668087006s, input_fired_time: 0.2218958586, output_fired_time: 0.0000000000, propagate_forward_time: 9.6252470016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7196655273
validation[          , genome  7007] predictions:    9712/  10000 (97.12%), best:    9750/10000 (97.50%), error:       926.06110, best error:       863.37585 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 122.0174255371s, input_fired_time: 1.8914544582, output_fired_time: 1.4489276409, propagate_forward_time: 47.3103790283, propagate_backward_time: 67.2358474731, weight_update_time: 0.1947032362, other_time: 4.1308135986
epoch time: 10.4368867874s, input_fired_time: 0.2230230421, output_fired_time: 0.0000000000, propagate_forward_time: 9.4781208038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7357425690
validation[          , genome  7007] predictions:    9710/  10000 (97.10%), best:    9750/10000 (97.50%), error:       958.55072, best error:       863.37585 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 122.2211151123s, input_fired_time: 1.9042264223, output_fired_time: 1.4194337130, propagate_forward_time: 47.2399826050, propagate_backward_time: 67.4526138306, weight_update_time: 0.2016549706, other_time: 4.2048568726
epoch time: 10.4221754074s, input_fired_time: 0.2172569782, output_fired_time: 0.0000000000, propagate_forward_time: 9.4903593063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7145595551
validation[          , genome  7007] predictions:    9699/  10000 (96.99%), best:    9750/10000 (97.50%), error:       969.79395, best error:       863.37585 on epoch:    31, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 121.9627380371s, input_fired_time: 1.9324313402, output_fired_time: 1.4184448719, propagate_forward_time: 47.1176223755, propagate_backward_time: 67.3750762939, weight_update_time: 0.1963403672, other_time: 4.1191635132
epoch time: 10.4005317688s, input_fired_time: 0.2182811648, output_fired_time: 0.0000000000, propagate_forward_time: 9.4505357742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7317152023
validation[          , genome  7007] predictions:    9721/  10000 (97.21%), best:    9750/10000 (97.50%), error:       895.96399, best error:       863.37585 on epoch:    31, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 121.6840591431s, input_fired_time: 1.9158337116, output_fired_time: 1.4124355316, propagate_forward_time: 47.1473350525, propagate_backward_time: 67.0209121704, weight_update_time: 0.1955538988, other_time: 4.1875381470
epoch time: 10.4278316498s, input_fired_time: 0.2156338394, output_fired_time: 0.0000000000, propagate_forward_time: 9.4587402344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7534580231
validation[          , genome  7007] predictions:    9712/  10000 (97.12%), best:    9750/10000 (97.50%), error:       980.59613, best error:       863.37585 on epoch:    31, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 122.3071746826s, input_fired_time: 1.9135365486, output_fired_time: 1.4531269073, propagate_forward_time: 47.2726058960, propagate_backward_time: 67.4848098755, weight_update_time: 0.1956970543, other_time: 4.1830978394
epoch time: 10.3896493912s, input_fired_time: 0.2124710083, output_fired_time: 0.0000000000, propagate_forward_time: 9.4666395187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7105388641
validation[          , genome  7007] predictions:    9724/  10000 (97.24%), best:    9750/10000 (97.50%), error:       882.99359, best error:       863.37585 on epoch:    31, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 121.9828033447s, input_fired_time: 1.9153650999, output_fired_time: 1.4313211441, propagate_forward_time: 47.1131515503, propagate_backward_time: 67.3482131958, weight_update_time: 0.1959404200, other_time: 4.1747512817
epoch time: 10.3206243515s, input_fired_time: 0.2180195451, output_fired_time: 0.0000000000, propagate_forward_time: 9.3903923035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7122125626
validation[          , genome  7007] predictions:    9715/  10000 (97.15%), best:    9750/10000 (97.50%), error:       883.44006, best error:       863.37585 on epoch:    31, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 121.8840255737s, input_fired_time: 1.9034343958, output_fired_time: 1.4238691330, propagate_forward_time: 47.1591835022, propagate_backward_time: 67.1610946655, weight_update_time: 0.2035310566, other_time: 4.2364425659
epoch time: 10.4036378860s, input_fired_time: 0.2204488963, output_fired_time: 0.0000000000, propagate_forward_time: 9.4699907303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7131986618
validation[          , genome  7007] predictions:    9698/  10000 (96.98%), best:    9750/10000 (97.50%), error:       953.44373, best error:       863.37585 on epoch:    31, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 122.6281051636s, input_fired_time: 1.8984315395, output_fired_time: 1.4134707451, propagate_forward_time: 47.4160995483, propagate_backward_time: 67.6147460938, weight_update_time: 0.1977677196, other_time: 4.2853622437
epoch time: 10.5346975327s, input_fired_time: 0.2161322087, output_fired_time: 0.0000000000, propagate_forward_time: 9.5983295441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7202358246
validation[          , genome  7007] predictions:    9725/  10000 (97.25%), best:    9750/10000 (97.50%), error:       876.69910, best error:       863.37585 on epoch:    31, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 122.1643066406s, input_fired_time: 1.9487673044, output_fired_time: 1.4124333858, propagate_forward_time: 47.1434059143, propagate_backward_time: 67.5063400269, weight_update_time: 0.1971518844, other_time: 4.1533584595
epoch time: 10.3668680191s, input_fired_time: 0.2186214328, output_fired_time: 0.0000000000, propagate_forward_time: 9.4176111221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7306356430
validation[          , genome  7007] predictions:    9686/  10000 (96.86%), best:    9750/10000 (97.50%), error:       982.64001, best error:       863.37585 on epoch:    31, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 122.5022888184s, input_fired_time: 1.9233659506, output_fired_time: 1.4214124680, propagate_forward_time: 47.2463912964, propagate_backward_time: 67.7303543091, weight_update_time: 0.1960441917, other_time: 4.1807708740
epoch time: 10.3872137070s, input_fired_time: 0.2176831961, output_fired_time: 0.0000000000, propagate_forward_time: 9.4558858871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7136449814
validation[          , genome  7007] predictions:    9705/  10000 (97.05%), best:    9750/10000 (97.50%), error:       939.65991, best error:       863.37585 on epoch:    31, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 122.1627273560s, input_fired_time: 1.9180036783, output_fired_time: 1.4183924198, propagate_forward_time: 47.1618728638, propagate_backward_time: 67.4752502441, weight_update_time: 0.1968185306, other_time: 4.1892013550
epoch time: 10.3848209381s, input_fired_time: 0.2204585075, output_fired_time: 0.0000000000, propagate_forward_time: 9.4188947678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7454671860
validation[          , genome  7007] predictions:    9692/  10000 (96.92%), best:    9750/10000 (97.50%), error:       983.10535, best error:       863.37585 on epoch:    31, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 122.0726547241s, input_fired_time: 1.8837568760, output_fired_time: 1.4084047079, propagate_forward_time: 47.2356605530, propagate_backward_time: 67.3924942017, weight_update_time: 0.1971148700, other_time: 4.1523361206
epoch time: 10.3948554993s, input_fired_time: 0.2186401337, output_fired_time: 0.0000000000, propagate_forward_time: 9.4565124512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7197027206
validation[          , genome  7007] predictions:    9507/  10000 (95.07%), best:    9750/10000 (97.50%), error:      1628.91187, best error:       863.37585 on epoch:    31, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 122.0838012695s, input_fired_time: 1.8872488737, output_fired_time: 1.4101999998, propagate_forward_time: 47.2531127930, propagate_backward_time: 67.3387145996, weight_update_time: 0.1952176243, other_time: 4.1945266724
epoch time: 10.3940362930s, input_fired_time: 0.2209985703, output_fired_time: 0.0000000000, propagate_forward_time: 9.4414253235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7316122055
validation[          , genome  7007] predictions:    9702/  10000 (97.02%), best:    9750/10000 (97.50%), error:       954.90637, best error:       863.37585 on epoch:    31, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 121.8740692139s, input_fired_time: 1.8837211132, output_fired_time: 1.4091311693, propagate_forward_time: 47.0228996277, propagate_backward_time: 67.4224624634, weight_update_time: 0.1948181689, other_time: 4.1358566284
epoch time: 10.4004602432s, input_fired_time: 0.2127213776, output_fired_time: 0.0000000000, propagate_forward_time: 9.4691734314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7185649872
validation[          , genome  7007] predictions:    9662/  10000 (96.62%), best:    9750/10000 (97.50%), error:      1055.02490, best error:       863.37585 on epoch:    31, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 122.1903610229s, input_fired_time: 1.9445362091, output_fired_time: 1.4588979483, propagate_forward_time: 47.2385673523, propagate_backward_time: 67.3960723877, weight_update_time: 0.1970979422, other_time: 4.1522827148
epoch time: 10.3837833405s, input_fired_time: 0.2188434154, output_fired_time: 0.0000000000, propagate_forward_time: 9.4364843369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7284555435
validation[          , genome  7007] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       853.74585, best error:       853.74585 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 121.8430404663s, input_fired_time: 1.9087662697, output_fired_time: 1.4583840370, propagate_forward_time: 47.0469360352, propagate_backward_time: 67.1712951660, weight_update_time: 0.1971676052, other_time: 4.2576599121
epoch time: 10.4342317581s, input_fired_time: 0.2157648206, output_fired_time: 0.0000000000, propagate_forward_time: 9.5080432892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7104234695
validation[          , genome  7007] predictions:    9714/  10000 (97.14%), best:    9749/10000 (97.49%), error:       936.45599, best error:       853.74585 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 122.1389617920s, input_fired_time: 1.9405733347, output_fired_time: 1.4302424192, propagate_forward_time: 47.2042541504, propagate_backward_time: 67.3908996582, weight_update_time: 0.1980259717, other_time: 4.1729888916
epoch time: 10.3980636597s, input_fired_time: 0.2175844908, output_fired_time: 0.0000000000, propagate_forward_time: 9.4400148392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7404642105
validation[          , genome  7007] predictions:    9700/  10000 (97.00%), best:    9749/10000 (97.49%), error:      1015.36169, best error:       853.74585 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 122.1055831909s, input_fired_time: 1.9116314650, output_fired_time: 1.4192686081, propagate_forward_time: 47.1620979309, propagate_backward_time: 67.4052276611, weight_update_time: 0.2058798969, other_time: 4.2073669434
epoch time: 10.4303703308s, input_fired_time: 0.2144601494, output_fired_time: 0.0000000000, propagate_forward_time: 9.4927959442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7231140137
validation[          , genome  7007] predictions:    9663/  10000 (96.63%), best:    9749/10000 (97.49%), error:      1016.77448, best error:       853.74585 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 122.1875762939s, input_fired_time: 1.8962333202, output_fired_time: 1.4158903360, propagate_forward_time: 47.3093719482, propagate_backward_time: 67.3737411499, weight_update_time: 0.2417384535, other_time: 4.1923370361
epoch time: 10.5404539108s, input_fired_time: 0.2163267285, output_fired_time: 0.0000000000, propagate_forward_time: 9.6191968918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7049303055
validation[          , genome  7007] predictions:    9672/  10000 (96.72%), best:    9749/10000 (97.49%), error:      1080.71130, best error:       853.74585 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 122.5037384033s, input_fired_time: 1.9060143232, output_fired_time: 1.4536181688, propagate_forward_time: 47.4198265076, propagate_backward_time: 67.4675064087, weight_update_time: 0.1985140443, other_time: 4.2567672729
epoch time: 10.4009552002s, input_fired_time: 0.2267755717, output_fired_time: 0.0000000000, propagate_forward_time: 9.4154710770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7587089539
validation[          , genome  7007] predictions:    9727/  10000 (97.27%), best:    9749/10000 (97.49%), error:       893.77167, best error:       853.74585 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 126.4869308472s, input_fired_time: 1.9881465435, output_fired_time: 1.4845702648, propagate_forward_time: 48.6004486084, propagate_backward_time: 70.0862274170, weight_update_time: 0.1995983273, other_time: 4.3275375366
epoch time: 10.3474864960s, input_fired_time: 0.2190818191, output_fired_time: 0.0000000000, propagate_forward_time: 9.4143991470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7140054703
validation[          , genome  7007] predictions:    9726/  10000 (97.26%), best:    9749/10000 (97.49%), error:       907.02734, best error:       853.74585 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 122.3478546143s, input_fired_time: 1.8899861574, output_fired_time: 1.4262754917, propagate_forward_time: 47.4511184692, propagate_backward_time: 67.4648056030, weight_update_time: 0.1933653206, other_time: 4.1156692505
epoch time: 10.3860712051s, input_fired_time: 0.2230063975, output_fired_time: 0.0000000000, propagate_forward_time: 9.4328880310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7301769257
validation[          , genome  7007] predictions:    9720/  10000 (97.20%), best:    9749/10000 (97.49%), error:       894.84167, best error:       853.74585 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 122.2962951660s, input_fired_time: 1.9412274361, output_fired_time: 1.3974404335, propagate_forward_time: 47.4157142639, propagate_backward_time: 67.3820724487, weight_update_time: 0.1957248002, other_time: 4.1598434448
epoch time: 10.3331594467s, input_fired_time: 0.2160522491, output_fired_time: 0.0000000000, propagate_forward_time: 9.3914575577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7256498337
validation[          , genome  7007] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       849.11304, best error:       849.11304 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 122.0520401001s, input_fired_time: 1.9068932533, output_fired_time: 1.3883744478, propagate_forward_time: 47.1301498413, propagate_backward_time: 67.4933319092, weight_update_time: 0.1952046305, other_time: 4.1332931519
epoch time: 10.3242330551s, input_fired_time: 0.2160118967, output_fired_time: 0.0000000000, propagate_forward_time: 9.4021615982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7060594559
validation[          , genome  7007] predictions:    9718/  10000 (97.18%), best:    9741/10000 (97.41%), error:       896.01190, best error:       849.11304 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 121.9861984253s, input_fired_time: 1.8995065689, output_fired_time: 1.3995735645, propagate_forward_time: 47.2925415039, propagate_backward_time: 67.2763595581, weight_update_time: 0.1980631053, other_time: 4.1182174683
epoch time: 10.4712705612s, input_fired_time: 0.2171352655, output_fired_time: 0.0000000000, propagate_forward_time: 9.5445156097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7096195221
validation[          , genome  7007] predictions:    9705/  10000 (97.05%), best:    9741/10000 (97.41%), error:       955.77173, best error:       849.11304 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 121.8574981689s, input_fired_time: 1.8827608824, output_fired_time: 1.3953578472, propagate_forward_time: 47.2269058228, propagate_backward_time: 67.2233657837, weight_update_time: 0.1933790594, other_time: 4.1291122437
epoch time: 10.3489847183s, input_fired_time: 0.2212290764, output_fired_time: 0.0000000000, propagate_forward_time: 9.4102821350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7174739838
validation[          , genome  7007] predictions:    9709/  10000 (97.09%), best:    9741/10000 (97.41%), error:       936.15613, best error:       849.11304 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 121.9204635620s, input_fired_time: 1.8979017735, output_fired_time: 1.3953751326, propagate_forward_time: 47.1667709351, propagate_backward_time: 67.3534393311, weight_update_time: 0.1936756521, other_time: 4.1069717407
epoch time: 10.4035720825s, input_fired_time: 0.2223537415, output_fired_time: 0.0000000000, propagate_forward_time: 9.4409694672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7402486801
validation[          , genome  7007] predictions:    9714/  10000 (97.14%), best:    9741/10000 (97.41%), error:       943.51813, best error:       849.11304 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 122.3333511353s, input_fired_time: 1.9034879208, output_fired_time: 1.4228496552, propagate_forward_time: 47.4085350037, propagate_backward_time: 67.4799728394, weight_update_time: 0.1964272559, other_time: 4.1185073853
epoch time: 10.3484201431s, input_fired_time: 0.2154915929, output_fired_time: 0.0000000000, propagate_forward_time: 9.4331912994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6997375488
validation[          , genome  7007] predictions:    9703/  10000 (97.03%), best:    9741/10000 (97.41%), error:       950.79932, best error:       849.11304 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 122.0518264771s, input_fired_time: 1.9058299065, output_fired_time: 1.4037824869, propagate_forward_time: 47.3370780945, propagate_backward_time: 67.2610473633, weight_update_time: 0.1959830374, other_time: 4.1440887451
epoch time: 10.4558725357s, input_fired_time: 0.2187911123, output_fired_time: 0.0000000000, propagate_forward_time: 9.5105581284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7265233994
validation[          , genome  7007] predictions:    9699/  10000 (96.99%), best:    9741/10000 (97.41%), error:       963.24377, best error:       849.11304 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 121.8209075928s, input_fired_time: 1.9318425655, output_fired_time: 1.4172616005, propagate_forward_time: 47.1652603149, propagate_backward_time: 67.1788406372, weight_update_time: 0.1953147799, other_time: 4.1277084351
epoch time: 10.2690095901s, input_fired_time: 0.2259116769, output_fired_time: 0.0000000000, propagate_forward_time: 9.3370666504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7060308456
validation[          , genome  7007] predictions:    9719/  10000 (97.19%), best:    9741/10000 (97.41%), error:       896.70856, best error:       849.11304 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 121.9349670410s, input_fired_time: 1.9141739607, output_fired_time: 1.4223241806, propagate_forward_time: 47.3364410400, propagate_backward_time: 67.1511230469, weight_update_time: 0.2021432966, other_time: 4.1109008789
epoch time: 10.3617210388s, input_fired_time: 0.2200465947, output_fired_time: 0.0000000000, propagate_forward_time: 9.4379262924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7037477493
validation[          , genome  7007] predictions:    9722/  10000 (97.22%), best:    9741/10000 (97.41%), error:       933.35797, best error:       849.11304 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 122.4542388916s, input_fired_time: 1.9125968218, output_fired_time: 1.4066026211, propagate_forward_time: 47.5484466553, propagate_backward_time: 67.3677673340, weight_update_time: 0.1961320937, other_time: 4.2188262939
epoch time: 10.3758764267s, input_fired_time: 0.2198459208, output_fired_time: 0.0000000000, propagate_forward_time: 9.4543037415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7017269135
validation[          , genome  7007] predictions:    9693/  10000 (96.93%), best:    9741/10000 (97.41%), error:      1024.21851, best error:       849.11304 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 121.7663726807s, input_fired_time: 1.9441568851, output_fired_time: 1.3919699192, propagate_forward_time: 47.2751770020, propagate_backward_time: 67.0439224243, weight_update_time: 0.1937229633, other_time: 4.1111450195
epoch time: 10.5074214935s, input_fired_time: 0.2215210348, output_fired_time: 0.0000000000, propagate_forward_time: 9.5794725418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7064275742
validation[          , genome  7007] predictions:    9724/  10000 (97.24%), best:    9741/10000 (97.41%), error:       904.28021, best error:       849.11304 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 122.0905456543s, input_fired_time: 1.9139938354, output_fired_time: 1.3882728815, propagate_forward_time: 47.3758811951, propagate_backward_time: 67.2844390869, weight_update_time: 0.1939078867, other_time: 4.1279602051
epoch time: 10.4513559341s, input_fired_time: 0.2146281302, output_fired_time: 0.0000000000, propagate_forward_time: 9.5129108429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7238168716
validation[          , genome  7007] predictions:    9690/  10000 (96.90%), best:    9741/10000 (97.41%), error:      1040.81165, best error:       849.11304 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 121.7308273315s, input_fired_time: 1.9343761206, output_fired_time: 1.4978251457, propagate_forward_time: 47.1725463867, propagate_backward_time: 66.9891128540, weight_update_time: 0.1951035261, other_time: 4.1369628906
epoch time: 10.2683439255s, input_fired_time: 0.2172386646, output_fired_time: 0.0000000000, propagate_forward_time: 9.3363380432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7147674561
validation[          , genome  7007] predictions:    9689/  10000 (96.89%), best:    9741/10000 (97.41%), error:      1050.67627, best error:       849.11304 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 122.1380844116s, input_fired_time: 1.9424957037, output_fired_time: 1.4000667334, propagate_forward_time: 47.1874122620, propagate_backward_time: 67.4390182495, weight_update_time: 0.1968422979, other_time: 4.1690902710
epoch time: 10.4509143829s, input_fired_time: 0.2178297788, output_fired_time: 0.0000000000, propagate_forward_time: 9.5196819305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7134027481
validation[          , genome  7007] predictions:    9705/  10000 (97.05%), best:    9741/10000 (97.41%), error:       981.14478, best error:       849.11304 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 121.6092224121s, input_fired_time: 1.9195989370, output_fired_time: 1.4108167887, propagate_forward_time: 46.9538078308, propagate_backward_time: 67.1247482300, weight_update_time: 0.2007490098, other_time: 4.2002487183
epoch time: 10.3475074768s, input_fired_time: 0.2167288810, output_fired_time: 0.0000000000, propagate_forward_time: 9.4072904587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7234878540
validation[          , genome  7007] predictions:    9650/  10000 (96.50%), best:    9741/10000 (97.41%), error:      1169.74097, best error:       849.11304 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 121.7589721680s, input_fired_time: 1.9194049835, output_fired_time: 1.4066808224, propagate_forward_time: 47.0478172302, propagate_backward_time: 67.2015380859, weight_update_time: 0.2012222558, other_time: 4.1835327148
epoch time: 10.3237562180s, input_fired_time: 0.2189251035, output_fired_time: 0.0000000000, propagate_forward_time: 9.3897218704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7151088715
validation[          , genome  7007] predictions:    9725/  10000 (97.25%), best:    9741/10000 (97.41%), error:       886.19220, best error:       849.11304 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 122.0473937988s, input_fired_time: 1.9155669212, output_fired_time: 1.4283118248, propagate_forward_time: 47.3649749756, propagate_backward_time: 67.2033081055, weight_update_time: 0.1975937635, other_time: 4.1352310181
epoch time: 10.5144271851s, input_fired_time: 0.2223265469, output_fired_time: 0.0000000000, propagate_forward_time: 9.5301952362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7619056702
validation[          , genome  7007] predictions:    9704/  10000 (97.04%), best:    9741/10000 (97.41%), error:       981.20959, best error:       849.11304 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 122.3459548950s, input_fired_time: 1.9115954638, output_fired_time: 1.4299705029, propagate_forward_time: 47.4330291748, propagate_backward_time: 67.4230194092, weight_update_time: 0.1989340186, other_time: 4.1483383179
epoch time: 10.2930402756s, input_fired_time: 0.2186065763, output_fired_time: 0.0000000000, propagate_forward_time: 9.3504056931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7240276337
validation[          , genome  7007] predictions:    9676/  10000 (96.76%), best:    9741/10000 (97.41%), error:      1081.53503, best error:       849.11304 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 121.7356491089s, input_fired_time: 1.9051572084, output_fired_time: 1.3921346664, propagate_forward_time: 47.2989883423, propagate_backward_time: 67.0409088135, weight_update_time: 0.1967396736, other_time: 4.0984573364
epoch time: 10.3945856094s, input_fired_time: 0.2223354280, output_fired_time: 0.0000000000, propagate_forward_time: 9.4441690445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7280807495
validation[          , genome  7007] predictions:    9708/  10000 (97.08%), best:    9741/10000 (97.41%), error:       935.01990, best error:       849.11304 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 121.9213333130s, input_fired_time: 1.9709491730, output_fired_time: 1.4189381599, propagate_forward_time: 47.0313453674, propagate_backward_time: 67.3802719116, weight_update_time: 0.1972153336, other_time: 4.1198348999
epoch time: 10.3420629501s, input_fired_time: 0.2169209421, output_fired_time: 0.0000000000, propagate_forward_time: 9.4126691818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7124729156
validation[          , genome  7007] predictions:    9727/  10000 (97.27%), best:    9741/10000 (97.41%), error:       861.57330, best error:       849.11304 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 122.0993881226s, input_fired_time: 1.9640544653, output_fired_time: 1.4105290174, propagate_forward_time: 47.2650871277, propagate_backward_time: 67.2933883667, weight_update_time: 0.1967777461, other_time: 4.1663284302
epoch time: 10.4214363098s, input_fired_time: 0.2216255814, output_fired_time: 0.0000000000, propagate_forward_time: 9.4690704346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7307405472
validation[          , genome  7007] predictions:    9733/  10000 (97.33%), best:    9741/10000 (97.41%), error:       862.30994, best error:       849.11304 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 122.2542648315s, input_fired_time: 1.9066137075, output_fired_time: 1.3938815594, propagate_forward_time: 47.2901916504, propagate_backward_time: 67.5027084351, weight_update_time: 0.1957438439, other_time: 4.1608657837
epoch time: 10.4663209915s, input_fired_time: 0.2208611071, output_fired_time: 0.0000000000, propagate_forward_time: 9.5336847305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7117748260
validation[          , genome  7007] predictions:    9731/  10000 (97.31%), best:    9741/10000 (97.41%), error:       863.11407, best error:       849.11304 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 121.9077072144s, input_fired_time: 1.9276537895, output_fired_time: 1.4046705961, propagate_forward_time: 47.2347145081, propagate_backward_time: 67.2107849121, weight_update_time: 0.1948751062, other_time: 4.1298828125
epoch time: 10.5114498138s, input_fired_time: 0.2162412554, output_fired_time: 0.0000000000, propagate_forward_time: 9.5790042877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7162046432
validation[          , genome  7007] predictions:    9714/  10000 (97.14%), best:    9741/10000 (97.41%), error:       955.46936, best error:       849.11304 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 121.9492645264s, input_fired_time: 1.8998876810, output_fired_time: 1.4450272322, propagate_forward_time: 47.1270103455, propagate_backward_time: 67.3705749512, weight_update_time: 0.1964745373, other_time: 4.1067657471
epoch time: 10.3913173676s, input_fired_time: 0.2209622413, output_fired_time: 0.0000000000, propagate_forward_time: 9.4450836182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7252712250
validation[          , genome  7007] predictions:    9703/  10000 (97.03%), best:    9741/10000 (97.41%), error:       981.46198, best error:       849.11304 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 122.2434463501s, input_fired_time: 1.9515343904, output_fired_time: 1.4234406948, propagate_forward_time: 47.3267936707, propagate_backward_time: 67.3700637817, weight_update_time: 0.2088687718, other_time: 4.1716079712
epoch time: 10.3453931808s, input_fired_time: 0.2182742208, output_fired_time: 0.0000000000, propagate_forward_time: 9.4205369949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7065820694
validation[          , genome  7007] predictions:    9670/  10000 (96.70%), best:    9741/10000 (97.41%), error:      1084.25977, best error:       849.11304 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 122.4134902954s, input_fired_time: 1.9540606737, output_fired_time: 1.3916339874, propagate_forward_time: 47.1571998596, propagate_backward_time: 67.7539443970, weight_update_time: 0.1948521882, other_time: 4.1566543579
epoch time: 10.3709993362s, input_fired_time: 0.2227335423, output_fired_time: 0.0000000000, propagate_forward_time: 9.4418544769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7064113617
validation[          , genome  7007] predictions:    9726/  10000 (97.26%), best:    9741/10000 (97.41%), error:       855.93964, best error:       849.11304 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 122.7006530762s, input_fired_time: 1.9263021946, output_fired_time: 1.4046185017, propagate_forward_time: 47.4788322449, propagate_backward_time: 67.6207504272, weight_update_time: 0.2013858259, other_time: 4.2701492310
epoch time: 10.4002189636s, input_fired_time: 0.2333182693, output_fired_time: 0.0000000000, propagate_forward_time: 9.4287624359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7381381989
validation[          , genome  7007] predictions:    9726/  10000 (97.26%), best:    9741/10000 (97.41%), error:       908.60345, best error:       849.11304 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 121.8926925659s, input_fired_time: 1.9333904982, output_fired_time: 1.4063173532, propagate_forward_time: 47.0826072693, propagate_backward_time: 67.3239059448, weight_update_time: 0.1953516155, other_time: 4.1464767456
epoch time: 10.3379936218s, input_fired_time: 0.2207430899, output_fired_time: 0.0000000000, propagate_forward_time: 9.4020576477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7151927948
validation[          , genome  7007] predictions:    9733/  10000 (97.33%), best:    9741/10000 (97.41%), error:       854.70502, best error:       849.11304 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 121.6551589966s, input_fired_time: 1.9253748655, output_fired_time: 1.3914989233, propagate_forward_time: 46.9311218262, propagate_backward_time: 67.1740951538, weight_update_time: 0.1991339922, other_time: 4.2330627441
epoch time: 10.5481834412s, input_fired_time: 0.2186259925, output_fired_time: 0.0000000000, propagate_forward_time: 9.6121845245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7173728943
validation[          , genome  7007] predictions:    9613/  10000 (96.13%), best:    9741/10000 (97.41%), error:      1430.23303, best error:       849.11304 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 122.1533050537s, input_fired_time: 1.9200717211, output_fired_time: 1.4139504433, propagate_forward_time: 47.3053359985, propagate_backward_time: 67.2932434082, weight_update_time: 0.2113276422, other_time: 4.2207031250
epoch time: 10.3957881927s, input_fired_time: 0.2216494679, output_fired_time: 0.0000000000, propagate_forward_time: 9.4620647430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7120742798
validation[          , genome  7007] predictions:    9717/  10000 (97.17%), best:    9741/10000 (97.41%), error:       908.44617, best error:       849.11304 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 121.7179565430s, input_fired_time: 1.9485563040, output_fired_time: 1.4164121151, propagate_forward_time: 47.0407867432, propagate_backward_time: 67.1602096558, weight_update_time: 0.1950606555, other_time: 4.1519927979
epoch time: 10.3400592804s, input_fired_time: 0.2202126980, output_fired_time: 0.0000000000, propagate_forward_time: 9.3914051056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7284412384
validation[          , genome  7007] predictions:    9715/  10000 (97.15%), best:    9741/10000 (97.41%), error:       884.58923, best error:       849.11304 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 121.7368850708s, input_fired_time: 1.9437867403, output_fired_time: 1.4094734192, propagate_forward_time: 47.0025253296, propagate_backward_time: 67.2464599609, weight_update_time: 0.1956598610, other_time: 4.1346359253
epoch time: 10.4346427917s, input_fired_time: 0.2179150283, output_fired_time: 0.0000000000, propagate_forward_time: 9.4936380386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7230901718
validation[          , genome  7007] predictions:    9673/  10000 (96.73%), best:    9741/10000 (97.41%), error:      1050.25952, best error:       849.11304 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 122.4189758301s, input_fired_time: 1.9171880484, output_fired_time: 1.4003105164, propagate_forward_time: 47.4824409485, propagate_backward_time: 67.4298934937, weight_update_time: 0.1967101544, other_time: 4.1891403198
epoch time: 10.4358100891s, input_fired_time: 0.2130355239, output_fired_time: 0.0000000000, propagate_forward_time: 9.5102443695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7125301361
validation[          , genome  7007] predictions:    9687/  10000 (96.87%), best:    9741/10000 (97.41%), error:      1006.38568, best error:       849.11304 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 121.7003631592s, input_fired_time: 1.9029971361, output_fired_time: 1.4072679281, propagate_forward_time: 47.0582122803, propagate_backward_time: 67.1865234375, weight_update_time: 0.1956911534, other_time: 4.1453628540
epoch time: 10.3357381821s, input_fired_time: 0.2193267047, output_fired_time: 0.0000000000, propagate_forward_time: 9.4126691818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7037420273
validation[          , genome  7007] predictions:    9727/  10000 (97.27%), best:    9741/10000 (97.41%), error:       899.50378, best error:       849.11304 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 121.8994293213s, input_fired_time: 1.9189276695, output_fired_time: 1.4321794510, propagate_forward_time: 47.0540618896, propagate_backward_time: 67.3639221191, weight_update_time: 0.1968960613, other_time: 4.1303329468
epoch time: 10.4372529984s, input_fired_time: 0.2177110761, output_fired_time: 0.0000000000, propagate_forward_time: 9.5073003769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7122411728
validation[          , genome  7007] predictions:    9706/  10000 (97.06%), best:    9741/10000 (97.41%), error:       928.77209, best error:       849.11304 on epoch:    66, 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: 52.0616607666s, input_fired_time: 1.1471145153, output_fired_time: 0.0000000000, propagate_forward_time: 47.2572822571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6572647095
best training[          , genome  7007] predictions:   49473/  50000 (98.95%), best:    9741/10000 (97.41%), error:      1937.63708, best error:       849.11304 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 11.1687259674s, input_fired_time: 0.2287338227, output_fired_time: 0.0000000000, propagate_forward_time: 9.6278400421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3121519089
   testing[          , genome  7007] predictions:    9764/  10000 (97.64%), best:    9741/10000 (97.41%), error:       799.38544, best error:       849.11304 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:11:24 (11605): called boinc_finish(0)

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