Nameexact_genome_1512568488_44_5543_1
Workunit2599071
Created7 Dec 2017, 15:20:59 UTC
Sent7 Dec 2017, 15:25:46 UTC
Report deadline14 Dec 2017, 21:09:38 UTC
Received8 Dec 2017, 6:41:37 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57657
Run time4 hours 34 min 44 sec
CPU time3 hours 40 min 3 sec
Validate stateValid
Credit1,809.70
Device peak FLOPS2.65 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.60 MB
Peak swap size158.33 MB
Peak disk usage1.82 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ome  5543] predictions:    9674/  10000 (96.74%), best:    9708/10000 (97.08%), error:      1162.75110, best error:       951.90308 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 175.3766479492s, input_fired_time: 2.1539559364, output_fired_time: 2.1158826351, propagate_forward_time: 66.7752456665, propagate_backward_time: 100.1951217651, weight_update_time: 0.1603378654, other_time: 4.1364440918
epoch time: 14.0973033905s, input_fired_time: 0.4475652874, output_fired_time: 0.0000000000, propagate_forward_time: 12.7729129791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8768253326
validation[          , genome  5543] predictions:    9673/  10000 (96.73%), best:    9708/10000 (97.08%), error:      1064.10315, best error:       951.90308 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 174.7691497803s, input_fired_time: 2.1441531181, output_fired_time: 1.8620104790, propagate_forward_time: 66.5717849731, propagate_backward_time: 100.0824508667, weight_update_time: 0.1593284160, other_time: 4.1087493896
epoch time: 14.3192005157s, input_fired_time: 0.2008310109, output_fired_time: 0.0000000000, propagate_forward_time: 13.2439308167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8744382858
validation[          , genome  5543] predictions:    9637/  10000 (96.37%), best:    9708/10000 (97.08%), error:      1175.23633, best error:       951.90308 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 175.1371002197s, input_fired_time: 3.1329069138, output_fired_time: 1.8666939735, propagate_forward_time: 66.0195083618, propagate_backward_time: 100.2470245361, weight_update_time: 0.1596991718, other_time: 3.8709640503
epoch time: 14.5249500275s, input_fired_time: 0.2039899379, output_fired_time: 0.0000000000, propagate_forward_time: 13.6793088913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6416511536
validation[          , genome  5543] predictions:    9677/  10000 (96.77%), best:    9708/10000 (97.08%), error:      1055.57007, best error:       951.90308 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 174.7697296143s, input_fired_time: 1.8834767342, output_fired_time: 1.8633882999, propagate_forward_time: 68.3302764893, propagate_backward_time: 97.8326416016, weight_update_time: 0.1592976749, other_time: 4.8599395752
epoch time: 14.1023778915s, input_fired_time: 0.1984915882, output_fired_time: 0.0000000000, propagate_forward_time: 12.7898101807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1140756607
validation[          , genome  5543] predictions:    9682/  10000 (96.82%), best:    9708/10000 (97.08%), error:      1041.50342, best error:       951.90308 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 174.7541198730s, input_fired_time: 1.8862044811, output_fired_time: 2.6172239780, propagate_forward_time: 65.8548278809, propagate_backward_time: 100.0135040283, weight_update_time: 0.4089787304, other_time: 4.3823699951
epoch time: 14.5706996918s, input_fired_time: 0.2032954544, output_fired_time: 0.0000000000, propagate_forward_time: 13.7389755249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6284284592
validation[          , genome  5543] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       875.85437, best error:       875.85437 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 175.1043243408s, input_fired_time: 2.1472835541, output_fired_time: 1.6110134125, propagate_forward_time: 65.9904174805, propagate_backward_time: 100.4955291748, weight_update_time: 0.1590672582, other_time: 4.8600921631
epoch time: 13.8183021545s, input_fired_time: 0.4448263645, output_fired_time: 0.0000000000, propagate_forward_time: 12.7632770538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6101989746
validation[          , genome  5543] predictions:    9632/  10000 (96.32%), best:    9728/10000 (97.28%), error:      1166.08447, best error:       875.85437 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 173.2516632080s, input_fired_time: 2.3818817139, output_fired_time: 1.6083767414, propagate_forward_time: 64.5719909668, propagate_backward_time: 100.3421936035, weight_update_time: 0.1592028141, other_time: 4.3472137451
epoch time: 14.2376461029s, input_fired_time: 0.4530294538, output_fired_time: 0.0000000000, propagate_forward_time: 12.6607446671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1238718033
validation[          , genome  5543] predictions:    9678/  10000 (96.78%), best:    9728/10000 (97.28%), error:      1030.55688, best error:       875.85437 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 175.4085998535s, input_fired_time: 2.1510798931, output_fired_time: 1.8627254963, propagate_forward_time: 67.3970947266, propagate_backward_time: 99.1205291748, weight_update_time: 0.1587695926, other_time: 4.8771667480
epoch time: 14.2387723923s, input_fired_time: 0.4871734083, output_fired_time: 0.0000000000, propagate_forward_time: 12.8796234131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8719758987
validation[          , genome  5543] predictions:    9719/  10000 (97.19%), best:    9728/10000 (97.28%), error:       936.28680, best error:       875.85437 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 174.3900299072s, input_fired_time: 2.3992538452, output_fired_time: 2.1191349030, propagate_forward_time: 66.0961761475, propagate_backward_time: 98.4072113037, weight_update_time: 0.1583717018, other_time: 5.3682556152
epoch time: 14.2111253738s, input_fired_time: 0.4520417452, output_fired_time: 0.0000000000, propagate_forward_time: 13.1435861588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6154975891
validation[          , genome  5543] predictions:    9718/  10000 (97.18%), best:    9728/10000 (97.28%), error:       888.41565, best error:       875.85437 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 174.8892974854s, input_fired_time: 2.1479496956, output_fired_time: 2.1051206589, propagate_forward_time: 65.9949645996, propagate_backward_time: 100.7918243408, weight_update_time: 0.1583081931, other_time: 3.8494415283
epoch time: 14.5272159576s, input_fired_time: 0.2060912848, output_fired_time: 0.0000000000, propagate_forward_time: 13.6948184967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6263065338
validation[          , genome  5543] predictions:    9691/  10000 (96.91%), best:    9728/10000 (97.28%), error:      1018.13745, best error:       875.85437 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 175.0139160156s, input_fired_time: 2.6441326141, output_fired_time: 3.6195213795, propagate_forward_time: 65.7459030151, propagate_backward_time: 98.8855895996, weight_update_time: 0.4091182053, other_time: 4.1187667847
epoch time: 14.2390174866s, input_fired_time: 0.2147199214, output_fired_time: 0.0000000000, propagate_forward_time: 12.6522769928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3720207214
validation[          , genome  5543] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       866.45636, best error:       866.45636 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 175.5407867432s, input_fired_time: 2.1599597931, output_fired_time: 1.8811326027, propagate_forward_time: 66.7609024048, propagate_backward_time: 100.6041107178, weight_update_time: 0.1597448587, other_time: 4.1346817017
epoch time: 14.5541877747s, input_fired_time: 0.4525362849, output_fired_time: 0.0000000000, propagate_forward_time: 13.4718179703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6298332214
validation[          , genome  5543] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       863.19092, best error:       863.19092 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 174.3004302979s, input_fired_time: 2.1531159878, output_fired_time: 1.8596613407, propagate_forward_time: 65.1906356812, propagate_backward_time: 101.2453994751, weight_update_time: 0.1578917950, other_time: 3.8516082764
epoch time: 14.3091182709s, input_fired_time: 0.2052124143, output_fired_time: 0.0000000000, propagate_forward_time: 13.2272481918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8766574860
validation[          , genome  5543] predictions:    9717/  10000 (97.17%), best:    9738/10000 (97.38%), error:       915.76343, best error:       863.19092 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 174.8849945068s, input_fired_time: 1.6534857750, output_fired_time: 2.1191713810, propagate_forward_time: 65.6192016602, propagate_backward_time: 101.6230621338, weight_update_time: 0.1592157632, other_time: 3.8700714111
epoch time: 14.6263246536s, input_fired_time: 0.2023690194, output_fired_time: 0.0000000000, propagate_forward_time: 13.8035774231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6203784943
validation[          , genome  5543] predictions:    9721/  10000 (97.21%), best:    9738/10000 (97.38%), error:       924.30933, best error:       863.19092 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 172.0260467529s, input_fired_time: 2.6415972710, output_fired_time: 2.5914976597, propagate_forward_time: 63.2466011047, propagate_backward_time: 98.4527359009, weight_update_time: 0.1569314450, other_time: 5.0936203003
epoch time: 13.4386835098s, input_fired_time: 0.1942827255, output_fired_time: 0.0000000000, propagate_forward_time: 12.3937740326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8506269455
validation[          , genome  5543] predictions:    9716/  10000 (97.16%), best:    9738/10000 (97.38%), error:       940.53271, best error:       863.19092 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 165.0209197998s, input_fired_time: 1.8403251171, output_fired_time: 2.0275912285, propagate_forward_time: 62.4373703003, propagate_backward_time: 94.4616775513, weight_update_time: 0.1516988873, other_time: 4.2539520264
epoch time: 13.6663770676s, input_fired_time: 0.1937695593, output_fired_time: 0.0000000000, propagate_forward_time: 12.8683919907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6042156219
validation[          , genome  5543] predictions:    9704/  10000 (97.04%), best:    9738/10000 (97.38%), error:       959.93958, best error:       863.19092 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 164.7192382813s, input_fired_time: 1.8287199736, output_fired_time: 2.0148727894, propagate_forward_time: 62.5491523743, propagate_backward_time: 93.8348999023, weight_update_time: 0.1522043347, other_time: 4.4915924072
epoch time: 13.6966285706s, input_fired_time: 0.1968762130, output_fired_time: 0.0000000000, propagate_forward_time: 12.8978843689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6018676758
validation[          , genome  5543] predictions:    9718/  10000 (97.18%), best:    9738/10000 (97.38%), error:       966.64209, best error:       863.19092 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 165.3687591553s, input_fired_time: 2.0887699127, output_fired_time: 2.0371503830, propagate_forward_time: 66.4064102173, propagate_backward_time: 91.5632324219, weight_update_time: 0.1534274071, other_time: 3.2731857300
epoch time: 13.2614154816s, input_fired_time: 0.4438908398, output_fired_time: 0.0000000000, propagate_forward_time: 12.2234687805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5940561295
validation[          , genome  5543] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       818.05139, best error:       818.05139 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 164.3185272217s, input_fired_time: 2.5863678455, output_fired_time: 2.2768759727, propagate_forward_time: 61.4843521118, propagate_backward_time: 92.9683456421, weight_update_time: 0.1524193436, other_time: 5.0025939941
epoch time: 13.3542852402s, input_fired_time: 0.4448330104, output_fired_time: 0.0000000000, propagate_forward_time: 12.3116331100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5978193283
validation[          , genome  5543] predictions:    9717/  10000 (97.17%), best:    9756/10000 (97.56%), error:       908.75684, best error:       818.05139 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 163.1210479736s, input_fired_time: 2.8214738369, output_fired_time: 2.2706441879, propagate_forward_time: 62.6165199280, propagate_backward_time: 91.9315261841, weight_update_time: 0.1510417014, other_time: 3.4808883667
epoch time: 13.4941167831s, input_fired_time: 0.1960803568, output_fired_time: 0.0000000000, propagate_forward_time: 12.6913394928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6066970825
validation[          , genome  5543] predictions:    9715/  10000 (97.15%), best:    9756/10000 (97.56%), error:       929.12048, best error:       818.05139 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 164.4628143311s, input_fired_time: 2.5835244656, output_fired_time: 1.7660181522, propagate_forward_time: 63.3384399414, propagate_backward_time: 92.5229415894, weight_update_time: 0.1525664926, other_time: 4.2518844604
epoch time: 13.3935489655s, input_fired_time: 0.1964265406, output_fired_time: 0.0000000000, propagate_forward_time: 12.3440074921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8531150818
validation[          , genome  5543] predictions:    9735/  10000 (97.35%), best:    9756/10000 (97.56%), error:       867.60638, best error:       818.05139 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 164.6104583740s, input_fired_time: 1.8351755142, output_fired_time: 2.2850775719, propagate_forward_time: 62.2497444153, propagate_backward_time: 94.2436218262, weight_update_time: 0.1515958756, other_time: 3.9968414307
epoch time: 13.1735029221s, input_fired_time: 0.1926284432, output_fired_time: 0.0000000000, propagate_forward_time: 12.1339893341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8468847275
validation[          , genome  5543] predictions:    9719/  10000 (97.19%), best:    9756/10000 (97.56%), error:       905.79083, best error:       818.05139 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 165.1882781982s, input_fired_time: 2.0868880749, output_fired_time: 2.2764651775, propagate_forward_time: 64.2115554810, propagate_backward_time: 91.6143875122, weight_update_time: 0.1529561877, other_time: 4.9989929199
epoch time: 13.4241104126s, input_fired_time: 0.4451911747, output_fired_time: 0.0000000000, propagate_forward_time: 12.3740644455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6048545837
validation[          , genome  5543] predictions:    9741/  10000 (97.41%), best:    9756/10000 (97.56%), error:       881.03210, best error:       818.05139 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 165.3492279053s, input_fired_time: 3.0978744030, output_fired_time: 2.0396802425, propagate_forward_time: 67.6507263184, propagate_backward_time: 88.8038711548, weight_update_time: 0.1532379240, other_time: 3.7570877075
epoch time: 13.3345985413s, input_fired_time: 0.1967296600, output_fired_time: 0.0000000000, propagate_forward_time: 12.5364732742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6013956070
validation[          , genome  5543] predictions:    9724/  10000 (97.24%), best:    9756/10000 (97.56%), error:       875.23816, best error:       818.05139 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 140.2265625000s, input_fired_time: 1.7816798687, output_fired_time: 1.9476037025, propagate_forward_time: 51.7539482117, propagate_backward_time: 81.0918807983, weight_update_time: 0.1460839808, other_time: 3.6514511108
epoch time: 8.6529912949s, input_fired_time: 0.1730900556, output_fired_time: 0.0000000000, propagate_forward_time: 7.9245467186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5553545952
validation[          , genome  5543] predictions:    9675/  10000 (96.75%), best:    9756/10000 (97.56%), error:       991.73010, best error:       818.05139 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 108.4394912720s, input_fired_time: 1.4687542915, output_fired_time: 1.3562253714, propagate_forward_time: 40.1677474976, propagate_backward_time: 62.4411468506, weight_update_time: 0.1366169751, other_time: 3.0056152344
epoch time: 8.6351356506s, input_fired_time: 0.1743381917, output_fired_time: 0.0000000000, propagate_forward_time: 7.9096155167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511817932
validation[          , genome  5543] predictions:    9744/  10000 (97.44%), best:    9756/10000 (97.56%), error:       874.90942, best error:       818.05139 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 108.3387603760s, input_fired_time: 1.4669691324, output_fired_time: 1.3593559265, propagate_forward_time: 40.0977096558, propagate_backward_time: 62.4108657837, weight_update_time: 0.1367419511, other_time: 3.0038604736
epoch time: 8.7672061920s, input_fired_time: 0.1768676341, output_fired_time: 0.0000000000, propagate_forward_time: 8.0339603424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5563783646
validation[          , genome  5543] predictions:    9726/  10000 (97.26%), best:    9756/10000 (97.56%), error:       908.82208, best error:       818.05139 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 107.6890258789s, input_fired_time: 1.4587270021, output_fired_time: 1.3358674049, propagate_forward_time: 39.8955154419, propagate_backward_time: 62.0033226013, weight_update_time: 0.1364397556, other_time: 2.9955940247
epoch time: 8.8474817276s, input_fired_time: 0.1790980250, output_fired_time: 0.0000000000, propagate_forward_time: 8.1114635468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5569200516
validation[          , genome  5543] predictions:    9723/  10000 (97.23%), best:    9756/10000 (97.56%), error:       929.74017, best error:       818.05139 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 107.5854187012s, input_fired_time: 1.4590526819, output_fired_time: 1.3415663242, propagate_forward_time: 39.8001937866, propagate_backward_time: 61.9864959717, weight_update_time: 0.1364587694, other_time: 2.9981079102
epoch time: 8.7263040543s, input_fired_time: 0.1761536896, output_fired_time: 0.0000000000, propagate_forward_time: 7.9887003899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5614495277
validation[          , genome  5543] predictions:    9748/  10000 (97.48%), best:    9756/10000 (97.56%), error:       839.73682, best error:       818.05139 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 111.5669937134s, input_fired_time: 1.5251333714, output_fired_time: 1.3965359926, propagate_forward_time: 41.4690895081, propagate_backward_time: 64.0732269287, weight_update_time: 0.1498504430, other_time: 3.1030120850
epoch time: 8.9371910095s, input_fired_time: 0.1776450574, output_fired_time: 0.0000000000, propagate_forward_time: 8.1906471252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5688991547
validation[          , genome  5543] predictions:    9717/  10000 (97.17%), best:    9756/10000 (97.56%), error:       915.91357, best error:       818.05139 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 107.9752044678s, input_fired_time: 1.4745193720, output_fired_time: 1.3478298187, propagate_forward_time: 40.0500259399, propagate_backward_time: 62.0933303833, weight_update_time: 0.1352034956, other_time: 3.0094985962
epoch time: 8.8521299362s, input_fired_time: 0.1779180467, output_fired_time: 0.0000000000, propagate_forward_time: 8.1146564484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5595550537
validation[          , genome  5543] predictions:    9744/  10000 (97.44%), best:    9756/10000 (97.56%), error:       882.75720, best error:       818.05139 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 108.9918060303s, input_fired_time: 1.4778348207, output_fired_time: 1.3684293032, propagate_forward_time: 40.4774589539, propagate_backward_time: 62.6380577087, weight_update_time: 0.1373406053, other_time: 3.0300178528
epoch time: 8.5632667542s, input_fired_time: 0.1732810438, output_fired_time: 0.0000000000, propagate_forward_time: 7.8512363434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387496948
validation[          , genome  5543] predictions:    9717/  10000 (97.17%), best:    9756/10000 (97.56%), error:       968.95178, best error:       818.05139 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 107.9245376587s, input_fired_time: 1.4692907333, output_fired_time: 1.3441540003, propagate_forward_time: 40.1029434204, propagate_backward_time: 61.9791183472, weight_update_time: 0.1371122748, other_time: 3.0290298462
epoch time: 8.6234006882s, input_fired_time: 0.1738157570, output_fired_time: 0.0000000000, propagate_forward_time: 7.9010725021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5485124588
validation[          , genome  5543] predictions:    9649/  10000 (96.49%), best:    9756/10000 (97.56%), error:      1177.91748, best error:       818.05139 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 109.7687377930s, input_fired_time: 1.4944339991, output_fired_time: 1.3643198013, propagate_forward_time: 40.5186119080, propagate_backward_time: 63.3267974854, weight_update_time: 0.1380423456, other_time: 3.0645751953
epoch time: 8.9177455902s, input_fired_time: 0.1810631454, output_fired_time: 0.0000000000, propagate_forward_time: 8.1756563187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5610265732
validation[          , genome  5543] predictions:    9720/  10000 (97.20%), best:    9756/10000 (97.56%), error:       973.72083, best error:       818.05139 on epoch:    32, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 109.8102645874s, input_fired_time: 1.4996994734, output_fired_time: 1.3811044693, propagate_forward_time: 40.7365722656, propagate_backward_time: 63.1292343140, weight_update_time: 0.1381888390, other_time: 3.0636520386
epoch time: 9.0181074142s, input_fired_time: 0.1806088686, output_fired_time: 0.0000000000, propagate_forward_time: 8.2713212967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5661773682
validation[          , genome  5543] predictions:    9743/  10000 (97.43%), best:    9756/10000 (97.56%), error:       833.02454, best error:       818.05139 on epoch:    32, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 111.4763488770s, input_fired_time: 1.5166009665, output_fired_time: 1.4141318798, propagate_forward_time: 41.4097213745, propagate_backward_time: 64.0503768921, weight_update_time: 0.1439002305, other_time: 3.0855178833
epoch time: 8.8000240326s, input_fired_time: 0.1756128371, output_fired_time: 0.0000000000, propagate_forward_time: 8.0656394958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5587720871
validation[          , genome  5543] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       789.84186, best error:       789.84186 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 109.6333847046s, input_fired_time: 1.4959192276, output_fired_time: 1.3565051556, propagate_forward_time: 40.6219406128, propagate_backward_time: 63.0960578918, weight_update_time: 0.1404585391, other_time: 3.0629615784
epoch time: 8.6780128479s, input_fired_time: 0.1763636321, output_fired_time: 0.0000000000, propagate_forward_time: 7.9487810135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5528678894
validation[          , genome  5543] predictions:    9755/  10000 (97.55%), best:    9763/10000 (97.63%), error:       815.28656, best error:       789.84186 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 108.3819580078s, input_fired_time: 1.4747282267, output_fired_time: 1.3492286205, propagate_forward_time: 40.2954444885, propagate_backward_time: 62.2725563049, weight_update_time: 0.1361156702, other_time: 2.9900016785
epoch time: 8.7534999847s, input_fired_time: 0.1792373657, output_fired_time: 0.0000000000, propagate_forward_time: 8.0174465179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5568161011
validation[          , genome  5543] predictions:    9733/  10000 (97.33%), best:    9763/10000 (97.63%), error:       868.63776, best error:       789.84186 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 108.9588623047s, input_fired_time: 1.4915400743, output_fired_time: 1.3602874279, propagate_forward_time: 40.3369979858, propagate_backward_time: 62.7459907532, weight_update_time: 0.1363302022, other_time: 3.0240440369
epoch time: 8.9240627289s, input_fired_time: 0.1817780584, output_fired_time: 0.0000000000, propagate_forward_time: 8.1679067612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5743780136
validation[          , genome  5543] predictions:    9709/  10000 (97.09%), best:    9763/10000 (97.63%), error:       991.07324, best error:       789.84186 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 111.7801971436s, input_fired_time: 1.5127210617, output_fired_time: 1.4030449390, propagate_forward_time: 41.6766624451, propagate_backward_time: 64.0864028931, weight_update_time: 0.1419750601, other_time: 3.1013717651
epoch time: 9.0688457489s, input_fired_time: 0.1816285700, output_fired_time: 0.0000000000, propagate_forward_time: 8.3104877472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5767297745
validation[          , genome  5543] predictions:    9734/  10000 (97.34%), best:    9763/10000 (97.63%), error:       897.50427, best error:       789.84186 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 109.7722854614s, input_fired_time: 1.4839779139, output_fired_time: 1.3695656061, propagate_forward_time: 40.6828041077, propagate_backward_time: 63.2080917358, weight_update_time: 0.1381432712, other_time: 3.0278396606
epoch time: 9.2142753601s, input_fired_time: 0.1825135350, output_fired_time: 0.0000000000, propagate_forward_time: 8.4665374756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5652246475
validation[          , genome  5543] predictions:    9699/  10000 (96.99%), best:    9763/10000 (97.63%), error:       960.86670, best error:       789.84186 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 111.2433700562s, input_fired_time: 1.5028091669, output_fired_time: 1.4073443413, propagate_forward_time: 41.1915130615, propagate_backward_time: 64.0895385742, weight_update_time: 0.1385698467, other_time: 3.0521697998
epoch time: 8.9707164764s, input_fired_time: 0.1814298034, output_fired_time: 0.0000000000, propagate_forward_time: 8.2330532074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5562334061
validation[          , genome  5543] predictions:    9679/  10000 (96.79%), best:    9763/10000 (97.63%), error:      1039.46045, best error:       789.84186 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 112.3386383057s, input_fired_time: 1.4976907969, output_fired_time: 1.3922361135, propagate_forward_time: 41.8267326355, propagate_backward_time: 64.5665283203, weight_update_time: 0.1379445493, other_time: 3.0554504395
epoch time: 9.0594902039s, input_fired_time: 0.1811021417, output_fired_time: 0.0000000000, propagate_forward_time: 8.3110027313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5673856735
validation[          , genome  5543] predictions:    9707/  10000 (97.07%), best:    9763/10000 (97.63%), error:       928.38458, best error:       789.84186 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 110.7680358887s, input_fired_time: 1.5055861473, output_fired_time: 1.3778250217, propagate_forward_time: 41.2470970154, propagate_backward_time: 63.6218299866, weight_update_time: 0.1383797973, other_time: 3.0156974792
epoch time: 8.8893051147s, input_fired_time: 0.1807845384, output_fired_time: 0.0000000000, propagate_forward_time: 8.1586723328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5498485565
validation[          , genome  5543] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       764.16730, best error:       764.16730 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 111.6737365723s, input_fired_time: 1.4974936247, output_fired_time: 1.3795176744, propagate_forward_time: 41.6616477966, propagate_backward_time: 64.1001434326, weight_update_time: 0.1386256069, other_time: 3.0349426270
epoch time: 9.4165372849s, input_fired_time: 0.2249121815, output_fired_time: 0.0000000000, propagate_forward_time: 8.5273561478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6642684937
validation[          , genome  5543] predictions:    9733/  10000 (97.33%), best:    9758/10000 (97.58%), error:       876.07196, best error:       764.16730 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 113.7410278320s, input_fired_time: 1.5609766245, output_fired_time: 1.4333956242, propagate_forward_time: 42.3013954163, propagate_backward_time: 65.1978836060, weight_update_time: 0.1766356677, other_time: 3.2473831177
epoch time: 9.4707994461s, input_fired_time: 0.1885651350, output_fired_time: 0.0000000000, propagate_forward_time: 8.6862354279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5959987640
validation[          , genome  5543] predictions:    9736/  10000 (97.36%), best:    9758/10000 (97.58%), error:       872.52417, best error:       764.16730 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 113.2589874268s, input_fired_time: 1.5260230303, output_fired_time: 1.4699484110, propagate_forward_time: 42.1988029480, propagate_backward_time: 64.9357299805, weight_update_time: 0.1478956044, other_time: 3.1284790039
epoch time: 8.9668455124s, input_fired_time: 0.1826866269, output_fired_time: 0.0000000000, propagate_forward_time: 8.2209882736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5631704330
validation[          , genome  5543] predictions:    9730/  10000 (97.30%), best:    9758/10000 (97.58%), error:       914.48254, best error:       764.16730 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 112.5891418457s, input_fired_time: 1.5947886705, output_fired_time: 1.4519789219, propagate_forward_time: 41.9213066101, propagate_backward_time: 64.5237808228, weight_update_time: 0.1428406239, other_time: 3.0972824097
epoch time: 9.1016578674s, input_fired_time: 0.1833622158, output_fired_time: 0.0000000000, propagate_forward_time: 8.3594436646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5588521957
validation[          , genome  5543] predictions:    9738/  10000 (97.38%), best:    9758/10000 (97.58%), error:       876.15088, best error:       764.16730 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 112.1110839844s, input_fired_time: 1.5214736462, output_fired_time: 1.4056779146, propagate_forward_time: 41.5883293152, propagate_backward_time: 64.5257186890, weight_update_time: 0.1415915042, other_time: 3.0698776245
epoch time: 9.2246313095s, input_fired_time: 0.1853359789, output_fired_time: 0.0000000000, propagate_forward_time: 8.4689779282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5703172684
validation[          , genome  5543] predictions:    9691/  10000 (96.91%), best:    9758/10000 (97.58%), error:      1053.99817, best error:       764.16730 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 113.3430633545s, input_fired_time: 1.5694886446, output_fired_time: 1.4131524563, propagate_forward_time: 42.0063858032, propagate_backward_time: 65.1843185425, weight_update_time: 0.1538655758, other_time: 3.1697158813
epoch time: 9.3159742355s, input_fired_time: 0.1905250698, output_fired_time: 0.0000000000, propagate_forward_time: 8.5291776657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5962715149
validation[          , genome  5543] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       760.54553, best error:       760.54553 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 113.9319229126s, input_fired_time: 1.5535104275, output_fired_time: 1.4737844467, propagate_forward_time: 42.6026763916, propagate_backward_time: 65.2136383057, weight_update_time: 0.1471882015, other_time: 3.0883102417
epoch time: 9.2250900269s, input_fired_time: 0.1817581207, output_fired_time: 0.0000000000, propagate_forward_time: 8.4755792618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5677528381
validation[          , genome  5543] predictions:    9699/  10000 (96.99%), best:    9777/10000 (97.77%), error:       946.79333, best error:       760.54553 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 113.7223815918s, input_fired_time: 1.5859020948, output_fired_time: 1.5089037418, propagate_forward_time: 42.0734252930, propagate_backward_time: 65.4527664185, weight_update_time: 0.1407807469, other_time: 3.1013870239
epoch time: 8.9868993759s, input_fired_time: 0.1975532323, output_fired_time: 0.0000000000, propagate_forward_time: 8.2355289459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5538167953
validation[          , genome  5543] predictions:    9736/  10000 (97.36%), best:    9777/10000 (97.77%), error:       823.43518, best error:       760.54553 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 153.0582427979s, input_fired_time: 2.2142236233, output_fired_time: 2.1521234512, propagate_forward_time: 55.9815292358, propagate_backward_time: 89.0578460693, weight_update_time: 0.1898951679, other_time: 3.6525192261
epoch time: 14.1761569977s, input_fired_time: 0.2112255692, output_fired_time: 0.0000000000, propagate_forward_time: 13.3383188248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6266126633
validation[          , genome  5543] predictions:    9733/  10000 (97.33%), best:    9777/10000 (97.77%), error:       874.38239, best error:       760.54553 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 178.1425933838s, input_fired_time: 2.7446365356, output_fired_time: 2.2177174091, propagate_forward_time: 64.7787857056, propagate_backward_time: 103.8080520630, weight_update_time: 0.1630321741, other_time: 4.5933990479
epoch time: 14.9098005295s, input_fired_time: 0.2302237153, output_fired_time: 0.0000000000, propagate_forward_time: 14.0221548080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6574220657
validation[          , genome  5543] predictions:    9736/  10000 (97.36%), best:    9777/10000 (97.77%), error:       813.20526, best error:       760.54553 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 180.6328430176s, input_fired_time: 2.5571808815, output_fired_time: 2.0749294758, propagate_forward_time: 71.5165557861, propagate_backward_time: 99.9210052490, weight_update_time: 0.1811751127, other_time: 4.5631713867
epoch time: 14.4561862946s, input_fired_time: 0.4913038313, output_fired_time: 0.0000000000, propagate_forward_time: 13.0664644241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8984184265
validation[          , genome  5543] predictions:    9743/  10000 (97.43%), best:    9777/10000 (97.77%), error:       829.55420, best error:       760.54553 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 178.3919525146s, input_fired_time: 1.7535676956, output_fired_time: 2.7102775574, propagate_forward_time: 66.8797149658, propagate_backward_time: 103.0125503540, weight_update_time: 0.1787981540, other_time: 4.0358352661
epoch time: 14.7124204636s, input_fired_time: 0.2094058990, output_fired_time: 0.0000000000, propagate_forward_time: 13.8633594513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6396551132
validation[          , genome  5543] predictions:    9712/  10000 (97.12%), best:    9777/10000 (97.77%), error:       927.79541, best error:       760.54553 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 181.5972442627s, input_fired_time: 2.8370935917, output_fired_time: 1.9863846302, propagate_forward_time: 68.4582748413, propagate_backward_time: 102.5152511597, weight_update_time: 0.1641670763, other_time: 5.8002319336
epoch time: 14.6102256775s, input_fired_time: 0.2157765329, output_fired_time: 0.0000000000, propagate_forward_time: 13.4581432343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9363059998
validation[          , genome  5543] predictions:    9749/  10000 (97.49%), best:    9777/10000 (97.77%), error:       821.52020, best error:       760.54553 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 179.7238769531s, input_fired_time: 3.0108323097, output_fired_time: 2.4675855637, propagate_forward_time: 68.6492767334, propagate_backward_time: 101.0759201050, weight_update_time: 0.1899062097, other_time: 4.5202560425
epoch time: 15.1377077103s, input_fired_time: 0.2208227813, output_fired_time: 0.0000000000, propagate_forward_time: 14.2080659866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7088193893
validation[          , genome  5543] predictions:    9756/  10000 (97.56%), best:    9777/10000 (97.77%), error:       784.63074, best error:       760.54553 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 179.9772033691s, input_fired_time: 2.0253415108, output_fired_time: 2.6739683151, propagate_forward_time: 66.7778625488, propagate_backward_time: 103.2110443115, weight_update_time: 0.1635306329, other_time: 5.2889862061
epoch time: 14.3503131866s, input_fired_time: 0.2143982500, output_fired_time: 0.0000000000, propagate_forward_time: 13.4574384689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6784763336
validation[          , genome  5543] predictions:    9757/  10000 (97.57%), best:    9777/10000 (97.77%), error:       819.47467, best error:       760.54553 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 180.4403228760s, input_fired_time: 2.7813444138, output_fired_time: 1.9405403137, propagate_forward_time: 67.0525131226, propagate_backward_time: 103.4103546143, weight_update_time: 0.4139881730, other_time: 5.2555770874
epoch time: 14.8204135895s, input_fired_time: 0.2362229824, output_fired_time: 0.0000000000, propagate_forward_time: 13.6837844849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9004058838
validation[          , genome  5543] predictions:    9755/  10000 (97.55%), best:    9777/10000 (97.77%), error:       803.73767, best error:       760.54553 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 183.3733367920s, input_fired_time: 2.8076977730, output_fired_time: 2.2641050816, propagate_forward_time: 67.9625396729, propagate_backward_time: 105.2627944946, weight_update_time: 0.1719416231, other_time: 5.0762100220
epoch time: 14.2253770828s, input_fired_time: 0.2170553356, output_fired_time: 0.0000000000, propagate_forward_time: 12.8611469269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1471748352
validation[          , genome  5543] predictions:    9757/  10000 (97.57%), best:    9777/10000 (97.77%), error:       822.29254, best error:       760.54553 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 168.9636993408s, input_fired_time: 2.4314706326, output_fired_time: 2.3726143837, propagate_forward_time: 62.1339263916, propagate_backward_time: 98.3934097290, weight_update_time: 0.1598793268, other_time: 3.6322708130
epoch time: 13.7464227676s, input_fired_time: 0.2088666260, output_fired_time: 0.0000000000, propagate_forward_time: 12.6587266922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8788290024
validation[          , genome  5543] predictions:    9704/  10000 (97.04%), best:    9777/10000 (97.77%), error:       944.81201, best error:       760.54553 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 168.4404602051s, input_fired_time: 2.1729264259, output_fired_time: 2.3600370884, propagate_forward_time: 60.8280754089, propagate_backward_time: 97.9765853882, weight_update_time: 0.4087709785, other_time: 5.1028366089
epoch time: 13.8255481720s, input_fired_time: 0.2157417238, output_fired_time: 0.0000000000, propagate_forward_time: 12.9618768692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6479291916
validation[          , genome  5543] predictions:    9764/  10000 (97.64%), best:    9777/10000 (97.77%), error:       781.76453, best error:       760.54553 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 168.6727600098s, input_fired_time: 2.1737401485, output_fired_time: 2.0995612144, propagate_forward_time: 61.4465675354, propagate_backward_time: 99.3247604370, weight_update_time: 0.4094406366, other_time: 3.6281356812
epoch time: 13.7959556580s, input_fired_time: 0.2097756714, output_fired_time: 0.0000000000, propagate_forward_time: 12.9545555115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6316242218
validation[          , genome  5543] predictions:    9752/  10000 (97.52%), best:    9777/10000 (97.77%), error:       828.59515, best error:       760.54553 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 168.3230133057s, input_fired_time: 2.4203813076, output_fired_time: 2.1031115055, propagate_forward_time: 60.9363784790, propagate_backward_time: 98.7440338135, weight_update_time: 0.4082047939, other_time: 4.1191024780
epoch time: 13.4470577240s, input_fired_time: 0.2066782266, output_fired_time: 0.0000000000, propagate_forward_time: 12.6238632202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6165161133
validation[          , genome  5543] predictions:    9755/  10000 (97.55%), best:    9777/10000 (97.77%), error:       851.59332, best error:       760.54553 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 169.1573791504s, input_fired_time: 3.1849207878, output_fired_time: 2.1137859821, propagate_forward_time: 62.8777732849, propagate_backward_time: 97.0812377930, weight_update_time: 0.1597508490, other_time: 3.8996582031
epoch time: 13.8774747849s, input_fired_time: 0.2057532519, output_fired_time: 0.0000000000, propagate_forward_time: 12.7996568680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8720645905
validation[          , genome  5543] predictions:    9739/  10000 (97.39%), best:    9777/10000 (97.77%), error:       822.00391, best error:       760.54553 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 166.8002166748s, input_fired_time: 1.6341522932, output_fired_time: 2.2991890907, propagate_forward_time: 67.3768615723, propagate_backward_time: 91.2235412598, weight_update_time: 0.1552838832, other_time: 4.2664642334
epoch time: 13.7099199295s, input_fired_time: 0.2018778473, output_fired_time: 0.0000000000, propagate_forward_time: 12.4081487656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0998935699
validation[          , genome  5543] predictions:    9699/  10000 (96.99%), best:    9777/10000 (97.77%), error:       995.75775, best error:       760.54553 on epoch:    64, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 165.8112182617s, input_fired_time: 1.6230021715, output_fired_time: 1.7925413847, propagate_forward_time: 61.3877525330, propagate_backward_time: 97.0143966675, weight_update_time: 0.1523134708, other_time: 3.9935226440
epoch time: 13.6302919388s, input_fired_time: 0.2031612992, output_fired_time: 0.0000000000, propagate_forward_time: 12.5744171143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8527135849
validation[          , genome  5543] predictions:    9756/  10000 (97.56%), best:    9777/10000 (97.77%), error:       842.12634, best error:       760.54553 on epoch:    64, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 165.0485687256s, input_fired_time: 2.1207079887, output_fired_time: 1.7817380428, propagate_forward_time: 58.4552688599, propagate_backward_time: 98.6964187622, weight_update_time: 0.1524168700, other_time: 3.9944305420
epoch time: 13.0471162796s, input_fired_time: 0.1982512921, output_fired_time: 0.0000000000, propagate_forward_time: 11.5070676804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3417968750
validation[          , genome  5543] predictions:    9765/  10000 (97.65%), best:    9777/10000 (97.77%), error:       804.01337, best error:       760.54553 on epoch:    64, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 166.1674194336s, input_fired_time: 2.6214616299, output_fired_time: 1.5367032290, propagate_forward_time: 61.8452873230, propagate_backward_time: 95.8990554810, weight_update_time: 0.1525275707, other_time: 4.2649154663
epoch time: 13.3508071899s, input_fired_time: 0.1984781772, output_fired_time: 0.0000000000, propagate_forward_time: 12.3024654388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8498640060
validation[          , genome  5543] predictions:    9765/  10000 (97.65%), best:    9777/10000 (97.77%), error:       849.12286, best error:       760.54553 on epoch:    64, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 165.5356292725s, input_fired_time: 1.8679292202, output_fired_time: 1.7800184488, propagate_forward_time: 62.2991905212, propagate_backward_time: 95.3354339600, weight_update_time: 0.1529100686, other_time: 4.2530517578
epoch time: 13.3363952637s, input_fired_time: 1.1999115944, output_fired_time: 0.0000000000, propagate_forward_time: 11.2857675552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8507165909
validation[          , genome  5543] predictions:    9761/  10000 (97.61%), best:    9777/10000 (97.77%), error:       810.89368, best error:       760.54553 on epoch:    64, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 165.5548248291s, input_fired_time: 1.6250445843, output_fired_time: 1.7927010059, propagate_forward_time: 67.4510116577, propagate_backward_time: 90.4411239624, weight_update_time: 0.1518023461, other_time: 4.2449493408
epoch time: 13.3090047836s, input_fired_time: 0.6995849609, output_fired_time: 0.0000000000, propagate_forward_time: 12.0054950714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6039247513
validation[          , genome  5543] predictions:    9735/  10000 (97.35%), best:    9777/10000 (97.77%), error:       875.32623, best error:       760.54553 on epoch:    64, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 164.3599700928s, input_fired_time: 1.8628633022, output_fired_time: 2.0247571468, propagate_forward_time: 62.6637878418, propagate_backward_time: 93.5556564331, weight_update_time: 0.4032067358, other_time: 4.2529067993
epoch time: 13.3342647552s, input_fired_time: 0.1995466053, output_fired_time: 0.0000000000, propagate_forward_time: 12.0305233002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1041946411
validation[          , genome  5543] predictions:    9742/  10000 (97.42%), best:    9777/10000 (97.77%), error:       877.03094, best error:       760.54553 on epoch:    64, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 165.4923095703s, input_fired_time: 3.1203150749, output_fired_time: 2.0343263149, propagate_forward_time: 65.5547714233, propagate_backward_time: 90.0253448486, weight_update_time: 0.1536143720, other_time: 4.7575454712
epoch time: 13.6763763428s, input_fired_time: 0.2012197971, output_fired_time: 0.0000000000, propagate_forward_time: 12.8657608032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6093959808
validation[          , genome  5543] predictions:    9765/  10000 (97.65%), best:    9777/10000 (97.77%), error:       793.82959, best error:       760.54553 on epoch:    64, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 166.0362548828s, input_fired_time: 3.3777170181, output_fired_time: 2.2884879112, propagate_forward_time: 61.4556236267, propagate_backward_time: 94.6551437378, weight_update_time: 0.1533755809, other_time: 4.2592849731
epoch time: 13.6231937408s, input_fired_time: 0.2014625072, output_fired_time: 0.0000000000, propagate_forward_time: 12.5721540451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8495769501
validation[          , genome  5543] predictions:    9743/  10000 (97.43%), best:    9777/10000 (97.77%), error:       797.75452, best error:       760.54553 on epoch:    64, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 166.1092987061s, input_fired_time: 2.3770806789, output_fired_time: 2.0321063995, propagate_forward_time: 61.6926269531, propagate_backward_time: 95.4737701416, weight_update_time: 0.4046975076, other_time: 4.5337219238
epoch time: 13.4464015961s, input_fired_time: 0.2026972920, output_fired_time: 0.0000000000, propagate_forward_time: 12.3893156052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8543882370
validation[          , genome  5543] predictions:    9753/  10000 (97.53%), best:    9777/10000 (97.77%), error:       822.38855, best error:       760.54553 on epoch:    64, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 165.9971771240s, input_fired_time: 2.3793087006, output_fired_time: 2.2915172577, propagate_forward_time: 62.4468727112, propagate_backward_time: 94.6143722534, weight_update_time: 0.4028974771, other_time: 4.2651138306
epoch time: 13.6178569794s, input_fired_time: 0.2009524107, output_fired_time: 0.0000000000, propagate_forward_time: 12.8180532455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5988512039
validation[          , genome  5543] predictions:    9744/  10000 (97.44%), best:    9777/10000 (97.77%), error:       864.79211, best error:       760.54553 on epoch:    64, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 165.5719299316s, input_fired_time: 1.8741979599, output_fired_time: 2.0327973366, propagate_forward_time: 63.6999320984, propagate_backward_time: 93.2125473022, weight_update_time: 0.1526177078, other_time: 4.7524642944
epoch time: 13.6536235809s, input_fired_time: 0.2020970285, output_fired_time: 0.0000000000, propagate_forward_time: 12.8524608612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5990657806
validation[          , genome  5543] predictions:    9711/  10000 (97.11%), best:    9777/10000 (97.77%), error:       978.93884, best error:       760.54553 on epoch:    64, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 166.1401367188s, input_fired_time: 2.6299352646, output_fired_time: 2.5307760239, propagate_forward_time: 61.2091369629, propagate_backward_time: 94.9977493286, weight_update_time: 0.4049454927, other_time: 4.7725448608
epoch time: 13.2816915512s, input_fired_time: 0.2023168057, output_fired_time: 0.0000000000, propagate_forward_time: 12.2268714905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8525028229
validation[          , genome  5543] predictions:    9749/  10000 (97.49%), best:    9777/10000 (97.77%), error:       828.21167, best error:       760.54553 on epoch:    64, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 166.2177429199s, input_fired_time: 3.6369657516, output_fired_time: 2.0419259071, propagate_forward_time: 59.9515991211, propagate_backward_time: 96.5682525635, weight_update_time: 0.1533505917, other_time: 4.0189971924
epoch time: 13.6405324936s, input_fired_time: 0.4532895088, output_fired_time: 0.0000000000, propagate_forward_time: 12.5851650238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6020774841
validation[          , genome  5543] predictions:    9752/  10000 (97.52%), best:    9777/10000 (97.77%), error:       839.82660, best error:       760.54553 on epoch:    64, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 165.3902130127s, input_fired_time: 2.6280031204, output_fired_time: 2.0324850082, propagate_forward_time: 62.0805931091, propagate_backward_time: 94.1298599243, weight_update_time: 0.1525105089, other_time: 4.5192642212
epoch time: 13.7675466537s, input_fired_time: 0.2053993940, output_fired_time: 0.0000000000, propagate_forward_time: 12.9610509872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6010961533
validation[          , genome  5543] predictions:    9761/  10000 (97.61%), best:    9777/10000 (97.77%), error:       796.68433, best error:       760.54553 on epoch:    64, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 173.5033416748s, input_fired_time: 1.9357150793, output_fired_time: 2.1165921688, propagate_forward_time: 66.6043853760, propagate_backward_time: 99.2366714478, weight_update_time: 0.1615459323, other_time: 3.6099777222
epoch time: 14.3044824600s, input_fired_time: 0.2135651410, output_fired_time: 0.0000000000, propagate_forward_time: 13.4678544998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6230630875
validation[          , genome  5543] predictions:    9768/  10000 (97.68%), best:    9777/10000 (97.77%), error:       774.61761, best error:       760.54553 on epoch:    64, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 175.3712615967s, input_fired_time: 2.4493424892, output_fired_time: 2.1253864765, propagate_forward_time: 64.5613250732, propagate_backward_time: 102.1031417847, weight_update_time: 0.1590692252, other_time: 4.1320724487
epoch time: 14.5383262634s, input_fired_time: 0.2127030939, output_fired_time: 0.0000000000, propagate_forward_time: 13.7060022354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6196212769
validation[          , genome  5543] predictions:    9750/  10000 (97.50%), best:    9777/10000 (97.77%), error:       822.36481, best error:       760.54553 on epoch:    64, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 175.6683502197s, input_fired_time: 2.4407696724, output_fired_time: 1.8660609722, propagate_forward_time: 67.0861206055, propagate_backward_time: 99.3988418579, weight_update_time: 0.4104542136, other_time: 4.8765640259
epoch time: 14.1738376617s, input_fired_time: 0.2115815133, output_fired_time: 0.0000000000, propagate_forward_time: 13.3427171707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6195392609
validation[          , genome  5543] predictions:    9769/  10000 (97.69%), best:    9777/10000 (97.77%), error:       795.10474, best error:       760.54553 on epoch:    64, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 175.7279205322s, input_fired_time: 1.9471137524, output_fired_time: 2.6429619789, propagate_forward_time: 65.8871688843, propagate_backward_time: 100.6424942017, weight_update_time: 0.1592756957, other_time: 4.6081848145
epoch time: 14.5228652954s, input_fired_time: 0.4624648094, output_fired_time: 0.0000000000, propagate_forward_time: 13.4397258759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6206741333
validation[          , genome  5543] predictions:    9775/  10000 (97.75%), best:    9777/10000 (97.77%), error:       793.81183, best error:       760.54553 on epoch:    64, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 175.0160217285s, input_fired_time: 2.4445438385, output_fired_time: 2.1093676090, propagate_forward_time: 66.5498275757, propagate_backward_time: 100.0291824341, weight_update_time: 0.1592408568, other_time: 3.8830871582
epoch time: 14.2324924469s, input_fired_time: 0.4613989294, output_fired_time: 0.0000000000, propagate_forward_time: 12.8935022354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8775911331
validation[          , genome  5543] predictions:    9721/  10000 (97.21%), best:    9777/10000 (97.77%), error:       892.37140, best error:       760.54553 on epoch:    64, 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: 72.0835113525s, input_fired_time: 1.2837139368, output_fired_time: 0.0000000000, propagate_forward_time: 66.6092987061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1904983521
best training[          , genome  5543] predictions:   49575/  50000 (99.15%), best:    9777/10000 (97.77%), error:      1667.98572, best error:       760.54553 on epoch:    64, 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: 14.2541637421s, input_fired_time: 0.2050290555, output_fired_time: 0.0000000000, propagate_forward_time: 13.4262943268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6228399277
   testing[          , genome  5543] predictions:    9798/  10000 (97.98%), best:    9777/10000 (97.77%), error:       629.26263, best error:       760.54553 on epoch:    64, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:41:10 (3412): called boinc_finish(0)

</stderr_txt>
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