Nameexact_genome_1512568488_42_6632_0
Workunit2604349
Created7 Dec 2017, 20:54:48 UTC
Sent7 Dec 2017, 21:00:52 UTC
Report deadline16 Dec 2017, 15:17:58 UTC
Received8 Dec 2017, 2:33:54 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53799
Run time2 hours 30 min 36 sec
CPU time2 hours 30 min
Validate stateValid
Credit2,190.47
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 81.5009765625s, input_fired_time: 0.9902145863, output_fired_time: 0.6422270536, propagate_forward_time: 33.0524978638, propagate_backward_time: 44.9322509766, weight_update_time: 0.0964597911, other_time: 1.8837890625
epoch time: 6.9933576584s, input_fired_time: 0.1055653542, output_fired_time: 0.0000000000, propagate_forward_time: 6.5641527176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3236393929
validation[          , genome  6632] predictions:    9696/  10000 (96.96%), best:    9729/10000 (97.29%), error:       984.64209, best error:       911.54614 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 81.2367630005s, input_fired_time: 0.9855003953, output_fired_time: 0.6399464011, propagate_forward_time: 32.9413795471, propagate_backward_time: 44.7959899902, weight_update_time: 0.0958894342, other_time: 1.8739433289
epoch time: 7.0571823120s, input_fired_time: 0.1093196198, output_fired_time: 0.0000000000, propagate_forward_time: 6.6169505119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3309121132
validation[          , genome  6632] predictions:    9653/  10000 (96.53%), best:    9729/10000 (97.29%), error:      1144.35461, best error:       911.54614 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 81.9054565430s, input_fired_time: 1.0041574240, output_fired_time: 0.6438632011, propagate_forward_time: 33.2387847900, propagate_backward_time: 45.1205215454, weight_update_time: 0.0966469795, other_time: 1.8981323242
epoch time: 7.1171741486s, input_fired_time: 0.1093302593, output_fired_time: 0.0000000000, propagate_forward_time: 6.6782388687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3296051025
validation[          , genome  6632] predictions:    9662/  10000 (96.62%), best:    9729/10000 (97.29%), error:      1089.26147, best error:       911.54614 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 81.2939758301s, input_fired_time: 0.9953391552, output_fired_time: 0.6424155831, propagate_forward_time: 32.9386215210, propagate_backward_time: 44.8198318481, weight_update_time: 0.0960645527, other_time: 1.8977661133
epoch time: 7.2510380745s, input_fired_time: 0.1104532108, output_fired_time: 0.0000000000, propagate_forward_time: 6.7948088646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457760811
validation[          , genome  6632] predictions:    9692/  10000 (96.92%), best:    9729/10000 (97.29%), error:       998.53339, best error:       911.54614 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 81.5601806641s, input_fired_time: 0.9962812066, output_fired_time: 0.6492843032, propagate_forward_time: 33.0381088257, propagate_backward_time: 44.9967994690, weight_update_time: 0.0955986232, other_time: 1.8797035217
epoch time: 7.0706810951s, input_fired_time: 0.1096039563, output_fired_time: 0.0000000000, propagate_forward_time: 6.6337532997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3273239136
validation[          , genome  6632] predictions:    9633/  10000 (96.33%), best:    9729/10000 (97.29%), error:      1203.46606, best error:       911.54614 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 81.5637741089s, input_fired_time: 0.9976132512, output_fired_time: 0.6409260631, propagate_forward_time: 33.1207656860, propagate_backward_time: 44.9331817627, weight_update_time: 0.0960882902, other_time: 1.8712921143
epoch time: 7.0971407890s, input_fired_time: 0.1118874326, output_fired_time: 0.0000000000, propagate_forward_time: 6.6570377350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3282155991
validation[          , genome  6632] predictions:    9730/  10000 (97.30%), best:    9729/10000 (97.29%), error:       932.08240, best error:       911.54614 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 81.5521316528s, input_fired_time: 0.9945117235, output_fired_time: 0.6423746347, propagate_forward_time: 33.1327400208, propagate_backward_time: 44.8915901184, weight_update_time: 0.0958054811, other_time: 1.8909149170
epoch time: 6.9871139526s, input_fired_time: 0.1088282093, output_fired_time: 0.0000000000, propagate_forward_time: 6.5556821823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226037025
validation[          , genome  6632] predictions:    9723/  10000 (97.23%), best:    9729/10000 (97.29%), error:       936.25812, best error:       911.54614 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 81.2652969360s, input_fired_time: 0.9885109663, output_fired_time: 0.6409180164, propagate_forward_time: 32.9291152954, propagate_backward_time: 44.8429641724, weight_update_time: 0.0960298628, other_time: 1.8637924194
epoch time: 7.0319366455s, input_fired_time: 0.1089639589, output_fired_time: 0.0000000000, propagate_forward_time: 6.5954670906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275055885
validation[          , genome  6632] predictions:    9627/  10000 (96.27%), best:    9729/10000 (97.29%), error:      1244.90527, best error:       911.54614 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 81.7496490479s, input_fired_time: 0.9915156960, output_fired_time: 0.6448115706, propagate_forward_time: 33.1209068298, propagate_backward_time: 45.0916481018, weight_update_time: 0.0971635655, other_time: 1.9007644653
epoch time: 7.0097928047s, input_fired_time: 0.1065648496, output_fired_time: 0.0000000000, propagate_forward_time: 6.5722050667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3310227394
validation[          , genome  6632] predictions:    9692/  10000 (96.92%), best:    9729/10000 (97.29%), error:      1029.96643, best error:       911.54614 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 81.2204666138s, input_fired_time: 1.0077966452, output_fired_time: 0.6424176097, propagate_forward_time: 32.8537712097, propagate_backward_time: 44.8324546814, weight_update_time: 0.0955378637, other_time: 1.8840255737
epoch time: 7.0506587029s, input_fired_time: 0.1127384081, output_fired_time: 0.0000000000, propagate_forward_time: 6.6056694984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322505951
validation[          , genome  6632] predictions:    9722/  10000 (97.22%), best:    9729/10000 (97.29%), error:       932.16840, best error:       911.54614 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 81.1736602783s, input_fired_time: 1.0185381174, output_fired_time: 0.6426074505, propagate_forward_time: 32.9171524048, propagate_backward_time: 44.7019767761, weight_update_time: 0.0954791680, other_time: 1.8933830261
epoch time: 7.0246567726s, input_fired_time: 0.1123645678, output_fired_time: 0.0000000000, propagate_forward_time: 6.5840964317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3281955719
validation[          , genome  6632] predictions:    9630/  10000 (96.30%), best:    9729/10000 (97.29%), error:      1177.93262, best error:       911.54614 on epoch:    13, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 82.0114212036s, input_fired_time: 1.0245522261, output_fired_time: 0.6581362486, propagate_forward_time: 33.2457084656, propagate_backward_time: 45.1839141846, weight_update_time: 0.0958987102, other_time: 1.8991127014
epoch time: 7.0570836067s, input_fired_time: 0.1134694442, output_fired_time: 0.0000000000, propagate_forward_time: 6.6042108536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394031525
validation[          , genome  6632] predictions:    9728/  10000 (97.28%), best:    9729/10000 (97.29%), error:       918.45245, best error:       911.54614 on epoch:    13, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 81.8861083984s, input_fired_time: 1.0260879993, output_fired_time: 0.6592394114, propagate_forward_time: 33.1733589172, propagate_backward_time: 45.1166915894, weight_update_time: 0.0969000980, other_time: 1.9107322693
epoch time: 7.0880689621s, input_fired_time: 0.1069037840, output_fired_time: 0.0000000000, propagate_forward_time: 6.6568908691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242745399
validation[          , genome  6632] predictions:    9713/  10000 (97.13%), best:    9729/10000 (97.29%), error:       957.40521, best error:       911.54614 on epoch:    13, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 81.7125701904s, input_fired_time: 0.9836307764, output_fired_time: 0.6434198618, propagate_forward_time: 33.1320152283, propagate_backward_time: 45.0819053650, weight_update_time: 0.0965319648, other_time: 1.8716049194
epoch time: 7.0074911118s, input_fired_time: 0.1052327156, output_fired_time: 0.0000000000, propagate_forward_time: 6.5819168091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203415871
validation[          , genome  6632] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       907.63019, best error:       907.63019 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 81.7702484131s, input_fired_time: 1.0361182690, output_fired_time: 0.6428281069, propagate_forward_time: 33.1716194153, propagate_backward_time: 45.0561943054, weight_update_time: 0.0963565111, other_time: 1.8634872437
epoch time: 7.0357666016s, input_fired_time: 0.1130112559, output_fired_time: 0.0000000000, propagate_forward_time: 6.5958929062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3268623352
validation[          , genome  6632] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       871.46094, best error:       871.46094 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 81.3141860962s, input_fired_time: 1.0144650936, output_fired_time: 0.6409178376, propagate_forward_time: 32.9560737610, propagate_backward_time: 44.8633918762, weight_update_time: 0.0962692574, other_time: 1.8393402100
epoch time: 7.0115365982s, input_fired_time: 0.1116644368, output_fired_time: 0.0000000000, propagate_forward_time: 6.5701203346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3297519684
validation[          , genome  6632] predictions:    9657/  10000 (96.57%), best:    9745/10000 (97.45%), error:      1112.23743, best error:       871.46094 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 81.6701736450s, input_fired_time: 1.0214129686, output_fired_time: 0.6419013143, propagate_forward_time: 33.0824813843, propagate_backward_time: 45.0345687866, weight_update_time: 0.0959097221, other_time: 1.8898086548
epoch time: 7.2442297935s, input_fired_time: 0.1068771556, output_fired_time: 0.0000000000, propagate_forward_time: 6.8161520958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3212003708
validation[          , genome  6632] predictions:    9732/  10000 (97.32%), best:    9745/10000 (97.45%), error:       877.86438, best error:       871.46094 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 81.5427780151s, input_fired_time: 1.0101175308, output_fired_time: 0.6453391314, propagate_forward_time: 33.0222740173, propagate_backward_time: 44.9540824890, weight_update_time: 0.0959699377, other_time: 1.9109649658
epoch time: 7.0102567673s, input_fired_time: 0.1123596504, output_fired_time: 0.0000000000, propagate_forward_time: 6.5708169937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3270802498
validation[          , genome  6632] predictions:    9721/  10000 (97.21%), best:    9745/10000 (97.45%), error:       912.84570, best error:       871.46094 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 81.5385055542s, input_fired_time: 0.9856638908, output_fired_time: 0.6429935694, propagate_forward_time: 33.1066017151, propagate_backward_time: 44.9597282410, weight_update_time: 0.0966555849, other_time: 1.8435211182
epoch time: 7.0706472397s, input_fired_time: 0.1061080918, output_fired_time: 0.0000000000, propagate_forward_time: 6.6353816986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3291573524
validation[          , genome  6632] predictions:    9712/  10000 (97.12%), best:    9745/10000 (97.45%), error:       936.88397, best error:       871.46094 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 81.5521163940s, input_fired_time: 0.9930986762, output_fired_time: 0.6439111829, propagate_forward_time: 33.0578994751, propagate_backward_time: 45.0119705200, weight_update_time: 0.0967321545, other_time: 1.8452377319
epoch time: 6.9739747047s, input_fired_time: 0.1044786721, output_fired_time: 0.0000000000, propagate_forward_time: 6.5526504517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3168454170
validation[          , genome  6632] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       868.48212, best error:       868.48212 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 82.1360931396s, input_fired_time: 1.0275093317, output_fired_time: 0.6518175006, propagate_forward_time: 33.2391128540, propagate_backward_time: 45.3087272644, weight_update_time: 0.0974482596, other_time: 1.9089241028
epoch time: 7.0629801750s, input_fired_time: 0.1077309400, output_fired_time: 0.0000000000, propagate_forward_time: 6.6297631264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3254861832
validation[          , genome  6632] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       824.51025, best error:       824.51025 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 81.9828338623s, input_fired_time: 1.0200756788, output_fired_time: 0.6436607838, propagate_forward_time: 33.1255874634, propagate_backward_time: 45.3280830383, weight_update_time: 0.0969658196, other_time: 1.8654289246
epoch time: 7.0556745529s, input_fired_time: 0.1158523932, output_fired_time: 0.0000000000, propagate_forward_time: 6.6093320847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3304901123
validation[          , genome  6632] predictions:    9713/  10000 (97.13%), best:    9744/10000 (97.44%), error:       898.20679, best error:       824.51025 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 81.6343383789s, input_fired_time: 1.0039992332, output_fired_time: 0.6468315721, propagate_forward_time: 33.0194969177, propagate_backward_time: 45.0969009399, weight_update_time: 0.0963685587, other_time: 1.8671073914
epoch time: 7.0596718788s, input_fired_time: 0.1072106883, output_fired_time: 0.0000000000, propagate_forward_time: 6.6298584938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226027489
validation[          , genome  6632] predictions:    9772/  10000 (97.72%), best:    9744/10000 (97.44%), error:       828.95703, best error:       824.51025 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 81.6170196533s, input_fired_time: 1.0047452450, output_fired_time: 0.6429043412, propagate_forward_time: 33.0613708496, propagate_backward_time: 45.0507621765, weight_update_time: 0.0965037122, other_time: 1.8572349548
epoch time: 7.0316205025s, input_fired_time: 0.1088407412, output_fired_time: 0.0000000000, propagate_forward_time: 6.6002397537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225398064
validation[          , genome  6632] predictions:    9724/  10000 (97.24%), best:    9744/10000 (97.44%), error:       930.30042, best error:       824.51025 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 81.4612426758s, input_fired_time: 1.0036927462, output_fired_time: 0.6407071948, propagate_forward_time: 32.9688949585, propagate_backward_time: 45.0025024414, weight_update_time: 0.0961225480, other_time: 1.8454437256
epoch time: 6.9957113266s, input_fired_time: 0.1116916910, output_fired_time: 0.0000000000, propagate_forward_time: 6.5589275360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3250923157
validation[          , genome  6632] predictions:    9746/  10000 (97.46%), best:    9744/10000 (97.44%), error:       882.26331, best error:       824.51025 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 81.5792007446s, input_fired_time: 1.0184680223, output_fired_time: 0.6420699954, propagate_forward_time: 32.9477615356, propagate_backward_time: 45.0944786072, weight_update_time: 0.0958974808, other_time: 1.8764228821
epoch time: 7.0330681801s, input_fired_time: 0.1072122604, output_fired_time: 0.0000000000, propagate_forward_time: 6.6079578400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3178982735
validation[          , genome  6632] predictions:    9704/  10000 (97.04%), best:    9744/10000 (97.44%), error:       949.94055, best error:       824.51025 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 82.1456069946s, input_fired_time: 1.0268368721, output_fired_time: 0.6456907392, propagate_forward_time: 33.3231735229, propagate_backward_time: 45.2300682068, weight_update_time: 0.0966990665, other_time: 1.9198341370
epoch time: 6.9887948036s, input_fired_time: 0.1124064550, output_fired_time: 0.0000000000, propagate_forward_time: 6.5503516197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3260369301
validation[          , genome  6632] predictions:    9669/  10000 (96.69%), best:    9744/10000 (97.44%), error:      1047.52698, best error:       824.51025 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 81.8343429565s, input_fired_time: 0.9985545278, output_fired_time: 0.6433579326, propagate_forward_time: 33.1139297485, propagate_backward_time: 45.2189064026, weight_update_time: 0.0964985043, other_time: 1.8595924377
epoch time: 7.0728621483s, input_fired_time: 0.1085457951, output_fired_time: 0.0000000000, propagate_forward_time: 6.6406993866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3236169815
validation[          , genome  6632] predictions:    9747/  10000 (97.47%), best:    9744/10000 (97.44%), error:       884.28687, best error:       824.51025 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 81.8828048706s, input_fired_time: 1.0010811090, output_fired_time: 0.6447602510, propagate_forward_time: 33.1047630310, propagate_backward_time: 45.2787246704, weight_update_time: 0.0971003324, other_time: 1.8534736633
epoch time: 7.0449414253s, input_fired_time: 0.1132048815, output_fired_time: 0.0000000000, propagate_forward_time: 6.6052956581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3264408112
validation[          , genome  6632] predictions:    9727/  10000 (97.27%), best:    9744/10000 (97.44%), error:       900.73907, best error:       824.51025 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 82.0265884399s, input_fired_time: 1.0024091005, output_fired_time: 0.6448238492, propagate_forward_time: 33.2255401611, propagate_backward_time: 45.2982254028, weight_update_time: 0.0968146026, other_time: 1.8555908203
epoch time: 7.0394964218s, input_fired_time: 0.1081164256, output_fired_time: 0.0000000000, propagate_forward_time: 6.6094288826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219509125
validation[          , genome  6632] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       822.22235, best error:       822.22235 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 81.6051864624s, input_fired_time: 0.9972786903, output_fired_time: 0.6495708227, propagate_forward_time: 33.1035652161, propagate_backward_time: 45.0095405579, weight_update_time: 0.0961915851, other_time: 1.8452301025
epoch time: 7.0447030067s, input_fired_time: 0.1075123549, output_fired_time: 0.0000000000, propagate_forward_time: 6.6171398163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3200507164
validation[          , genome  6632] predictions:    9749/  10000 (97.49%), best:    9757/10000 (97.57%), error:       832.17902, best error:       822.22235 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 81.5799102783s, input_fired_time: 1.0051455498, output_fired_time: 0.6431773901, propagate_forward_time: 33.0463790894, propagate_backward_time: 45.0343093872, weight_update_time: 0.0966688991, other_time: 1.8508987427
epoch time: 7.0019712448s, input_fired_time: 0.1123882905, output_fired_time: 0.0000000000, propagate_forward_time: 6.5625300407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3270530701
validation[          , genome  6632] predictions:    9732/  10000 (97.32%), best:    9757/10000 (97.57%), error:       888.66089, best error:       822.22235 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 81.6004333496s, input_fired_time: 1.0406808853, output_fired_time: 0.6442045569, propagate_forward_time: 32.9876747131, propagate_backward_time: 45.0271263123, weight_update_time: 0.0960195512, other_time: 1.9007492065
epoch time: 7.0801734924s, input_fired_time: 0.1165187433, output_fired_time: 0.0000000000, propagate_forward_time: 6.6255779266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3380765915
validation[          , genome  6632] predictions:    9714/  10000 (97.14%), best:    9757/10000 (97.57%), error:       937.36395, best error:       822.22235 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 81.8298187256s, input_fired_time: 1.0363171101, output_fired_time: 0.6450610161, propagate_forward_time: 33.0976524353, propagate_backward_time: 45.1377029419, weight_update_time: 0.0962961242, other_time: 1.9130897522
epoch time: 7.0559697151s, input_fired_time: 0.1146483198, output_fired_time: 0.0000000000, propagate_forward_time: 6.6098208427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3315005302
validation[          , genome  6632] predictions:    9633/  10000 (96.33%), best:    9757/10000 (97.57%), error:      1233.36145, best error:       822.22235 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 81.9349060059s, input_fired_time: 1.0097836256, output_fired_time: 0.6428475380, propagate_forward_time: 33.2079582214, propagate_backward_time: 45.2199516296, weight_update_time: 0.0964462534, other_time: 1.8543701172
epoch time: 7.0276823044s, input_fired_time: 0.1070148870, output_fired_time: 0.0000000000, propagate_forward_time: 6.6010074615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3196601868
validation[          , genome  6632] predictions:    9703/  10000 (97.03%), best:    9757/10000 (97.57%), error:       946.86353, best error:       822.22235 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 81.9652709961s, input_fired_time: 1.0099500418, output_fired_time: 0.6430727243, propagate_forward_time: 33.1587677002, propagate_backward_time: 45.3149414062, weight_update_time: 0.0969034582, other_time: 1.8385391235
epoch time: 7.1486654282s, input_fired_time: 0.1073089093, output_fired_time: 0.0000000000, propagate_forward_time: 6.7149577141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3263988495
validation[          , genome  6632] predictions:    9699/  10000 (96.99%), best:    9757/10000 (97.57%), error:       973.67273, best error:       822.22235 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 82.4151763916s, input_fired_time: 0.9967707992, output_fired_time: 0.6431380510, propagate_forward_time: 33.3404426575, propagate_backward_time: 45.5859909058, weight_update_time: 0.0966122746, other_time: 1.8488349915
epoch time: 7.1219520569s, input_fired_time: 0.1084432155, output_fired_time: 0.0000000000, propagate_forward_time: 6.6766209602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3368878365
validation[          , genome  6632] predictions:    9709/  10000 (97.09%), best:    9757/10000 (97.57%), error:       920.03998, best error:       822.22235 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 81.7294616699s, input_fired_time: 1.0232657194, output_fired_time: 0.6426262856, propagate_forward_time: 33.0686187744, propagate_backward_time: 45.1214904785, weight_update_time: 0.0961920097, other_time: 1.8734664917
epoch time: 7.0189547539s, input_fired_time: 0.1079534963, output_fired_time: 0.0000000000, propagate_forward_time: 6.5928878784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3181133270
validation[          , genome  6632] predictions:    9747/  10000 (97.47%), best:    9757/10000 (97.57%), error:       958.03241, best error:       822.22235 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 82.0954589844s, input_fired_time: 1.0153914690, output_fired_time: 0.6444610357, propagate_forward_time: 33.2146530151, propagate_backward_time: 45.3484382629, weight_update_time: 0.0964210182, other_time: 1.8725166321
epoch time: 6.9939222336s, input_fired_time: 0.1062844843, output_fired_time: 0.0000000000, propagate_forward_time: 6.5701398849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3174977303
validation[          , genome  6632] predictions:    9707/  10000 (97.07%), best:    9757/10000 (97.57%), error:       961.78638, best error:       822.22235 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 81.7187576294s, input_fired_time: 1.0019366741, output_fired_time: 0.6461536288, propagate_forward_time: 33.0425605774, propagate_backward_time: 45.1776313782, weight_update_time: 0.0964986011, other_time: 1.8504714966
epoch time: 7.0045208931s, input_fired_time: 0.1067442670, output_fired_time: 0.0000000000, propagate_forward_time: 6.5815606117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3162159920
validation[          , genome  6632] predictions:    9731/  10000 (97.31%), best:    9757/10000 (97.57%), error:       927.06165, best error:       822.22235 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 81.5051422119s, input_fired_time: 1.0219784975, output_fired_time: 0.6511356235, propagate_forward_time: 32.9715728760, propagate_backward_time: 44.9829063416, weight_update_time: 0.0960055366, other_time: 1.8775444031
epoch time: 7.0312271118s, input_fired_time: 0.1082222015, output_fired_time: 0.0000000000, propagate_forward_time: 6.6033663750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3196387291
validation[          , genome  6632] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       816.27844, best error:       816.27844 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 81.7346343994s, input_fired_time: 1.0013356209, output_fired_time: 0.6506568789, propagate_forward_time: 33.1007690430, propagate_backward_time: 45.1388664246, weight_update_time: 0.0965136215, other_time: 1.8430061340
epoch time: 7.0304064751s, input_fired_time: 0.1087487340, output_fired_time: 0.0000000000, propagate_forward_time: 6.6005544662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3211030960
validation[          , genome  6632] predictions:    9694/  10000 (96.94%), best:    9770/10000 (97.70%), error:      1058.31006, best error:       816.27844 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 82.0576171875s, input_fired_time: 1.0093071461, output_fired_time: 0.6457115412, propagate_forward_time: 33.2589492798, propagate_backward_time: 45.2840423584, weight_update_time: 0.0969827771, other_time: 1.8596038818
epoch time: 7.0539979935s, input_fired_time: 0.1169942990, output_fired_time: 0.0000000000, propagate_forward_time: 6.6047301292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322734833
validation[          , genome  6632] predictions:    9759/  10000 (97.59%), best:    9770/10000 (97.70%), error:       876.88818, best error:       816.27844 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 81.9613113403s, input_fired_time: 1.0187795162, output_fired_time: 0.6444073319, propagate_forward_time: 33.1591720581, propagate_backward_time: 45.2687454224, weight_update_time: 0.0970031470, other_time: 1.8702087402
epoch time: 7.0375509262s, input_fired_time: 0.1088060588, output_fired_time: 0.0000000000, propagate_forward_time: 6.6103515625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3183932304
validation[          , genome  6632] predictions:    9759/  10000 (97.59%), best:    9770/10000 (97.70%), error:       833.35657, best error:       816.27844 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 81.7238540649s, input_fired_time: 1.0253249407, output_fired_time: 0.6421936750, propagate_forward_time: 33.0177116394, propagate_backward_time: 45.1717834473, weight_update_time: 0.0956755579, other_time: 1.8668403625
epoch time: 7.0475006104s, input_fired_time: 0.1088156551, output_fired_time: 0.0000000000, propagate_forward_time: 6.6178078651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208770752
validation[          , genome  6632] predictions:    9753/  10000 (97.53%), best:    9770/10000 (97.70%), error:       847.25348, best error:       816.27844 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 81.3872909546s, input_fired_time: 1.0483072996, output_fired_time: 0.6410109997, propagate_forward_time: 32.8671684265, propagate_backward_time: 44.9701461792, weight_update_time: 0.0960171074, other_time: 1.8606529236
epoch time: 7.0367345810s, input_fired_time: 0.1090748310, output_fired_time: 0.0000000000, propagate_forward_time: 6.6115622520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3160977364
validation[          , genome  6632] predictions:    9764/  10000 (97.64%), best:    9770/10000 (97.70%), error:       844.60278, best error:       816.27844 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 82.3738403320s, input_fired_time: 1.0321917534, output_fired_time: 0.6445612907, propagate_forward_time: 33.2680931091, propagate_backward_time: 45.5582847595, weight_update_time: 0.0968209580, other_time: 1.8707122803
epoch time: 7.0457859039s, input_fired_time: 0.1154879704, output_fired_time: 0.0000000000, propagate_forward_time: 6.6002683640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3300294876
validation[          , genome  6632] predictions:    9756/  10000 (97.56%), best:    9770/10000 (97.70%), error:       825.32098, best error:       816.27844 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 82.0688858032s, input_fired_time: 1.0513188839, output_fired_time: 0.6460532546, propagate_forward_time: 33.2077445984, propagate_backward_time: 45.2436332703, weight_update_time: 0.0966019779, other_time: 1.9201431274
epoch time: 7.0670785904s, input_fired_time: 0.1151804626, output_fired_time: 0.0000000000, propagate_forward_time: 6.6225929260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3293051720
validation[          , genome  6632] predictions:    9731/  10000 (97.31%), best:    9770/10000 (97.70%), error:       950.09064, best error:       816.27844 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 81.7002792358s, input_fired_time: 1.0165669918, output_fired_time: 0.6442077160, propagate_forward_time: 33.0140495300, propagate_backward_time: 45.1692695618, weight_update_time: 0.0971669629, other_time: 1.8561859131
epoch time: 7.0385313034s, input_fired_time: 0.1149558276, output_fired_time: 0.0000000000, propagate_forward_time: 6.5965833664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269920349
validation[          , genome  6632] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       860.67017, best error:       816.27844 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 81.6046905518s, input_fired_time: 1.0380876064, output_fired_time: 0.6453797817, propagate_forward_time: 32.9487113953, propagate_backward_time: 45.0922393799, weight_update_time: 0.0961769074, other_time: 1.8802757263
epoch time: 7.2278041840s, input_fired_time: 0.1157791838, output_fired_time: 0.0000000000, propagate_forward_time: 6.7830247879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3289999962
validation[          , genome  6632] predictions:    9759/  10000 (97.59%), best:    9770/10000 (97.70%), error:       832.99829, best error:       816.27844 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 81.6824645996s, input_fired_time: 0.9979810119, output_fired_time: 0.6505947709, propagate_forward_time: 33.0430717468, propagate_backward_time: 45.1572532654, weight_update_time: 0.0967561975, other_time: 1.8335647583
epoch time: 7.0920414925s, input_fired_time: 0.1094098613, output_fired_time: 0.0000000000, propagate_forward_time: 6.6597518921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3228797913
validation[          , genome  6632] predictions:    9736/  10000 (97.36%), best:    9770/10000 (97.70%), error:       909.38403, best error:       816.27844 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 81.8874664307s, input_fired_time: 1.0327316523, output_fired_time: 0.6433944702, propagate_forward_time: 33.1281929016, propagate_backward_time: 45.2109222412, weight_update_time: 0.0959969014, other_time: 1.8722267151
epoch time: 7.2205352783s, input_fired_time: 0.1100776866, output_fired_time: 0.0000000000, propagate_forward_time: 6.7842001915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3262572289
validation[          , genome  6632] predictions:    9734/  10000 (97.34%), best:    9770/10000 (97.70%), error:       958.54950, best error:       816.27844 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 82.5602722168s, input_fired_time: 1.0014386177, output_fired_time: 0.6440554261, propagate_forward_time: 33.3399124146, propagate_backward_time: 45.6874046326, weight_update_time: 0.0968917459, other_time: 1.8874549866
epoch time: 7.0885105133s, input_fired_time: 0.1112819910, output_fired_time: 0.0000000000, propagate_forward_time: 6.6496596336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275690079
validation[          , genome  6632] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       789.17462, best error:       789.17462 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 81.5087127686s, input_fired_time: 0.9976001978, output_fired_time: 0.6394512057, propagate_forward_time: 33.0256080627, propagate_backward_time: 45.0206336975, weight_update_time: 0.0966435075, other_time: 1.8254241943
epoch time: 7.0636906624s, input_fired_time: 0.1102467850, output_fired_time: 0.0000000000, propagate_forward_time: 6.6323690414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210749626
validation[          , genome  6632] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       754.82465, best error:       754.82465 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 81.9976882935s, input_fired_time: 1.0116075277, output_fired_time: 0.6431406736, propagate_forward_time: 33.2021064758, propagate_backward_time: 45.2980957031, weight_update_time: 0.0968013406, other_time: 1.8427391052
epoch time: 7.0117444992s, input_fired_time: 0.1085693464, output_fired_time: 0.0000000000, propagate_forward_time: 6.5853013992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3178739548
validation[          , genome  6632] predictions:    9753/  10000 (97.53%), best:    9772/10000 (97.72%), error:       904.01740, best error:       754.82465 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 81.6727294922s, input_fired_time: 0.9976588488, output_fired_time: 0.6411431432, propagate_forward_time: 33.0438804626, propagate_backward_time: 45.1609001160, weight_update_time: 0.0962398127, other_time: 1.8291473389
epoch time: 7.0116314888s, input_fired_time: 0.1141697168, output_fired_time: 0.0000000000, propagate_forward_time: 6.5728740692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3245878220
validation[          , genome  6632] predictions:    9745/  10000 (97.45%), best:    9772/10000 (97.72%), error:       907.28168, best error:       754.82465 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 81.9505386353s, input_fired_time: 1.0405526161, output_fired_time: 0.6451610327, propagate_forward_time: 33.1188774109, propagate_backward_time: 45.2540664673, weight_update_time: 0.0961208493, other_time: 1.8918800354
epoch time: 7.0279316902s, input_fired_time: 0.1104427204, output_fired_time: 0.0000000000, propagate_forward_time: 6.5980315208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194575310
validation[          , genome  6632] predictions:    9730/  10000 (97.30%), best:    9772/10000 (97.72%), error:       907.86658, best error:       754.82465 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 81.8761138916s, input_fired_time: 1.0277277231, output_fired_time: 0.6445756555, propagate_forward_time: 33.0746841431, propagate_backward_time: 45.2106094360, weight_update_time: 0.0958809704, other_time: 1.9185180664
epoch time: 7.0255103111s, input_fired_time: 0.1090442240, output_fired_time: 0.0000000000, propagate_forward_time: 6.5961995125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202667236
validation[          , genome  6632] predictions:    9782/  10000 (97.82%), best:    9772/10000 (97.72%), error:       787.40155, best error:       754.82465 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 82.3715667725s, input_fired_time: 1.0190401077, output_fired_time: 0.6448277235, propagate_forward_time: 33.3202438354, propagate_backward_time: 45.5257568359, weight_update_time: 0.0970098674, other_time: 1.8616943359
epoch time: 7.1437258720s, input_fired_time: 0.1108046249, output_fired_time: 0.0000000000, propagate_forward_time: 6.7052717209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3276495934
validation[          , genome  6632] predictions:    9758/  10000 (97.58%), best:    9772/10000 (97.72%), error:       810.36493, best error:       754.82465 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 82.4749450684s, input_fired_time: 1.0222576857, output_fired_time: 0.6443491578, propagate_forward_time: 33.4199867249, propagate_backward_time: 45.5080680847, weight_update_time: 0.0975708216, other_time: 1.8802871704
epoch time: 7.0009016991s, input_fired_time: 0.1088329777, output_fired_time: 0.0000000000, propagate_forward_time: 6.5733203888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3187484741
validation[          , genome  6632] predictions:    9755/  10000 (97.55%), best:    9772/10000 (97.72%), error:       836.75879, best error:       754.82465 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 81.8218154907s, input_fired_time: 1.0370943546, output_fired_time: 0.6482116580, propagate_forward_time: 33.0492668152, propagate_backward_time: 45.2008895874, weight_update_time: 0.0958881751, other_time: 1.8863563538
epoch time: 7.0850214958s, input_fired_time: 0.1173907146, output_fired_time: 0.0000000000, propagate_forward_time: 6.6285853386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390455246
validation[          , genome  6632] predictions:    9781/  10000 (97.81%), best:    9772/10000 (97.72%), error:       800.61285, best error:       754.82465 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 81.6965789795s, input_fired_time: 1.0201284885, output_fired_time: 0.6417136192, propagate_forward_time: 33.0808410645, propagate_backward_time: 45.1051483154, weight_update_time: 0.0962545574, other_time: 1.8487472534
epoch time: 7.0516600609s, input_fired_time: 0.1161238700, output_fired_time: 0.0000000000, propagate_forward_time: 6.6077132225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3278231621
validation[          , genome  6632] predictions:    9593/  10000 (95.93%), best:    9772/10000 (97.72%), error:      1253.58606, best error:       754.82465 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 82.2425994873s, input_fired_time: 1.0673716068, output_fired_time: 0.6570904851, propagate_forward_time: 33.2566947937, propagate_backward_time: 45.3626480103, weight_update_time: 0.0961810499, other_time: 1.8987922668
epoch time: 7.0392627716s, input_fired_time: 0.1106644347, output_fired_time: 0.0000000000, propagate_forward_time: 6.6079878807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3206105232
validation[          , genome  6632] predictions:    9753/  10000 (97.53%), best:    9772/10000 (97.72%), error:       860.23920, best error:       754.82465 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 82.1428375244s, input_fired_time: 1.0265280008, output_fired_time: 0.6510677934, propagate_forward_time: 33.2487411499, propagate_backward_time: 45.3415222168, weight_update_time: 0.0970463157, other_time: 1.8749771118
epoch time: 7.0216884613s, input_fired_time: 0.1099091321, output_fired_time: 0.0000000000, propagate_forward_time: 6.5934047699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3183746338
validation[          , genome  6632] predictions:    9760/  10000 (97.60%), best:    9772/10000 (97.72%), error:       802.56104, best error:       754.82465 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 81.9554061890s, input_fired_time: 1.0083881617, output_fired_time: 0.6432546377, propagate_forward_time: 33.1510887146, propagate_backward_time: 45.2901039124, weight_update_time: 0.0972098112, other_time: 1.8625717163
epoch time: 7.1002402306s, input_fired_time: 0.1125010401, output_fired_time: 0.0000000000, propagate_forward_time: 6.6586065292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3291325569
validation[          , genome  6632] predictions:    9752/  10000 (97.52%), best:    9772/10000 (97.72%), error:       874.90729, best error:       754.82465 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 82.8442993164s, input_fired_time: 1.0124486685, output_fired_time: 0.6465017200, propagate_forward_time: 33.4567146301, propagate_backward_time: 45.8547363281, weight_update_time: 0.0975647494, other_time: 1.8738975525
epoch time: 7.1068201065s, input_fired_time: 0.1117220670, output_fired_time: 0.0000000000, propagate_forward_time: 6.6710839272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3240141869
validation[          , genome  6632] predictions:    9767/  10000 (97.67%), best:    9772/10000 (97.72%), error:       791.09015, best error:       754.82465 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 84.4295425415s, input_fired_time: 1.0455929041, output_fired_time: 0.6585006714, propagate_forward_time: 34.0341529846, propagate_backward_time: 46.6639099121, weight_update_time: 0.0993421823, other_time: 2.0273857117
epoch time: 7.0413651466s, input_fired_time: 0.1106920764, output_fired_time: 0.0000000000, propagate_forward_time: 6.6089949608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3216781616
validation[          , genome  6632] predictions:    9698/  10000 (96.98%), best:    9772/10000 (97.72%), error:      1063.08508, best error:       754.82465 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 82.3194427490s, input_fired_time: 1.0227415562, output_fired_time: 0.6438325644, propagate_forward_time: 33.2629928589, propagate_backward_time: 45.5174484253, weight_update_time: 0.0970222950, other_time: 1.8724288940
epoch time: 7.1094903946s, input_fired_time: 0.1136065796, output_fired_time: 0.0000000000, propagate_forward_time: 6.6647739410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3311100006
validation[          , genome  6632] predictions:    9766/  10000 (97.66%), best:    9772/10000 (97.72%), error:       789.22491, best error:       754.82465 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 82.3063735962s, input_fired_time: 1.0207237005, output_fired_time: 0.6439752579, propagate_forward_time: 33.2917480469, propagate_backward_time: 45.4812545776, weight_update_time: 0.0976603031, other_time: 1.8686752319
epoch time: 7.1366176605s, input_fired_time: 0.1117890179, output_fired_time: 0.0000000000, propagate_forward_time: 6.6970496178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277788162
validation[          , genome  6632] predictions:    9770/  10000 (97.70%), best:    9772/10000 (97.72%), error:       826.12183, best error:       754.82465 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 82.7453918457s, input_fired_time: 1.0143628120, output_fired_time: 0.6466306448, propagate_forward_time: 33.4180526733, propagate_backward_time: 45.7689704895, weight_update_time: 0.0979799703, other_time: 1.8973731995
epoch time: 7.0310268402s, input_fired_time: 0.1126760021, output_fired_time: 0.0000000000, propagate_forward_time: 6.5981731415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201775551
validation[          , genome  6632] predictions:    9756/  10000 (97.56%), best:    9772/10000 (97.72%), error:       834.09747, best error:       754.82465 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 82.3941116333s, input_fired_time: 1.0388108492, output_fired_time: 0.6457815170, propagate_forward_time: 33.4125518799, propagate_backward_time: 45.3833770752, weight_update_time: 0.0967882350, other_time: 1.9135894775
epoch time: 7.0612068176s, input_fired_time: 0.1171159148, output_fired_time: 0.0000000000, propagate_forward_time: 6.6120696068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3320212364
validation[          , genome  6632] predictions:    9740/  10000 (97.40%), best:    9772/10000 (97.72%), error:       893.21136, best error:       754.82465 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 81.9647064209s, input_fired_time: 1.0459905863, output_fired_time: 0.6474261880, propagate_forward_time: 33.0969429016, propagate_backward_time: 45.2792816162, weight_update_time: 0.0963126794, other_time: 1.8950691223
epoch time: 6.9943995476s, input_fired_time: 0.1154214218, output_fired_time: 0.0000000000, propagate_forward_time: 6.5530190468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3259592056
validation[          , genome  6632] predictions:    9760/  10000 (97.60%), best:    9772/10000 (97.72%), error:       866.10760, best error:       754.82465 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 82.9667739868s, input_fired_time: 1.0343855619, output_fired_time: 0.6646374464, propagate_forward_time: 33.4893646240, propagate_backward_time: 45.8619766235, weight_update_time: 0.0974319428, other_time: 1.9164123535
epoch time: 7.1966700554s, input_fired_time: 0.1130015627, output_fired_time: 0.0000000000, propagate_forward_time: 6.7531027794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305659294
validation[          , genome  6632] predictions:    9795/  10000 (97.95%), best:    9772/10000 (97.72%), error:       786.13239, best error:       754.82465 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 82.1868209839s, input_fired_time: 1.0397381783, output_fired_time: 0.6459610462, propagate_forward_time: 33.1501998901, propagate_backward_time: 45.4067077637, weight_update_time: 0.0967552811, other_time: 1.9442138672
epoch time: 7.0048627853s, input_fired_time: 0.1177001372, output_fired_time: 0.0000000000, propagate_forward_time: 6.5614404678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3257222176
validation[          , genome  6632] predictions:    9777/  10000 (97.77%), best:    9772/10000 (97.72%), error:       826.72760, best error:       754.82465 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 82.2172164917s, input_fired_time: 1.0352575779, output_fired_time: 0.6464773417, propagate_forward_time: 33.2269554138, propagate_backward_time: 45.4014625549, weight_update_time: 0.0968045890, other_time: 1.9070663452
epoch time: 7.0642457008s, input_fired_time: 0.1125667691, output_fired_time: 0.0000000000, propagate_forward_time: 6.6283679008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3233108521
validation[          , genome  6632] predictions:    9744/  10000 (97.44%), best:    9772/10000 (97.72%), error:       909.31506, best error:       754.82465 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 82.6222610474s, input_fired_time: 1.0283160210, output_fired_time: 0.6484243274, propagate_forward_time: 33.4094810486, propagate_backward_time: 45.6265907288, weight_update_time: 0.0974330604, other_time: 1.9094543457
epoch time: 7.0733551979s, input_fired_time: 0.1171484217, output_fired_time: 0.0000000000, propagate_forward_time: 6.6247987747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3314080238
validation[          , genome  6632] predictions:    9764/  10000 (97.64%), best:    9772/10000 (97.72%), error:       846.42188, best error:       754.82465 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 82.6060028076s, input_fired_time: 1.0524901152, output_fired_time: 0.6505429149, propagate_forward_time: 33.3997764587, propagate_backward_time: 45.6042938232, weight_update_time: 0.0966144279, other_time: 1.8988990784
epoch time: 7.0328564644s, input_fired_time: 0.1145885289, output_fired_time: 0.0000000000, propagate_forward_time: 6.5963363647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219313622
validation[          , genome  6632] predictions:    9770/  10000 (97.70%), best:    9772/10000 (97.72%), error:       824.61469, best error:       754.82465 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 82.7412414551s, input_fired_time: 1.0591437817, output_fired_time: 0.6543423533, propagate_forward_time: 33.5381355286, propagate_backward_time: 45.5464019775, weight_update_time: 0.0965023562, other_time: 1.9432182312
epoch time: 7.0547566414s, input_fired_time: 0.1178086922, output_fired_time: 0.0000000000, propagate_forward_time: 6.6025710106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3343768120
validation[          , genome  6632] predictions:    9756/  10000 (97.56%), best:    9772/10000 (97.72%), error:       848.25720, best error:       754.82465 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 82.7007293701s, input_fired_time: 1.0407916307, output_fired_time: 0.6485118270, propagate_forward_time: 33.4126777649, propagate_backward_time: 45.7075271606, weight_update_time: 0.0975617468, other_time: 1.8912162781
epoch time: 7.1240406036s, input_fired_time: 0.1137370989, output_fired_time: 0.0000000000, propagate_forward_time: 6.6818461418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3284573555
validation[          , genome  6632] predictions:    9553/  10000 (95.53%), best:    9772/10000 (97.72%), error:      1468.44263, best error:       754.82465 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 82.0083312988s, input_fired_time: 1.0407048464, output_fired_time: 0.6445269585, propagate_forward_time: 33.1055183411, propagate_backward_time: 45.3399276733, weight_update_time: 0.0962764770, other_time: 1.8776588440
epoch time: 7.1002674103s, input_fired_time: 0.1136230528, output_fired_time: 0.0000000000, propagate_forward_time: 6.6588792801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277649879
validation[          , genome  6632] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       813.40295, best error:       754.82465 on epoch:    67, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 82.6161117554s, input_fired_time: 1.0492830276, output_fired_time: 0.6504284739, propagate_forward_time: 33.3825988770, propagate_backward_time: 45.6219558716, weight_update_time: 0.0971788615, other_time: 1.9118423462
epoch time: 7.0887312889s, input_fired_time: 0.1207472458, output_fired_time: 0.0000000000, propagate_forward_time: 6.6377377510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3302464485
validation[          , genome  6632] predictions:    9789/  10000 (97.89%), best:    9772/10000 (97.72%), error:       763.79730, best error:       754.82465 on epoch:    67, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 82.3479080200s, input_fired_time: 1.0521420240, output_fired_time: 0.6453577876, propagate_forward_time: 33.2457504272, propagate_backward_time: 45.5241661072, weight_update_time: 0.0965410471, other_time: 1.8804969788
epoch time: 7.1165952682s, input_fired_time: 0.1142405346, output_fired_time: 0.0000000000, propagate_forward_time: 6.6695952415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3327593803
validation[          , genome  6632] predictions:    9769/  10000 (97.69%), best:    9772/10000 (97.72%), error:       804.72626, best error:       754.82465 on epoch:    67, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 82.8647384644s, input_fired_time: 1.0402904749, output_fired_time: 0.7151388526, propagate_forward_time: 33.4476356506, propagate_backward_time: 45.7765731812, weight_update_time: 0.0972558260, other_time: 1.8850975037
epoch time: 7.0297145844s, input_fired_time: 0.1122141778, output_fired_time: 0.0000000000, propagate_forward_time: 6.5922398567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3252606392
validation[          , genome  6632] predictions:    9740/  10000 (97.40%), best:    9772/10000 (97.72%), error:       935.56854, best error:       754.82465 on epoch:    67, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 81.8997344971s, input_fired_time: 1.0363427401, output_fired_time: 0.6429384947, propagate_forward_time: 33.1278991699, propagate_backward_time: 45.2125358582, weight_update_time: 0.0959929004, other_time: 1.8800163269
epoch time: 7.1813359261s, input_fired_time: 0.1156093106, output_fired_time: 0.0000000000, propagate_forward_time: 6.7297501564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359766006
validation[          , genome  6632] predictions:    9692/  10000 (96.92%), best:    9772/10000 (97.72%), error:      1029.16504, best error:       754.82465 on epoch:    67, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 82.2592163086s, input_fired_time: 1.0174700022, output_fired_time: 0.6463028193, propagate_forward_time: 33.3459587097, propagate_backward_time: 45.3856849670, weight_update_time: 0.0964032635, other_time: 1.8638000488
epoch time: 7.0097889900s, input_fired_time: 0.1107386500, output_fired_time: 0.0000000000, propagate_forward_time: 6.5806202888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184299469
validation[          , genome  6632] predictions:    9774/  10000 (97.74%), best:    9772/10000 (97.72%), error:       782.35699, best error:       754.82465 on epoch:    67, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 81.8871765137s, input_fired_time: 1.0675165653, output_fired_time: 0.6417166591, propagate_forward_time: 33.0374641418, propagate_backward_time: 45.2918930054, weight_update_time: 0.0960911512, other_time: 1.8485832214
epoch time: 7.0412850380s, input_fired_time: 0.1190996468, output_fired_time: 0.0000000000, propagate_forward_time: 6.5905132294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3316721916
validation[          , genome  6632] predictions:    9735/  10000 (97.35%), best:    9772/10000 (97.72%), error:       942.18213, best error:       754.82465 on epoch:    67, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 81.7759094238s, input_fired_time: 1.0614198446, output_fired_time: 0.6522779465, propagate_forward_time: 32.9785575867, propagate_backward_time: 45.2186851501, weight_update_time: 0.0963043943, other_time: 1.8649749756
epoch time: 7.2837939262s, input_fired_time: 0.1190377548, output_fired_time: 0.0000000000, propagate_forward_time: 6.8302702904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3344860077
validation[          , genome  6632] predictions:    9751/  10000 (97.51%), best:    9772/10000 (97.72%), error:       853.76440, best error:       754.82465 on epoch:    67, 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: 35.7997703552s, input_fired_time: 0.5932646990, output_fired_time: 0.0000000000, propagate_forward_time: 33.5004692078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7060356140
best training[          , genome  6632] predictions:   49725/  50000 (99.45%), best:    9772/10000 (97.72%), error:      1273.12598, best error:       754.82465 on epoch:    67, 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: 7.2247786522s, input_fired_time: 0.1145719439, output_fired_time: 0.0000000000, propagate_forward_time: 6.7790327072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3311738968
   testing[          , genome  6632] predictions:    9802/  10000 (98.02%), best:    9772/10000 (97.72%), error:       651.13104, best error:       754.82465 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:33:37 (15429): called boinc_finish(0)

</stderr_txt>
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