Nameexact_genome_1512568488_41_7159_1
Workunit2607111
Created8 Dec 2017, 0:15:56 UTC
Sent8 Dec 2017, 0:21:48 UTC
Report deadline15 Dec 2017, 16:52:20 UTC
Received8 Dec 2017, 17:14:20 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time4 hours 14 min 47 sec
CPU time4 hours 8 min 58 sec
Validate stateValid
Credit1,921.97
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.54 MB
Peak swap size157.85 MB
Peak disk usage1.80 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
   9713/  10000 (97.13%), best:    9711/10000 (97.11%), error:       968.46228, best error:       922.92688 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 154.2534484863s, input_fired_time: 2.2230906487, output_fired_time: 1.4276862144, propagate_forward_time: 57.2422218323, propagate_backward_time: 88.7915191650, weight_update_time: 0.1588984728, other_time: 4.5689392090
epoch time: 13.1617689133s, input_fired_time: 0.2290497869, output_fired_time: 0.0000000000, propagate_forward_time: 12.2533426285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6793766022
validation[          , genome  7159] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       916.10638, best error:       916.10638 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 153.2228698730s, input_fired_time: 2.6089985371, output_fired_time: 1.4036921263, propagate_forward_time: 57.8064460754, propagate_backward_time: 87.8939971924, weight_update_time: 0.1606651247, other_time: 3.5097503662
epoch time: 12.2261648178s, input_fired_time: 0.1917749196, output_fired_time: 0.0000000000, propagate_forward_time: 10.4220781326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6123113632
validation[          , genome  7159] predictions:    9715/  10000 (97.15%), best:    9730/10000 (97.30%), error:       942.04089, best error:       916.10638 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 147.0261535645s, input_fired_time: 1.5386967659, output_fired_time: 1.3232077360, propagate_forward_time: 53.6397933960, propagate_backward_time: 86.1306762695, weight_update_time: 0.1594404727, other_time: 4.3937759399
epoch time: 12.0280408859s, input_fired_time: 0.1997109056, output_fired_time: 0.0000000000, propagate_forward_time: 11.2215127945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6068172455
validation[          , genome  7159] predictions:    9721/  10000 (97.21%), best:    9730/10000 (97.30%), error:       948.77765, best error:       916.10638 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 144.7595825195s, input_fired_time: 1.4938561916, output_fired_time: 1.3411748409, propagate_forward_time: 55.5848236084, propagate_backward_time: 83.0206680298, weight_update_time: 0.1582955122, other_time: 3.3190689087
epoch time: 12.3761987686s, input_fired_time: 0.1905194819, output_fired_time: 0.0000000000, propagate_forward_time: 11.5892438889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5964355469
validation[          , genome  7159] predictions:    9673/  10000 (96.73%), best:    9730/10000 (97.30%), error:      1067.17029, best error:       916.10638 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 144.5781707764s, input_fired_time: 1.4911177158, output_fired_time: 1.3327252865, propagate_forward_time: 54.4438591003, propagate_backward_time: 83.9094543457, weight_update_time: 0.1586810648, other_time: 3.4010162354
epoch time: 12.0696630478s, input_fired_time: 0.1929678172, output_fired_time: 0.0000000000, propagate_forward_time: 11.2605094910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6161861420
validation[          , genome  7159] predictions:    9699/  10000 (96.99%), best:    9730/10000 (97.30%), error:       918.44794, best error:       916.10638 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 153.7952270508s, input_fired_time: 1.6373726130, output_fired_time: 1.4098869562, propagate_forward_time: 57.1567459106, propagate_backward_time: 88.9631347656, weight_update_time: 0.1687784791, other_time: 4.6280899048
epoch time: 12.5138196945s, input_fired_time: 0.1981416643, output_fired_time: 0.0000000000, propagate_forward_time: 11.6525573730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6631202698
validation[          , genome  7159] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       896.12701, best error:       896.12701 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 146.2572784424s, input_fired_time: 1.6076815128, output_fired_time: 1.3329302073, propagate_forward_time: 56.2620353699, propagate_backward_time: 83.4785079956, weight_update_time: 0.1606289744, other_time: 3.5761184692
epoch time: 12.0679197311s, input_fired_time: 0.1912818402, output_fired_time: 0.0000000000, propagate_forward_time: 11.2456521988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6309852600
validation[          , genome  7159] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       905.82715, best error:       896.12701 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 143.6861267090s, input_fired_time: 1.4890800714, output_fired_time: 1.3128812313, propagate_forward_time: 53.9964485168, propagate_backward_time: 83.4755554199, weight_update_time: 0.1586394310, other_time: 3.4121704102
epoch time: 12.0522508621s, input_fired_time: 0.1927479506, output_fired_time: 0.0000000000, propagate_forward_time: 11.2388534546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6206493378
validation[          , genome  7159] predictions:    9713/  10000 (97.13%), best:    9731/10000 (97.31%), error:       935.43982, best error:       896.12701 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 143.1305541992s, input_fired_time: 1.5220254660, output_fired_time: 1.3062973022, propagate_forward_time: 53.7807846069, propagate_backward_time: 83.0955810547, weight_update_time: 0.1594566852, other_time: 3.4258804321
epoch time: 11.9890937805s, input_fired_time: 0.1935111731, output_fired_time: 0.0000000000, propagate_forward_time: 11.1908349991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6047477722
validation[          , genome  7159] predictions:    9691/  10000 (96.91%), best:    9731/10000 (97.31%), error:       949.92609, best error:       896.12701 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 146.4750823975s, input_fired_time: 1.5345408916, output_fired_time: 1.4092155695, propagate_forward_time: 55.2360420227, propagate_backward_time: 84.8496551514, weight_update_time: 0.1649245769, other_time: 3.4456329346
epoch time: 12.1297636032s, input_fired_time: 0.1937541515, output_fired_time: 0.0000000000, propagate_forward_time: 11.2566213608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6793880463
validation[          , genome  7159] predictions:    9699/  10000 (96.99%), best:    9731/10000 (97.31%), error:       998.12512, best error:       896.12701 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 146.9854736328s, input_fired_time: 1.5201718807, output_fired_time: 1.3578903675, propagate_forward_time: 55.3580360413, propagate_backward_time: 85.2441711426, weight_update_time: 0.1595573276, other_time: 3.5052032471
epoch time: 10.7114162445s, input_fired_time: 0.1858577579, output_fired_time: 0.0000000000, propagate_forward_time: 9.9293966293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5961618423
validation[          , genome  7159] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       869.50110, best error:       869.50110 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 144.8514862061s, input_fired_time: 1.5063532591, output_fired_time: 1.3113269806, propagate_forward_time: 55.2013244629, propagate_backward_time: 83.2781600952, weight_update_time: 0.1598964483, other_time: 3.5543289185
epoch time: 10.6938571930s, input_fired_time: 0.1854111850, output_fired_time: 0.0000000000, propagate_forward_time: 9.9158172607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5926284790
validation[          , genome  7159] predictions:    9730/  10000 (97.30%), best:    9739/10000 (97.39%), error:       908.95172, best error:       869.50110 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 142.8529205322s, input_fired_time: 1.4966832399, output_fired_time: 1.3142513037, propagate_forward_time: 53.6149139404, propagate_backward_time: 83.0166854858, weight_update_time: 0.1582455635, other_time: 3.4103775024
epoch time: 12.1622037888s, input_fired_time: 0.1959879696, output_fired_time: 0.0000000000, propagate_forward_time: 11.3481435776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6180725098
validation[          , genome  7159] predictions:    9697/  10000 (96.97%), best:    9739/10000 (97.39%), error:       963.13055, best error:       869.50110 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 143.5036773682s, input_fired_time: 1.5042995214, output_fired_time: 1.3119442463, propagate_forward_time: 56.0460891724, propagate_backward_time: 81.1643295288, weight_update_time: 0.1608239114, other_time: 3.4770050049
epoch time: 12.1899280548s, input_fired_time: 0.1957675517, output_fired_time: 0.0000000000, propagate_forward_time: 11.3787593842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6154012680
validation[          , genome  7159] predictions:    9680/  10000 (96.80%), best:    9739/10000 (97.39%), error:      1045.53040, best error:       869.50110 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 142.4350891113s, input_fired_time: 1.4926940203, output_fired_time: 1.3035498857, propagate_forward_time: 56.5495529175, propagate_backward_time: 79.6721878052, weight_update_time: 0.1583243310, other_time: 3.4171142578
epoch time: 11.9196138382s, input_fired_time: 0.1922245175, output_fired_time: 0.0000000000, propagate_forward_time: 11.0868530273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6405363083
validation[          , genome  7159] predictions:    9731/  10000 (97.31%), best:    9739/10000 (97.39%), error:       875.94391, best error:       869.50110 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 147.2801361084s, input_fired_time: 1.5612485409, output_fired_time: 1.3558268547, propagate_forward_time: 55.4030189514, propagate_backward_time: 85.3274993896, weight_update_time: 0.1604550481, other_time: 3.6325531006
epoch time: 12.9176883698s, input_fired_time: 0.1977585405, output_fired_time: 0.0000000000, propagate_forward_time: 12.0621185303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6578111649
validation[          , genome  7159] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       846.41730, best error:       846.41730 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 144.2142181396s, input_fired_time: 2.5577981472, output_fired_time: 1.3316897154, propagate_forward_time: 52.7404594421, propagate_backward_time: 83.0485916138, weight_update_time: 0.1713370383, other_time: 4.5356674194
epoch time: 10.7835206985s, input_fired_time: 0.1882665455, output_fired_time: 0.0000000000, propagate_forward_time: 9.9851541519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6100997925
validation[          , genome  7159] predictions:    9702/  10000 (97.02%), best:    9749/10000 (97.49%), error:       945.49640, best error:       846.41730 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 144.9779968262s, input_fired_time: 1.5074653625, output_fired_time: 1.3122334480, propagate_forward_time: 51.9901809692, propagate_backward_time: 86.5872955322, weight_update_time: 0.1597293466, other_time: 3.5808181763
epoch time: 12.2648582458s, input_fired_time: 0.2129735947, output_fired_time: 0.0000000000, propagate_forward_time: 11.3734397888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6784448624
validation[          , genome  7159] predictions:    9714/  10000 (97.14%), best:    9749/10000 (97.49%), error:       990.51624, best error:       846.41730 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 147.5857696533s, input_fired_time: 1.5441373587, output_fired_time: 1.3333705664, propagate_forward_time: 57.2059860229, propagate_backward_time: 82.9110946655, weight_update_time: 0.1650096625, other_time: 4.5911712646
epoch time: 11.0207910538s, input_fired_time: 0.1946909726, output_fired_time: 0.0000000000, propagate_forward_time: 10.2070789337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6190214157
validation[          , genome  7159] predictions:    9732/  10000 (97.32%), best:    9749/10000 (97.49%), error:       901.41022, best error:       846.41730 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 143.4806518555s, input_fired_time: 2.4133400917, output_fired_time: 1.3206411600, propagate_forward_time: 53.3504066467, propagate_backward_time: 81.8965759277, weight_update_time: 0.1601027995, other_time: 4.4996795654
epoch time: 12.0391426086s, input_fired_time: 0.1934468150, output_fired_time: 0.0000000000, propagate_forward_time: 11.2219133377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6237821579
validation[          , genome  7159] predictions:    9700/  10000 (97.00%), best:    9749/10000 (97.49%), error:       904.33899, best error:       846.41730 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 142.0605926514s, input_fired_time: 1.4989386797, output_fired_time: 1.3037103415, propagate_forward_time: 54.4703979492, propagate_backward_time: 81.2877426147, weight_update_time: 0.1592126042, other_time: 3.4998092651
epoch time: 12.1328001022s, input_fired_time: 0.1967826039, output_fired_time: 0.0000000000, propagate_forward_time: 11.3017120361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6343050003
validation[          , genome  7159] predictions:    9702/  10000 (97.02%), best:    9749/10000 (97.49%), error:      1053.32910, best error:       846.41730 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 142.9117126465s, input_fired_time: 1.5104444027, output_fired_time: 1.3033928871, propagate_forward_time: 50.7936325073, propagate_backward_time: 84.7332611084, weight_update_time: 0.1610947102, other_time: 4.5709915161
epoch time: 11.9454708099s, input_fired_time: 1.2029451132, output_fired_time: 0.0000000000, propagate_forward_time: 10.1242980957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6182279587
validation[          , genome  7159] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       801.14203, best error:       801.14203 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 143.3894195557s, input_fired_time: 1.5188667774, output_fired_time: 1.3105102777, propagate_forward_time: 53.0224533081, propagate_backward_time: 83.9872589111, weight_update_time: 0.1608772874, other_time: 3.5503311157
epoch time: 10.7627010345s, input_fired_time: 0.1929301322, output_fired_time: 0.0000000000, propagate_forward_time: 9.9582958221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6114749908
validation[          , genome  7159] predictions:    9751/  10000 (97.51%), best:    9764/10000 (97.64%), error:       867.83777, best error:       801.14203 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 143.4182281494s, input_fired_time: 2.5269310474, output_fired_time: 1.3128373623, propagate_forward_time: 53.8700942993, propagate_backward_time: 82.1967086792, weight_update_time: 0.1604267210, other_time: 3.5116577148
epoch time: 11.9359798431s, input_fired_time: 0.1948791444, output_fired_time: 0.0000000000, propagate_forward_time: 11.1302833557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6108169556
validation[          , genome  7159] predictions:    9732/  10000 (97.32%), best:    9764/10000 (97.64%), error:       838.71619, best error:       801.14203 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 146.9532623291s, input_fired_time: 1.5316337347, output_fired_time: 1.3393135071, propagate_forward_time: 53.9985275269, propagate_backward_time: 86.4042358398, weight_update_time: 0.1625526249, other_time: 3.6795578003
epoch time: 12.0780868530s, input_fired_time: 0.1976871789, output_fired_time: 0.0000000000, propagate_forward_time: 11.1347637177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7456359863
validation[          , genome  7159] predictions:    9757/  10000 (97.57%), best:    9764/10000 (97.64%), error:       869.93994, best error:       801.14203 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 143.9848785400s, input_fired_time: 1.5344960690, output_fired_time: 1.3517918587, propagate_forward_time: 53.2279243469, propagate_backward_time: 84.3200302124, weight_update_time: 0.1687658280, other_time: 3.5506362915
epoch time: 12.8598289490s, input_fired_time: 0.2078926265, output_fired_time: 0.0000000000, propagate_forward_time: 12.0010910034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6508455276
validation[          , genome  7159] predictions:    9730/  10000 (97.30%), best:    9764/10000 (97.64%), error:       915.67310, best error:       801.14203 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 148.8649291992s, input_fired_time: 1.5450421572, output_fired_time: 1.3701549768, propagate_forward_time: 55.3502616882, propagate_backward_time: 87.0112915039, weight_update_time: 0.1663949937, other_time: 3.5881805420
epoch time: 12.2093639374s, input_fired_time: 0.1958570331, output_fired_time: 0.0000000000, propagate_forward_time: 11.3714103699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6420965195
validation[          , genome  7159] predictions:    9737/  10000 (97.37%), best:    9764/10000 (97.64%), error:       885.22382, best error:       801.14203 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 151.9077911377s, input_fired_time: 1.6098805666, output_fired_time: 1.3691856861, propagate_forward_time: 54.7470054626, propagate_backward_time: 89.4755172729, weight_update_time: 0.1634398848, other_time: 4.7061996460
epoch time: 10.9257669449s, input_fired_time: 0.1941734850, output_fired_time: 0.0000000000, propagate_forward_time: 10.1060638428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6255292892
validation[          , genome  7159] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       800.20142, best error:       800.20142 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 144.8967895508s, input_fired_time: 1.5560835600, output_fired_time: 1.3184809685, propagate_forward_time: 52.7248992920, propagate_backward_time: 84.6135864258, weight_update_time: 0.1625061482, other_time: 4.6837463379
epoch time: 12.0755062103s, input_fired_time: 0.1967928261, output_fired_time: 0.0000000000, propagate_forward_time: 11.2359056473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6428079605
validation[          , genome  7159] predictions:    9738/  10000 (97.38%), best:    9759/10000 (97.59%), error:       890.03302, best error:       800.20142 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 144.3029327393s, input_fired_time: 2.5268571377, output_fired_time: 1.3286194801, propagate_forward_time: 54.3119544983, propagate_backward_time: 82.6101226807, weight_update_time: 0.1673949361, other_time: 3.5253906250
epoch time: 12.1805973053s, input_fired_time: 0.1971877813, output_fired_time: 0.0000000000, propagate_forward_time: 10.3233385086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6600713730
validation[          , genome  7159] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       757.20270, best error:       757.20270 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 142.0338745117s, input_fired_time: 1.5199470520, output_fired_time: 1.3065522909, propagate_forward_time: 52.4343910217, propagate_backward_time: 83.2122268677, weight_update_time: 0.1610010117, other_time: 3.5607681274
epoch time: 12.0072889328s, input_fired_time: 0.1956180781, output_fired_time: 0.0000000000, propagate_forward_time: 11.1823549271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6293163300
validation[          , genome  7159] predictions:    9750/  10000 (97.50%), best:    9777/10000 (97.77%), error:       811.19958, best error:       757.20270 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 145.5067138672s, input_fired_time: 1.5388296843, output_fired_time: 1.3234809637, propagate_forward_time: 52.7281341553, propagate_backward_time: 86.4202728271, weight_update_time: 0.1627822518, other_time: 3.4959869385
epoch time: 10.9028482437s, input_fired_time: 0.1932214648, output_fired_time: 0.0000000000, propagate_forward_time: 10.0818910599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6277360916
validation[          , genome  7159] predictions:    9746/  10000 (97.46%), best:    9777/10000 (97.77%), error:       839.45648, best error:       757.20270 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 142.6332244873s, input_fired_time: 1.5244827271, output_fired_time: 1.3115177155, propagate_forward_time: 55.3720436096, propagate_backward_time: 80.8795166016, weight_update_time: 0.1610527039, other_time: 3.5456542969
epoch time: 10.7934808731s, input_fired_time: 0.1919220388, output_fired_time: 0.0000000000, propagate_forward_time: 9.9601879120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6413707733
validation[          , genome  7159] predictions:    9758/  10000 (97.58%), best:    9777/10000 (97.77%), error:       800.27344, best error:       757.20270 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 142.2752685547s, input_fired_time: 1.5329834223, output_fired_time: 1.3073389530, propagate_forward_time: 56.5139007568, propagate_backward_time: 79.3989944458, weight_update_time: 0.1600382328, other_time: 3.5220413208
epoch time: 11.8382968903s, input_fired_time: 1.2069915533, output_fired_time: 0.0000000000, propagate_forward_time: 9.9867019653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6446037292
validation[          , genome  7159] predictions:    9754/  10000 (97.54%), best:    9777/10000 (97.77%), error:       824.86224, best error:       757.20270 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 142.6839447021s, input_fired_time: 1.5194460154, output_fired_time: 1.3117408752, propagate_forward_time: 51.6315078735, propagate_backward_time: 84.7225341797, weight_update_time: 0.1612217724, other_time: 3.4987258911
epoch time: 11.8636655807s, input_fired_time: 0.1984984577, output_fired_time: 0.0000000000, propagate_forward_time: 11.0410699844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6240968704
validation[          , genome  7159] predictions:    9729/  10000 (97.29%), best:    9777/10000 (97.77%), error:       843.09528, best error:       757.20270 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 143.2218627930s, input_fired_time: 1.5427038670, output_fired_time: 1.3152614832, propagate_forward_time: 55.9172515869, propagate_backward_time: 80.9543685913, weight_update_time: 0.1592938602, other_time: 3.4922714233
epoch time: 10.8190793991s, input_fired_time: 0.1909851581, output_fired_time: 0.0000000000, propagate_forward_time: 9.9692049026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6588897705
validation[          , genome  7159] predictions:    9719/  10000 (97.19%), best:    9777/10000 (97.77%), error:       925.90515, best error:       757.20270 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 154.0162048340s, input_fired_time: 1.5173809528, output_fired_time: 1.3075524569, propagate_forward_time: 64.8742065430, propagate_backward_time: 81.8377838135, weight_update_time: 0.1594033241, other_time: 4.4792785645
epoch time: 10.8790512085s, input_fired_time: 0.1943742335, output_fired_time: 0.0000000000, propagate_forward_time: 10.0408430099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6438341141
validation[          , genome  7159] predictions:    9766/  10000 (97.66%), best:    9777/10000 (97.77%), error:       795.43939, best error:       757.20270 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 142.3149566650s, input_fired_time: 1.5164173841, output_fired_time: 1.3079988956, propagate_forward_time: 53.5916786194, propagate_backward_time: 81.4647979736, weight_update_time: 0.1605893523, other_time: 4.4340667725
epoch time: 11.9742660522s, input_fired_time: 0.1973998249, output_fired_time: 0.0000000000, propagate_forward_time: 11.1676712036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6091947556
validation[          , genome  7159] predictions:    9693/  10000 (96.93%), best:    9777/10000 (97.77%), error:      1018.75372, best error:       757.20270 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 143.2182769775s, input_fired_time: 1.5146421194, output_fired_time: 1.3169130087, propagate_forward_time: 51.8018531799, propagate_backward_time: 85.1227645874, weight_update_time: 0.1598978639, other_time: 3.4621047974
epoch time: 12.1728010178s, input_fired_time: 0.1995461285, output_fired_time: 0.0000000000, propagate_forward_time: 11.3673295975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6059255600
validation[          , genome  7159] predictions:    9737/  10000 (97.37%), best:    9777/10000 (97.77%), error:       909.15399, best error:       757.20270 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 143.2789459229s, input_fired_time: 1.5343842506, output_fired_time: 1.3172565699, propagate_forward_time: 53.8716011047, propagate_backward_time: 83.0758285522, weight_update_time: 0.1594071984, other_time: 3.4798812866
epoch time: 10.8522882462s, input_fired_time: 0.1930093467, output_fired_time: 0.0000000000, propagate_forward_time: 9.9883403778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6709384918
validation[          , genome  7159] predictions:    9771/  10000 (97.71%), best:    9777/10000 (97.77%), error:       793.99719, best error:       757.20270 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 153.0818481445s, input_fired_time: 2.6109192371, output_fired_time: 1.3758591413, propagate_forward_time: 58.4665832520, propagate_backward_time: 87.0037765503, weight_update_time: 0.1685684025, other_time: 3.6247177124
epoch time: 12.0984268188s, input_fired_time: 0.1967820972, output_fired_time: 0.0000000000, propagate_forward_time: 11.2862386703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6154060364
validation[          , genome  7159] predictions:    9723/  10000 (97.23%), best:    9777/10000 (97.77%), error:       889.11792, best error:       757.20270 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 142.7031555176s, input_fired_time: 1.5167201757, output_fired_time: 1.2997766733, propagate_forward_time: 53.7758026123, propagate_backward_time: 82.6984100342, weight_update_time: 0.1593911648, other_time: 3.4124450684
epoch time: 10.8308849335s, input_fired_time: 0.1929042488, output_fired_time: 0.0000000000, propagate_forward_time: 10.0257520676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6122283936
validation[          , genome  7159] predictions:    9770/  10000 (97.70%), best:    9777/10000 (97.77%), error:       801.21863, best error:       757.20270 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 146.1404113770s, input_fired_time: 1.5349013805, output_fired_time: 1.3268254995, propagate_forward_time: 54.7516479492, propagate_backward_time: 85.0722656250, weight_update_time: 0.1591526121, other_time: 3.4547729492
epoch time: 10.7824029922s, input_fired_time: 0.1922607422, output_fired_time: 0.0000000000, propagate_forward_time: 9.9736118317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6165304184
validation[          , genome  7159] predictions:    9686/  10000 (96.86%), best:    9777/10000 (97.77%), error:      1002.38464, best error:       757.20270 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 142.7138977051s, input_fired_time: 2.5302290916, output_fired_time: 1.3029553890, propagate_forward_time: 53.8283843994, propagate_backward_time: 81.6665039063, weight_update_time: 0.1590261310, other_time: 3.3858337402
epoch time: 12.0382986069s, input_fired_time: 0.1998076737, output_fired_time: 0.0000000000, propagate_forward_time: 11.2135705948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6249198914
validation[          , genome  7159] predictions:    9772/  10000 (97.72%), best:    9777/10000 (97.77%), error:       763.52533, best error:       757.20270 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 144.8253936768s, input_fired_time: 1.5228419304, output_fired_time: 2.3209900856, propagate_forward_time: 53.5029907227, propagate_backward_time: 84.0247726440, weight_update_time: 0.1592351645, other_time: 3.4538040161
epoch time: 11.8747882843s, input_fired_time: 0.1973950416, output_fired_time: 0.0000000000, propagate_forward_time: 11.0432491302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6341438293
validation[          , genome  7159] predictions:    9756/  10000 (97.56%), best:    9777/10000 (97.77%), error:       802.89624, best error:       757.20270 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 143.2101440430s, input_fired_time: 1.5225015879, output_fired_time: 1.3061838150, propagate_forward_time: 51.9231262207, propagate_backward_time: 83.0205917358, weight_update_time: 0.1598519832, other_time: 5.4377365112
epoch time: 12.0371789932s, input_fired_time: 0.1980297267, output_fired_time: 0.0000000000, propagate_forward_time: 11.2266321182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6125173569
validation[          , genome  7159] predictions:    9753/  10000 (97.53%), best:    9777/10000 (97.77%), error:       819.29504, best error:       757.20270 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 142.7694244385s, input_fired_time: 1.5111430883, output_fired_time: 1.3127465248, propagate_forward_time: 53.7517127991, propagate_backward_time: 82.8178176880, weight_update_time: 0.1580045968, other_time: 3.3760147095
epoch time: 10.9421358109s, input_fired_time: 0.1935063899, output_fired_time: 0.0000000000, propagate_forward_time: 10.1333093643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6153202057
validation[          , genome  7159] predictions:    9741/  10000 (97.41%), best:    9777/10000 (97.77%), error:       865.63910, best error:       757.20270 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 149.6063690186s, input_fired_time: 1.5553824902, output_fired_time: 1.3189119101, propagate_forward_time: 53.9710807800, propagate_backward_time: 88.2542877197, weight_update_time: 0.1682570130, other_time: 4.5066986084
epoch time: 10.6721620560s, input_fired_time: 0.1918482184, output_fired_time: 0.0000000000, propagate_forward_time: 9.8637027740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6166114807
validation[          , genome  7159] predictions:    9742/  10000 (97.42%), best:    9777/10000 (97.77%), error:       836.54901, best error:       757.20270 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 145.5533294678s, input_fired_time: 1.5403537750, output_fired_time: 1.3101845980, propagate_forward_time: 56.4124259949, propagate_backward_time: 82.9221420288, weight_update_time: 0.1584904045, other_time: 3.3682174683
epoch time: 10.8768186569s, input_fired_time: 0.1908923537, output_fired_time: 0.0000000000, propagate_forward_time: 10.1053657532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5805606842
validation[          , genome  7159] predictions:    9733/  10000 (97.33%), best:    9777/10000 (97.77%), error:       914.56317, best error:       757.20270 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 143.7549438477s, input_fired_time: 2.5638239384, output_fired_time: 1.3067256212, propagate_forward_time: 52.1935043335, propagate_backward_time: 84.3611526489, weight_update_time: 0.1577090174, other_time: 3.3297271729
epoch time: 12.8940696716s, input_fired_time: 0.1992602944, output_fired_time: 0.0000000000, propagate_forward_time: 12.0732097626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6215991974
validation[          , genome  7159] predictions:    9753/  10000 (97.53%), best:    9777/10000 (97.77%), error:       806.13733, best error:       757.20270 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 158.2097473145s, input_fired_time: 2.6910252571, output_fired_time: 1.4937433004, propagate_forward_time: 57.9719467163, propagate_backward_time: 92.4312438965, weight_update_time: 0.1764920503, other_time: 3.6217880249
epoch time: 11.9027576447s, input_fired_time: 0.1980268508, output_fired_time: 0.0000000000, propagate_forward_time: 11.1085186005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5962123871
validation[          , genome  7159] predictions:    9718/  10000 (97.18%), best:    9777/10000 (97.77%), error:       930.68762, best error:       757.20270 on epoch:    44, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 143.1624908447s, input_fired_time: 1.5157766342, output_fired_time: 1.3044995070, propagate_forward_time: 53.7821540833, propagate_backward_time: 83.2407608032, weight_update_time: 0.1574416757, other_time: 3.3192977905
epoch time: 11.0114059448s, input_fired_time: 0.1970832050, output_fired_time: 0.0000000000, propagate_forward_time: 10.2271165848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5872058868
validation[          , genome  7159] predictions:    9738/  10000 (97.38%), best:    9777/10000 (97.77%), error:       852.62323, best error:       757.20270 on epoch:    44, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 150.8402709961s, input_fired_time: 1.6433424950, output_fired_time: 2.4486622810, propagate_forward_time: 57.2144088745, propagate_backward_time: 86.0601196289, weight_update_time: 0.1584592462, other_time: 3.4737319946
epoch time: 10.9611148834s, input_fired_time: 0.2147812992, output_fired_time: 0.0000000000, propagate_forward_time: 10.1562728882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5900602341
validation[          , genome  7159] predictions:    9760/  10000 (97.60%), best:    9777/10000 (97.77%), error:       786.82581, best error:       757.20270 on epoch:    44, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 145.8259887695s, input_fired_time: 1.5236818790, output_fired_time: 1.3155305386, propagate_forward_time: 56.6162338257, propagate_backward_time: 82.9866561890, weight_update_time: 0.1583677083, other_time: 3.3838806152
epoch time: 10.9374475479s, input_fired_time: 0.1949240714, output_fired_time: 0.0000000000, propagate_forward_time: 10.1500902176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5924329758
validation[          , genome  7159] predictions:    9764/  10000 (97.64%), best:    9777/10000 (97.77%), error:       778.83337, best error:       757.20270 on epoch:    44, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 163.3282928467s, input_fired_time: 1.7734689713, output_fired_time: 1.5573666096, propagate_forward_time: 60.3683471680, propagate_backward_time: 95.8354949951, weight_update_time: 0.1703584641, other_time: 3.7936096191
epoch time: 12.0260162354s, input_fired_time: 0.1993858814, output_fired_time: 0.0000000000, propagate_forward_time: 11.2168846130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6097459793
validation[          , genome  7159] predictions:    9735/  10000 (97.35%), best:    9777/10000 (97.77%), error:       937.72699, best error:       757.20270 on epoch:    44, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 148.6139221191s, input_fired_time: 1.6358405352, output_fired_time: 1.3518326283, propagate_forward_time: 54.5915260315, propagate_backward_time: 87.6217041016, weight_update_time: 0.1674220264, other_time: 3.4130249023
epoch time: 13.9853897095s, input_fired_time: 0.2628079653, output_fired_time: 0.0000000000, propagate_forward_time: 12.9521055222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7704763412
validation[          , genome  7159] predictions:    9767/  10000 (97.67%), best:    9777/10000 (97.77%), error:       758.16174, best error:       757.20270 on epoch:    44, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 144.5122222900s, input_fired_time: 1.5279589891, output_fired_time: 1.3423177004, propagate_forward_time: 54.4703292847, propagate_backward_time: 82.7632369995, weight_update_time: 0.1582665741, other_time: 4.4083862305
epoch time: 14.1551895142s, input_fired_time: 0.2710962892, output_fired_time: 0.0000000000, propagate_forward_time: 13.1340065002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7500867844
validation[          , genome  7159] predictions:    9757/  10000 (97.57%), best:    9777/10000 (97.77%), error:       803.06616, best error:       757.20270 on epoch:    44, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 143.0891265869s, input_fired_time: 1.5182788372, output_fired_time: 1.3200088739, propagate_forward_time: 52.9618911743, propagate_backward_time: 83.9664154053, weight_update_time: 0.1585920751, other_time: 3.3225326538
epoch time: 11.7259168625s, input_fired_time: 0.1962964088, output_fired_time: 0.0000000000, propagate_forward_time: 10.9448165894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5848035812
validation[          , genome  7159] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       727.61713, best error:       727.61713 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 143.4535369873s, input_fired_time: 1.5202543736, output_fired_time: 1.2952705622, propagate_forward_time: 52.0445365906, propagate_backward_time: 84.2516250610, weight_update_time: 0.1578551233, other_time: 4.3418502808
epoch time: 12.5322942734s, input_fired_time: 0.2007332742, output_fired_time: 0.0000000000, propagate_forward_time: 11.7037725449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6277885437
validation[          , genome  7159] predictions:    9766/  10000 (97.66%), best:    9779/10000 (97.79%), error:       776.71881, best error:       727.61713 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 147.9352569580s, input_fired_time: 2.4776954651, output_fired_time: 1.3453012705, propagate_forward_time: 53.9008369446, propagate_backward_time: 86.8053512573, weight_update_time: 0.1588960439, other_time: 3.4060745239
epoch time: 12.2395286560s, input_fired_time: 0.1999889761, output_fired_time: 0.0000000000, propagate_forward_time: 11.4422607422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5972785950
validation[          , genome  7159] predictions:    9724/  10000 (97.24%), best:    9779/10000 (97.79%), error:       891.79950, best error:       727.61713 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 143.0144653320s, input_fired_time: 1.5197021961, output_fired_time: 2.3245985508, propagate_forward_time: 50.8814125061, propagate_backward_time: 84.9735412598, weight_update_time: 0.1569020897, other_time: 3.3152160645
epoch time: 12.2185029984s, input_fired_time: 0.2016030848, output_fired_time: 0.0000000000, propagate_forward_time: 11.3938131332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6230869293
validation[          , genome  7159] predictions:    9751/  10000 (97.51%), best:    9779/10000 (97.79%), error:       874.44360, best error:       727.61713 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 143.9158782959s, input_fired_time: 1.5276420116, output_fired_time: 1.2993098497, propagate_forward_time: 53.3759956360, propagate_backward_time: 84.3781127930, weight_update_time: 0.1582739204, other_time: 3.3348083496
epoch time: 10.8428211212s, input_fired_time: 0.1955901831, output_fired_time: 0.0000000000, propagate_forward_time: 10.0653390884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5818920135
validation[          , genome  7159] predictions:    9757/  10000 (97.57%), best:    9779/10000 (97.79%), error:       771.71405, best error:       727.61713 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 145.3101196289s, input_fired_time: 1.5350297689, output_fired_time: 1.3096853495, propagate_forward_time: 53.2731819153, propagate_backward_time: 85.7553787231, weight_update_time: 0.1595494151, other_time: 3.4368362427
epoch time: 10.7888984680s, input_fired_time: 0.1956952214, output_fired_time: 0.0000000000, propagate_forward_time: 9.9992380142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5939655304
validation[          , genome  7159] predictions:    9721/  10000 (97.21%), best:    9779/10000 (97.79%), error:       861.65295, best error:       727.61713 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 144.0902404785s, input_fired_time: 1.5338387489, output_fired_time: 2.3185324669, propagate_forward_time: 52.1480979919, propagate_backward_time: 83.5800323486, weight_update_time: 0.1593990177, other_time: 4.5097351074
epoch time: 12.1385107040s, input_fired_time: 0.2000964582, output_fired_time: 0.0000000000, propagate_forward_time: 11.3307390213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6076755524
validation[          , genome  7159] predictions:    9760/  10000 (97.60%), best:    9779/10000 (97.79%), error:       787.93066, best error:       727.61713 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 151.0272369385s, input_fired_time: 1.5875921249, output_fired_time: 1.3298568726, propagate_forward_time: 56.1311340332, propagate_backward_time: 88.4822616577, weight_update_time: 0.1606431007, other_time: 3.4964065552
epoch time: 12.4706678391s, input_fired_time: 0.2279224396, output_fired_time: 0.0000000000, propagate_forward_time: 11.5613632202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6813821793
validation[          , genome  7159] predictions:    9747/  10000 (97.47%), best:    9779/10000 (97.79%), error:       856.60486, best error:       727.61713 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 147.9305572510s, input_fired_time: 1.5326465368, output_fired_time: 1.3730266094, propagate_forward_time: 53.6062469482, propagate_backward_time: 88.0031356812, weight_update_time: 0.1583893150, other_time: 3.4154891968
epoch time: 10.9651679993s, input_fired_time: 0.1966692358, output_fired_time: 0.0000000000, propagate_forward_time: 10.1238098145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6446886063
validation[          , genome  7159] predictions:    9753/  10000 (97.53%), best:    9779/10000 (97.79%), error:       781.97650, best error:       727.61713 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 143.7637634277s, input_fired_time: 1.5312860012, output_fired_time: 1.3100701571, propagate_forward_time: 53.1087799072, propagate_backward_time: 84.4119262695, weight_update_time: 0.1585495770, other_time: 3.4017028809
epoch time: 12.0678148270s, input_fired_time: 0.1990242600, output_fired_time: 0.0000000000, propagate_forward_time: 11.2603864670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6084041595
validation[          , genome  7159] predictions:    9764/  10000 (97.64%), best:    9779/10000 (97.79%), error:       745.02832, best error:       727.61713 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 147.5115203857s, input_fired_time: 1.5806455612, output_fired_time: 1.3439276218, propagate_forward_time: 55.6733245850, propagate_backward_time: 85.5421295166, weight_update_time: 0.1584532708, other_time: 3.3714904785
epoch time: 12.1420164108s, input_fired_time: 0.2031816691, output_fired_time: 0.0000000000, propagate_forward_time: 11.2965440750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6422910690
validation[          , genome  7159] predictions:    9764/  10000 (97.64%), best:    9779/10000 (97.79%), error:       789.22528, best error:       727.61713 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 143.5416717529s, input_fired_time: 1.5390202999, output_fired_time: 1.3003220558, propagate_forward_time: 53.0251541138, propagate_backward_time: 84.3159637451, weight_update_time: 0.1583566368, other_time: 3.3612136841
epoch time: 11.9303665161s, input_fired_time: 0.1994700134, output_fired_time: 0.0000000000, propagate_forward_time: 11.1325435638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5983533859
validation[          , genome  7159] predictions:    9775/  10000 (97.75%), best:    9779/10000 (97.79%), error:       765.69537, best error:       727.61713 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 143.7320556641s, input_fired_time: 1.5747468472, output_fired_time: 1.3102859259, propagate_forward_time: 54.0109634399, propagate_backward_time: 83.4074478149, weight_update_time: 0.1616067886, other_time: 3.4286041260
epoch time: 12.1330804825s, input_fired_time: 0.2007038891, output_fired_time: 0.0000000000, propagate_forward_time: 11.3361864090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5961904526
validation[          , genome  7159] predictions:    9773/  10000 (97.73%), best:    9779/10000 (97.79%), error:       744.55707, best error:       727.61713 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 143.9512176514s, input_fired_time: 1.5389766693, output_fired_time: 1.3161213398, propagate_forward_time: 53.2570648193, propagate_backward_time: 84.4643936157, weight_update_time: 0.1586111635, other_time: 3.3746719360
epoch time: 10.8137426376s, input_fired_time: 0.1954566985, output_fired_time: 0.0000000000, propagate_forward_time: 10.0280904770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5901956558
validation[          , genome  7159] predictions:    9758/  10000 (97.58%), best:    9779/10000 (97.79%), error:       804.05048, best error:       727.61713 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 148.0281219482s, input_fired_time: 1.5913250446, output_fired_time: 1.3683426380, propagate_forward_time: 54.0563468933, propagate_backward_time: 87.5064392090, weight_update_time: 0.1607960165, other_time: 3.5056610107
epoch time: 11.6359729767s, input_fired_time: 0.2209902257, output_fired_time: 0.0000000000, propagate_forward_time: 10.8374814987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5775012970
validation[          , genome  7159] predictions:    9774/  10000 (97.74%), best:    9779/10000 (97.79%), error:       774.58112, best error:       727.61713 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 144.7268981934s, input_fired_time: 1.5313309431, output_fired_time: 1.3037985563, propagate_forward_time: 51.0665397644, propagate_backward_time: 87.4827041626, weight_update_time: 0.1579136103, other_time: 3.3425216675
epoch time: 10.6623754501s, input_fired_time: 0.1940278262, output_fired_time: 0.0000000000, propagate_forward_time: 9.8845987320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5837488174
validation[          , genome  7159] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       721.01556, best error:       721.01556 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 143.2672271729s, input_fired_time: 1.5371133089, output_fired_time: 1.3082747459, propagate_forward_time: 55.9156799316, propagate_backward_time: 80.0725097656, weight_update_time: 0.1598499566, other_time: 4.4336547852
epoch time: 12.0856800079s, input_fired_time: 0.2018802166, output_fired_time: 0.0000000000, propagate_forward_time: 11.2928228378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5909767151
validation[          , genome  7159] predictions:    9747/  10000 (97.47%), best:    9774/10000 (97.74%), error:       839.69208, best error:       721.01556 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 143.3501281738s, input_fired_time: 2.5485169888, output_fired_time: 1.3696496487, propagate_forward_time: 53.0067214966, propagate_backward_time: 83.0407791138, weight_update_time: 0.1586102098, other_time: 3.3844604492
epoch time: 11.9462871552s, input_fired_time: 0.2025170177, output_fired_time: 0.0000000000, propagate_forward_time: 11.1284198761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6153507233
validation[          , genome  7159] predictions:    9743/  10000 (97.43%), best:    9774/10000 (97.74%), error:       848.64404, best error:       721.01556 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 147.0792541504s, input_fired_time: 1.5724906921, output_fired_time: 1.3718432188, propagate_forward_time: 53.6259803772, propagate_backward_time: 86.0924758911, weight_update_time: 0.1586336493, other_time: 4.4164657593
epoch time: 12.1783103943s, input_fired_time: 0.2033443749, output_fired_time: 0.0000000000, propagate_forward_time: 11.3430976868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6318683624
validation[          , genome  7159] predictions:    9785/  10000 (97.85%), best:    9774/10000 (97.74%), error:       735.28870, best error:       721.01556 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 142.9876098633s, input_fired_time: 1.5356252193, output_fired_time: 1.3038349152, propagate_forward_time: 53.7801895142, propagate_backward_time: 83.0059280396, weight_update_time: 0.1584718823, other_time: 3.3620300293
epoch time: 12.0468454361s, input_fired_time: 0.1998272389, output_fired_time: 0.0000000000, propagate_forward_time: 11.2130079269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6340103149
validation[          , genome  7159] predictions:    9746/  10000 (97.46%), best:    9774/10000 (97.74%), error:       820.67731, best error:       721.01556 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 150.3639526367s, input_fired_time: 2.5504324436, output_fired_time: 1.3529311419, propagate_forward_time: 54.3890113831, propagate_backward_time: 88.5227813721, weight_update_time: 0.1591872573, other_time: 3.5487976074
epoch time: 13.7236652374s, input_fired_time: 0.2231003940, output_fired_time: 0.0000000000, propagate_forward_time: 12.8200616837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6805028915
validation[          , genome  7159] predictions:    9777/  10000 (97.77%), best:    9774/10000 (97.74%), error:       741.18121, best error:       721.01556 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 146.4991455078s, input_fired_time: 1.6113729477, output_fired_time: 1.3262249231, propagate_forward_time: 55.2635574341, propagate_backward_time: 84.8901214600, weight_update_time: 0.1595304161, other_time: 3.4078750610
epoch time: 11.9217367172s, input_fired_time: 1.2083073854, output_fired_time: 0.0000000000, propagate_forward_time: 10.1349554062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5784740448
validation[          , genome  7159] predictions:    9769/  10000 (97.69%), best:    9774/10000 (97.74%), error:       770.30585, best error:       721.01556 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 155.6143188477s, input_fired_time: 1.6760282516, output_fired_time: 1.4285875559, propagate_forward_time: 58.5600051880, propagate_backward_time: 90.3799819946, weight_update_time: 0.1678534448, other_time: 3.5697174072
epoch time: 10.9157447815s, input_fired_time: 0.1996356398, output_fired_time: 0.0000000000, propagate_forward_time: 10.1181221008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5979871750
validation[          , genome  7159] predictions:    9763/  10000 (97.63%), best:    9774/10000 (97.74%), error:       784.70703, best error:       721.01556 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 143.6346435547s, input_fired_time: 1.5498297215, output_fired_time: 1.3049005270, propagate_forward_time: 56.0673065186, propagate_backward_time: 81.3125152588, weight_update_time: 0.1591608822, other_time: 3.4000854492
epoch time: 12.1452016830s, input_fired_time: 0.2049600035, output_fired_time: 0.0000000000, propagate_forward_time: 10.2997608185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6404809952
validation[          , genome  7159] predictions:    9782/  10000 (97.82%), best:    9774/10000 (97.74%), error:       737.74976, best error:       721.01556 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 144.7745361328s, input_fired_time: 1.5481649637, output_fired_time: 1.3381805420, propagate_forward_time: 55.5139694214, propagate_backward_time: 82.9814910889, weight_update_time: 0.1581165791, other_time: 3.3927230835
epoch time: 13.3056793213s, input_fired_time: 0.2043104470, output_fired_time: 0.0000000000, propagate_forward_time: 12.4790410995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6223278046
validation[          , genome  7159] predictions:    9767/  10000 (97.67%), best:    9774/10000 (97.74%), error:       774.66315, best error:       721.01556 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 149.6911315918s, input_fired_time: 2.6340560913, output_fired_time: 1.3606671095, propagate_forward_time: 53.5344238281, propagate_backward_time: 87.6937866211, weight_update_time: 1.1743122339, other_time: 4.4681854248
epoch time: 12.2009792328s, input_fired_time: 0.2043505758, output_fired_time: 0.0000000000, propagate_forward_time: 11.3875665665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6090621948
validation[          , genome  7159] predictions:    9746/  10000 (97.46%), best:    9774/10000 (97.74%), error:       789.93646, best error:       721.01556 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 142.8987884521s, input_fired_time: 1.5478211641, output_fired_time: 1.3035264015, propagate_forward_time: 52.8278121948, propagate_backward_time: 83.8299331665, weight_update_time: 0.1586395651, other_time: 3.3896942139
epoch time: 12.2026739120s, input_fired_time: 0.2025184780, output_fired_time: 0.0000000000, propagate_forward_time: 11.3946037292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6055517197
validation[          , genome  7159] predictions:    9762/  10000 (97.62%), best:    9774/10000 (97.74%), error:       771.83099, best error:       721.01556 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 143.7921295166s, input_fired_time: 1.5460016727, output_fired_time: 1.3090060949, propagate_forward_time: 53.2365570068, propagate_backward_time: 84.3388442993, weight_update_time: 0.1588105261, other_time: 3.3617172241
epoch time: 11.8773164749s, input_fired_time: 0.1982614100, output_fired_time: 0.0000000000, propagate_forward_time: 11.0919647217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5870904922
validation[          , genome  7159] predictions:    9751/  10000 (97.51%), best:    9774/10000 (97.74%), error:       814.86798, best error:       721.01556 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 142.9465637207s, input_fired_time: 2.5515525341, output_fired_time: 1.3069519997, propagate_forward_time: 54.1663589478, propagate_backward_time: 81.5582504272, weight_update_time: 0.1587659717, other_time: 3.3634490967
epoch time: 10.8204050064s, input_fired_time: 0.1982418299, output_fired_time: 0.0000000000, propagate_forward_time: 10.0325202942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5896425247
validation[          , genome  7159] predictions:    9755/  10000 (97.55%), best:    9774/10000 (97.74%), error:       815.30212, best error:       721.01556 on epoch:    87, 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: 57.6075096130s, input_fired_time: 0.9925067425, output_fired_time: 0.0000000000, propagate_forward_time: 53.5098953247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1051063538
best training[          , genome  7159] predictions:   49632/  50000 (99.26%), best:    9774/10000 (97.74%), error:      1490.84802, best error:       721.01556 on epoch:    87, 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: 12.2328262329s, input_fired_time: 0.2005988806, output_fired_time: 0.0000000000, propagate_forward_time: 11.4244594574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6077680588
   testing[          , genome  7159] predictions:    9783/  10000 (97.83%), best:    9774/10000 (97.74%), error:       674.13580, best error:       721.01556 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:13:36 (6844): called boinc_finish(0)

</stderr_txt>
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