Nameexact_genome_1512568488_41_6617_1
Workunit2604329
Created7 Dec 2017, 20:54:48 UTC
Sent7 Dec 2017, 21:00:52 UTC
Report deadline17 Dec 2017, 12:15:59 UTC
Received8 Dec 2017, 2:33:54 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53799
Run time2 hours 36 min 35 sec
CPU time2 hours 35 min 58 sec
Validate stateValid
Credit2,408.88
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: 86.2035751343s, input_fired_time: 1.0919500589, output_fired_time: 0.7141395211, propagate_forward_time: 33.8380241394, propagate_backward_time: 48.5193290710, weight_update_time: 0.0871451572, other_time: 2.0401306152
epoch time: 7.1619491577s, input_fired_time: 0.1174451411, output_fired_time: 0.0000000000, propagate_forward_time: 6.6918306351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3526735306
validation[          , genome  6617] predictions:    9596/  10000 (95.96%), best:    9675/10000 (96.75%), error:      1310.71570, best error:      1085.14819 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 85.5552368164s, input_fired_time: 1.0863820314, output_fired_time: 0.7009032965, propagate_forward_time: 33.4940109253, propagate_backward_time: 48.2751235962, weight_update_time: 0.0864878893, other_time: 1.9988174438
epoch time: 7.1268954277s, input_fired_time: 0.1160722002, output_fired_time: 0.0000000000, propagate_forward_time: 6.6576423645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531808853
validation[          , genome  6617] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1042.50293, best error:      1042.50293 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 85.0884475708s, input_fired_time: 1.0804302692, output_fired_time: 0.7003223896, propagate_forward_time: 33.3028945923, propagate_backward_time: 47.9618148804, weight_update_time: 0.0941513404, other_time: 2.0429840088
epoch time: 7.0925621986s, input_fired_time: 0.1130801216, output_fired_time: 0.0000000000, propagate_forward_time: 6.6297688484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3497133255
validation[          , genome  6617] predictions:    9587/  10000 (95.87%), best:    9685/10000 (96.85%), error:      1387.18958, best error:      1042.50293 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 85.0914459229s, input_fired_time: 1.0824908018, output_fired_time: 0.7045108080, propagate_forward_time: 33.2347183228, propagate_backward_time: 48.0865707397, weight_update_time: 0.0867247656, other_time: 1.9831542969
epoch time: 7.1245012283s, input_fired_time: 0.1183768138, output_fired_time: 0.0000000000, propagate_forward_time: 6.6556487083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504757881
validation[          , genome  6617] predictions:    9650/  10000 (96.50%), best:    9685/10000 (96.85%), error:      1152.83606, best error:      1042.50293 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 85.0976028442s, input_fired_time: 1.0901968479, output_fired_time: 0.7025365233, propagate_forward_time: 33.3162269592, propagate_backward_time: 47.9982681274, weight_update_time: 0.0863977671, other_time: 1.9903755188
epoch time: 7.2160453796s, input_fired_time: 0.1170367822, output_fired_time: 0.0000000000, propagate_forward_time: 6.7257976532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732109070
validation[          , genome  6617] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1012.28339, best error:      1012.28339 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 85.2362518311s, input_fired_time: 1.0886588097, output_fired_time: 0.7037903666, propagate_forward_time: 33.3336982727, propagate_backward_time: 48.0934257507, weight_update_time: 0.0866598263, other_time: 2.0166778564
epoch time: 7.0985569954s, input_fired_time: 0.1150893494, output_fired_time: 0.0000000000, propagate_forward_time: 6.6321644783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513031006
validation[          , genome  6617] predictions:    9652/  10000 (96.52%), best:    9699/10000 (96.99%), error:      1188.01758, best error:      1012.28339 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 85.1912384033s, input_fired_time: 1.0919003487, output_fired_time: 0.7093180418, propagate_forward_time: 33.3411598206, propagate_backward_time: 48.0519561768, weight_update_time: 0.0862298682, other_time: 1.9968986511
epoch time: 7.0878100395s, input_fired_time: 0.1158749759, output_fired_time: 0.0000000000, propagate_forward_time: 6.6202836037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516516685
validation[          , genome  6617] predictions:    9680/  10000 (96.80%), best:    9699/10000 (96.99%), error:      1039.58826, best error:      1012.28339 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 85.4233932495s, input_fired_time: 1.0997604132, output_fired_time: 0.6999726295, propagate_forward_time: 33.4595413208, propagate_backward_time: 48.2048835754, weight_update_time: 0.0839862451, other_time: 1.9592323303
epoch time: 7.0687050819s, input_fired_time: 0.1100410298, output_fired_time: 0.0000000000, propagate_forward_time: 6.6234393120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352246284
validation[          , genome  6617] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:       994.55066, best error:       994.55066 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 85.5766296387s, input_fired_time: 1.0928809643, output_fired_time: 0.7016139627, propagate_forward_time: 33.4786758423, propagate_backward_time: 48.3498764038, weight_update_time: 0.0839216635, other_time: 1.9535827637
epoch time: 7.0944685936s, input_fired_time: 0.1104831249, output_fired_time: 0.0000000000, propagate_forward_time: 6.6452379227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3387475014
validation[          , genome  6617] predictions:    9647/  10000 (96.47%), best:    9697/10000 (96.97%), error:      1204.52161, best error:       994.55066 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 85.2446365356s, input_fired_time: 1.1021590233, output_fired_time: 0.7005131245, propagate_forward_time: 33.3422164917, propagate_backward_time: 48.1110839844, weight_update_time: 0.0846920013, other_time: 1.9886627197
epoch time: 7.3588924408s, input_fired_time: 0.1181317046, output_fired_time: 0.0000000000, propagate_forward_time: 6.8824157715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583450317
validation[          , genome  6617] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       988.83752, best error:       988.83752 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 85.1086883545s, input_fired_time: 1.1203196049, output_fired_time: 0.7046477199, propagate_forward_time: 33.2636756897, propagate_backward_time: 47.9961128235, weight_update_time: 0.0872753561, other_time: 2.0239257812
epoch time: 7.1515369415s, input_fired_time: 0.1171818674, output_fired_time: 0.0000000000, propagate_forward_time: 6.6807322502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3536229134
validation[          , genome  6617] predictions:    9663/  10000 (96.63%), best:    9712/10000 (97.12%), error:      1123.51709, best error:       988.83752 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 84.9597930908s, input_fired_time: 1.1146148443, output_fired_time: 0.7031832337, propagate_forward_time: 33.2562789917, propagate_backward_time: 47.8978080750, weight_update_time: 0.0862692147, other_time: 1.9879035950
epoch time: 7.1295247078s, input_fired_time: 0.1111871824, output_fired_time: 0.0000000000, propagate_forward_time: 6.6789593697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3393783569
validation[          , genome  6617] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       981.81256, best error:       981.81256 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 85.4030456543s, input_fired_time: 1.1043435335, output_fired_time: 0.7091667056, propagate_forward_time: 33.4363899231, propagate_backward_time: 48.1732635498, weight_update_time: 0.0856479257, other_time: 1.9798774719
epoch time: 7.2081880569s, input_fired_time: 0.1223574579, output_fired_time: 0.0000000000, propagate_forward_time: 6.7169599533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688707352
validation[          , genome  6617] predictions:    9700/  10000 (97.00%), best:    9705/10000 (97.05%), error:      1038.37256, best error:       981.81256 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 85.2825317383s, input_fired_time: 1.0833287239, output_fired_time: 0.6986920834, propagate_forward_time: 33.4018402100, propagate_backward_time: 48.1487693787, weight_update_time: 0.0911138877, other_time: 1.9499015808
epoch time: 7.1171102524s, input_fired_time: 0.1107033342, output_fired_time: 0.0000000000, propagate_forward_time: 6.6687574387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3376493454
validation[          , genome  6617] predictions:    9668/  10000 (96.68%), best:    9705/10000 (97.05%), error:      1115.45581, best error:       981.81256 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 85.8202362061s, input_fired_time: 1.1230931282, output_fired_time: 0.7124966383, propagate_forward_time: 33.5564117432, propagate_backward_time: 48.4183502197, weight_update_time: 0.0939709917, other_time: 2.0098876953
epoch time: 7.5547537804s, input_fired_time: 0.1194073260, output_fired_time: 0.0000000000, propagate_forward_time: 7.0573587418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779878616
validation[          , genome  6617] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       966.95819, best error:       966.95819 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 85.5305099487s, input_fired_time: 1.0828076601, output_fired_time: 0.7020108700, propagate_forward_time: 33.5889511108, propagate_backward_time: 48.2040100098, weight_update_time: 0.0830645114, other_time: 1.9527282715
epoch time: 7.0962343216s, input_fired_time: 0.1109169796, output_fired_time: 0.0000000000, propagate_forward_time: 6.6503539085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3349633217
validation[          , genome  6617] predictions:    9701/  10000 (97.01%), best:    9709/10000 (97.09%), error:       997.01465, best error:       966.95819 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 85.2547988892s, input_fired_time: 1.1276648045, output_fired_time: 0.7078117132, propagate_forward_time: 33.3637695312, propagate_backward_time: 48.0937767029, weight_update_time: 0.0842535570, other_time: 1.9617805481
epoch time: 7.1685585976s, input_fired_time: 0.1225342378, output_fired_time: 0.0000000000, propagate_forward_time: 6.6933226585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527016640
validation[          , genome  6617] predictions:    9660/  10000 (96.60%), best:    9709/10000 (97.09%), error:      1094.70154, best error:       966.95819 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 85.0424652100s, input_fired_time: 1.1224758625, output_fired_time: 0.7358155251, propagate_forward_time: 33.2841682434, propagate_backward_time: 47.8889808655, weight_update_time: 0.0875199139, other_time: 2.0110244751
epoch time: 7.1434879303s, input_fired_time: 0.1171593443, output_fired_time: 0.0000000000, propagate_forward_time: 6.6701688766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3561596870
validation[          , genome  6617] predictions:    9650/  10000 (96.50%), best:    9709/10000 (97.09%), error:      1154.04492, best error:       966.95819 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 85.4825973511s, input_fired_time: 1.1200842857, output_fired_time: 0.7067595124, propagate_forward_time: 33.4931335449, propagate_backward_time: 48.1477622986, weight_update_time: 0.0866313055, other_time: 2.0148582458
epoch time: 7.2201380730s, input_fired_time: 0.1194067821, output_fired_time: 0.0000000000, propagate_forward_time: 6.7382264137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3625049591
validation[          , genome  6617] predictions:    9691/  10000 (96.91%), best:    9709/10000 (97.09%), error:      1041.52502, best error:       966.95819 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 85.3399581909s, input_fired_time: 1.1031782627, output_fired_time: 0.7011951804, propagate_forward_time: 33.4362716675, propagate_backward_time: 48.1307525635, weight_update_time: 0.0849454775, other_time: 1.9685592651
epoch time: 7.1324396133s, input_fired_time: 0.1135520712, output_fired_time: 0.0000000000, propagate_forward_time: 6.6690788269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3498086929
validation[          , genome  6617] predictions:    9672/  10000 (96.72%), best:    9709/10000 (97.09%), error:      1012.34338, best error:       966.95819 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 85.6582336426s, input_fired_time: 1.0828927755, output_fired_time: 0.7008479238, propagate_forward_time: 33.5322113037, propagate_backward_time: 48.4140243530, weight_update_time: 0.0827490166, other_time: 1.9282531738
epoch time: 7.2243704796s, input_fired_time: 0.1168254688, output_fired_time: 0.0000000000, propagate_forward_time: 6.7514834404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560614586
validation[          , genome  6617] predictions:    9687/  10000 (96.87%), best:    9709/10000 (97.09%), error:      1050.88684, best error:       966.95819 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 85.0046768188s, input_fired_time: 1.1178919077, output_fired_time: 0.7014979720, propagate_forward_time: 33.2237854004, propagate_backward_time: 47.9608459473, weight_update_time: 0.0861830786, other_time: 2.0006561279
epoch time: 7.1867032051s, input_fired_time: 0.1129290760, output_fired_time: 0.0000000000, propagate_forward_time: 6.7332820892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404922485
validation[          , genome  6617] predictions:    9686/  10000 (96.86%), best:    9709/10000 (97.09%), error:      1009.81049, best error:       966.95819 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 85.3592453003s, input_fired_time: 1.0984113216, output_fired_time: 0.7005929351, propagate_forward_time: 33.4470939636, propagate_backward_time: 48.1346473694, weight_update_time: 0.0958923697, other_time: 1.9785003662
epoch time: 7.1014785767s, input_fired_time: 0.1121522337, output_fired_time: 0.0000000000, propagate_forward_time: 6.6488156319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405108452
validation[          , genome  6617] predictions:    9689/  10000 (96.89%), best:    9709/10000 (97.09%), error:       982.08936, best error:       966.95819 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 85.4740829468s, input_fired_time: 1.1026908159, output_fired_time: 0.7050396204, propagate_forward_time: 33.5313606262, propagate_backward_time: 48.1710968018, weight_update_time: 0.0854021311, other_time: 1.9638938904
epoch time: 7.2522983551s, input_fired_time: 0.1173239723, output_fired_time: 0.0000000000, propagate_forward_time: 6.7672190666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677554131
validation[          , genome  6617] predictions:    9714/  10000 (97.14%), best:    9709/10000 (97.09%), error:       977.23419, best error:       966.95819 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 85.3965377808s, input_fired_time: 1.0916725397, output_fired_time: 0.7026395202, propagate_forward_time: 33.5065345764, propagate_backward_time: 48.1606407166, weight_update_time: 0.0830655321, other_time: 1.9350509644
epoch time: 7.0833601952s, input_fired_time: 0.1114759445, output_fired_time: 0.0000000000, propagate_forward_time: 6.6337666512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3381175995
validation[          , genome  6617] predictions:    9682/  10000 (96.82%), best:    9709/10000 (97.09%), error:      1023.77441, best error:       966.95819 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 84.8085632324s, input_fired_time: 1.1104043722, output_fired_time: 0.6996200085, propagate_forward_time: 33.1976356506, propagate_backward_time: 47.8262748718, weight_update_time: 0.0859858170, other_time: 1.9746246338
epoch time: 7.1710538864s, input_fired_time: 0.1155928001, output_fired_time: 0.0000000000, propagate_forward_time: 6.7075953484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478655815
validation[          , genome  6617] predictions:    9691/  10000 (96.91%), best:    9709/10000 (97.09%), error:       996.62030, best error:       966.95819 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 85.3178863525s, input_fired_time: 1.0907907486, output_fired_time: 0.7278373837, propagate_forward_time: 33.3340606689, propagate_backward_time: 48.2359390259, weight_update_time: 0.0829661414, other_time: 1.9292602539
epoch time: 7.1901898384s, input_fired_time: 0.1179300770, output_fired_time: 0.0000000000, propagate_forward_time: 6.7199287415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523311615
validation[          , genome  6617] predictions:    9659/  10000 (96.59%), best:    9709/10000 (97.09%), error:      1100.48804, best error:       966.95819 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 85.0061264038s, input_fired_time: 1.0918815136, output_fired_time: 0.6988471746, propagate_forward_time: 33.3135719299, propagate_backward_time: 47.9801177979, weight_update_time: 0.0825082883, other_time: 1.9217109680
epoch time: 7.1647171974s, input_fired_time: 0.1184935048, output_fired_time: 0.0000000000, propagate_forward_time: 6.6916961670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545274734
validation[          , genome  6617] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       911.79614, best error:       911.79614 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 85.0375518799s, input_fired_time: 1.1176205873, output_fired_time: 0.7001283765, propagate_forward_time: 33.3382034302, propagate_backward_time: 47.8992652893, weight_update_time: 0.0855326578, other_time: 1.9823341370
epoch time: 7.0961666107s, input_fired_time: 0.1200022697, output_fired_time: 0.0000000000, propagate_forward_time: 6.6246967316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514676094
validation[          , genome  6617] predictions:    9695/  10000 (96.95%), best:    9726/10000 (97.26%), error:       966.78668, best error:       911.79614 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 85.1331253052s, input_fired_time: 1.1280250549, output_fired_time: 0.7425169349, propagate_forward_time: 33.3608283997, propagate_backward_time: 47.9052200317, weight_update_time: 0.0868193135, other_time: 1.9965324402
epoch time: 7.1181864738s, input_fired_time: 0.1159926057, output_fired_time: 0.0000000000, propagate_forward_time: 6.6586232185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3435707092
validation[          , genome  6617] predictions:    9717/  10000 (97.17%), best:    9726/10000 (97.26%), error:       965.83698, best error:       911.79614 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 85.7043609619s, input_fired_time: 1.1237654686, output_fired_time: 0.7083286643, propagate_forward_time: 33.5597381592, propagate_backward_time: 48.3482818604, weight_update_time: 0.0827601850, other_time: 1.9642486572
epoch time: 7.3621463776s, input_fired_time: 0.1316531301, output_fired_time: 0.0000000000, propagate_forward_time: 6.8485960960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3818969727
validation[          , genome  6617] predictions:    9622/  10000 (96.22%), best:    9726/10000 (97.26%), error:      1252.79688, best error:       911.79614 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 85.4803619385s, input_fired_time: 1.1233980656, output_fired_time: 0.7024591565, propagate_forward_time: 33.4117240906, propagate_backward_time: 48.2798194885, weight_update_time: 0.0842701867, other_time: 1.9629592896
epoch time: 7.3046998978s, input_fired_time: 0.1146495789, output_fired_time: 0.0000000000, propagate_forward_time: 6.8346405029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554096222
validation[          , genome  6617] predictions:    9703/  10000 (97.03%), best:    9726/10000 (97.26%), error:       947.83826, best error:       911.79614 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 85.5898284912s, input_fired_time: 1.1094164848, output_fired_time: 0.7007157207, propagate_forward_time: 33.4453125000, propagate_backward_time: 48.3421287537, weight_update_time: 0.0840353146, other_time: 1.9922599792
epoch time: 7.1187238693s, input_fired_time: 0.1137743592, output_fired_time: 0.0000000000, propagate_forward_time: 6.6642956734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406538963
validation[          , genome  6617] predictions:    9688/  10000 (96.88%), best:    9726/10000 (97.26%), error:      1025.17114, best error:       911.79614 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 85.1471023560s, input_fired_time: 1.0964163542, output_fired_time: 0.7036189437, propagate_forward_time: 33.3405952454, propagate_backward_time: 48.0649681091, weight_update_time: 0.0830002129, other_time: 1.9415054321
epoch time: 7.2901735306s, input_fired_time: 0.1174874157, output_fired_time: 0.0000000000, propagate_forward_time: 6.8277883530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448977470
validation[          , genome  6617] predictions:    9673/  10000 (96.73%), best:    9726/10000 (97.26%), error:      1075.34949, best error:       911.79614 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 85.4138793945s, input_fired_time: 1.1149386168, output_fired_time: 0.7020479441, propagate_forward_time: 33.4209175110, propagate_backward_time: 48.2026977539, weight_update_time: 0.0836353227, other_time: 1.9732780457
epoch time: 7.1528344154s, input_fired_time: 0.1159726232, output_fired_time: 0.0000000000, propagate_forward_time: 6.6926817894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441801071
validation[          , genome  6617] predictions:    9708/  10000 (97.08%), best:    9726/10000 (97.26%), error:       961.47858, best error:       911.79614 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 85.2871932983s, input_fired_time: 1.1060140133, output_fired_time: 0.7008616924, propagate_forward_time: 33.3686218262, propagate_backward_time: 48.1368293762, weight_update_time: 0.0846567079, other_time: 1.9748725891
epoch time: 7.2862095833s, input_fired_time: 0.1183448657, output_fired_time: 0.0000000000, propagate_forward_time: 6.7975115776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703532219
validation[          , genome  6617] predictions:    9704/  10000 (97.04%), best:    9726/10000 (97.26%), error:       963.30524, best error:       911.79614 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 85.8248672485s, input_fired_time: 1.1164767742, output_fired_time: 0.7165033221, propagate_forward_time: 33.5422897339, propagate_backward_time: 48.4248123169, weight_update_time: 0.0858443379, other_time: 2.0247802734
epoch time: 7.1183915138s, input_fired_time: 0.1210271269, output_fired_time: 0.0000000000, propagate_forward_time: 6.6438479424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535165787
validation[          , genome  6617] predictions:    9718/  10000 (97.18%), best:    9726/10000 (97.26%), error:       917.02911, best error:       911.79614 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 85.1048126221s, input_fired_time: 1.1337190866, output_fired_time: 0.7076613903, propagate_forward_time: 33.2479782104, propagate_backward_time: 47.9937515259, weight_update_time: 0.0874275789, other_time: 2.0216979980
epoch time: 7.0939946175s, input_fired_time: 0.1190786809, output_fired_time: 0.0000000000, propagate_forward_time: 6.6179609299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569550514
validation[          , genome  6617] predictions:    9660/  10000 (96.60%), best:    9726/10000 (97.26%), error:      1131.23865, best error:       911.79614 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 85.9927902222s, input_fired_time: 1.1133509874, output_fired_time: 0.7479426861, propagate_forward_time: 33.6025924683, propagate_backward_time: 48.5246353149, weight_update_time: 0.0856811479, other_time: 2.0042724609
epoch time: 7.3716564178s, input_fired_time: 0.1194676980, output_fired_time: 0.0000000000, propagate_forward_time: 6.8688006401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833880424
validation[          , genome  6617] predictions:    9687/  10000 (96.87%), best:    9726/10000 (97.26%), error:      1055.92249, best error:       911.79614 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 85.6683578491s, input_fired_time: 1.1100577116, output_fired_time: 0.7134851217, propagate_forward_time: 33.4657592773, propagate_backward_time: 48.3760604858, weight_update_time: 0.0848028064, other_time: 2.0029983521
epoch time: 7.1140418053s, input_fired_time: 0.1217226610, output_fired_time: 0.0000000000, propagate_forward_time: 6.6426849365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496341705
validation[          , genome  6617] predictions:    9703/  10000 (97.03%), best:    9726/10000 (97.26%), error:       976.94012, best error:       911.79614 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 85.7774810791s, input_fired_time: 1.1218892336, output_fired_time: 0.7172126770, propagate_forward_time: 33.5691184998, propagate_backward_time: 48.3859710693, weight_update_time: 0.0859847292, other_time: 1.9832954407
epoch time: 7.1021885872s, input_fired_time: 0.1206960008, output_fired_time: 0.0000000000, propagate_forward_time: 6.6310257912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504667282
validation[          , genome  6617] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       886.59479, best error:       886.59479 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 85.2389373779s, input_fired_time: 1.1317743063, output_fired_time: 0.7044830322, propagate_forward_time: 33.3864746094, propagate_backward_time: 48.0152626038, weight_update_time: 0.0867960155, other_time: 2.0009422302
epoch time: 7.2951951027s, input_fired_time: 0.1171938404, output_fired_time: 0.0000000000, propagate_forward_time: 6.8096013069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684000969
validation[          , genome  6617] predictions:    9740/  10000 (97.40%), best:    9731/10000 (97.31%), error:       926.24982, best error:       886.59479 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 85.8745346069s, input_fired_time: 1.1026551723, output_fired_time: 0.7109715939, propagate_forward_time: 33.6108360291, propagate_backward_time: 48.4872627258, weight_update_time: 0.0823891014, other_time: 1.9628143311
epoch time: 7.3966784477s, input_fired_time: 0.1185483783, output_fired_time: 0.0000000000, propagate_forward_time: 6.8801245689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3980054855
validation[          , genome  6617] predictions:    9719/  10000 (97.19%), best:    9731/10000 (97.31%), error:       944.29614, best error:       886.59479 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 86.4510879517s, input_fired_time: 1.1134738922, output_fired_time: 0.7075078487, propagate_forward_time: 33.8578338623, propagate_backward_time: 48.7623138428, weight_update_time: 0.0840165913, other_time: 2.0099639893
epoch time: 7.0884819031s, input_fired_time: 0.1281248778, output_fired_time: 0.0000000000, propagate_forward_time: 6.6116290092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487281799
validation[          , genome  6617] predictions:    9693/  10000 (96.93%), best:    9731/10000 (97.31%), error:       976.45056, best error:       886.59479 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 85.3035125732s, input_fired_time: 1.1318904161, output_fired_time: 0.7021303177, propagate_forward_time: 33.3475036621, propagate_backward_time: 48.1251487732, weight_update_time: 0.0859624222, other_time: 1.9968376160
epoch time: 7.0992159843s, input_fired_time: 0.1203393117, output_fired_time: 0.0000000000, propagate_forward_time: 6.6245241165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543524742
validation[          , genome  6617] predictions:    9691/  10000 (96.91%), best:    9731/10000 (97.31%), error:       971.48846, best error:       886.59479 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 85.9850616455s, input_fired_time: 1.1090736389, output_fired_time: 0.7031112313, propagate_forward_time: 33.6215591431, propagate_backward_time: 48.5582122803, weight_update_time: 0.0828601941, other_time: 1.9931106567
epoch time: 7.2118673325s, input_fired_time: 0.1178470924, output_fired_time: 0.0000000000, propagate_forward_time: 6.7293553352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646650314
validation[          , genome  6617] predictions:    9703/  10000 (97.03%), best:    9731/10000 (97.31%), error:       994.67810, best error:       886.59479 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 85.5661392212s, input_fired_time: 1.1168700457, output_fired_time: 0.7013421059, propagate_forward_time: 33.5253257751, propagate_backward_time: 48.2554244995, weight_update_time: 0.0843778923, other_time: 1.9671821594
epoch time: 7.5077142715s, input_fired_time: 0.1199253574, output_fired_time: 0.0000000000, propagate_forward_time: 6.9575505257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302382469
validation[          , genome  6617] predictions:    9739/  10000 (97.39%), best:    9731/10000 (97.31%), error:       913.34753, best error:       886.59479 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 86.0958709717s, input_fired_time: 1.1184896231, output_fired_time: 0.7071071267, propagate_forward_time: 33.6270027161, propagate_backward_time: 48.6119918823, weight_update_time: 0.0843821838, other_time: 2.0312767029
epoch time: 7.1371879578s, input_fired_time: 0.1208106726, output_fired_time: 0.0000000000, propagate_forward_time: 6.6615152359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548622131
validation[          , genome  6617] predictions:    9715/  10000 (97.15%), best:    9731/10000 (97.31%), error:       953.13342, best error:       886.59479 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 84.9454116821s, input_fired_time: 1.1438428164, output_fired_time: 0.7026482821, propagate_forward_time: 33.2493019104, propagate_backward_time: 47.8431854248, weight_update_time: 0.0874779597, other_time: 2.0064277649
epoch time: 7.1198115349s, input_fired_time: 0.1215646565, output_fired_time: 0.0000000000, propagate_forward_time: 6.6437826157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544640541
validation[          , genome  6617] predictions:    9729/  10000 (97.29%), best:    9731/10000 (97.31%), error:       941.54181, best error:       886.59479 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 86.1565856934s, input_fired_time: 1.1331679821, output_fired_time: 0.7086237669, propagate_forward_time: 33.6069641113, propagate_backward_time: 48.6678314209, weight_update_time: 0.0860671625, other_time: 2.0399932861
epoch time: 7.0925140381s, input_fired_time: 0.1197672337, output_fired_time: 0.0000000000, propagate_forward_time: 6.6226711273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3500757217
validation[          , genome  6617] predictions:    9729/  10000 (97.29%), best:    9731/10000 (97.31%), error:       887.60132, best error:       886.59479 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 85.8888931274s, input_fired_time: 1.1319642067, output_fired_time: 0.7043227553, propagate_forward_time: 33.5271301270, propagate_backward_time: 48.5228729248, weight_update_time: 0.0854180232, other_time: 2.0026016235
epoch time: 7.4824795723s, input_fired_time: 0.1224847138, output_fired_time: 0.0000000000, propagate_forward_time: 6.9611692429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3988256454
validation[          , genome  6617] predictions:    9721/  10000 (97.21%), best:    9731/10000 (97.31%), error:       943.48389, best error:       886.59479 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 86.6928787231s, input_fired_time: 1.1319797039, output_fired_time: 0.7444830537, propagate_forward_time: 33.9243202209, propagate_backward_time: 48.8534011841, weight_update_time: 0.0850869864, other_time: 2.0386924744
epoch time: 7.0979003906s, input_fired_time: 0.1211912408, output_fired_time: 0.0000000000, propagate_forward_time: 6.6267743111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499350548
validation[          , genome  6617] predictions:    9734/  10000 (97.34%), best:    9731/10000 (97.31%), error:       901.02557, best error:       886.59479 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 86.0451431274s, input_fired_time: 1.1617736816, output_fired_time: 0.7141852379, propagate_forward_time: 33.6068725586, propagate_backward_time: 48.5126075745, weight_update_time: 0.0866412669, other_time: 2.0497016907
epoch time: 7.1917610168s, input_fired_time: 0.1172545180, output_fired_time: 0.0000000000, propagate_forward_time: 6.7229518890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515543938
validation[          , genome  6617] predictions:    9708/  10000 (97.08%), best:    9731/10000 (97.31%), error:       954.71613, best error:       886.59479 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 85.6323699951s, input_fired_time: 1.1134202480, output_fired_time: 0.7054702044, propagate_forward_time: 33.5651855469, propagate_backward_time: 48.2528915405, weight_update_time: 0.0837042853, other_time: 1.9954071045
epoch time: 7.2889614105s, input_fired_time: 0.1199865788, output_fired_time: 0.0000000000, propagate_forward_time: 6.7961201668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728547096
validation[          , genome  6617] predictions:    9671/  10000 (96.71%), best:    9731/10000 (97.31%), error:      1041.32507, best error:       886.59479 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 85.4356231689s, input_fired_time: 1.1138542891, output_fired_time: 0.7016475797, propagate_forward_time: 33.5434455872, propagate_backward_time: 48.0959815979, weight_update_time: 0.0844233856, other_time: 1.9806976318
epoch time: 7.1089205742s, input_fired_time: 0.1144711003, output_fired_time: 0.0000000000, propagate_forward_time: 6.6575880051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3368616104
validation[          , genome  6617] predictions:    9725/  10000 (97.25%), best:    9731/10000 (97.31%), error:       888.82434, best error:       886.59479 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 84.9199905396s, input_fired_time: 1.1115623713, output_fired_time: 0.6990351081, propagate_forward_time: 33.2586250305, propagate_backward_time: 47.8812141418, weight_update_time: 0.0843014643, other_time: 1.9695510864
epoch time: 7.0781626701s, input_fired_time: 0.1133836210, output_fired_time: 0.0000000000, propagate_forward_time: 6.6293063164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354725838
validation[          , genome  6617] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       881.29266, best error:       881.29266 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 84.9530487061s, input_fired_time: 1.1221635342, output_fired_time: 0.7088016868, propagate_forward_time: 33.2402648926, propagate_backward_time: 47.9137840271, weight_update_time: 0.0849560797, other_time: 1.9680366516
epoch time: 7.1340847015s, input_fired_time: 0.1239367202, output_fired_time: 0.0000000000, propagate_forward_time: 6.6514582634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3586897850
validation[          , genome  6617] predictions:    9705/  10000 (97.05%), best:    9738/10000 (97.38%), error:       961.47308, best error:       881.29266 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 85.2543640137s, input_fired_time: 1.1095424891, output_fired_time: 0.7322746515, propagate_forward_time: 33.3859748840, propagate_backward_time: 48.0653800964, weight_update_time: 0.0842622668, other_time: 1.9611892700
epoch time: 7.1045966148s, input_fired_time: 0.1218453646, output_fired_time: 0.0000000000, propagate_forward_time: 6.6470866203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356647491
validation[          , genome  6617] predictions:    9715/  10000 (97.15%), best:    9738/10000 (97.38%), error:       953.90149, best error:       881.29266 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 84.4814682007s, input_fired_time: 1.0785439014, output_fired_time: 0.6924105883, propagate_forward_time: 33.1271438599, propagate_backward_time: 47.7105827332, weight_update_time: 0.0814593434, other_time: 1.8727836609
epoch time: 7.0618433952s, input_fired_time: 0.1136339605, output_fired_time: 0.0000000000, propagate_forward_time: 6.6144709587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3337383270
validation[          , genome  6617] predictions:    9693/  10000 (96.93%), best:    9738/10000 (97.38%), error:      1013.39325, best error:       881.29266 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 85.3125762939s, input_fired_time: 1.1143565178, output_fired_time: 0.7011680007, propagate_forward_time: 33.3324050903, propagate_backward_time: 48.1993255615, weight_update_time: 0.0848760903, other_time: 1.9653244019
epoch time: 7.0952830315s, input_fired_time: 0.1220223755, output_fired_time: 0.0000000000, propagate_forward_time: 6.6223607063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509001732
validation[          , genome  6617] predictions:    9713/  10000 (97.13%), best:    9738/10000 (97.38%), error:       979.54077, best error:       881.29266 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 85.0107116699s, input_fired_time: 1.1388107538, output_fired_time: 0.7038283348, propagate_forward_time: 33.2667160034, propagate_backward_time: 47.8936576843, weight_update_time: 0.0871068016, other_time: 2.0077018738
epoch time: 7.2101464272s, input_fired_time: 0.1226731911, output_fired_time: 0.0000000000, propagate_forward_time: 6.7352099419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522634506
validation[          , genome  6617] predictions:    9714/  10000 (97.14%), best:    9738/10000 (97.38%), error:       923.82129, best error:       881.29266 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 84.9911422729s, input_fired_time: 1.1375221014, output_fired_time: 0.7104569674, propagate_forward_time: 33.2679939270, propagate_backward_time: 47.8778038025, weight_update_time: 0.0871752873, other_time: 1.9973678589
epoch time: 7.0928993225s, input_fired_time: 0.1217705905, output_fired_time: 0.0000000000, propagate_forward_time: 6.6213660240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3497629166
validation[          , genome  6617] predictions:    9739/  10000 (97.39%), best:    9738/10000 (97.38%), error:       887.41864, best error:       881.29266 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 85.2461929321s, input_fired_time: 1.1389871836, output_fired_time: 0.7067326307, propagate_forward_time: 33.3759117126, propagate_backward_time: 48.0292892456, weight_update_time: 0.0862466991, other_time: 1.9952735901
epoch time: 7.0909857750s, input_fired_time: 0.1222204044, output_fired_time: 0.0000000000, propagate_forward_time: 6.6190733910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496918678
validation[          , genome  6617] predictions:    9701/  10000 (97.01%), best:    9738/10000 (97.38%), error:       948.18463, best error:       881.29266 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 85.2579956055s, input_fired_time: 1.1021701097, output_fired_time: 0.6991764903, propagate_forward_time: 33.3800697327, propagate_backward_time: 48.1482276917, weight_update_time: 0.0821082890, other_time: 1.9283523560
epoch time: 7.0778274536s, input_fired_time: 0.1216752529, output_fired_time: 0.0000000000, propagate_forward_time: 6.6089463234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3472056389
validation[          , genome  6617] predictions:    9690/  10000 (96.90%), best:    9738/10000 (97.38%), error:      1013.16449, best error:       881.29266 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 85.0844421387s, input_fired_time: 1.1530354023, output_fired_time: 0.7020061612, propagate_forward_time: 33.3372001648, propagate_backward_time: 47.9109687805, weight_update_time: 0.0862037763, other_time: 1.9812316895
epoch time: 7.1173219681s, input_fired_time: 0.1229554564, output_fired_time: 0.0000000000, propagate_forward_time: 6.6426315308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517351151
validation[          , genome  6617] predictions:    9712/  10000 (97.12%), best:    9738/10000 (97.38%), error:       955.05585, best error:       881.29266 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 85.1816024780s, input_fired_time: 1.1416018009, output_fired_time: 0.7078554034, propagate_forward_time: 33.3006858826, propagate_backward_time: 48.0617065430, weight_update_time: 0.0848587230, other_time: 1.9697532654
epoch time: 7.1079654694s, input_fired_time: 0.1217755228, output_fired_time: 0.0000000000, propagate_forward_time: 6.6336369514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525528908
validation[          , genome  6617] predictions:    9715/  10000 (97.15%), best:    9738/10000 (97.38%), error:       946.84027, best error:       881.29266 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 85.0695343018s, input_fired_time: 1.1141037941, output_fired_time: 0.6993502378, propagate_forward_time: 33.3354721069, propagate_backward_time: 47.9585800171, weight_update_time: 0.0837880373, other_time: 1.9620285034
epoch time: 7.1218037605s, input_fired_time: 0.1145635471, output_fired_time: 0.0000000000, propagate_forward_time: 6.6658673286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3413729668
validation[          , genome  6617] predictions:    9622/  10000 (96.22%), best:    9738/10000 (97.38%), error:      1205.40771, best error:       881.29266 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 85.2280807495s, input_fired_time: 1.1157892942, output_fired_time: 0.6969264746, propagate_forward_time: 33.4034805298, propagate_backward_time: 48.0541191101, weight_update_time: 0.0834297910, other_time: 1.9577598572
epoch time: 7.1680493355s, input_fired_time: 0.1177577898, output_fired_time: 0.0000000000, propagate_forward_time: 6.7130055428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3372859955
validation[          , genome  6617] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       873.33142, best error:       873.33142 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 84.7937774658s, input_fired_time: 1.0991674662, output_fired_time: 0.6959511638, propagate_forward_time: 33.2141685486, propagate_backward_time: 47.8657760620, weight_update_time: 0.0822931975, other_time: 1.9187126160
epoch time: 7.1666941643s, input_fired_time: 0.1229827702, output_fired_time: 0.0000000000, propagate_forward_time: 6.6915283203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521828651
validation[          , genome  6617] predictions:    9726/  10000 (97.26%), best:    9734/10000 (97.34%), error:       954.51422, best error:       873.33142 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 85.0623703003s, input_fired_time: 1.0950720310, output_fired_time: 0.6970202327, propagate_forward_time: 33.2950248718, propagate_backward_time: 48.0603828430, weight_update_time: 0.0817508623, other_time: 1.9148712158
epoch time: 7.1020665169s, input_fired_time: 0.1166786104, output_fired_time: 0.0000000000, propagate_forward_time: 6.6477093697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3376784325
validation[          , genome  6617] predictions:    9703/  10000 (97.03%), best:    9734/10000 (97.34%), error:       996.01807, best error:       873.33142 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 85.0392761230s, input_fired_time: 1.1084470749, output_fired_time: 0.6952181458, propagate_forward_time: 33.3206214905, propagate_backward_time: 48.0084037781, weight_update_time: 0.0819199905, other_time: 1.9065856934
epoch time: 7.1742353439s, input_fired_time: 0.1198476851, output_fired_time: 0.0000000000, propagate_forward_time: 6.7004265785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539609909
validation[          , genome  6617] predictions:    9723/  10000 (97.23%), best:    9734/10000 (97.34%), error:       930.93787, best error:       873.33142 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 85.3630447388s, input_fired_time: 1.1247888803, output_fired_time: 0.6987684369, propagate_forward_time: 33.4659194946, propagate_backward_time: 48.0999946594, weight_update_time: 0.0850129724, other_time: 1.9735755920
epoch time: 7.1116576195s, input_fired_time: 0.1157297119, output_fired_time: 0.0000000000, propagate_forward_time: 6.6600928307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3358349800
validation[          , genome  6617] predictions:    9704/  10000 (97.04%), best:    9734/10000 (97.34%), error:       953.56732, best error:       873.33142 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 85.1793823242s, input_fired_time: 1.1128600836, output_fired_time: 0.6969659328, propagate_forward_time: 33.3827247620, propagate_backward_time: 48.0173225403, weight_update_time: 0.0828322992, other_time: 1.9695053101
epoch time: 7.3154115677s, input_fired_time: 0.1238789558, output_fired_time: 0.0000000000, propagate_forward_time: 6.7961287498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3954038620
validation[          , genome  6617] predictions:    9715/  10000 (97.15%), best:    9734/10000 (97.34%), error:       957.16736, best error:       873.33142 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 85.2453460693s, input_fired_time: 1.1410846710, output_fired_time: 0.7005519271, propagate_forward_time: 33.3163337708, propagate_backward_time: 48.0941200256, weight_update_time: 0.0847905800, other_time: 1.9932556152
epoch time: 7.1231212616s, input_fired_time: 0.1236985773, output_fired_time: 0.0000000000, propagate_forward_time: 6.6469755173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524470329
validation[          , genome  6617] predictions:    9718/  10000 (97.18%), best:    9734/10000 (97.34%), error:       973.39349, best error:       873.33142 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 86.4340362549s, input_fired_time: 1.1274071932, output_fired_time: 0.7054522038, propagate_forward_time: 33.8915519714, propagate_backward_time: 48.6867752075, weight_update_time: 0.0869205967, other_time: 2.0228462219
epoch time: 7.4209895134s, input_fired_time: 0.1245166361, output_fired_time: 0.0000000000, propagate_forward_time: 6.9293856621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670873642
validation[          , genome  6617] predictions:    9667/  10000 (96.67%), best:    9734/10000 (97.34%), error:      1121.46460, best error:       873.33142 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 87.3831329346s, input_fired_time: 1.1437128782, output_fired_time: 0.7253439426, propagate_forward_time: 34.1353378296, propagate_backward_time: 49.3550949097, weight_update_time: 0.0861306041, other_time: 2.0236434937
epoch time: 7.0823073387s, input_fired_time: 0.1214142516, output_fired_time: 0.0000000000, propagate_forward_time: 6.6134138107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474793434
validation[          , genome  6617] predictions:    9719/  10000 (97.19%), best:    9734/10000 (97.34%), error:       959.21991, best error:       873.33142 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 86.7170181274s, input_fired_time: 1.1248105764, output_fired_time: 0.7103310227, propagate_forward_time: 33.9338836670, propagate_backward_time: 48.9675445557, weight_update_time: 0.0837751403, other_time: 1.9804458618
epoch time: 7.1127543449s, input_fired_time: 0.1177190542, output_fired_time: 0.0000000000, propagate_forward_time: 6.6567921638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3382430077
validation[          , genome  6617] predictions:    9712/  10000 (97.12%), best:    9734/10000 (97.34%), error:       976.70807, best error:       873.33142 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 85.2321777344s, input_fired_time: 1.1256703138, output_fired_time: 0.7064685822, propagate_forward_time: 33.4285926819, propagate_backward_time: 48.0331802368, weight_update_time: 0.0842102692, other_time: 1.9382667542
epoch time: 7.1022510529s, input_fired_time: 0.1218282506, output_fired_time: 0.0000000000, propagate_forward_time: 6.6318812370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3485417366
validation[          , genome  6617] predictions:    9694/  10000 (96.94%), best:    9734/10000 (97.34%), error:      1012.19672, best error:       873.33142 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 85.5816421509s, input_fired_time: 1.1313676834, output_fired_time: 0.7023719549, propagate_forward_time: 33.4829597473, propagate_backward_time: 48.2995986938, weight_update_time: 0.0850761533, other_time: 1.9653434753
epoch time: 7.0927171707s, input_fired_time: 0.1175592393, output_fired_time: 0.0000000000, propagate_forward_time: 6.6387562752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364014626
validation[          , genome  6617] predictions:    9729/  10000 (97.29%), best:    9734/10000 (97.34%), error:       930.43085, best error:       873.33142 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 84.9257583618s, input_fired_time: 1.1541029215, output_fired_time: 0.7006307840, propagate_forward_time: 33.2692756653, propagate_backward_time: 47.8281669617, weight_update_time: 0.0860116035, other_time: 1.9735794067
epoch time: 7.0859727859s, input_fired_time: 0.1221660003, output_fired_time: 0.0000000000, propagate_forward_time: 6.6152000427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3486065865
validation[          , genome  6617] predictions:    9723/  10000 (97.23%), best:    9734/10000 (97.34%), error:       967.81268, best error:       873.33142 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 84.8748168945s, input_fired_time: 1.1137406826, output_fired_time: 0.6960777640, propagate_forward_time: 33.2204856873, propagate_backward_time: 47.9087295532, weight_update_time: 0.0832543224, other_time: 1.9357872009
epoch time: 7.1544895172s, input_fired_time: 0.1234870479, output_fired_time: 0.0000000000, propagate_forward_time: 6.6788368225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521656990
validation[          , genome  6617] predictions:    9732/  10000 (97.32%), best:    9734/10000 (97.34%), error:       936.18646, best error:       873.33142 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 85.2155532837s, input_fired_time: 1.1280443668, output_fired_time: 0.6979562044, propagate_forward_time: 33.3252449036, propagate_backward_time: 48.1105575562, weight_update_time: 0.0842808336, other_time: 1.9537467957
epoch time: 7.0978956223s, input_fired_time: 0.1231141314, output_fired_time: 0.0000000000, propagate_forward_time: 6.6218905449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528909683
validation[          , genome  6617] predictions:    9702/  10000 (97.02%), best:    9734/10000 (97.34%), error:       989.14795, best error:       873.33142 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 85.1622543335s, input_fired_time: 1.1615188122, output_fired_time: 0.6997684836, propagate_forward_time: 33.3305740356, propagate_backward_time: 48.0050773621, weight_update_time: 0.0850727111, other_time: 1.9653129578
epoch time: 7.1062130928s, input_fired_time: 0.1302130669, output_fired_time: 0.0000000000, propagate_forward_time: 6.6288976669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471021652
validation[          , genome  6617] predictions:    9687/  10000 (96.87%), best:    9734/10000 (97.34%), error:      1013.20197, best error:       873.33142 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 84.9448623657s, input_fired_time: 1.1231420040, output_fired_time: 0.6988785267, propagate_forward_time: 33.2723197937, propagate_backward_time: 47.8912162781, weight_update_time: 0.0841474757, other_time: 1.9593124390
epoch time: 7.0918912888s, input_fired_time: 0.1224768981, output_fired_time: 0.0000000000, propagate_forward_time: 6.6230521202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463621140
validation[          , genome  6617] predictions:    9737/  10000 (97.37%), best:    9734/10000 (97.34%), error:       900.25000, best error:       873.33142 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 85.3958053589s, input_fired_time: 1.1414774656, output_fired_time: 0.7093287706, propagate_forward_time: 33.4807128906, propagate_backward_time: 48.1295204163, weight_update_time: 0.0834641159, other_time: 1.9347648621
epoch time: 7.0954432487s, input_fired_time: 0.1184897125, output_fired_time: 0.0000000000, propagate_forward_time: 6.6403956413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365578651
validation[          , genome  6617] predictions:    9722/  10000 (97.22%), best:    9734/10000 (97.34%), error:       960.00635, best error:       873.33142 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 85.0650100708s, input_fired_time: 1.1187837124, output_fired_time: 0.6963734627, propagate_forward_time: 33.3606300354, propagate_backward_time: 47.9638404846, weight_update_time: 0.0833790302, other_time: 1.9253845215
epoch time: 7.1281037331s, input_fired_time: 0.1237144694, output_fired_time: 0.0000000000, propagate_forward_time: 6.6460404396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583488464
validation[          , genome  6617] predictions:    9715/  10000 (97.15%), best:    9734/10000 (97.34%), error:       973.97711, best error:       873.33142 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 85.0945129395s, input_fired_time: 1.1419512033, output_fired_time: 0.6968079805, propagate_forward_time: 33.2968444824, propagate_backward_time: 48.0210075378, weight_update_time: 0.0825499296, other_time: 1.9379005432
epoch time: 7.1057057381s, input_fired_time: 0.1176772341, output_fired_time: 0.0000000000, propagate_forward_time: 6.6496491432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383793831
validation[          , genome  6617] predictions:    9651/  10000 (96.51%), best:    9734/10000 (97.34%), error:      1158.63611, best error:       873.33142 on epoch:    81, 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: 35.5532455444s, input_fired_time: 0.5973817110, output_fired_time: 0.0000000000, propagate_forward_time: 33.2093544006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7465095520
best training[          , genome  6617] predictions:   49520/  50000 (99.04%), best:    9734/10000 (97.34%), error:      1867.47302, best error:       873.33142 on epoch:    81, 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: 7.2195792198s, input_fired_time: 0.1400681585, output_fired_time: 0.0000000000, propagate_forward_time: 6.7249727249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545384407
   testing[          , genome  6617] predictions:    9743/  10000 (97.43%), best:    9734/10000 (97.34%), error:       849.08636, best error:       873.33142 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:19:35 (16406): called boinc_finish(0)

</stderr_txt>
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