Nameexact_genome_1512568488_41_6544_1
Workunit2604016
Created7 Dec 2017, 20:30:21 UTC
Sent7 Dec 2017, 20:36:26 UTC
Report deadline15 Dec 2017, 21:39:41 UTC
Received8 Dec 2017, 12:26:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time4 hours 9 min 36 sec
CPU time4 hours 8 min 38 sec
Validate stateValid
Credit2,010.98
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.32 MB
Peak swap size158.65 MB
Peak disk usage1.68 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
67/  10000 (96.67%), best:    9679/10000 (96.79%), error:      1206.58069, best error:      1137.73877 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 135.2509155273s, input_fired_time: 1.6734610796, output_fired_time: 1.4956696033, propagate_forward_time: 50.3341560364, propagate_backward_time: 78.3877868652, weight_update_time: 0.1316630393, other_time: 3.3598480225
epoch time: 10.9845523834s, input_fired_time: 0.2068608701, output_fired_time: 0.0000000000, propagate_forward_time: 10.1765680313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6011238098
validation[          , genome  6544] predictions:    9612/  10000 (96.12%), best:    9679/10000 (96.79%), error:      1322.67188, best error:      1137.73877 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 135.1768646240s, input_fired_time: 1.6687461138, output_fired_time: 1.4978471994, propagate_forward_time: 50.3482322693, propagate_backward_time: 78.2907180786, weight_update_time: 0.1318431497, other_time: 3.3713150024
epoch time: 10.9643592834s, input_fired_time: 0.2084523588, output_fired_time: 0.0000000000, propagate_forward_time: 10.1525592804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6033477783
validation[          , genome  6544] predictions:    9620/  10000 (96.20%), best:    9679/10000 (96.79%), error:      1295.42651, best error:      1137.73877 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 135.6636810303s, input_fired_time: 1.6627385616, output_fired_time: 1.5102819204, propagate_forward_time: 50.4394454956, propagate_backward_time: 78.6969833374, weight_update_time: 0.1307261884, other_time: 3.3542327881
epoch time: 10.9427270889s, input_fired_time: 0.2142711580, output_fired_time: 0.0000000000, propagate_forward_time: 10.1298065186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5986490250
validation[          , genome  6544] predictions:    9646/  10000 (96.46%), best:    9679/10000 (96.79%), error:      1180.20703, best error:      1137.73877 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 136.9540100098s, input_fired_time: 1.6986342669, output_fired_time: 1.5216621161, propagate_forward_time: 51.0226516724, propagate_backward_time: 79.3168716431, weight_update_time: 0.1321668178, other_time: 3.3941802979
epoch time: 10.9078464508s, input_fired_time: 0.2125324756, output_fired_time: 0.0000000000, propagate_forward_time: 10.0923185349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6029958725
validation[          , genome  6544] predictions:    9664/  10000 (96.64%), best:    9679/10000 (96.79%), error:      1146.17651, best error:      1137.73877 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 136.0573272705s, input_fired_time: 1.6624006033, output_fired_time: 1.5095238686, propagate_forward_time: 50.6707954407, propagate_backward_time: 78.8791656494, weight_update_time: 0.1303559989, other_time: 3.3354492188
epoch time: 11.1829624176s, input_fired_time: 0.2106116563, output_fired_time: 0.0000000000, propagate_forward_time: 10.3717527390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6005983353
validation[          , genome  6544] predictions:    9660/  10000 (96.60%), best:    9679/10000 (96.79%), error:      1179.68225, best error:      1137.73877 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 135.4798583984s, input_fired_time: 1.6659927368, output_fired_time: 1.4865542650, propagate_forward_time: 50.5326156616, propagate_backward_time: 78.4237213135, weight_update_time: 0.1339152157, other_time: 3.3709793091
epoch time: 10.8897361755s, input_fired_time: 0.2125509828, output_fired_time: 0.0000000000, propagate_forward_time: 10.0785226822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5986623764
validation[          , genome  6544] predictions:    9637/  10000 (96.37%), best:    9679/10000 (96.79%), error:      1184.71790, best error:      1137.73877 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 136.0037384033s, input_fired_time: 1.6710171700, output_fired_time: 1.4878802299, propagate_forward_time: 50.6529731750, propagate_backward_time: 78.7897567749, weight_update_time: 0.1373134106, other_time: 3.4021072388
epoch time: 10.9688634872s, input_fired_time: 0.2175311148, output_fired_time: 0.0000000000, propagate_forward_time: 10.1503467560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6009855270
validation[          , genome  6544] predictions:    9649/  10000 (96.49%), best:    9679/10000 (96.79%), error:      1222.46411, best error:      1137.73877 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 135.9283752441s, input_fired_time: 1.6838628054, output_fired_time: 1.4998341799, propagate_forward_time: 50.6059417725, propagate_backward_time: 78.7178497314, weight_update_time: 0.1334462613, other_time: 3.4208831787
epoch time: 10.9820842743s, input_fired_time: 0.2173740119, output_fired_time: 0.0000000000, propagate_forward_time: 10.1781311035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5865793228
validation[          , genome  6544] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1137.25122, best error:      1137.25122 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 135.5672912598s, input_fired_time: 1.6752411127, output_fired_time: 1.4838426113, propagate_forward_time: 50.4824371338, propagate_backward_time: 78.5917282104, weight_update_time: 0.1303522885, other_time: 3.3340377808
epoch time: 11.0963869095s, input_fired_time: 0.2081122696, output_fired_time: 0.0000000000, propagate_forward_time: 10.2804670334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6078071594
validation[          , genome  6544] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1130.58105, best error:      1130.58105 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 135.4452972412s, input_fired_time: 1.6677289009, output_fired_time: 1.4955934286, propagate_forward_time: 50.4880332947, propagate_backward_time: 78.4490661621, weight_update_time: 0.1311226189, other_time: 3.3448791504
epoch time: 10.9309387207s, input_fired_time: 0.2082054764, output_fired_time: 0.0000000000, propagate_forward_time: 10.1408739090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5818595886
validation[          , genome  6544] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1108.55554, best error:      1108.55554 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 135.9565582275s, input_fired_time: 1.6670180559, output_fired_time: 1.5040476322, propagate_forward_time: 50.6274604797, propagate_backward_time: 78.7752990723, weight_update_time: 0.1307409257, other_time: 3.3827362061
epoch time: 11.1894426346s, input_fired_time: 0.2185314000, output_fired_time: 0.0000000000, propagate_forward_time: 10.3550453186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6158657074
validation[          , genome  6544] predictions:    9547/  10000 (95.47%), best:    9680/10000 (96.80%), error:      1558.68689, best error:      1108.55554 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 135.7625274658s, input_fired_time: 1.6891430616, output_fired_time: 1.4937725067, propagate_forward_time: 50.6399345398, propagate_backward_time: 78.5109863281, weight_update_time: 0.1379630417, other_time: 3.4286804199
epoch time: 10.7885036469s, input_fired_time: 0.2135493904, output_fired_time: 0.0000000000, propagate_forward_time: 9.9822664261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5926876068
validation[          , genome  6544] predictions:    9650/  10000 (96.50%), best:    9680/10000 (96.80%), error:      1202.28577, best error:      1108.55554 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 135.4764709473s, input_fired_time: 1.6813097000, output_fired_time: 1.5023697615, propagate_forward_time: 50.5011863708, propagate_backward_time: 78.4059448242, weight_update_time: 0.1315048337, other_time: 3.3856658936
epoch time: 11.0433969498s, input_fired_time: 0.2229531854, output_fired_time: 0.0000000000, propagate_forward_time: 10.2247610092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956830978
validation[          , genome  6544] predictions:    9615/  10000 (96.15%), best:    9680/10000 (96.80%), error:      1271.87244, best error:      1108.55554 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 135.8372192383s, input_fired_time: 1.6818114519, output_fired_time: 1.4915772676, propagate_forward_time: 50.5587577820, propagate_backward_time: 78.7469329834, weight_update_time: 0.1312577128, other_time: 3.3581390381
epoch time: 10.8365688324s, input_fired_time: 0.2119130939, output_fired_time: 0.0000000000, propagate_forward_time: 10.0338535309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5908021927
validation[          , genome  6544] predictions:    9648/  10000 (96.48%), best:    9680/10000 (96.80%), error:      1125.74060, best error:      1108.55554 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 135.4244689941s, input_fired_time: 1.6666567326, output_fired_time: 1.5114350319, propagate_forward_time: 50.4513244629, propagate_backward_time: 78.4336853027, weight_update_time: 0.1319705695, other_time: 3.3613739014
epoch time: 11.0299119949s, input_fired_time: 0.2143329978, output_fired_time: 0.0000000000, propagate_forward_time: 10.2225818634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5929975510
validation[          , genome  6544] predictions:    9656/  10000 (96.56%), best:    9680/10000 (96.80%), error:      1150.26392, best error:      1108.55554 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 136.9869079590s, input_fired_time: 1.7169724703, output_fired_time: 1.5364742279, propagate_forward_time: 51.1058540344, propagate_backward_time: 79.1939163208, weight_update_time: 0.1374717802, other_time: 3.4336929321
epoch time: 10.8857107162s, input_fired_time: 0.2107914835, output_fired_time: 0.0000000000, propagate_forward_time: 10.0856237411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5892953873
validation[          , genome  6544] predictions:    9670/  10000 (96.70%), best:    9680/10000 (96.80%), error:      1146.66321, best error:      1108.55554 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 136.4376068115s, input_fired_time: 1.6706311703, output_fired_time: 1.5172996521, propagate_forward_time: 50.8568878174, propagate_backward_time: 79.0427169800, weight_update_time: 0.1319847852, other_time: 3.3500747681
epoch time: 10.9627962112s, input_fired_time: 0.2121177614, output_fired_time: 0.0000000000, propagate_forward_time: 10.1542816162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5963964462
validation[          , genome  6544] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:      1059.21338, best error:      1059.21338 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 135.3952484131s, input_fired_time: 1.6757442951, output_fired_time: 1.5048882961, propagate_forward_time: 50.5083045959, propagate_backward_time: 78.3472671509, weight_update_time: 0.1353676617, other_time: 3.3590469360
epoch time: 10.9697446823s, input_fired_time: 0.2097024620, output_fired_time: 0.0000000000, propagate_forward_time: 10.1646156311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5954265594
validation[          , genome  6544] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:      1041.49548, best error:      1041.49548 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 135.9399719238s, input_fired_time: 1.6756333113, output_fired_time: 1.5197080374, propagate_forward_time: 50.5818748474, propagate_backward_time: 78.7828445435, weight_update_time: 0.1350142807, other_time: 3.3799057007
epoch time: 10.8176889420s, input_fired_time: 0.2195943594, output_fired_time: 0.0000000000, propagate_forward_time: 10.0077590942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5903358459
validation[          , genome  6544] predictions:    9687/  10000 (96.87%), best:    9695/10000 (96.95%), error:      1071.43982, best error:      1041.49548 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 135.6759643555s, input_fired_time: 1.6923776865, output_fired_time: 1.4954903126, propagate_forward_time: 50.5132827759, propagate_backward_time: 78.5789947510, weight_update_time: 0.1321058273, other_time: 3.3958206177
epoch time: 10.7472906113s, input_fired_time: 0.2112341523, output_fired_time: 0.0000000000, propagate_forward_time: 9.9424457550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5936107635
validation[          , genome  6544] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1028.93201, best error:      1028.93201 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 136.1343536377s, input_fired_time: 1.6768091917, output_fired_time: 1.5165631771, propagate_forward_time: 50.7700500488, propagate_backward_time: 78.8423156738, weight_update_time: 0.1314062774, other_time: 3.3286285400
epoch time: 10.9407491684s, input_fired_time: 0.2126443833, output_fired_time: 0.0000000000, propagate_forward_time: 10.1360511780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5920534134
validation[          , genome  6544] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1028.34375, best error:      1028.34375 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 135.9664154053s, input_fired_time: 1.6865876913, output_fired_time: 1.5212318897, propagate_forward_time: 50.5870323181, propagate_backward_time: 78.7915496826, weight_update_time: 0.1333977878, other_time: 3.3800201416
epoch time: 10.8060483932s, input_fired_time: 0.2152526677, output_fired_time: 0.0000000000, propagate_forward_time: 9.9944248199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5963706970
validation[          , genome  6544] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       999.49127, best error:       999.49127 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 135.8274230957s, input_fired_time: 1.6840046644, output_fired_time: 1.4958074093, propagate_forward_time: 50.5789794922, propagate_backward_time: 78.7091979980, weight_update_time: 0.1323744953, other_time: 3.3594360352
epoch time: 10.9785938263s, input_fired_time: 0.2145273834, output_fired_time: 0.0000000000, propagate_forward_time: 10.1494569778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6146097183
validation[          , genome  6544] predictions:    9697/  10000 (96.97%), best:    9710/10000 (97.10%), error:      1024.57178, best error:       999.49127 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 136.5517272949s, input_fired_time: 1.7045289278, output_fired_time: 1.5154911280, propagate_forward_time: 50.9307785034, propagate_backward_time: 79.0027008057, weight_update_time: 0.1328209788, other_time: 3.3982315063
epoch time: 10.9446525574s, input_fired_time: 0.2102582157, output_fired_time: 0.0000000000, propagate_forward_time: 10.1508951187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5834989548
validation[          , genome  6544] predictions:    9698/  10000 (96.98%), best:    9710/10000 (97.10%), error:      1028.93958, best error:       999.49127 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 135.6054229736s, input_fired_time: 1.6975046396, output_fired_time: 1.4947452545, propagate_forward_time: 50.5639991760, propagate_backward_time: 78.4452362061, weight_update_time: 0.1319759935, other_time: 3.4039306641
epoch time: 11.0823230743s, input_fired_time: 0.2232145816, output_fired_time: 0.0000000000, propagate_forward_time: 10.2363605499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6227483749
validation[          , genome  6544] predictions:    9684/  10000 (96.84%), best:    9710/10000 (97.10%), error:      1068.63196, best error:       999.49127 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 136.7765350342s, input_fired_time: 1.6884088516, output_fired_time: 1.5219799280, propagate_forward_time: 50.9889450073, propagate_backward_time: 79.2173309326, weight_update_time: 0.1370320320, other_time: 3.3598709106
epoch time: 10.8174839020s, input_fired_time: 0.2124121934, output_fired_time: 0.0000000000, propagate_forward_time: 10.0187397003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5863323212
validation[          , genome  6544] predictions:    9597/  10000 (95.97%), best:    9710/10000 (97.10%), error:      1316.26697, best error:       999.49127 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 135.1178436279s, input_fired_time: 1.6907589436, output_fired_time: 1.5187275410, propagate_forward_time: 50.3511428833, propagate_backward_time: 78.1863021851, weight_update_time: 0.1328404993, other_time: 3.3709106445
epoch time: 10.8417968750s, input_fired_time: 0.2110545337, output_fired_time: 0.0000000000, propagate_forward_time: 10.0354681015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5952739716
validation[          , genome  6544] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       963.43115, best error:       963.43115 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 136.6912689209s, input_fired_time: 1.7030251026, output_fired_time: 1.5032480955, propagate_forward_time: 50.9597778320, propagate_backward_time: 79.1106414795, weight_update_time: 0.1321054995, other_time: 3.4145812988
epoch time: 10.9046363831s, input_fired_time: 0.2105523050, output_fired_time: 0.0000000000, propagate_forward_time: 10.0930032730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6010808945
validation[          , genome  6544] predictions:    9702/  10000 (97.02%), best:    9728/10000 (97.28%), error:      1004.86932, best error:       963.43115 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 135.2741394043s, input_fired_time: 1.6746251583, output_fired_time: 1.5047184229, propagate_forward_time: 50.3739089966, propagate_backward_time: 78.3896026611, weight_update_time: 0.1320936829, other_time: 3.3312911987
epoch time: 11.0299711227s, input_fired_time: 0.2164622396, output_fired_time: 0.0000000000, propagate_forward_time: 10.2052860260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6082229614
validation[          , genome  6544] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       956.42645, best error:       956.42645 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 135.5580291748s, input_fired_time: 1.6966190338, output_fired_time: 1.5106838942, propagate_forward_time: 50.5761489868, propagate_backward_time: 78.3990554810, weight_update_time: 0.1339286268, other_time: 3.3755187988
epoch time: 11.0460329056s, input_fired_time: 0.2131350785, output_fired_time: 0.0000000000, propagate_forward_time: 10.2367725372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5961256027
validation[          , genome  6544] predictions:    9708/  10000 (97.08%), best:    9714/10000 (97.14%), error:       969.06091, best error:       956.42645 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 136.2972564697s, input_fired_time: 1.6844719648, output_fired_time: 1.4996571541, propagate_forward_time: 50.8171424866, propagate_backward_time: 78.9424285889, weight_update_time: 0.1311686039, other_time: 3.3535461426
epoch time: 10.9129114151s, input_fired_time: 0.2113952041, output_fired_time: 0.0000000000, propagate_forward_time: 10.1210355759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5804805756
validation[          , genome  6544] predictions:    9685/  10000 (96.85%), best:    9714/10000 (97.14%), error:      1094.14661, best error:       956.42645 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 136.9859924316s, input_fired_time: 1.6900061369, output_fired_time: 1.5160415173, propagate_forward_time: 50.9418029785, propagate_backward_time: 79.4761886597, weight_update_time: 0.1308856159, other_time: 3.3619613647
epoch time: 10.9825448990s, input_fired_time: 0.2114847153, output_fired_time: 0.0000000000, propagate_forward_time: 10.1786928177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5923671722
validation[          , genome  6544] predictions:    9720/  10000 (97.20%), best:    9714/10000 (97.14%), error:       983.65118, best error:       956.42645 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 136.0333862305s, input_fired_time: 1.6852116585, output_fired_time: 1.4998557568, propagate_forward_time: 50.8347015381, propagate_backward_time: 78.6962051392, weight_update_time: 0.1317442954, other_time: 3.3174057007
epoch time: 10.9767761230s, input_fired_time: 0.2164735049, output_fired_time: 0.0000000000, propagate_forward_time: 10.1562633514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6040391922
validation[          , genome  6544] predictions:    9676/  10000 (96.76%), best:    9714/10000 (97.14%), error:      1099.05383, best error:       956.42645 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 136.2288818359s, input_fired_time: 1.6729761362, output_fired_time: 1.5063790083, propagate_forward_time: 50.8011703491, propagate_backward_time: 78.8953247070, weight_update_time: 0.1367718279, other_time: 3.3530349731
epoch time: 10.9848937988s, input_fired_time: 0.2121512443, output_fired_time: 0.0000000000, propagate_forward_time: 10.1793909073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5933513641
validation[          , genome  6544] predictions:    9626/  10000 (96.26%), best:    9714/10000 (97.14%), error:      1245.44751, best error:       956.42645 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 135.3329772949s, input_fired_time: 1.6820387840, output_fired_time: 1.4937074184, propagate_forward_time: 50.4323234558, propagate_backward_time: 78.3636398315, weight_update_time: 0.1371697187, other_time: 3.3612594604
epoch time: 10.8797788620s, input_fired_time: 0.2157592624, output_fired_time: 0.0000000000, propagate_forward_time: 10.0705137253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935058594
validation[          , genome  6544] predictions:    9709/  10000 (97.09%), best:    9714/10000 (97.14%), error:      1034.50891, best error:       956.42645 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 136.8774108887s, input_fired_time: 1.7050105333, output_fired_time: 1.5113881826, propagate_forward_time: 51.0214004517, propagate_backward_time: 79.2704162598, weight_update_time: 0.1363720894, other_time: 3.3691940308
epoch time: 11.0585842133s, input_fired_time: 0.2182546705, output_fired_time: 0.0000000000, propagate_forward_time: 10.2375335693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6027956009
validation[          , genome  6544] predictions:    9552/  10000 (95.52%), best:    9714/10000 (97.14%), error:      1572.08765, best error:       956.42645 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 135.4776916504s, input_fired_time: 1.6801693439, output_fired_time: 1.5041862726, propagate_forward_time: 50.4695892334, propagate_backward_time: 78.4790115356, weight_update_time: 0.1322038323, other_time: 3.3447341919
epoch time: 11.0358295441s, input_fired_time: 0.2171761692, output_fired_time: 0.0000000000, propagate_forward_time: 10.2231483459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5955047607
validation[          , genome  6544] predictions:    9683/  10000 (96.83%), best:    9714/10000 (97.14%), error:      1099.86255, best error:       956.42645 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 135.9778747559s, input_fired_time: 1.6969574690, output_fired_time: 1.5148769617, propagate_forward_time: 50.6014518738, propagate_backward_time: 78.7677383423, weight_update_time: 0.1328920573, other_time: 3.3968429565
epoch time: 10.6433019638s, input_fired_time: 0.2084774673, output_fired_time: 0.0000000000, propagate_forward_time: 9.8591260910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5756988525
validation[          , genome  6544] predictions:    9709/  10000 (97.09%), best:    9714/10000 (97.14%), error:      1034.75110, best error:       956.42645 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 135.0355072021s, input_fired_time: 1.6840397120, output_fired_time: 1.4797620773, propagate_forward_time: 50.2868804932, propagate_backward_time: 78.1965026855, weight_update_time: 0.1321730167, other_time: 3.3883209229
epoch time: 10.8390865326s, input_fired_time: 0.2157351971, output_fired_time: 0.0000000000, propagate_forward_time: 10.0267419815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5966091156
validation[          , genome  6544] predictions:    9712/  10000 (97.12%), best:    9714/10000 (97.14%), error:       991.42090, best error:       956.42645 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 136.0196228027s, input_fired_time: 1.6867665052, output_fired_time: 1.5264177322, propagate_forward_time: 50.6648254395, propagate_backward_time: 78.7613143921, weight_update_time: 0.1369185895, other_time: 3.3803024292
epoch time: 10.8280296326s, input_fired_time: 0.2177264392, output_fired_time: 0.0000000000, propagate_forward_time: 10.0157146454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5945882797
validation[          , genome  6544] predictions:    9692/  10000 (96.92%), best:    9714/10000 (97.14%), error:      1048.68787, best error:       956.42645 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 135.9122924805s, input_fired_time: 1.6734467745, output_fired_time: 1.5063276291, propagate_forward_time: 50.6180000305, propagate_backward_time: 78.7593536377, weight_update_time: 0.1363207251, other_time: 3.3551635742
epoch time: 11.1068239212s, input_fired_time: 0.2120533735, output_fired_time: 0.0000000000, propagate_forward_time: 10.2888717651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6058988571
validation[          , genome  6544] predictions:    9695/  10000 (96.95%), best:    9714/10000 (97.14%), error:      1030.73389, best error:       956.42645 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 136.3171844482s, input_fired_time: 1.6915822029, output_fired_time: 1.4994339943, propagate_forward_time: 50.8727760315, propagate_backward_time: 78.9029083252, weight_update_time: 0.1323076189, other_time: 3.3504791260
epoch time: 10.7220687866s, input_fired_time: 0.2091977000, output_fired_time: 0.0000000000, propagate_forward_time: 9.9283237457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5845470428
validation[          , genome  6544] predictions:    9621/  10000 (96.21%), best:    9714/10000 (97.14%), error:      1345.48792, best error:       956.42645 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 135.5709838867s, input_fired_time: 1.6879122257, output_fired_time: 1.4944251776, propagate_forward_time: 50.5059318542, propagate_backward_time: 78.5002517700, weight_update_time: 0.1372471005, other_time: 3.3824539185
epoch time: 10.9083557129s, input_fired_time: 0.2211125642, output_fired_time: 0.0000000000, propagate_forward_time: 10.0932388306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5940046310
validation[          , genome  6544] predictions:    9711/  10000 (97.11%), best:    9714/10000 (97.14%), error:       977.93066, best error:       956.42645 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 134.9038848877s, input_fired_time: 1.6758112907, output_fired_time: 1.4875382185, propagate_forward_time: 50.2228469849, propagate_backward_time: 78.1361694336, weight_update_time: 0.1320808083, other_time: 3.3815231323
epoch time: 11.2467966080s, input_fired_time: 0.2235125899, output_fired_time: 0.0000000000, propagate_forward_time: 10.4256744385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5976095200
validation[          , genome  6544] predictions:    9716/  10000 (97.16%), best:    9714/10000 (97.14%), error:      1005.76117, best error:       956.42645 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 136.0993194580s, input_fired_time: 1.6870706081, output_fired_time: 1.5099790096, propagate_forward_time: 50.6556129456, propagate_backward_time: 78.8794631958, weight_update_time: 0.1320107728, other_time: 3.3671951294
epoch time: 10.9359884262s, input_fired_time: 0.2180147022, output_fired_time: 0.0000000000, propagate_forward_time: 10.1235551834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5944185257
validation[          , genome  6544] predictions:    9716/  10000 (97.16%), best:    9714/10000 (97.14%), error:       985.92480, best error:       956.42645 on epoch:    43, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 136.5259246826s, input_fired_time: 1.6651694775, output_fired_time: 1.5117343664, propagate_forward_time: 50.9525222778, propagate_backward_time: 79.0945739746, weight_update_time: 0.1306335032, other_time: 3.3019180298
epoch time: 11.0119600296s, input_fired_time: 0.2181870937, output_fired_time: 0.0000000000, propagate_forward_time: 10.1893663406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6044063568
validation[          , genome  6544] predictions:    9698/  10000 (96.98%), best:    9714/10000 (97.14%), error:      1058.71667, best error:       956.42645 on epoch:    43, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 135.6471099854s, input_fired_time: 1.6961568594, output_fired_time: 1.5241179466, propagate_forward_time: 50.5413169861, propagate_backward_time: 78.4979400635, weight_update_time: 0.1333196163, other_time: 3.3875732422
epoch time: 10.9151897430s, input_fired_time: 0.2195492983, output_fired_time: 0.0000000000, propagate_forward_time: 10.1025075912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5931329727
validation[          , genome  6544] predictions:    9717/  10000 (97.17%), best:    9714/10000 (97.14%), error:       987.56396, best error:       956.42645 on epoch:    43, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 135.6819458008s, input_fired_time: 1.7063299417, output_fired_time: 1.5165855885, propagate_forward_time: 50.5845832825, propagate_backward_time: 78.4598999023, weight_update_time: 0.1331407279, other_time: 3.4145507813
epoch time: 11.3084373474s, input_fired_time: 0.2190319598, output_fired_time: 0.0000000000, propagate_forward_time: 10.4765567780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6128482819
validation[          , genome  6544] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       943.23999, best error:       943.23999 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 134.9736480713s, input_fired_time: 1.6895860434, output_fired_time: 1.4907476902, propagate_forward_time: 50.2192459106, propagate_backward_time: 78.1562347412, weight_update_time: 0.1323875785, other_time: 3.4178237915
epoch time: 10.9713287354s, input_fired_time: 0.2174244821, output_fired_time: 0.0000000000, propagate_forward_time: 10.1535272598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6003770828
validation[          , genome  6544] predictions:    9666/  10000 (96.66%), best:    9721/10000 (97.21%), error:      1089.92334, best error:       943.23999 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 135.7579650879s, input_fired_time: 1.6927013397, output_fired_time: 1.5002349615, propagate_forward_time: 50.5813636780, propagate_backward_time: 78.5993499756, weight_update_time: 0.1322283000, other_time: 3.3843231201
epoch time: 11.0330877304s, input_fired_time: 0.2231869251, output_fired_time: 0.0000000000, propagate_forward_time: 10.1943330765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6155681610
validation[          , genome  6544] predictions:    9692/  10000 (96.92%), best:    9721/10000 (97.21%), error:      1034.65283, best error:       943.23999 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 136.0105133057s, input_fired_time: 1.6716306210, output_fired_time: 1.4930735826, propagate_forward_time: 50.7116813660, propagate_backward_time: 78.8019790649, weight_update_time: 0.1304095984, other_time: 3.3321456909
epoch time: 11.0724296570s, input_fired_time: 0.2200875878, output_fired_time: 0.0000000000, propagate_forward_time: 10.2506504059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6016912460
validation[          , genome  6544] predictions:    9674/  10000 (96.74%), best:    9721/10000 (97.21%), error:      1090.05652, best error:       943.23999 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 136.3373565674s, input_fired_time: 1.6798139811, output_fired_time: 1.5230889320, propagate_forward_time: 50.7707138062, propagate_backward_time: 79.0219268799, weight_update_time: 0.1327245981, other_time: 3.3418197632
epoch time: 10.9487819672s, input_fired_time: 0.2210180759, output_fired_time: 0.0000000000, propagate_forward_time: 10.1258821487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6018819809
validation[          , genome  6544] predictions:    9714/  10000 (97.14%), best:    9721/10000 (97.21%), error:       960.50159, best error:       943.23999 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 137.0755767822s, input_fired_time: 1.6896969080, output_fired_time: 1.4971889257, propagate_forward_time: 51.1348915100, propagate_backward_time: 79.4391021729, weight_update_time: 0.1415719241, other_time: 3.3146972656
epoch time: 10.9437990189s, input_fired_time: 0.2127129734, output_fired_time: 0.0000000000, propagate_forward_time: 10.1320781708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5990076065
validation[          , genome  6544] predictions:    9722/  10000 (97.22%), best:    9721/10000 (97.21%), error:       991.21448, best error:       943.23999 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 136.9239807129s, input_fired_time: 1.7063955069, output_fired_time: 1.5329893827, propagate_forward_time: 50.9659843445, propagate_backward_time: 79.3706893921, weight_update_time: 0.1369625330, other_time: 3.3479232788
epoch time: 10.9305515289s, input_fired_time: 0.2125626504, output_fired_time: 0.0000000000, propagate_forward_time: 10.1281061172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5898828506
validation[          , genome  6544] predictions:    9711/  10000 (97.11%), best:    9721/10000 (97.21%), error:      1003.59760, best error:       943.23999 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 135.6265258789s, input_fired_time: 1.6944811344, output_fired_time: 1.4922310114, propagate_forward_time: 50.5128135681, propagate_backward_time: 78.5523147583, weight_update_time: 0.1365304440, other_time: 3.3746719360
epoch time: 10.9404039383s, input_fired_time: 0.2112083733, output_fired_time: 0.0000000000, propagate_forward_time: 10.1489677429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5802278519
validation[          , genome  6544] predictions:    9691/  10000 (96.91%), best:    9721/10000 (97.21%), error:      1048.42334, best error:       943.23999 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 136.4601440430s, input_fired_time: 1.6891171932, output_fired_time: 1.5130704641, propagate_forward_time: 50.8731880188, propagate_backward_time: 79.0030517578, weight_update_time: 0.1314558983, other_time: 3.3817138672
epoch time: 11.0562810898s, input_fired_time: 0.2240147889, output_fired_time: 0.0000000000, propagate_forward_time: 10.2279987335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6042671204
validation[          , genome  6544] predictions:    9709/  10000 (97.09%), best:    9721/10000 (97.21%), error:      1016.64124, best error:       943.23999 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 136.9861907959s, input_fired_time: 1.7171145678, output_fired_time: 1.5316187143, propagate_forward_time: 51.0471763611, propagate_backward_time: 79.3125534058, weight_update_time: 0.1318362951, other_time: 3.3777236938
epoch time: 10.4943284988s, input_fired_time: 0.2118650228, output_fired_time: 0.0000000000, propagate_forward_time: 9.6902599335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5922031403
validation[          , genome  6544] predictions:    9706/  10000 (97.06%), best:    9721/10000 (97.21%), error:      1022.85278, best error:       943.23999 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 136.5342559814s, input_fired_time: 1.7039639950, output_fired_time: 1.5146590471, propagate_forward_time: 50.9322586060, propagate_backward_time: 79.0554122925, weight_update_time: 0.1318832934, other_time: 3.3279571533
epoch time: 10.9522123337s, input_fired_time: 0.2240155935, output_fired_time: 0.0000000000, propagate_forward_time: 10.1414794922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5867176056
validation[          , genome  6544] predictions:    9727/  10000 (97.27%), best:    9721/10000 (97.21%), error:       946.85059, best error:       943.23999 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 134.8874816895s, input_fired_time: 1.6975084543, output_fired_time: 1.4904534817, propagate_forward_time: 50.1977577209, propagate_backward_time: 78.0799331665, weight_update_time: 0.1325451136, other_time: 3.4218368530
epoch time: 10.9840440750s, input_fired_time: 0.2140775770, output_fired_time: 0.0000000000, propagate_forward_time: 10.1790819168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5908842087
validation[          , genome  6544] predictions:    9708/  10000 (97.08%), best:    9721/10000 (97.21%), error:      1024.00305, best error:       943.23999 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 135.7241821289s, input_fired_time: 1.6881524324, output_fired_time: 1.4964671135, propagate_forward_time: 50.5521392822, propagate_backward_time: 78.6018371582, weight_update_time: 0.1383403987, other_time: 3.3855895996
epoch time: 11.2425136566s, input_fired_time: 0.2310450822, output_fired_time: 0.0000000000, propagate_forward_time: 10.3936567307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6178121567
validation[          , genome  6544] predictions:    9669/  10000 (96.69%), best:    9721/10000 (97.21%), error:      1107.74207, best error:       943.23999 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 136.5547180176s, input_fired_time: 1.6955614090, output_fired_time: 1.5080101490, propagate_forward_time: 50.8350868225, propagate_backward_time: 79.1013183594, weight_update_time: 0.1315984279, other_time: 3.4147491455
epoch time: 10.8993825912s, input_fired_time: 0.2175820768, output_fired_time: 0.0000000000, propagate_forward_time: 10.0800161362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6017847061
validation[          , genome  6544] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       928.27655, best error:       928.27655 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 136.4919891357s, input_fired_time: 1.6984972954, output_fired_time: 1.4949939251, propagate_forward_time: 50.9220657349, propagate_backward_time: 79.0186233521, weight_update_time: 0.1319266856, other_time: 3.3578033447
epoch time: 10.9498701096s, input_fired_time: 0.2205833048, output_fired_time: 0.0000000000, propagate_forward_time: 10.1259565353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6033306122
validation[          , genome  6544] predictions:    9691/  10000 (96.91%), best:    9740/10000 (97.40%), error:      1046.55237, best error:       928.27655 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 134.8735351563s, input_fired_time: 1.7137933969, output_fired_time: 1.4909483194, propagate_forward_time: 50.2815818787, propagate_backward_time: 78.0178604126, weight_update_time: 0.1324803829, other_time: 3.3693466187
epoch time: 10.9103107452s, input_fired_time: 0.2174797207, output_fired_time: 0.0000000000, propagate_forward_time: 10.0829401016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6098909378
validation[          , genome  6544] predictions:    9717/  10000 (97.17%), best:    9740/10000 (97.40%), error:       970.78064, best error:       928.27655 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 135.6785888672s, input_fired_time: 1.6829926968, output_fired_time: 1.4957518578, propagate_forward_time: 50.5659904480, propagate_backward_time: 78.5681228638, weight_update_time: 0.1323823035, other_time: 3.3657150269
epoch time: 11.0673007965s, input_fired_time: 0.2147969753, output_fired_time: 0.0000000000, propagate_forward_time: 10.2447452545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6077585220
validation[          , genome  6544] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       910.14758, best error:       910.14758 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 136.3830871582s, input_fired_time: 1.7018239498, output_fired_time: 1.5313233137, propagate_forward_time: 50.7255630493, propagate_backward_time: 79.0346832275, weight_update_time: 0.1323734224, other_time: 3.3896865845
epoch time: 10.8409194946s, input_fired_time: 0.2183003873, output_fired_time: 0.0000000000, propagate_forward_time: 10.0244197845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5981988907
validation[          , genome  6544] predictions:    9563/  10000 (95.63%), best:    9742/10000 (97.42%), error:      1481.15784, best error:       910.14758 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 135.7939147949s, input_fired_time: 1.7029552460, output_fired_time: 1.5021736622, propagate_forward_time: 50.5741577148, propagate_backward_time: 78.6818923950, weight_update_time: 0.1313024163, other_time: 3.3327407837
epoch time: 10.8559970856s, input_fired_time: 0.2194826454, output_fired_time: 0.0000000000, propagate_forward_time: 10.0383558273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5981588364
validation[          , genome  6544] predictions:    9737/  10000 (97.37%), best:    9742/10000 (97.42%), error:       946.60840, best error:       910.14758 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 135.5544738770s, input_fired_time: 1.7143619061, output_fired_time: 1.5168292522, propagate_forward_time: 50.5045700073, propagate_backward_time: 78.4467468262, weight_update_time: 0.1326540858, other_time: 3.3719711304
epoch time: 10.9611244202s, input_fired_time: 0.2166638970, output_fired_time: 0.0000000000, propagate_forward_time: 10.1522226334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5922374725
validation[          , genome  6544] predictions:    9706/  10000 (97.06%), best:    9742/10000 (97.42%), error:       997.72504, best error:       910.14758 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 136.6180572510s, input_fired_time: 1.7236590385, output_fired_time: 1.5016980171, propagate_forward_time: 50.8597106934, propagate_backward_time: 79.1342315674, weight_update_time: 0.1325469613, other_time: 3.3987579346
epoch time: 10.9668893814s, input_fired_time: 0.2198816091, output_fired_time: 0.0000000000, propagate_forward_time: 10.1497335434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5972738266
validation[          , genome  6544] predictions:    9716/  10000 (97.16%), best:    9742/10000 (97.42%), error:      1006.50311, best error:       910.14758 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 135.8548278809s, input_fired_time: 1.7188819647, output_fired_time: 1.5162326097, propagate_forward_time: 50.6297378540, propagate_backward_time: 78.5742874146, weight_update_time: 0.1327888966, other_time: 3.4156799316
epoch time: 10.8361034393s, input_fired_time: 0.2198211700, output_fired_time: 0.0000000000, propagate_forward_time: 10.0182886124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5979938507
validation[          , genome  6544] predictions:    9710/  10000 (97.10%), best:    9742/10000 (97.42%), error:       970.22711, best error:       910.14758 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 136.2333526611s, input_fired_time: 1.6942105293, output_fired_time: 1.5099394321, propagate_forward_time: 50.6527290344, propagate_backward_time: 79.0216064453, weight_update_time: 0.1319424063, other_time: 3.3548736572
epoch time: 10.8967113495s, input_fired_time: 0.2208722681, output_fired_time: 0.0000000000, propagate_forward_time: 10.0800247192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5958147049
validation[          , genome  6544] predictions:    9719/  10000 (97.19%), best:    9742/10000 (97.42%), error:       943.20795, best error:       910.14758 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 135.4125366211s, input_fired_time: 1.6893537045, output_fired_time: 1.4884493351, propagate_forward_time: 50.5676231384, propagate_backward_time: 78.3616638184, weight_update_time: 0.1314909160, other_time: 3.3054504395
epoch time: 10.7532939911s, input_fired_time: 0.2171841860, output_fired_time: 0.0000000000, propagate_forward_time: 9.9399127960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5961971283
validation[          , genome  6544] predictions:    9692/  10000 (96.92%), best:    9742/10000 (97.42%), error:      1049.56079, best error:       910.14758 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 135.6325836182s, input_fired_time: 1.7380386591, output_fired_time: 1.4972456694, propagate_forward_time: 50.5450592041, propagate_backward_time: 78.5023803711, weight_update_time: 0.1329586655, other_time: 3.3498687744
epoch time: 11.2228183746s, input_fired_time: 0.2244137526, output_fired_time: 0.0000000000, propagate_forward_time: 10.3558168411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6425876617
validation[          , genome  6544] predictions:    9705/  10000 (97.05%), best:    9742/10000 (97.42%), error:       957.34033, best error:       910.14758 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 137.3419342041s, input_fired_time: 1.7525815964, output_fired_time: 1.5437970161, propagate_forward_time: 51.1641044617, propagate_backward_time: 79.3932571411, weight_update_time: 0.1329204589, other_time: 3.4881973267
epoch time: 10.8733530045s, input_fired_time: 0.2234656811, output_fired_time: 0.0000000000, propagate_forward_time: 10.0565118790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5933752060
validation[          , genome  6544] predictions:    9705/  10000 (97.05%), best:    9742/10000 (97.42%), error:       985.82562, best error:       910.14758 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 136.9299774170s, input_fired_time: 1.6789119244, output_fired_time: 1.5296164751, propagate_forward_time: 51.0027008057, propagate_backward_time: 79.3775329590, weight_update_time: 0.1339976341, other_time: 3.3412170410
epoch time: 11.2089519501s, input_fired_time: 0.2161524892, output_fired_time: 0.0000000000, propagate_forward_time: 10.3805141449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6122856140
validation[          , genome  6544] predictions:    9696/  10000 (96.96%), best:    9742/10000 (97.42%), error:      1013.20319, best error:       910.14758 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 135.5376739502s, input_fired_time: 1.7236797810, output_fired_time: 1.5085321665, propagate_forward_time: 50.4696769714, propagate_backward_time: 78.4730224609, weight_update_time: 0.1377132684, other_time: 3.3627624512
epoch time: 11.1189718246s, input_fired_time: 0.2166503817, output_fired_time: 0.0000000000, propagate_forward_time: 10.2857389450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6165828705
validation[          , genome  6544] predictions:    9714/  10000 (97.14%), best:    9742/10000 (97.42%), error:       974.33612, best error:       910.14758 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 135.3523712158s, input_fired_time: 1.7016739845, output_fired_time: 1.4949977398, propagate_forward_time: 50.5328063965, propagate_backward_time: 78.2990036011, weight_update_time: 0.1322266757, other_time: 3.3238906860
epoch time: 11.0652351379s, input_fired_time: 0.2182933390, output_fired_time: 0.0000000000, propagate_forward_time: 10.2371931076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6097488403
validation[          , genome  6544] predictions:    9702/  10000 (97.02%), best:    9742/10000 (97.42%), error:      1053.88953, best error:       910.14758 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 135.8561859131s, input_fired_time: 1.7144738436, output_fired_time: 1.4994566441, propagate_forward_time: 50.5106773376, propagate_backward_time: 78.6896438599, weight_update_time: 0.1374348849, other_time: 3.4419326782
epoch time: 10.8195333481s, input_fired_time: 0.2194312215, output_fired_time: 0.0000000000, propagate_forward_time: 10.0087165833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5913858414
validation[          , genome  6544] predictions:    9722/  10000 (97.22%), best:    9742/10000 (97.42%), error:       949.35461, best error:       910.14758 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 135.9930725098s, input_fired_time: 1.6899324656, output_fired_time: 1.4939453602, propagate_forward_time: 50.5991516113, propagate_backward_time: 78.8484191895, weight_update_time: 0.1318561286, other_time: 3.3616333008
epoch time: 11.0615987778s, input_fired_time: 0.2192473859, output_fired_time: 0.0000000000, propagate_forward_time: 10.2465038300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5958471298
validation[          , genome  6544] predictions:    9696/  10000 (96.96%), best:    9742/10000 (97.42%), error:      1035.21729, best error:       910.14758 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 135.8976135254s, input_fired_time: 1.7037144899, output_fired_time: 1.5029872656, propagate_forward_time: 50.6787376404, propagate_backward_time: 78.7080688477, weight_update_time: 0.1307685226, other_time: 3.3040924072
epoch time: 11.0985565186s, input_fired_time: 0.2208414823, output_fired_time: 0.0000000000, propagate_forward_time: 10.2803850174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5973300934
validation[          , genome  6544] predictions:    9674/  10000 (96.74%), best:    9742/10000 (97.42%), error:      1060.97522, best error:       910.14758 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 135.8781433105s, input_fired_time: 1.6982740164, output_fired_time: 1.5158865452, propagate_forward_time: 50.6207466125, propagate_backward_time: 78.6936111450, weight_update_time: 0.1322932243, other_time: 3.3496322632
epoch time: 11.1737890244s, input_fired_time: 0.2226320058, output_fired_time: 0.0000000000, propagate_forward_time: 10.3552036285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5959529877
validation[          , genome  6544] predictions:    9730/  10000 (97.30%), best:    9742/10000 (97.42%), error:       937.25928, best error:       910.14758 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 138.1644287109s, input_fired_time: 1.7270258665, output_fired_time: 1.5216935873, propagate_forward_time: 51.5093841553, propagate_backward_time: 80.0009384155, weight_update_time: 0.1365004331, other_time: 3.4053878784
epoch time: 11.2185697556s, input_fired_time: 0.2361991554, output_fired_time: 0.0000000000, propagate_forward_time: 10.3848505020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5975198746
validation[          , genome  6544] predictions:    9642/  10000 (96.42%), best:    9742/10000 (97.42%), error:      1174.75085, best error:       910.14758 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 134.7583007813s, input_fired_time: 1.7007679939, output_fired_time: 1.4909342527, propagate_forward_time: 50.1658744812, propagate_backward_time: 78.0301437378, weight_update_time: 0.1318103373, other_time: 3.3705673218
epoch time: 10.9273910522s, input_fired_time: 0.2200415581, output_fired_time: 0.0000000000, propagate_forward_time: 10.1280708313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5792789459
validation[          , genome  6544] predictions:    9702/  10000 (97.02%), best:    9742/10000 (97.42%), error:      1026.42627, best error:       910.14758 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 136.0233306885s, input_fired_time: 1.7108348608, output_fired_time: 1.5037018061, propagate_forward_time: 50.6810569763, propagate_backward_time: 78.7732467651, weight_update_time: 0.1326705813, other_time: 3.3544845581
epoch time: 11.0043287277s, input_fired_time: 0.2155284137, output_fired_time: 0.0000000000, propagate_forward_time: 10.1857795715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6030206680
validation[          , genome  6544] predictions:    9683/  10000 (96.83%), best:    9742/10000 (97.42%), error:      1096.88684, best error:       910.14758 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 135.1679840088s, input_fired_time: 1.7164463997, output_fired_time: 1.4937711954, propagate_forward_time: 50.2820434570, propagate_backward_time: 78.2960662842, weight_update_time: 0.1335238069, other_time: 3.3796539307
epoch time: 10.9069738388s, input_fired_time: 0.2188303918, output_fired_time: 0.0000000000, propagate_forward_time: 10.0948362350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5933074951
validation[          , genome  6544] predictions:    9700/  10000 (97.00%), best:    9742/10000 (97.42%), error:       992.74921, best error:       910.14758 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 136.8096008301s, input_fired_time: 1.6968495846, output_fired_time: 1.5287054777, propagate_forward_time: 50.9187469482, propagate_backward_time: 79.2545547485, weight_update_time: 0.1310899854, other_time: 3.4107437134
epoch time: 10.9282550812s, input_fired_time: 0.2167337984, output_fired_time: 0.0000000000, propagate_forward_time: 10.1176109314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5939102173
validation[          , genome  6544] predictions:    9704/  10000 (97.04%), best:    9742/10000 (97.42%), error:      1001.14783, best error:       910.14758 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 135.7418212891s, input_fired_time: 1.7307782173, output_fired_time: 1.5065048933, propagate_forward_time: 50.5023231506, propagate_backward_time: 78.5849456787, weight_update_time: 0.1323888898, other_time: 3.4172821045
epoch time: 10.9054765701s, input_fired_time: 0.2240068018, output_fired_time: 0.0000000000, propagate_forward_time: 10.0847597122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5967102051
validation[          , genome  6544] predictions:    9731/  10000 (97.31%), best:    9742/10000 (97.42%), error:       959.89984, best error:       910.14758 on epoch:    78, 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: 54.1076622009s, input_fired_time: 1.0894374847, output_fired_time: 0.0000000000, propagate_forward_time: 49.8580932617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1601333618
best training[          , genome  6544] predictions:   49355/  50000 (98.71%), best:    9742/10000 (97.42%), error:      2460.42212, best error:       910.14758 on epoch:    78, 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: 11.0498151779s, input_fired_time: 0.2152764946, output_fired_time: 0.0000000000, propagate_forward_time: 10.2137098312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6208286285
   testing[          , genome  6544] predictions:    9737/  10000 (97.37%), best:    9742/10000 (97.42%), error:       895.45709, best error:       910.14758 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:42:02 (5696): called boinc_finish(0)

</stderr_txt>
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