Nameexact_genome_1512568488_45_7127_1
Workunit2606894
Created8 Dec 2017, 0:02:58 UTC
Sent8 Dec 2017, 0:06:10 UTC
Report deadline15 Dec 2017, 20:21:24 UTC
Received8 Dec 2017, 11:10:52 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time3 hours 2 min 13 sec
CPU time3 hours 2 min 9 sec
Validate stateValid
Credit1,960.98
Device peak FLOPS3.78 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.43 MB
Peak swap size152.59 MB
Peak disk usage1.32 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
0.0064167744, weight_decay: 0.0002566710

epoch time: 102.9251937866s, input_fired_time: 0.9941104054, output_fired_time: 0.6584581137, propagate_forward_time: 40.8140373230, propagate_backward_time: 58.0810508728, weight_update_time: 0.1263785809, other_time: 2.3775405884
epoch time: 10.6758203506s, input_fired_time: 0.1314111948, output_fired_time: 0.0000000000, propagate_forward_time: 10.0851392746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592695236
validation[          , genome  7127] predictions:    9732/  10000 (97.32%), best:    9736/10000 (97.36%), error:       889.87531, best error:       864.35809 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 102.9981384277s, input_fired_time: 0.9929255247, output_fired_time: 0.6536676288, propagate_forward_time: 40.8420715332, propagate_backward_time: 58.1411056519, weight_update_time: 0.1244979277, other_time: 2.3683624268
epoch time: 8.9423131943s, input_fired_time: 0.1145650074, output_fired_time: 0.0000000000, propagate_forward_time: 8.4223203659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054279327
validation[          , genome  7127] predictions:    9702/  10000 (97.02%), best:    9736/10000 (97.36%), error:       976.94751, best error:       864.35809 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 98.4032287598s, input_fired_time: 0.9628418684, output_fired_time: 0.6283897161, propagate_forward_time: 38.8554611206, propagate_backward_time: 55.7129592896, weight_update_time: 0.1186526790, other_time: 2.2435760498
epoch time: 7.7057418823s, input_fired_time: 0.1049047709, output_fired_time: 0.0000000000, propagate_forward_time: 7.2294650078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713722229
validation[          , genome  7127] predictions:    9703/  10000 (97.03%), best:    9736/10000 (97.36%), error:       990.39996, best error:       864.35809 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 100.1594238281s, input_fired_time: 0.9787028432, output_fired_time: 0.6497444510, propagate_forward_time: 39.8908805847, propagate_backward_time: 56.3896064758, weight_update_time: 0.1194613278, other_time: 2.2504882812
epoch time: 8.5743713379s, input_fired_time: 0.1115345359, output_fired_time: 0.0000000000, propagate_forward_time: 8.0661907196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3966464996
validation[          , genome  7127] predictions:    9692/  10000 (96.92%), best:    9736/10000 (97.36%), error:       993.05927, best error:       864.35809 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 100.2204360962s, input_fired_time: 0.9764751196, output_fired_time: 0.6415100098, propagate_forward_time: 39.7555160522, propagate_backward_time: 56.5766296387, weight_update_time: 0.1198826283, other_time: 2.2703018188
epoch time: 7.7299289703s, input_fired_time: 0.1028725132, output_fired_time: 0.0000000000, propagate_forward_time: 7.2577295303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693270683
validation[          , genome  7127] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       833.25342, best error:       833.25342 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 97.0725097656s, input_fired_time: 0.9637069702, output_fired_time: 0.6283637285, propagate_forward_time: 38.7035522461, propagate_backward_time: 54.5483818054, weight_update_time: 0.1179551929, other_time: 2.2285041809
epoch time: 7.6395807266s, input_fired_time: 0.1026041955, output_fired_time: 0.0000000000, propagate_forward_time: 7.1747479439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622283936
validation[          , genome  7127] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       829.51965, best error:       829.51965 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 96.2201232910s, input_fired_time: 0.9503207207, output_fired_time: 0.6164305806, propagate_forward_time: 37.9992446899, propagate_backward_time: 54.4337348938, weight_update_time: 0.1172188893, other_time: 2.2203941345
epoch time: 7.7690019608s, input_fired_time: 0.1035104915, output_fired_time: 0.0000000000, propagate_forward_time: 7.3086352348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568563461
validation[          , genome  7127] predictions:    9745/  10000 (97.45%), best:    9748/10000 (97.48%), error:       855.05609, best error:       829.51965 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 92.9304885864s, input_fired_time: 0.9353336096, output_fired_time: 0.6079795957, propagate_forward_time: 36.6861915588, propagate_backward_time: 52.5587348938, weight_update_time: 0.1131722257, other_time: 2.1422500610
epoch time: 7.7645320892s, input_fired_time: 0.1043860316, output_fired_time: 0.0000000000, propagate_forward_time: 7.2910857201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690605164
validation[          , genome  7127] predictions:    9737/  10000 (97.37%), best:    9748/10000 (97.48%), error:       873.43341, best error:       829.51965 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 91.6833724976s, input_fired_time: 0.9356182218, output_fired_time: 0.5966877341, propagate_forward_time: 36.1922492981, propagate_backward_time: 51.7778511047, weight_update_time: 0.1139519736, other_time: 2.1809692383
epoch time: 7.6836562157s, input_fired_time: 0.1048875079, output_fired_time: 0.0000000000, propagate_forward_time: 7.2114143372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673543930
validation[          , genome  7127] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       787.94739, best error:       787.94739 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 91.1005249023s, input_fired_time: 0.9331745505, output_fired_time: 0.5907021761, propagate_forward_time: 35.7353782654, propagate_backward_time: 51.6573066711, weight_update_time: 0.1141928136, other_time: 2.1839599609
epoch time: 7.6280055046s, input_fired_time: 0.1037445292, output_fired_time: 0.0000000000, propagate_forward_time: 7.1611309052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3631300926
validation[          , genome  7127] predictions:    9715/  10000 (97.15%), best:    9768/10000 (97.68%), error:       921.68793, best error:       787.94739 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 90.7726440430s, input_fired_time: 0.9299604297, output_fired_time: 0.5881591439, propagate_forward_time: 35.7983779907, propagate_backward_time: 51.2739753723, weight_update_time: 0.1135429665, other_time: 2.1821708679
epoch time: 8.2771148682s, input_fired_time: 0.1093880832, output_fired_time: 0.0000000000, propagate_forward_time: 7.7840037346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3837227821
validation[          , genome  7127] predictions:    9742/  10000 (97.42%), best:    9768/10000 (97.68%), error:       830.59430, best error:       787.94739 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 91.0167160034s, input_fired_time: 0.9330248237, output_fired_time: 0.5928663611, propagate_forward_time: 36.1808319092, propagate_backward_time: 51.0687904358, weight_update_time: 0.1136499643, other_time: 2.2412071228
epoch time: 7.6138777733s, input_fired_time: 0.1033079252, output_fired_time: 0.0000000000, propagate_forward_time: 7.1320405006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3785295486
validation[          , genome  7127] predictions:    9727/  10000 (97.27%), best:    9768/10000 (97.68%), error:       896.26721, best error:       787.94739 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 95.1103286743s, input_fired_time: 0.9526336193, output_fired_time: 0.6195175648, propagate_forward_time: 37.8130912781, propagate_backward_time: 53.4512710571, weight_update_time: 0.1153652966, other_time: 2.2738151550
epoch time: 7.8049998283s, input_fired_time: 0.1036002412, output_fired_time: 0.0000000000, propagate_forward_time: 7.3289008141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724989891
validation[          , genome  7127] predictions:    9736/  10000 (97.36%), best:    9768/10000 (97.68%), error:       855.55115, best error:       787.94739 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 94.2054824829s, input_fired_time: 0.9522147179, output_fired_time: 0.6115481257, propagate_forward_time: 37.3641433716, propagate_backward_time: 53.1235694885, weight_update_time: 0.1125498414, other_time: 2.1540031433
epoch time: 7.6172232628s, input_fired_time: 0.1031148732, output_fired_time: 0.0000000000, propagate_forward_time: 7.1548314095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592767715
validation[          , genome  7127] predictions:    9763/  10000 (97.63%), best:    9768/10000 (97.68%), error:       797.87915, best error:       787.94739 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 96.7406082153s, input_fired_time: 0.9654651880, output_fired_time: 0.6305270195, propagate_forward_time: 38.4758644104, propagate_backward_time: 54.4576148987, weight_update_time: 0.1139900833, other_time: 2.2111434937
epoch time: 7.5604033470s, input_fired_time: 0.1011169776, output_fired_time: 0.0000000000, propagate_forward_time: 7.1116266251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476595879
validation[          , genome  7127] predictions:    9686/  10000 (96.86%), best:    9768/10000 (97.68%), error:       997.16473, best error:       787.94739 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 96.2052612305s, input_fired_time: 0.9536682963, output_fired_time: 0.6218158007, propagate_forward_time: 38.0704765320, propagate_backward_time: 54.3980026245, weight_update_time: 0.1135607287, other_time: 2.1612968445
epoch time: 7.4723353386s, input_fired_time: 0.0997846723, output_fired_time: 0.0000000000, propagate_forward_time: 7.0206346512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519158363
validation[          , genome  7127] predictions:    9751/  10000 (97.51%), best:    9768/10000 (97.68%), error:       801.07050, best error:       787.94739 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 97.1333770752s, input_fired_time: 0.9600027800, output_fired_time: 0.6347385049, propagate_forward_time: 38.5446853638, propagate_backward_time: 54.8263282776, weight_update_time: 0.1128693447, other_time: 2.1676292419
epoch time: 7.5169186592s, input_fired_time: 0.1015804559, output_fired_time: 0.0000000000, propagate_forward_time: 7.0589346886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3564033508
validation[          , genome  7127] predictions:    9724/  10000 (97.24%), best:    9768/10000 (97.68%), error:       861.51996, best error:       787.94739 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 101.1076278687s, input_fired_time: 0.9681485295, output_fired_time: 0.6437579393, propagate_forward_time: 39.8183441162, propagate_backward_time: 57.4696998596, weight_update_time: 0.1164227799, other_time: 2.2076759338
epoch time: 7.9826955795s, input_fired_time: 0.1028895155, output_fired_time: 0.0000000000, propagate_forward_time: 7.5203428268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594632149
validation[          , genome  7127] predictions:    9734/  10000 (97.34%), best:    9768/10000 (97.68%), error:       878.04962, best error:       787.94739 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 100.4801483154s, input_fired_time: 0.9793422222, output_fired_time: 0.6432404518, propagate_forward_time: 40.3836669922, propagate_backward_time: 56.2235832214, weight_update_time: 0.1184030771, other_time: 2.2503166199
epoch time: 10.9392051697s, input_fired_time: 0.1348608136, output_fired_time: 0.0000000000, propagate_forward_time: 10.3406677246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636764526
validation[          , genome  7127] predictions:    9737/  10000 (97.37%), best:    9768/10000 (97.68%), error:       868.16736, best error:       787.94739 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 99.1172409058s, input_fired_time: 0.9687538743, output_fired_time: 0.6390348673, propagate_forward_time: 39.6327705383, propagate_backward_time: 55.6984024048, weight_update_time: 0.1148513258, other_time: 2.1782722473
epoch time: 8.4132041931s, input_fired_time: 0.1084601432, output_fired_time: 0.0000000000, propagate_forward_time: 7.9179124832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868312836
validation[          , genome  7127] predictions:    9738/  10000 (97.38%), best:    9768/10000 (97.68%), error:       848.69409, best error:       787.94739 on epoch:    22, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 105.2497406006s, input_fired_time: 0.9953587055, output_fired_time: 0.6658816338, propagate_forward_time: 41.6646690369, propagate_backward_time: 59.6400871277, weight_update_time: 0.1212001219, other_time: 2.2837448120
epoch time: 7.6794176102s, input_fired_time: 0.1032126024, output_fired_time: 0.0000000000, propagate_forward_time: 7.2142729759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619318008
validation[          , genome  7127] predictions:    9741/  10000 (97.41%), best:    9768/10000 (97.68%), error:       841.65607, best error:       787.94739 on epoch:    22, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 98.6929931641s, input_fired_time: 0.9657943249, output_fired_time: 0.6320129037, propagate_forward_time: 38.9931945801, propagate_backward_time: 55.9068641663, weight_update_time: 0.1150869131, other_time: 2.1951255798
epoch time: 7.5748400688s, input_fired_time: 0.1030369923, output_fired_time: 0.0000000000, propagate_forward_time: 7.1096839905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621191978
validation[          , genome  7127] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       769.35083, best error:       769.35083 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 91.2833938599s, input_fired_time: 0.9458420873, output_fired_time: 0.6039078832, propagate_forward_time: 36.3231887817, propagate_backward_time: 51.2908782959, weight_update_time: 0.1083628610, other_time: 2.1195831299
epoch time: 7.6133642197s, input_fired_time: 0.1049057022, output_fired_time: 0.0000000000, propagate_forward_time: 7.1487255096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597331047
validation[          , genome  7127] predictions:    9724/  10000 (97.24%), best:    9771/10000 (97.71%), error:       950.80951, best error:       769.35083 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 91.5071411133s, input_fired_time: 0.9502835870, output_fired_time: 0.6039105058, propagate_forward_time: 36.8622131348, propagate_backward_time: 50.9503173828, weight_update_time: 0.1097554564, other_time: 2.1404113770
epoch time: 8.1554498672s, input_fired_time: 0.1117178947, output_fired_time: 0.0000000000, propagate_forward_time: 7.6418528557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4018788338
validation[          , genome  7127] predictions:    9724/  10000 (97.24%), best:    9771/10000 (97.71%), error:       885.51416, best error:       769.35083 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 93.4226684570s, input_fired_time: 0.9489422441, output_fired_time: 0.6119157076, propagate_forward_time: 36.8902206421, propagate_backward_time: 52.8295021057, weight_update_time: 0.1103931069, other_time: 2.1420860291
epoch time: 9.0189380646s, input_fired_time: 0.1123879701, output_fired_time: 0.0000000000, propagate_forward_time: 8.5035371780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030132294
validation[          , genome  7127] predictions:    9733/  10000 (97.33%), best:    9771/10000 (97.71%), error:       876.39935, best error:       769.35083 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 115.6996154785s, input_fired_time: 1.0351381302, output_fired_time: 0.7199932933, propagate_forward_time: 45.7522163391, propagate_backward_time: 65.8228149414, weight_update_time: 0.1252798438, other_time: 2.3694458008
epoch time: 8.6219587326s, input_fired_time: 0.1090646312, output_fired_time: 0.0000000000, propagate_forward_time: 8.1341524124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787412643
validation[          , genome  7127] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       747.18170, best error:       747.18170 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 108.6152801514s, input_fired_time: 1.0233668089, output_fired_time: 0.6838027239, propagate_forward_time: 43.1867713928, propagate_backward_time: 61.3706474304, weight_update_time: 0.1231411099, other_time: 2.3506927490
epoch time: 8.7448110580s, input_fired_time: 0.1104321033, output_fired_time: 0.0000000000, propagate_forward_time: 8.2501258850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842535019
validation[          , genome  7127] predictions:    9690/  10000 (96.90%), best:    9765/10000 (97.65%), error:      1025.58557, best error:       747.18170 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 98.3922195435s, input_fired_time: 0.9489039779, output_fired_time: 0.6338859200, propagate_forward_time: 39.1918029785, propagate_backward_time: 55.5396881104, weight_update_time: 0.1077248305, other_time: 2.0779342651
epoch time: 8.2857370377s, input_fired_time: 0.1051964387, output_fired_time: 0.0000000000, propagate_forward_time: 7.8220863342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584547043
validation[          , genome  7127] predictions:    9764/  10000 (97.64%), best:    9765/10000 (97.65%), error:       757.52271, best error:       747.18170 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 107.6802444458s, input_fired_time: 1.0022722483, output_fired_time: 0.6783846617, propagate_forward_time: 43.1058197021, propagate_backward_time: 60.6640853882, weight_update_time: 0.1175733358, other_time: 2.2296829224
epoch time: 7.9743971825s, input_fired_time: 0.1095331237, output_fired_time: 0.0000000000, propagate_forward_time: 7.4800858498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847780228
validation[          , genome  7127] predictions:    9721/  10000 (97.21%), best:    9765/10000 (97.65%), error:       913.80286, best error:       747.18170 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 107.5080947876s, input_fired_time: 1.0279357433, output_fired_time: 0.6802978516, propagate_forward_time: 42.7225837708, propagate_backward_time: 60.7495536804, weight_update_time: 0.1232973263, other_time: 2.3277206421
epoch time: 8.1150197983s, input_fired_time: 0.1031145453, output_fired_time: 0.0000000000, propagate_forward_time: 7.6488699913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630356789
validation[          , genome  7127] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       727.92529, best error:       727.92529 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 101.4304046631s, input_fired_time: 0.9564846158, output_fired_time: 0.6314704418, propagate_forward_time: 39.8535537720, propagate_backward_time: 57.8150253296, weight_update_time: 0.1138892546, other_time: 2.1738739014
epoch time: 10.1493873596s, input_fired_time: 0.1226670444, output_fired_time: 0.0000000000, propagate_forward_time: 9.5944099426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323101044
validation[          , genome  7127] predictions:    9739/  10000 (97.39%), best:    9760/10000 (97.60%), error:       862.79071, best error:       727.92529 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 104.6535797119s, input_fired_time: 1.0062620640, output_fired_time: 0.6659083366, propagate_forward_time: 41.7145729065, propagate_backward_time: 59.0041694641, weight_update_time: 0.1203280985, other_time: 2.2626647949
epoch time: 8.2362146378s, input_fired_time: 0.1041016057, output_fired_time: 0.0000000000, propagate_forward_time: 7.7691717148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629417419
validation[          , genome  7127] predictions:    9752/  10000 (97.52%), best:    9760/10000 (97.60%), error:       781.80743, best error:       727.92529 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 96.5605392456s, input_fired_time: 0.9622169137, output_fired_time: 0.6197842360, propagate_forward_time: 38.4019546509, propagate_backward_time: 54.4346771240, weight_update_time: 0.1112851277, other_time: 2.1419067383
epoch time: 7.6704549789s, input_fired_time: 0.1064423248, output_fired_time: 0.0000000000, propagate_forward_time: 7.2042551041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597574234
validation[          , genome  7127] predictions:    9776/  10000 (97.76%), best:    9760/10000 (97.60%), error:       780.08752, best error:       727.92529 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 103.5820846558s, input_fired_time: 1.0060720444, output_fired_time: 0.6584867835, propagate_forward_time: 41.2706680298, propagate_backward_time: 58.3749618530, weight_update_time: 0.1185719892, other_time: 2.2718963623
epoch time: 8.2191925049s, input_fired_time: 0.1071166098, output_fired_time: 0.0000000000, propagate_forward_time: 7.7412552834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708205223
validation[          , genome  7127] predictions:    9742/  10000 (97.42%), best:    9760/10000 (97.60%), error:       818.20203, best error:       727.92529 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 99.4576339722s, input_fired_time: 0.9754345417, output_fired_time: 0.6367849708, propagate_forward_time: 39.9556465149, propagate_backward_time: 55.7567901611, weight_update_time: 0.1120444983, other_time: 2.1329765320
epoch time: 7.7419266701s, input_fired_time: 0.1089363992, output_fired_time: 0.0000000000, propagate_forward_time: 7.2649941444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679962158
validation[          , genome  7127] predictions:    9752/  10000 (97.52%), best:    9760/10000 (97.60%), error:       796.38379, best error:       727.92529 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 110.3412933350s, input_fired_time: 1.0258443356, output_fired_time: 0.6907805800, propagate_forward_time: 43.8172683716, propagate_backward_time: 62.4839897156, weight_update_time: 0.1218767539, other_time: 2.3234138489
epoch time: 9.8801460266s, input_fired_time: 0.1214940548, output_fired_time: 0.0000000000, propagate_forward_time: 9.3307962418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278554916
validation[          , genome  7127] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       705.02484, best error:       705.02484 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 114.1957168579s, input_fired_time: 1.0486215353, output_fired_time: 0.7066227198, propagate_forward_time: 45.3362693787, propagate_backward_time: 64.7159881592, weight_update_time: 0.1251423061, other_time: 2.3882141113
epoch time: 10.9088811874s, input_fired_time: 0.1316469759, output_fired_time: 0.0000000000, propagate_forward_time: 10.3233737946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4538602829
validation[          , genome  7127] predictions:    9770/  10000 (97.70%), best:    9778/10000 (97.78%), error:       769.13696, best error:       705.02484 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 111.7478485107s, input_fired_time: 1.0324954987, output_fired_time: 0.6954813004, propagate_forward_time: 44.7376213074, propagate_backward_time: 62.9457931519, weight_update_time: 0.1228330731, other_time: 2.3364639282
epoch time: 10.5724191666s, input_fired_time: 0.1343781799, output_fired_time: 0.0000000000, propagate_forward_time: 9.9871168137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509239197
validation[          , genome  7127] predictions:    9760/  10000 (97.60%), best:    9778/10000 (97.78%), error:       847.67792, best error:       705.02484 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 108.8567352295s, input_fired_time: 1.0244756937, output_fired_time: 0.6850966215, propagate_forward_time: 43.5847892761, propagate_backward_time: 61.2709503174, weight_update_time: 0.1205018610, other_time: 2.2914237976
epoch time: 7.5909161568s, input_fired_time: 0.1048377380, output_fired_time: 0.0000000000, propagate_forward_time: 7.1368441582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3492341042
validation[          , genome  7127] predictions:    9765/  10000 (97.65%), best:    9778/10000 (97.78%), error:       793.40240, best error:       705.02484 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 99.2294082642s, input_fired_time: 0.9898518920, output_fired_time: 0.6357291341, propagate_forward_time: 39.4538078308, propagate_backward_time: 55.9413757324, weight_update_time: 0.1156850979, other_time: 2.2086448669
epoch time: 7.6375403404s, input_fired_time: 0.1071493700, output_fired_time: 0.0000000000, propagate_forward_time: 7.1765837669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538069725
validation[          , genome  7127] predictions:    9779/  10000 (97.79%), best:    9778/10000 (97.78%), error:       733.89166, best error:       705.02484 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 94.2893218994s, input_fired_time: 0.9684657454, output_fired_time: 0.6136383414, propagate_forward_time: 37.2528419495, propagate_backward_time: 53.2973785400, weight_update_time: 0.1128915399, other_time: 2.1569938660
epoch time: 7.6611118317s, input_fired_time: 0.1063456535, output_fired_time: 0.0000000000, propagate_forward_time: 7.1888580322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659081459
validation[          , genome  7127] predictions:    9760/  10000 (97.60%), best:    9778/10000 (97.78%), error:       810.57513, best error:       705.02484 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 95.6996307373s, input_fired_time: 0.9774618745, output_fired_time: 0.6193841100, propagate_forward_time: 38.0290451050, propagate_backward_time: 53.9125137329, weight_update_time: 0.1134759411, other_time: 2.1612243652
epoch time: 7.7557458878s, input_fired_time: 0.1071268395, output_fired_time: 0.0000000000, propagate_forward_time: 7.2873334885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612856865
validation[          , genome  7127] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       689.12384, best error:       689.12384 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 100.0215988159s, input_fired_time: 0.9950802922, output_fired_time: 0.6426441669, propagate_forward_time: 39.4926910400, propagate_backward_time: 56.6719932556, weight_update_time: 0.1172886416, other_time: 2.2191886902
epoch time: 7.6204380989s, input_fired_time: 0.1060397997, output_fired_time: 0.0000000000, propagate_forward_time: 7.1591844559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552136421
validation[          , genome  7127] predictions:    9768/  10000 (97.68%), best:    9787/10000 (97.87%), error:       727.85535, best error:       689.12384 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 90.7986831665s, input_fired_time: 0.9492179751, output_fired_time: 0.5957939029, propagate_forward_time: 35.9932708740, propagate_backward_time: 51.1489868164, weight_update_time: 0.1096870378, other_time: 2.1114120483
epoch time: 7.6210832596s, input_fired_time: 0.1053268164, output_fired_time: 0.0000000000, propagate_forward_time: 7.1640305519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517260551
validation[          , genome  7127] predictions:    9777/  10000 (97.77%), best:    9787/10000 (97.87%), error:       728.44672, best error:       689.12384 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 92.2584915161s, input_fired_time: 0.9527626038, output_fired_time: 0.6075538397, propagate_forward_time: 36.4044570923, propagate_backward_time: 52.1982917786, weight_update_time: 0.1101142839, other_time: 2.0954246521
epoch time: 9.2840499878s, input_fired_time: 0.1221657768, output_fired_time: 0.0000000000, propagate_forward_time: 8.7502050400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4116792679
validation[          , genome  7127] predictions:    9729/  10000 (97.29%), best:    9787/10000 (97.87%), error:       883.55627, best error:       689.12384 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 97.4253387451s, input_fired_time: 0.9760774374, output_fired_time: 0.6224833131, propagate_forward_time: 38.4762496948, propagate_backward_time: 55.1697387695, weight_update_time: 0.1146489531, other_time: 2.1807937622
epoch time: 7.5933628082s, input_fired_time: 0.1052211523, output_fired_time: 0.0000000000, propagate_forward_time: 7.1305890083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575525284
validation[          , genome  7127] predictions:    9752/  10000 (97.52%), best:    9787/10000 (97.87%), error:       818.17297, best error:       689.12384 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 98.2295303345s, input_fired_time: 0.9795708060, output_fired_time: 0.6292092204, propagate_forward_time: 39.0194816589, propagate_backward_time: 55.4144096375, weight_update_time: 0.1141784117, other_time: 2.1868591309
epoch time: 8.7437925339s, input_fired_time: 0.1181860268, output_fired_time: 0.0000000000, propagate_forward_time: 8.2393245697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862819672
validation[          , genome  7127] predictions:    9709/  10000 (97.09%), best:    9787/10000 (97.87%), error:       917.97913, best error:       689.12384 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 97.8165512085s, input_fired_time: 0.9896053076, output_fired_time: 0.6314294338, propagate_forward_time: 38.9255294800, propagate_backward_time: 55.0690956116, weight_update_time: 0.1158775985, other_time: 2.2008857727
epoch time: 10.5160722733s, input_fired_time: 0.1357267797, output_fired_time: 0.0000000000, propagate_forward_time: 9.9213657379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589796066
validation[          , genome  7127] predictions:    9747/  10000 (97.47%), best:    9787/10000 (97.87%), error:       833.53864, best error:       689.12384 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 93.8807373047s, input_fired_time: 0.9738343954, output_fired_time: 0.6124255061, propagate_forward_time: 37.3126907349, propagate_backward_time: 52.8276748657, weight_update_time: 0.1110990793, other_time: 2.1541137695
epoch time: 7.5090465546s, input_fired_time: 0.1071263999, output_fired_time: 0.0000000000, propagate_forward_time: 7.0421886444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597316742
validation[          , genome  7127] predictions:    9780/  10000 (97.80%), best:    9787/10000 (97.87%), error:       755.82861, best error:       689.12384 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 100.9710540771s, input_fired_time: 1.0126823187, output_fired_time: 0.6466087699, propagate_forward_time: 40.0809249878, propagate_backward_time: 56.9516639709, weight_update_time: 0.1178222969, other_time: 2.2791786194
epoch time: 7.3007736206s, input_fired_time: 0.1044699773, output_fired_time: 0.0000000000, propagate_forward_time: 6.8429899216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533139229
validation[          , genome  7127] predictions:    9767/  10000 (97.67%), best:    9787/10000 (97.87%), error:       746.28107, best error:       689.12384 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 92.1668395996s, input_fired_time: 0.9601802826, output_fired_time: 0.5958458185, propagate_forward_time: 36.4786071777, propagate_backward_time: 51.9953079224, weight_update_time: 0.1117963716, other_time: 2.1368942261
epoch time: 7.5341587067s, input_fired_time: 0.1057383120, output_fired_time: 0.0000000000, propagate_forward_time: 7.0784316063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499889374
validation[          , genome  7127] predictions:    9765/  10000 (97.65%), best:    9787/10000 (97.87%), error:       782.70740, best error:       689.12384 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 89.2116088867s, input_fired_time: 0.9507641196, output_fired_time: 0.5841144919, propagate_forward_time: 35.3305473328, propagate_backward_time: 50.2553253174, weight_update_time: 0.1093988344, other_time: 2.0908546448
epoch time: 7.2493777275s, input_fired_time: 0.1050646678, output_fired_time: 0.0000000000, propagate_forward_time: 6.7894587517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548541069
validation[          , genome  7127] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       683.42224, best error:       683.42224 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 97.4290466309s, input_fired_time: 0.9839209914, output_fired_time: 0.6279304028, propagate_forward_time: 38.5923385620, propagate_backward_time: 55.0270309448, weight_update_time: 0.1151257306, other_time: 2.1978302002
epoch time: 7.5380811691s, input_fired_time: 0.1051714271, output_fired_time: 0.0000000000, propagate_forward_time: 7.0769252777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3559846878
validation[          , genome  7127] predictions:    9740/  10000 (97.40%), best:    9798/10000 (97.98%), error:       868.88129, best error:       683.42224 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 90.5807189941s, input_fired_time: 0.9409920573, output_fired_time: 0.5891886353, propagate_forward_time: 35.6567001343, propagate_backward_time: 51.3150482178, weight_update_time: 0.1091119945, other_time: 2.0787887573
epoch time: 7.5180187225s, input_fired_time: 0.1046532616, output_fired_time: 0.0000000000, propagate_forward_time: 7.0530576706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3603076935
validation[          , genome  7127] predictions:    9723/  10000 (97.23%), best:    9798/10000 (97.98%), error:       951.36633, best error:       683.42224 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 99.8467788696s, input_fired_time: 0.9872865081, output_fired_time: 0.6429123282, propagate_forward_time: 39.4057960510, propagate_backward_time: 56.6130752563, weight_update_time: 0.1161093041, other_time: 2.1977043152
epoch time: 7.4910774231s, input_fired_time: 0.1047286540, output_fired_time: 0.0000000000, propagate_forward_time: 7.0351490974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3511996269
validation[          , genome  7127] predictions:    9747/  10000 (97.47%), best:    9798/10000 (97.98%), error:       820.12268, best error:       683.42224 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 93.8935546875s, input_fired_time: 0.9456122518, output_fired_time: 0.6127724051, propagate_forward_time: 37.2098197937, propagate_backward_time: 53.0407562256, weight_update_time: 0.1100610346, other_time: 2.0845985413
epoch time: 8.6345586777s, input_fired_time: 0.1146204323, output_fired_time: 0.0000000000, propagate_forward_time: 8.1352214813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847169876
validation[          , genome  7127] predictions:    9737/  10000 (97.37%), best:    9798/10000 (97.98%), error:       881.05231, best error:       683.42224 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 103.0082550049s, input_fired_time: 1.0016831160, output_fired_time: 0.6552992463, propagate_forward_time: 40.7999610901, propagate_backward_time: 58.3143577576, weight_update_time: 0.1188060343, other_time: 2.2369537354
epoch time: 9.0753078461s, input_fired_time: 0.1200993136, output_fired_time: 0.0000000000, propagate_forward_time: 8.5510129929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4041957855
validation[          , genome  7127] predictions:    9760/  10000 (97.60%), best:    9798/10000 (97.98%), error:       805.62360, best error:       683.42224 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 112.6002578735s, input_fired_time: 1.0547205210, output_fired_time: 0.7017818689, propagate_forward_time: 44.9126968384, propagate_backward_time: 63.5414619446, weight_update_time: 0.1275431812, other_time: 2.3895988464
epoch time: 7.7404026985s, input_fired_time: 0.1072646081, output_fired_time: 0.0000000000, propagate_forward_time: 7.2734031677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597350121
validation[          , genome  7127] predictions:    9768/  10000 (97.68%), best:    9798/10000 (97.98%), error:       762.74756, best error:       683.42224 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 93.4106140137s, input_fired_time: 0.9668545127, output_fired_time: 0.6083799005, propagate_forward_time: 37.4345741272, propagate_backward_time: 52.2823638916, weight_update_time: 0.1119428352, other_time: 2.1184349060
epoch time: 8.1277599335s, input_fired_time: 0.1134596169, output_fired_time: 0.0000000000, propagate_forward_time: 7.6163759232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979244232
validation[          , genome  7127] predictions:    9769/  10000 (97.69%), best:    9798/10000 (97.98%), error:       757.43176, best error:       683.42224 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 100.7477645874s, input_fired_time: 0.9917712212, output_fired_time: 0.6492014527, propagate_forward_time: 39.6778335571, propagate_backward_time: 57.2395477295, weight_update_time: 0.1166838557, other_time: 2.1894149780
epoch time: 8.8419008255s, input_fired_time: 0.1170984805, output_fired_time: 0.0000000000, propagate_forward_time: 8.3352012634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896007538
validation[          , genome  7127] predictions:    9757/  10000 (97.57%), best:    9798/10000 (97.98%), error:       831.82007, best error:       683.42224 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 102.5332489014s, input_fired_time: 1.0109634399, output_fired_time: 0.6511781812, propagate_forward_time: 40.6730003357, propagate_backward_time: 57.9297561646, weight_update_time: 0.1196225956, other_time: 2.2683525085
epoch time: 9.8048810959s, input_fired_time: 0.1282835305, output_fired_time: 0.0000000000, propagate_forward_time: 9.2525959015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240016937
validation[          , genome  7127] predictions:    9729/  10000 (97.29%), best:    9798/10000 (97.98%), error:       955.97986, best error:       683.42224 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 101.5281143188s, input_fired_time: 0.9894146323, output_fired_time: 0.6390675306, propagate_forward_time: 40.5071144104, propagate_backward_time: 57.1890296936, weight_update_time: 0.1144177467, other_time: 2.2034835815
epoch time: 8.1845951080s, input_fired_time: 0.1072684452, output_fired_time: 0.0000000000, propagate_forward_time: 7.7074489594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698778152
validation[          , genome  7127] predictions:    9738/  10000 (97.38%), best:    9798/10000 (97.98%), error:       860.43268, best error:       683.42224 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 104.5116195679s, input_fired_time: 0.9898560643, output_fired_time: 0.6749784350, propagate_forward_time: 40.9846534729, propagate_backward_time: 59.6996612549, weight_update_time: 0.1121720448, other_time: 2.1624717712
epoch time: 10.9226284027s, input_fired_time: 0.1322500557, output_fired_time: 0.0000000000, propagate_forward_time: 10.3343620300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4560165405
validation[          , genome  7127] predictions:    9584/  10000 (95.84%), best:    9798/10000 (97.98%), error:      1417.94690, best error:       683.42224 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 112.3323211670s, input_fired_time: 1.0503526926, output_fired_time: 0.7190170884, propagate_forward_time: 44.8118171692, propagate_backward_time: 63.4135017395, weight_update_time: 0.1240002736, other_time: 2.3376274109
epoch time: 8.4405965805s, input_fired_time: 0.1141057983, output_fired_time: 0.0000000000, propagate_forward_time: 7.9555416107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709487915
validation[          , genome  7127] predictions:    9792/  10000 (97.92%), best:    9798/10000 (97.98%), error:       703.83215, best error:       683.42224 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 100.1381759644s, input_fired_time: 0.9952238202, output_fired_time: 0.6334863305, propagate_forward_time: 40.0061073303, propagate_backward_time: 56.3192367554, weight_update_time: 0.1161393300, other_time: 2.1841239929
epoch time: 10.2370843887s, input_fired_time: 0.1333100945, output_fired_time: 0.0000000000, propagate_forward_time: 9.6602725983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435014725
validation[          , genome  7127] predictions:    9718/  10000 (97.18%), best:    9798/10000 (97.98%), error:       928.11011, best error:       683.42224 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 107.8028640747s, input_fired_time: 1.0393214226, output_fired_time: 0.6753152013, propagate_forward_time: 42.8967514038, propagate_backward_time: 60.8751678467, weight_update_time: 0.1235854626, other_time: 2.3163070679
epoch time: 8.7014970779s, input_fired_time: 0.1176064834, output_fired_time: 0.0000000000, propagate_forward_time: 8.1975822449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3863086700
validation[          , genome  7127] predictions:    9717/  10000 (97.17%), best:    9798/10000 (97.98%), error:       981.63977, best error:       683.42224 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 91.1543350220s, input_fired_time: 0.9546450973, output_fired_time: 0.5986406207, propagate_forward_time: 36.1442070007, propagate_backward_time: 51.3915557861, weight_update_time: 0.1091376990, other_time: 2.0652885437
epoch time: 7.6953668594s, input_fired_time: 0.1083013341, output_fired_time: 0.0000000000, propagate_forward_time: 7.2368826866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501830101
validation[          , genome  7127] predictions:    9715/  10000 (97.15%), best:    9798/10000 (97.98%), error:       908.81738, best error:       683.42224 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 98.3752365112s, input_fired_time: 0.9962200522, output_fired_time: 0.6365210414, propagate_forward_time: 38.9133224487, propagate_backward_time: 55.6638259888, weight_update_time: 0.1150836274, other_time: 2.1653442383
epoch time: 8.0795612335s, input_fired_time: 0.1074960902, output_fired_time: 0.0000000000, propagate_forward_time: 7.6114382744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606266975
validation[          , genome  7127] predictions:    9795/  10000 (97.95%), best:    9798/10000 (97.98%), error:       694.87592, best error:       683.42224 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 96.1034927368s, input_fired_time: 0.9757083058, output_fired_time: 0.6200443506, propagate_forward_time: 38.0542945862, propagate_backward_time: 54.3572921753, weight_update_time: 0.1117519066, other_time: 2.0961570740
epoch time: 7.6849679947s, input_fired_time: 0.1087947264, output_fired_time: 0.0000000000, propagate_forward_time: 7.2187948227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573784828
validation[          , genome  7127] predictions:    9743/  10000 (97.43%), best:    9798/10000 (97.98%), error:       852.15747, best error:       683.42224 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 103.0728225708s, input_fired_time: 1.0163971186, output_fired_time: 0.6519536376, propagate_forward_time: 40.7629661560, propagate_backward_time: 58.3835830688, weight_update_time: 0.1191141531, other_time: 2.2579231262
epoch time: 10.7385768890s, input_fired_time: 0.1326499134, output_fired_time: 0.0000000000, propagate_forward_time: 10.1575059891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484205246
validation[          , genome  7127] predictions:    9728/  10000 (97.28%), best:    9798/10000 (97.98%), error:       941.86450, best error:       683.42224 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 99.0800323486s, input_fired_time: 0.9745465517, output_fired_time: 0.6407400370, propagate_forward_time: 39.0773811340, propagate_backward_time: 56.2671318054, weight_update_time: 0.1097486392, other_time: 2.1202316284
epoch time: 9.0177640915s, input_fired_time: 0.1158572435, output_fired_time: 0.0000000000, propagate_forward_time: 8.5069370270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949699402
validation[          , genome  7127] predictions:    9737/  10000 (97.37%), best:    9798/10000 (97.98%), error:       881.31848, best error:       683.42224 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 99.8677368164s, input_fired_time: 0.9949116111, output_fired_time: 0.6363343596, propagate_forward_time: 39.8818511963, propagate_backward_time: 56.1667060852, weight_update_time: 0.1163886860, other_time: 2.1879310608
epoch time: 10.4061279297s, input_fired_time: 0.1353504211, output_fired_time: 0.0000000000, propagate_forward_time: 9.8265142441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442634583
validation[          , genome  7127] predictions:    9760/  10000 (97.60%), best:    9798/10000 (97.98%), error:       792.72485, best error:       683.42224 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 102.4011230469s, input_fired_time: 1.0113025904, output_fired_time: 0.6507604718, propagate_forward_time: 40.5275802612, propagate_backward_time: 57.9843673706, weight_update_time: 0.1186498553, other_time: 2.2271194458
epoch time: 7.4794397354s, input_fired_time: 0.1057422385, output_fired_time: 0.0000000000, propagate_forward_time: 7.0216679573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520293236
validation[          , genome  7127] predictions:    9779/  10000 (97.79%), best:    9798/10000 (97.98%), error:       768.75177, best error:       683.42224 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 104.8861541748s, input_fired_time: 1.0286173820, output_fired_time: 0.6672211289, propagate_forward_time: 41.9595298767, propagate_backward_time: 58.9315261841, weight_update_time: 0.1211170107, other_time: 2.2992591858
epoch time: 9.9380788803s, input_fired_time: 0.1282912493, output_fired_time: 0.0000000000, propagate_forward_time: 9.3754043579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343833923
validation[          , genome  7127] predictions:    9770/  10000 (97.70%), best:    9798/10000 (97.98%), error:       779.62109, best error:       683.42224 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 95.8026351929s, input_fired_time: 0.9897117019, output_fired_time: 0.6123051643, propagate_forward_time: 38.6410140991, propagate_backward_time: 53.3869132996, weight_update_time: 0.1154809147, other_time: 2.1726951599
epoch time: 7.9785447121s, input_fired_time: 0.1109948829, output_fired_time: 0.0000000000, propagate_forward_time: 7.5044918060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630580902
validation[          , genome  7127] predictions:    9723/  10000 (97.23%), best:    9798/10000 (97.98%), error:       900.27527, best error:       683.42224 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 110.3626098633s, input_fired_time: 1.0633193254, output_fired_time: 0.6967931986, propagate_forward_time: 43.9599304199, propagate_backward_time: 62.2867469788, weight_update_time: 0.1234479025, other_time: 2.3558235168
epoch time: 9.1186571121s, input_fired_time: 0.1242107302, output_fired_time: 0.0000000000, propagate_forward_time: 8.5895538330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4048929214
validation[          , genome  7127] predictions:    9763/  10000 (97.63%), best:    9798/10000 (97.98%), error:       807.08618, best error:       683.42224 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 91.3324966431s, input_fired_time: 0.9663668871, output_fired_time: 0.5991926789, propagate_forward_time: 36.4072113037, propagate_backward_time: 51.2204971313, weight_update_time: 0.1113361418, other_time: 2.1392288208
epoch time: 9.8205022812s, input_fired_time: 0.1271205992, output_fired_time: 0.0000000000, propagate_forward_time: 9.2742195129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191617966
validation[          , genome  7127] predictions:    9778/  10000 (97.78%), best:    9798/10000 (97.98%), error:       755.81927, best error:       683.42224 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 97.4414596558s, input_fired_time: 0.9875714183, output_fired_time: 0.6332059503, propagate_forward_time: 38.3763275146, propagate_backward_time: 55.2613105774, weight_update_time: 0.1145113260, other_time: 2.1830406189
epoch time: 8.6439924240s, input_fired_time: 0.1169034615, output_fired_time: 0.0000000000, propagate_forward_time: 8.1451721191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819169998
validation[          , genome  7127] predictions:    9685/  10000 (96.85%), best:    9798/10000 (97.98%), error:      1064.56897, best error:       683.42224 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 98.0946273804s, input_fired_time: 1.0024203062, output_fired_time: 0.6308500767, propagate_forward_time: 39.0248413086, propagate_backward_time: 55.2566795349, weight_update_time: 0.1158005223, other_time: 2.1798362732
epoch time: 10.0957241058s, input_fired_time: 0.1330841482, output_fired_time: 0.0000000000, propagate_forward_time: 9.5287122726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339275360
validation[          , genome  7127] predictions:    9707/  10000 (97.07%), best:    9798/10000 (97.98%), error:       938.02771, best error:       683.42224 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 95.2270431519s, input_fired_time: 0.9817705750, output_fired_time: 0.6125628352, propagate_forward_time: 37.6764259338, propagate_backward_time: 53.8284378052, weight_update_time: 0.1137426794, other_time: 2.1278419495
epoch time: 7.6954879761s, input_fired_time: 0.1083939224, output_fired_time: 0.0000000000, propagate_forward_time: 7.2371306419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499631882
validation[          , genome  7127] predictions:    9777/  10000 (97.77%), best:    9798/10000 (97.98%), error:       724.95966, best error:       683.42224 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 98.2553253174s, input_fired_time: 0.9919930696, output_fired_time: 0.6237332821, propagate_forward_time: 39.0216522217, propagate_backward_time: 55.4215545654, weight_update_time: 0.1161650121, other_time: 2.1963882446
epoch time: 10.3140830994s, input_fired_time: 0.1295897961, output_fired_time: 0.0000000000, propagate_forward_time: 9.7511596680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333333969
validation[          , genome  7127] predictions:    9734/  10000 (97.34%), best:    9798/10000 (97.98%), error:       833.80786, best error:       683.42224 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 93.6340789795s, input_fired_time: 0.9678874016, output_fired_time: 0.6074875593, propagate_forward_time: 37.0828475952, propagate_backward_time: 52.8820114136, weight_update_time: 0.1112766638, other_time: 2.0938415527
epoch time: 7.5126004219s, input_fired_time: 0.1076945737, output_fired_time: 0.0000000000, propagate_forward_time: 7.0582218170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466839790
validation[          , genome  7127] predictions:    9755/  10000 (97.55%), best:    9798/10000 (97.98%), error:       780.63422, best error:       683.42224 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 105.0985870361s, input_fired_time: 1.0397061110, output_fired_time: 0.6727796793, propagate_forward_time: 41.8145179749, propagate_backward_time: 59.3033752441, weight_update_time: 0.1202502623, other_time: 2.2682075500
epoch time: 7.7443733215s, input_fired_time: 0.1098495722, output_fired_time: 0.0000000000, propagate_forward_time: 7.2767939568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577299118
validation[          , genome  7127] predictions:    9749/  10000 (97.49%), best:    9798/10000 (97.98%), error:       903.40918, best error:       683.42224 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 99.2658157349s, input_fired_time: 1.0020948648, output_fired_time: 0.6336176395, propagate_forward_time: 39.0604515076, propagate_backward_time: 56.3817749023, weight_update_time: 0.1167315468, other_time: 2.1878700256
epoch time: 9.2150602341s, input_fired_time: 0.1257565618, output_fired_time: 0.0000000000, propagate_forward_time: 8.6783819199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109220505
validation[          , genome  7127] predictions:    9775/  10000 (97.75%), best:    9798/10000 (97.98%), error:       779.05688, best error:       683.42224 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 104.6275711060s, input_fired_time: 1.0285110474, output_fired_time: 0.6620748043, propagate_forward_time: 41.3751678467, propagate_backward_time: 59.2998695374, weight_update_time: 0.1214151233, other_time: 2.2619514465
epoch time: 7.5968661308s, input_fired_time: 0.1098974049, output_fired_time: 0.0000000000, propagate_forward_time: 7.1285829544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583855629
validation[          , genome  7127] predictions:    9723/  10000 (97.23%), best:    9798/10000 (97.98%), error:       891.27142, best error:       683.42224 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 98.9527206421s, input_fired_time: 1.0059376955, output_fired_time: 0.6344563961, propagate_forward_time: 39.1969108582, propagate_backward_time: 55.9285278320, weight_update_time: 0.1169128641, other_time: 2.1868934631
epoch time: 7.6313810349s, input_fired_time: 0.1085073650, output_fired_time: 0.0000000000, propagate_forward_time: 7.1719613075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509125710
validation[          , genome  7127] predictions:    9788/  10000 (97.88%), best:    9798/10000 (97.98%), error:       689.76074, best error:       683.42224 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 89.6956176758s, input_fired_time: 0.9627432823, output_fired_time: 0.5891308188, propagate_forward_time: 35.8291816711, propagate_backward_time: 50.2397575378, weight_update_time: 0.1090701669, other_time: 2.0747985840
epoch time: 7.8688793182s, input_fired_time: 0.1120522544, output_fired_time: 0.0000000000, propagate_forward_time: 7.3878269196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689999580
validation[          , genome  7127] predictions:    9735/  10000 (97.35%), best:    9798/10000 (97.98%), error:       909.53363, best error:       683.42224 on epoch:    65, 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: 39.1087379456s, input_fired_time: 0.5491670370, output_fired_time: 0.0000000000, propagate_forward_time: 36.6963195801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8632507324
best training[          , genome  7127] predictions:   49730/  50000 (99.46%), best:    9798/10000 (97.98%), error:      1195.24573, best error:       683.42224 on epoch:    65, 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: 8.7471351624s, input_fired_time: 0.1162917614, output_fired_time: 0.0000000000, propagate_forward_time: 8.2397823334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910608292
   testing[          , genome  7127] predictions:    9819/  10000 (98.19%), best:    9798/10000 (97.98%), error:       617.35071, best error:       683.42224 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:07:56 (45388): called boinc_finish(0)

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