Nameexact_genome_1512568488_42_5031_1
Workunit2596348
Created7 Dec 2017, 12:50:48 UTC
Sent7 Dec 2017, 12:58:57 UTC
Report deadline10 Dec 2017, 13:08:28 UTC
Received7 Dec 2017, 22:42:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time1 hours 44 min 54 sec
CPU time1 hours 44 min 1 sec
Validate stateValid
Credit751.65
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.95 MB
Peak swap size158.31 MB
Peak disk usage2.04 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0713339075, output_fired_time: 0.0000000000, propagate_forward_time: 4.2601580620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4125714302
validation[          , genome  5031] predictions:    9600/  10000 (96.00%), best:    9632/10000 (96.32%), error:      1325.15918, best error:      1296.12732 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 56.3864288330s, input_fired_time: 0.5169552565, output_fired_time: 0.4680906236, propagate_forward_time: 21.2291316986, propagate_backward_time: 31.7462024689, weight_update_time: 0.1213672087, other_time: 2.4260463715
epoch time: 4.7800045013s, input_fired_time: 0.0662942007, output_fired_time: 0.0000000000, propagate_forward_time: 4.2832636833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304466248
validation[          , genome  5031] predictions:    9622/  10000 (96.22%), best:    9632/10000 (96.32%), error:      1313.78967, best error:      1296.12732 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 56.7602462769s, input_fired_time: 0.5281651616, output_fired_time: 0.4787592292, propagate_forward_time: 21.3569545746, propagate_backward_time: 31.9043617249, weight_update_time: 0.1222154796, other_time: 2.4920082092
epoch time: 4.7122893333s, input_fired_time: 0.0644570962, output_fired_time: 0.0000000000, propagate_forward_time: 4.2339468002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138855934
validation[          , genome  5031] predictions:    9606/  10000 (96.06%), best:    9632/10000 (96.32%), error:      1336.35706, best error:      1296.12732 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 57.1624832153s, input_fired_time: 0.5349463224, output_fired_time: 0.4718093872, propagate_forward_time: 21.4279632568, propagate_backward_time: 32.1673393250, weight_update_time: 0.1236074641, other_time: 2.5604248047
epoch time: 4.6976666451s, input_fired_time: 0.0642845109, output_fired_time: 0.0000000000, propagate_forward_time: 4.2223052979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110770226
validation[          , genome  5031] predictions:    9633/  10000 (96.33%), best:    9632/10000 (96.32%), error:      1304.63391, best error:      1296.12732 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 56.3812446594s, input_fired_time: 0.5230374336, output_fired_time: 0.4626778960, propagate_forward_time: 21.2092113495, propagate_backward_time: 31.7583084106, weight_update_time: 0.1213137880, other_time: 2.4280090332
epoch time: 4.8163852692s, input_fired_time: 0.0707328767, output_fired_time: 0.0000000000, propagate_forward_time: 4.3080849648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375672340
validation[          , genome  5031] predictions:    9627/  10000 (96.27%), best:    9627/10000 (96.27%), error:      1291.89099, best error:      1291.89099 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 55.7720718384s, input_fired_time: 0.5218549371, output_fired_time: 0.4613157511, propagate_forward_time: 20.9955005646, propagate_backward_time: 31.4021816254, weight_update_time: 0.1204626262, other_time: 2.3912220001
epoch time: 4.6980652809s, input_fired_time: 0.0660856888, output_fired_time: 0.0000000000, propagate_forward_time: 4.2198510170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4121284485
validation[          , genome  5031] predictions:    9617/  10000 (96.17%), best:    9617/10000 (96.17%), error:      1287.28125, best error:      1287.28125 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 57.0464859009s, input_fired_time: 0.5424414277, output_fired_time: 0.4707687497, propagate_forward_time: 21.4382038116, propagate_backward_time: 32.1821403503, weight_update_time: 0.1211197227, other_time: 2.4129295349
epoch time: 4.7601490021s, input_fired_time: 0.0676333904, output_fired_time: 0.0000000000, propagate_forward_time: 4.2795662880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4129490852
validation[          , genome  5031] predictions:    9596/  10000 (95.96%), best:    9617/10000 (96.17%), error:      1320.11475, best error:      1287.28125 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 56.4349670410s, input_fired_time: 0.5235569477, output_fired_time: 0.4708406627, propagate_forward_time: 21.2478923798, propagate_backward_time: 31.7156467438, weight_update_time: 0.1223990619, other_time: 2.4770336151
epoch time: 4.7574505806s, input_fired_time: 0.0658191890, output_fired_time: 0.0000000000, propagate_forward_time: 4.2627520561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288792610
validation[          , genome  5031] predictions:    9577/  10000 (95.77%), best:    9617/10000 (96.17%), error:      1451.14258, best error:      1287.28125 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 56.8594665527s, input_fired_time: 0.5412859917, output_fired_time: 0.4855243564, propagate_forward_time: 21.4015140533, propagate_backward_time: 31.9380283356, weight_update_time: 0.1212994978, other_time: 2.4931163788
epoch time: 4.9386024475s, input_fired_time: 0.0676670223, output_fired_time: 0.0000000000, propagate_forward_time: 4.4039683342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669671059
validation[          , genome  5031] predictions:    9588/  10000 (95.88%), best:    9617/10000 (96.17%), error:      1393.97839, best error:      1287.28125 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 56.6503601074s, input_fired_time: 0.5205268264, output_fired_time: 0.4741768539, propagate_forward_time: 21.3669128418, propagate_backward_time: 31.8869972229, weight_update_time: 0.1213872582, other_time: 2.4017448425
epoch time: 4.8712129593s, input_fired_time: 0.0671293959, output_fired_time: 0.0000000000, propagate_forward_time: 4.3557000160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4483833313
validation[          , genome  5031] predictions:    9607/  10000 (96.07%), best:    9617/10000 (96.17%), error:      1376.20422, best error:      1287.28125 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 56.0649604797s, input_fired_time: 0.5181978345, output_fired_time: 0.4632874131, propagate_forward_time: 21.1156253815, propagate_backward_time: 31.5596485138, weight_update_time: 0.1218392849, other_time: 2.4082012177
epoch time: 4.6446895599s, input_fired_time: 0.0650373101, output_fired_time: 0.0000000000, propagate_forward_time: 4.1699161530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4097361565
validation[          , genome  5031] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1223.64001, best error:      1223.64001 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 55.8605155945s, input_fired_time: 0.5163245201, output_fired_time: 0.4613074660, propagate_forward_time: 21.0511322021, propagate_backward_time: 31.4245529175, weight_update_time: 0.1205447614, other_time: 2.4071998596
epoch time: 4.7295413017s, input_fired_time: 0.0668357089, output_fired_time: 0.0000000000, propagate_forward_time: 4.2345685959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281368256
validation[          , genome  5031] predictions:    9645/  10000 (96.45%), best:    9645/10000 (96.45%), error:      1180.89075, best error:      1180.89075 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 56.1190910339s, input_fired_time: 0.5180199146, output_fired_time: 0.4632121623, propagate_forward_time: 21.1262969971, propagate_backward_time: 31.6489334106, weight_update_time: 0.1204211712, other_time: 2.3626289368
epoch time: 4.9186754227s, input_fired_time: 0.0675758049, output_fired_time: 0.0000000000, propagate_forward_time: 4.4117412567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393582344
validation[          , genome  5031] predictions:    9568/  10000 (95.68%), best:    9645/10000 (96.45%), error:      1435.99109, best error:      1180.89075 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 56.3692626953s, input_fired_time: 0.5209254622, output_fired_time: 0.4629119635, propagate_forward_time: 21.2711639404, propagate_backward_time: 31.7169666290, weight_update_time: 0.1201532409, other_time: 2.3972949982
epoch time: 4.7068223953s, input_fired_time: 0.0646460131, output_fired_time: 0.0000000000, propagate_forward_time: 4.2282538414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4139223099
validation[          , genome  5031] predictions:    9598/  10000 (95.98%), best:    9645/10000 (96.45%), error:      1349.53931, best error:      1180.89075 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 56.5037155151s, input_fired_time: 0.5256475210, output_fired_time: 0.4703941345, propagate_forward_time: 21.2336673737, propagate_backward_time: 31.8455371857, weight_update_time: 0.1272159219, other_time: 2.4284725189
epoch time: 4.6916613579s, input_fired_time: 0.0642971918, output_fired_time: 0.0000000000, propagate_forward_time: 4.2172522545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101119041
validation[          , genome  5031] predictions:    9605/  10000 (96.05%), best:    9645/10000 (96.45%), error:      1321.83606, best error:      1180.89075 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 56.2163238525s, input_fired_time: 0.5170629621, output_fired_time: 0.4656856954, propagate_forward_time: 21.2097187042, propagate_backward_time: 31.6278438568, weight_update_time: 0.1267762333, other_time: 2.3960132599
epoch time: 4.9174280167s, input_fired_time: 0.0657647774, output_fired_time: 0.0000000000, propagate_forward_time: 4.4289822578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226808548
validation[          , genome  5031] predictions:    9630/  10000 (96.30%), best:    9645/10000 (96.45%), error:      1188.79712, best error:      1180.89075 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 56.7779312134s, input_fired_time: 0.5411432981, output_fired_time: 0.4717435837, propagate_forward_time: 21.3102207184, propagate_backward_time: 32.0042419434, weight_update_time: 0.1210127324, other_time: 2.4505844116
epoch time: 4.7183485031s, input_fired_time: 0.0708209947, output_fired_time: 0.0000000000, propagate_forward_time: 4.2068781853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406495094
validation[          , genome  5031] predictions:    9608/  10000 (96.08%), best:    9645/10000 (96.45%), error:      1240.78125, best error:      1180.89075 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 56.9645156860s, input_fired_time: 0.5303279161, output_fired_time: 0.4908986688, propagate_forward_time: 21.3927631378, propagate_backward_time: 32.0590934753, weight_update_time: 0.1280966997, other_time: 2.4914360046
epoch time: 4.7404084206s, input_fired_time: 0.0657810047, output_fired_time: 0.0000000000, propagate_forward_time: 4.2629008293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117264748
validation[          , genome  5031] predictions:    9638/  10000 (96.38%), best:    9645/10000 (96.45%), error:      1272.83997, best error:      1180.89075 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 56.6310424805s, input_fired_time: 0.5308678746, output_fired_time: 0.4734285474, propagate_forward_time: 21.3355674744, propagate_backward_time: 31.8225460052, weight_update_time: 0.1263876110, other_time: 2.4686336517
epoch time: 4.8778934479s, input_fired_time: 0.0675994977, output_fired_time: 0.0000000000, propagate_forward_time: 4.3629736900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4473204613
validation[          , genome  5031] predictions:    9632/  10000 (96.32%), best:    9645/10000 (96.45%), error:      1274.50244, best error:      1180.89075 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 56.1239624023s, input_fired_time: 0.5214446187, output_fired_time: 0.4654915929, propagate_forward_time: 21.1674442291, propagate_backward_time: 31.6302165985, weight_update_time: 0.1208926886, other_time: 2.3393650055
epoch time: 4.8658576012s, input_fired_time: 0.0690508038, output_fired_time: 0.0000000000, propagate_forward_time: 4.3438224792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529843330
validation[          , genome  5031] predictions:    9619/  10000 (96.19%), best:    9645/10000 (96.45%), error:      1244.16724, best error:      1180.89075 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 56.6185989380s, input_fired_time: 0.5493874550, output_fired_time: 0.4713669419, propagate_forward_time: 21.2883892059, propagate_backward_time: 31.8187046051, weight_update_time: 0.1230382398, other_time: 2.4907512665
epoch time: 4.7281513214s, input_fired_time: 0.0664958954, output_fired_time: 0.0000000000, propagate_forward_time: 4.2462944984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153609276
validation[          , genome  5031] predictions:    9615/  10000 (96.15%), best:    9645/10000 (96.45%), error:      1348.09473, best error:      1180.89075 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 56.8342819214s, input_fired_time: 0.5394511819, output_fired_time: 0.4710569382, propagate_forward_time: 21.3968658447, propagate_backward_time: 31.9042472839, weight_update_time: 0.1229838058, other_time: 2.5226593018
epoch time: 4.7920961380s, input_fired_time: 0.0671236217, output_fired_time: 0.0000000000, propagate_forward_time: 4.2898235321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4351491928
validation[          , genome  5031] predictions:    9660/  10000 (96.60%), best:    9660/10000 (96.60%), error:      1170.11487, best error:      1170.11487 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 56.9242324829s, input_fired_time: 0.5494389534, output_fired_time: 0.4776560068, propagate_forward_time: 21.3780879974, propagate_backward_time: 31.9631748199, weight_update_time: 0.1237229779, other_time: 2.5558757782
epoch time: 4.8464417458s, input_fired_time: 0.0686720982, output_fired_time: 0.0000000000, propagate_forward_time: 4.3208656311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4569039345
validation[          , genome  5031] predictions:    9663/  10000 (96.63%), best:    9660/10000 (96.60%), error:      1194.33545, best error:      1170.11487 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 56.2357482910s, input_fired_time: 0.5221967697, output_fired_time: 0.4656826556, propagate_forward_time: 21.2066478729, propagate_backward_time: 31.6809291840, weight_update_time: 0.1204918772, other_time: 2.3602924347
epoch time: 4.6516633034s, input_fired_time: 0.0652139932, output_fired_time: 0.0000000000, propagate_forward_time: 4.1760601997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103889465
validation[          , genome  5031] predictions:    9658/  10000 (96.58%), best:    9660/10000 (96.60%), error:      1197.42957, best error:      1170.11487 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 56.5004997253s, input_fired_time: 0.5310712457, output_fired_time: 0.4730885327, propagate_forward_time: 21.2520637512, propagate_backward_time: 31.7480087280, weight_update_time: 0.1220104173, other_time: 2.4962692261
epoch time: 4.6747832298s, input_fired_time: 0.0655637980, output_fired_time: 0.0000000000, propagate_forward_time: 4.1984953880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107241631
validation[          , genome  5031] predictions:    9622/  10000 (96.22%), best:    9660/10000 (96.60%), error:      1274.14417, best error:      1170.11487 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 56.3833389282s, input_fired_time: 0.5293697119, output_fired_time: 0.4734051526, propagate_forward_time: 21.2434692383, propagate_backward_time: 31.7149963379, weight_update_time: 0.1217169166, other_time: 2.4221000671
epoch time: 4.7105340958s, input_fired_time: 0.0656401068, output_fired_time: 0.0000000000, propagate_forward_time: 4.2331514359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117426872
validation[          , genome  5031] predictions:    9629/  10000 (96.29%), best:    9660/10000 (96.60%), error:      1218.44849, best error:      1170.11487 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 55.9130287170s, input_fired_time: 0.5153083801, output_fired_time: 0.4622620940, propagate_forward_time: 21.0654754639, propagate_backward_time: 31.5161685944, weight_update_time: 0.1202262342, other_time: 2.3538150787
epoch time: 4.8830175400s, input_fired_time: 0.0655148923, output_fired_time: 0.0000000000, propagate_forward_time: 4.3892168999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282855988
validation[          , genome  5031] predictions:    9630/  10000 (96.30%), best:    9660/10000 (96.60%), error:      1227.71777, best error:      1170.11487 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 56.4352531433s, input_fired_time: 0.5291283131, output_fired_time: 0.4707970619, propagate_forward_time: 21.2732028961, propagate_backward_time: 31.7417793274, weight_update_time: 0.1232782751, other_time: 2.4203453064
epoch time: 4.7691774368s, input_fired_time: 0.0659577101, output_fired_time: 0.0000000000, propagate_forward_time: 4.2755231857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276967049
validation[          , genome  5031] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1093.78174, best error:      1093.78174 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 57.4998092651s, input_fired_time: 0.5319441557, output_fired_time: 0.4772102237, propagate_forward_time: 21.6681385040, propagate_backward_time: 32.3366851807, weight_update_time: 0.1222229898, other_time: 2.4858322144
epoch time: 4.6686787605s, input_fired_time: 0.0656709969, output_fired_time: 0.0000000000, propagate_forward_time: 4.1881012917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4149065018
validation[          , genome  5031] predictions:    9638/  10000 (96.38%), best:    9680/10000 (96.80%), error:      1237.10986, best error:      1093.78174 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 56.5893249512s, input_fired_time: 0.5259234905, output_fired_time: 0.4726121426, propagate_forward_time: 21.3199539185, propagate_backward_time: 31.8561058044, weight_update_time: 0.1210802794, other_time: 2.4147300720
epoch time: 4.7154436111s, input_fired_time: 0.0659239069, output_fired_time: 0.0000000000, propagate_forward_time: 4.2384061813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4111137390
validation[          , genome  5031] predictions:    9602/  10000 (96.02%), best:    9680/10000 (96.80%), error:      1368.18420, best error:      1093.78174 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 56.7803421021s, input_fired_time: 0.5283558369, output_fired_time: 0.4731230736, propagate_forward_time: 21.3794441223, propagate_backward_time: 31.9942703247, weight_update_time: 0.1216808781, other_time: 2.4051513672
epoch time: 4.7940559387s, input_fired_time: 0.0678028986, output_fired_time: 0.0000000000, propagate_forward_time: 4.2787599564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474930763
validation[          , genome  5031] predictions:    9584/  10000 (95.84%), best:    9680/10000 (96.80%), error:      1357.40881, best error:      1093.78174 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 56.9981689453s, input_fired_time: 0.5455101728, output_fired_time: 0.4953416586, propagate_forward_time: 21.4350185394, propagate_backward_time: 32.0683670044, weight_update_time: 0.1222769618, other_time: 2.4539337158
epoch time: 4.6493062973s, input_fired_time: 0.0657184869, output_fired_time: 0.0000000000, propagate_forward_time: 4.1741576195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094300270
validation[          , genome  5031] predictions:    9596/  10000 (95.96%), best:    9680/10000 (96.80%), error:      1285.04089, best error:      1093.78174 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 55.9887886047s, input_fired_time: 0.5174689889, output_fired_time: 0.4645049572, propagate_forward_time: 21.1288127899, propagate_backward_time: 31.5356330872, weight_update_time: 0.1199661344, other_time: 2.3423728943
epoch time: 4.6753983498s, input_fired_time: 0.0666828007, output_fired_time: 0.0000000000, propagate_forward_time: 4.1972641945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4114513397
validation[          , genome  5031] predictions:    9557/  10000 (95.57%), best:    9680/10000 (96.80%), error:      1460.81323, best error:      1093.78174 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 56.7075386047s, input_fired_time: 0.5387833714, output_fired_time: 0.4825159907, propagate_forward_time: 21.2851943970, propagate_backward_time: 31.9670352936, weight_update_time: 0.1213768348, other_time: 2.4340076447
epoch time: 4.7085700035s, input_fired_time: 0.0678668022, output_fired_time: 0.0000000000, propagate_forward_time: 4.2277441025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4129590988
validation[          , genome  5031] predictions:    9627/  10000 (96.27%), best:    9680/10000 (96.80%), error:      1259.81067, best error:      1093.78174 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 56.2225990295s, input_fired_time: 0.5307393670, output_fired_time: 0.4686867595, propagate_forward_time: 21.1695766449, propagate_backward_time: 31.6319141388, weight_update_time: 0.1221603006, other_time: 2.4216823578
epoch time: 4.6954030991s, input_fired_time: 0.0661033168, output_fired_time: 0.0000000000, propagate_forward_time: 4.2157521248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4135475159
validation[          , genome  5031] predictions:    9641/  10000 (96.41%), best:    9680/10000 (96.80%), error:      1208.26379, best error:      1093.78174 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 56.5024490356s, input_fired_time: 0.5289529562, output_fired_time: 0.4640247822, propagate_forward_time: 21.2878189087, propagate_backward_time: 31.8154125214, weight_update_time: 0.1211901978, other_time: 2.4062404633
epoch time: 4.7209153175s, input_fired_time: 0.0668243095, output_fired_time: 0.0000000000, propagate_forward_time: 4.2374453545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166455269
validation[          , genome  5031] predictions:    9650/  10000 (96.50%), best:    9680/10000 (96.80%), error:      1218.62000, best error:      1093.78174 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 56.2486953735s, input_fired_time: 0.5252183676, output_fired_time: 0.4708780646, propagate_forward_time: 21.1979942322, propagate_backward_time: 31.6615943909, weight_update_time: 0.1212096959, other_time: 2.3930091858
epoch time: 4.7004222870s, input_fired_time: 0.0668639019, output_fired_time: 0.0000000000, propagate_forward_time: 4.2147970200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187612534
validation[          , genome  5031] predictions:    9662/  10000 (96.62%), best:    9680/10000 (96.80%), error:      1159.21362, best error:      1093.78174 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 56.6277046204s, input_fired_time: 0.5337087512, output_fired_time: 0.4712397456, propagate_forward_time: 21.3446388245, propagate_backward_time: 31.8175926208, weight_update_time: 0.1225207448, other_time: 2.4605216980
epoch time: 4.7053151131s, input_fired_time: 0.0661966056, output_fired_time: 0.0000000000, propagate_forward_time: 4.2290034294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101152420
validation[          , genome  5031] predictions:    9658/  10000 (96.58%), best:    9680/10000 (96.80%), error:      1175.43481, best error:      1093.78174 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 57.3265533447s, input_fired_time: 0.5478110313, output_fired_time: 0.4775599837, propagate_forward_time: 21.6384983063, propagate_backward_time: 32.1662025452, weight_update_time: 0.1218894050, other_time: 2.4964866638
epoch time: 4.7554588318s, input_fired_time: 0.0656347051, output_fired_time: 0.0000000000, propagate_forward_time: 4.2780089378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118151665
validation[          , genome  5031] predictions:    9639/  10000 (96.39%), best:    9680/10000 (96.80%), error:      1235.90039, best error:      1093.78174 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 56.9380722046s, input_fired_time: 0.5471603274, output_fired_time: 0.4750120938, propagate_forward_time: 21.3941173553, propagate_backward_time: 32.0159263611, weight_update_time: 0.1237227395, other_time: 2.5058555603
epoch time: 4.6958975792s, input_fired_time: 0.0654048920, output_fired_time: 0.0000000000, propagate_forward_time: 4.2184009552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120917320
validation[          , genome  5031] predictions:    9645/  10000 (96.45%), best:    9680/10000 (96.80%), error:      1210.56653, best error:      1093.78174 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 56.5799255371s, input_fired_time: 0.5246133804, output_fired_time: 0.4672260880, propagate_forward_time: 21.3597850800, propagate_backward_time: 31.8547210693, weight_update_time: 0.1204460636, other_time: 2.3735809326
epoch time: 4.7023882866s, input_fired_time: 0.0666035041, output_fired_time: 0.0000000000, propagate_forward_time: 4.2143244743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214601517
validation[          , genome  5031] predictions:    9646/  10000 (96.46%), best:    9680/10000 (96.80%), error:      1178.12097, best error:      1093.78174 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 55.6666412354s, input_fired_time: 0.5188215375, output_fired_time: 0.4692724347, propagate_forward_time: 20.9900035858, propagate_backward_time: 31.3686428070, weight_update_time: 0.1202101633, other_time: 2.3199024200
epoch time: 4.7569546700s, input_fired_time: 0.0688206926, output_fired_time: 0.0000000000, propagate_forward_time: 4.2629075050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252266884
validation[          , genome  5031] predictions:    9607/  10000 (96.07%), best:    9680/10000 (96.80%), error:      1296.74048, best error:      1093.78174 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 56.2603988647s, input_fired_time: 0.5308702588, output_fired_time: 0.4686315060, propagate_forward_time: 21.2206935883, propagate_backward_time: 31.6530952454, weight_update_time: 0.1211937964, other_time: 2.3871116638
epoch time: 4.9398899078s, input_fired_time: 0.0725011081, output_fired_time: 0.0000000000, propagate_forward_time: 4.4196953773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476933479
validation[          , genome  5031] predictions:    9618/  10000 (96.18%), best:    9680/10000 (96.80%), error:      1304.71985, best error:      1093.78174 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 56.3445587158s, input_fired_time: 0.5400980115, output_fired_time: 0.4691636562, propagate_forward_time: 21.2240982056, propagate_backward_time: 31.7277469635, weight_update_time: 0.1213444993, other_time: 2.3834552765
epoch time: 4.7881422043s, input_fired_time: 0.0679096878, output_fired_time: 0.0000000000, propagate_forward_time: 4.2944049835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258275032
validation[          , genome  5031] predictions:    9641/  10000 (96.41%), best:    9680/10000 (96.80%), error:      1194.54114, best error:      1093.78174 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 56.5228042603s, input_fired_time: 0.5321226120, output_fired_time: 0.4682091177, propagate_forward_time: 21.2979354858, propagate_backward_time: 31.7793235779, weight_update_time: 0.1226068214, other_time: 2.4452133179
epoch time: 4.7021889687s, input_fired_time: 0.0673613101, output_fired_time: 0.0000000000, propagate_forward_time: 4.2213807106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4134469032
validation[          , genome  5031] predictions:    9614/  10000 (96.14%), best:    9680/10000 (96.80%), error:      1290.65894, best error:      1093.78174 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 56.8428077698s, input_fired_time: 0.5359910131, output_fired_time: 0.4697369337, propagate_forward_time: 21.3872852325, propagate_backward_time: 32.0103950500, weight_update_time: 0.1228890792, other_time: 2.4393959045
epoch time: 4.7782459259s, input_fired_time: 0.0685926080, output_fired_time: 0.0000000000, propagate_forward_time: 4.2776336670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4320197105
validation[          , genome  5031] predictions:    9608/  10000 (96.08%), best:    9680/10000 (96.80%), error:      1366.94641, best error:      1093.78174 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 56.5385971069s, input_fired_time: 0.5543017387, output_fired_time: 0.4738445282, propagate_forward_time: 21.2709579468, propagate_backward_time: 31.7897357941, weight_update_time: 0.1219591945, other_time: 2.4497585297
epoch time: 4.7260794640s, input_fired_time: 0.0681695044, output_fired_time: 0.0000000000, propagate_forward_time: 4.2364764214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214334488
validation[          , genome  5031] predictions:    9561/  10000 (95.61%), best:    9680/10000 (96.80%), error:      1454.79883, best error:      1093.78174 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 56.1523246765s, input_fired_time: 0.5258200765, output_fired_time: 0.4652724266, propagate_forward_time: 21.2038631439, propagate_backward_time: 31.5884323120, weight_update_time: 0.1238481775, other_time: 2.3689346313
epoch time: 4.9993724823s, input_fired_time: 0.0738648996, output_fired_time: 0.0000000000, propagate_forward_time: 4.4653954506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4601120949
validation[          , genome  5031] predictions:    9644/  10000 (96.44%), best:    9680/10000 (96.80%), error:      1244.07275, best error:      1093.78174 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 56.6549148560s, input_fired_time: 0.5366149545, output_fired_time: 0.4711405039, propagate_forward_time: 21.3864440918, propagate_backward_time: 31.8777580261, weight_update_time: 0.1256021559, other_time: 2.3829574585
epoch time: 4.8557248116s, input_fired_time: 0.0688795224, output_fired_time: 0.0000000000, propagate_forward_time: 4.3363614082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4504837990
validation[          , genome  5031] predictions:    9611/  10000 (96.11%), best:    9680/10000 (96.80%), error:      1305.02942, best error:      1093.78174 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 56.3574256897s, input_fired_time: 0.5234261751, output_fired_time: 0.4771626592, propagate_forward_time: 21.2044353485, propagate_backward_time: 31.7866020203, weight_update_time: 0.1251535267, other_time: 2.3658027649
epoch time: 4.7166380882s, input_fired_time: 0.0674018115, output_fired_time: 0.0000000000, propagate_forward_time: 4.2373933792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118428230
validation[          , genome  5031] predictions:    9655/  10000 (96.55%), best:    9680/10000 (96.80%), error:      1135.15405, best error:      1093.78174 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 56.7499351501s, input_fired_time: 0.5372953415, output_fired_time: 0.4687471986, propagate_forward_time: 21.3721904755, propagate_backward_time: 31.9100360870, weight_update_time: 0.1218655929, other_time: 2.4616680145
epoch time: 4.9224901199s, input_fired_time: 0.0687989220, output_fired_time: 0.0000000000, propagate_forward_time: 4.4070296288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466614723
validation[          , genome  5031] predictions:    9579/  10000 (95.79%), best:    9680/10000 (96.80%), error:      1322.95068, best error:      1093.78174 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 56.4548110962s, input_fired_time: 0.5313703418, output_fired_time: 0.4682695866, propagate_forward_time: 21.2866020203, propagate_backward_time: 31.7869052887, weight_update_time: 0.1218353063, other_time: 2.3816623688
epoch time: 4.8395500183s, input_fired_time: 0.0718537122, output_fired_time: 0.0000000000, propagate_forward_time: 4.3360009193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316954613
validation[          , genome  5031] predictions:    9654/  10000 (96.54%), best:    9680/10000 (96.80%), error:      1202.66064, best error:      1093.78174 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 56.2932624817s, input_fired_time: 0.5330832005, output_fired_time: 0.4675148427, propagate_forward_time: 21.2153778076, propagate_backward_time: 31.6872463226, weight_update_time: 0.1220043823, other_time: 2.3900394440
epoch time: 4.7767462730s, input_fired_time: 0.0687272027, output_fired_time: 0.0000000000, propagate_forward_time: 4.2734026909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346165657
validation[          , genome  5031] predictions:    9656/  10000 (96.56%), best:    9680/10000 (96.80%), error:      1109.65527, best error:      1093.78174 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 56.3083457947s, input_fired_time: 0.5308370590, output_fired_time: 0.4697989523, propagate_forward_time: 21.2313327789, propagate_backward_time: 31.6906967163, weight_update_time: 0.1218597814, other_time: 2.3856811523
epoch time: 4.6949543953s, input_fired_time: 0.0671721995, output_fired_time: 0.0000000000, propagate_forward_time: 4.2173895836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103927612
validation[          , genome  5031] predictions:    9635/  10000 (96.35%), best:    9680/10000 (96.80%), error:      1224.94788, best error:      1093.78174 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 56.6566390991s, input_fired_time: 0.5420240760, output_fired_time: 0.4747577310, propagate_forward_time: 21.2759056091, propagate_backward_time: 31.8692512512, weight_update_time: 0.1238229126, other_time: 2.4947013855
epoch time: 4.6733593941s, input_fired_time: 0.0666079819, output_fired_time: 0.0000000000, propagate_forward_time: 4.1954364777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113149643
validation[          , genome  5031] predictions:    9619/  10000 (96.19%), best:    9680/10000 (96.80%), error:      1252.73364, best error:      1093.78174 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 56.2500457764s, input_fired_time: 0.5315532088, output_fired_time: 0.4635361433, propagate_forward_time: 21.1952171326, propagate_backward_time: 31.6309375763, weight_update_time: 0.1213772595, other_time: 2.4288043976
epoch time: 4.7788414955s, input_fired_time: 0.0689325109, output_fired_time: 0.0000000000, propagate_forward_time: 4.2630786896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4468302727
validation[          , genome  5031] predictions:    9648/  10000 (96.48%), best:    9680/10000 (96.80%), error:      1197.96338, best error:      1093.78174 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 55.9853401184s, input_fired_time: 0.5239902139, output_fired_time: 0.4611150026, propagate_forward_time: 21.1012554169, propagate_backward_time: 31.5236434937, weight_update_time: 0.1196683124, other_time: 2.3753356934
epoch time: 4.7525396347s, input_fired_time: 0.0693370104, output_fired_time: 0.0000000000, propagate_forward_time: 4.2541756630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290270805
validation[          , genome  5031] predictions:    9633/  10000 (96.33%), best:    9680/10000 (96.80%), error:      1300.40247, best error:      1093.78174 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 57.6290588379s, input_fired_time: 0.5495147109, output_fired_time: 0.4813451767, propagate_forward_time: 21.7139453888, propagate_backward_time: 32.3469276428, weight_update_time: 0.1221626997, other_time: 2.5373268127
epoch time: 4.7132525444s, input_fired_time: 0.0685453862, output_fired_time: 0.0000000000, propagate_forward_time: 4.2338714600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4108357430
validation[          , genome  5031] predictions:    9648/  10000 (96.48%), best:    9680/10000 (96.80%), error:      1250.04199, best error:      1093.78174 on epoch:    41, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 57.2499046326s, input_fired_time: 0.5427083969, output_fired_time: 0.4820857942, propagate_forward_time: 21.5241966248, propagate_backward_time: 32.1407432556, weight_update_time: 0.1246353462, other_time: 2.5601692200
epoch time: 4.6970009804s, input_fired_time: 0.0676919222, output_fired_time: 0.0000000000, propagate_forward_time: 4.2200403214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4092688560
validation[          , genome  5031] predictions:    9673/  10000 (96.73%), best:    9680/10000 (96.80%), error:      1136.90234, best error:      1093.78174 on epoch:    41, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 56.6121978760s, input_fired_time: 0.5372765660, output_fired_time: 0.4799750149, propagate_forward_time: 21.2622356415, propagate_backward_time: 31.8518295288, weight_update_time: 0.1229878888, other_time: 2.4808807373
epoch time: 4.7078595161s, input_fired_time: 0.0678134933, output_fired_time: 0.0000000000, propagate_forward_time: 4.2290716171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109745026
validation[          , genome  5031] predictions:    9610/  10000 (96.10%), best:    9680/10000 (96.80%), error:      1298.76501, best error:      1093.78174 on epoch:    41, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 56.8711280823s, input_fired_time: 0.5417683721, output_fired_time: 0.4687715769, propagate_forward_time: 21.3917102814, propagate_backward_time: 31.9959774017, weight_update_time: 0.1283784509, other_time: 2.4729022980
epoch time: 4.7148971558s, input_fired_time: 0.0685064942, output_fired_time: 0.0000000000, propagate_forward_time: 4.2354397774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109506607
validation[          , genome  5031] predictions:    9631/  10000 (96.31%), best:    9680/10000 (96.80%), error:      1239.76978, best error:      1093.78174 on epoch:    41, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 57.1513328552s, input_fired_time: 0.5391356945, output_fired_time: 0.4760603905, propagate_forward_time: 21.5055084229, propagate_backward_time: 32.1886787415, weight_update_time: 0.1219795942, other_time: 2.4419517517
epoch time: 4.7078990936s, input_fired_time: 0.0680748001, output_fired_time: 0.0000000000, propagate_forward_time: 4.2288889885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109354019
validation[          , genome  5031] predictions:    9629/  10000 (96.29%), best:    9680/10000 (96.80%), error:      1267.41797, best error:      1093.78174 on epoch:    41, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 56.7050819397s, input_fired_time: 0.5456788540, output_fired_time: 0.4695386589, propagate_forward_time: 21.3455848694, propagate_backward_time: 31.8517532349, weight_update_time: 0.1284448653, other_time: 2.4925270081
epoch time: 4.8523812294s, input_fired_time: 0.0698224902, output_fired_time: 0.0000000000, propagate_forward_time: 4.3356599808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4468989372
validation[          , genome  5031] predictions:    9634/  10000 (96.34%), best:    9680/10000 (96.80%), error:      1182.41638, best error:      1093.78174 on epoch:    41, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 56.5914649963s, input_fired_time: 0.5384956598, output_fired_time: 0.4662673175, propagate_forward_time: 21.2675781250, propagate_backward_time: 31.8404731750, weight_update_time: 0.1222345605, other_time: 2.4786529541
epoch time: 4.8592915535s, input_fired_time: 0.0700212196, output_fired_time: 0.0000000000, propagate_forward_time: 4.3495898247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396805763
validation[          , genome  5031] predictions:    9668/  10000 (96.68%), best:    9680/10000 (96.80%), error:      1143.20386, best error:      1093.78174 on epoch:    41, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 56.8856086731s, input_fired_time: 0.5546550751, output_fired_time: 0.4733824134, propagate_forward_time: 21.3795795441, propagate_backward_time: 31.9689464569, weight_update_time: 0.1285362244, other_time: 2.5090503693
epoch time: 4.7098441124s, input_fired_time: 0.0680538118, output_fired_time: 0.0000000000, propagate_forward_time: 4.2280101776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137802124
validation[          , genome  5031] predictions:    9634/  10000 (96.34%), best:    9680/10000 (96.80%), error:      1184.81421, best error:      1093.78174 on epoch:    41, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 56.4692230225s, input_fired_time: 0.5317453742, output_fired_time: 0.4689210355, propagate_forward_time: 21.3020286560, propagate_backward_time: 31.8193111420, weight_update_time: 0.1207868680, other_time: 2.3472156525
epoch time: 4.7045235634s, input_fired_time: 0.0682836100, output_fired_time: 0.0000000000, propagate_forward_time: 4.2267599106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094800949
validation[          , genome  5031] predictions:    9636/  10000 (96.36%), best:    9680/10000 (96.80%), error:      1204.83813, best error:      1093.78174 on epoch:    41, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 56.1666450500s, input_fired_time: 0.5352882743, output_fired_time: 0.4686544836, propagate_forward_time: 21.1814422607, propagate_backward_time: 31.6563129425, weight_update_time: 0.1208605766, other_time: 2.3249454498
epoch time: 4.9559268951s, input_fired_time: 0.0707083195, output_fired_time: 0.0000000000, propagate_forward_time: 4.4272937775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4579248428
validation[          , genome  5031] predictions:    9603/  10000 (96.03%), best:    9680/10000 (96.80%), error:      1296.90955, best error:      1093.78174 on epoch:    41, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 57.9208068848s, input_fired_time: 0.5457963943, output_fired_time: 0.4796656668, propagate_forward_time: 21.7761955261, propagate_backward_time: 32.5478286743, weight_update_time: 0.1225836948, other_time: 2.5713233948
epoch time: 4.9993348122s, input_fired_time: 0.0825522020, output_fired_time: 0.0000000000, propagate_forward_time: 4.4278345108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4889478683
validation[          , genome  5031] predictions:    9666/  10000 (96.66%), best:    9680/10000 (96.80%), error:      1195.48901, best error:      1093.78174 on epoch:    41, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 57.3806266785s, input_fired_time: 0.5639350414, output_fired_time: 0.4741472602, propagate_forward_time: 21.6246929169, propagate_backward_time: 32.2613067627, weight_update_time: 0.1214012578, other_time: 2.4565429688
epoch time: 4.5974364281s, input_fired_time: 0.0677973107, output_fired_time: 0.0000000000, propagate_forward_time: 4.1185731888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110660553
validation[          , genome  5031] predictions:    9613/  10000 (96.13%), best:    9680/10000 (96.80%), error:      1271.76794, best error:      1093.78174 on epoch:    41, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 55.9886093140s, input_fired_time: 0.5243959427, output_fired_time: 0.4621222615, propagate_forward_time: 21.1047744751, propagate_backward_time: 31.5544891357, weight_update_time: 0.1203026995, other_time: 2.3428268433
epoch time: 4.7176289558s, input_fired_time: 0.0675214007, output_fired_time: 0.0000000000, propagate_forward_time: 4.2321019173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4180054665
validation[          , genome  5031] predictions:    9643/  10000 (96.43%), best:    9680/10000 (96.80%), error:      1185.26892, best error:      1093.78174 on epoch:    41, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 56.1214332581s, input_fired_time: 0.5330972075, output_fired_time: 0.4710206985, propagate_forward_time: 21.1508369446, propagate_backward_time: 31.6458320618, weight_update_time: 0.1229271516, other_time: 2.3206481934
epoch time: 4.7030620575s, input_fired_time: 0.0705376118, output_fired_time: 0.0000000000, propagate_forward_time: 4.2088108063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4237136841
validation[          , genome  5031] predictions:    9595/  10000 (95.95%), best:    9680/10000 (96.80%), error:      1322.82324, best error:      1093.78174 on epoch:    41, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 56.8550720215s, input_fired_time: 0.5425763130, output_fired_time: 0.4778598845, propagate_forward_time: 21.4044990540, propagate_backward_time: 31.9686183929, weight_update_time: 0.1225648597, other_time: 2.4615192413
epoch time: 4.6041960716s, input_fired_time: 0.0677686036, output_fired_time: 0.0000000000, propagate_forward_time: 4.1317448616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4046826363
validation[          , genome  5031] predictions:    9647/  10000 (96.47%), best:    9680/10000 (96.80%), error:      1171.03992, best error:      1093.78174 on epoch:    41, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 56.3145484924s, input_fired_time: 0.5440092087, output_fired_time: 0.4613483548, propagate_forward_time: 21.1873626709, propagate_backward_time: 31.6896667480, weight_update_time: 0.1233316213, other_time: 2.4321594238
epoch time: 4.6944513321s, input_fired_time: 0.0673069954, output_fired_time: 0.0000000000, propagate_forward_time: 4.2075676918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4195766449
validation[          , genome  5031] predictions:    9629/  10000 (96.29%), best:    9680/10000 (96.80%), error:      1175.02759, best error:      1093.78174 on epoch:    41, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 56.7440719604s, input_fired_time: 0.5551774502, output_fired_time: 0.4691047966, propagate_forward_time: 21.3030071259, propagate_backward_time: 31.9670753479, weight_update_time: 0.1240759343, other_time: 2.4497108459
epoch time: 4.6954965591s, input_fired_time: 0.0679023191, output_fired_time: 0.0000000000, propagate_forward_time: 4.2182483673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4093461037
validation[          , genome  5031] predictions:    9669/  10000 (96.69%), best:    9680/10000 (96.80%), error:      1131.13403, best error:      1093.78174 on epoch:    41, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 56.4734992981s, input_fired_time: 0.5478731990, output_fired_time: 0.4696835279, propagate_forward_time: 21.2532482147, propagate_backward_time: 31.7816600800, weight_update_time: 0.1221364364, other_time: 2.4210300446
epoch time: 4.7772626877s, input_fired_time: 0.0699228048, output_fired_time: 0.0000000000, propagate_forward_time: 4.2580175400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4493222237
validation[          , genome  5031] predictions:    9649/  10000 (96.49%), best:    9680/10000 (96.80%), error:      1168.09631, best error:      1093.78174 on epoch:    41, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 57.0789413452s, input_fired_time: 0.5417341590, output_fired_time: 0.4672626853, propagate_forward_time: 21.4201736450, propagate_backward_time: 32.1696243286, weight_update_time: 0.1227225140, other_time: 2.4801483154
epoch time: 4.6792593002s, input_fired_time: 0.0683657750, output_fired_time: 0.0000000000, propagate_forward_time: 4.2000179291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4108757973
validation[          , genome  5031] predictions:    9654/  10000 (96.54%), best:    9680/10000 (96.80%), error:      1159.72949, best error:      1093.78174 on epoch:    41, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 56.4857101440s, input_fired_time: 0.5371063948, output_fired_time: 0.4650103450, propagate_forward_time: 21.2897872925, propagate_backward_time: 31.7956199646, weight_update_time: 0.1207737997, other_time: 2.3981857300
epoch time: 4.9325737953s, input_fired_time: 0.0705693886, output_fired_time: 0.0000000000, propagate_forward_time: 4.4138936996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4481105804
validation[          , genome  5031] predictions:    9592/  10000 (95.92%), best:    9680/10000 (96.80%), error:      1350.18726, best error:      1093.78174 on epoch:    41, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 57.3834152222s, input_fired_time: 0.5441259146, output_fired_time: 0.4876599014, propagate_forward_time: 21.5222415924, propagate_backward_time: 32.2676391602, weight_update_time: 0.1229555979, other_time: 2.5617523193
epoch time: 4.7088413239s, input_fired_time: 0.0682989210, output_fired_time: 0.0000000000, propagate_forward_time: 4.2280316353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4125108719
validation[          , genome  5031] predictions:    9533/  10000 (95.33%), best:    9680/10000 (96.80%), error:      1511.65002, best error:      1093.78174 on epoch:    41, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 56.1282234192s, input_fired_time: 0.5384554267, output_fired_time: 0.4752700031, propagate_forward_time: 21.1591510773, propagate_backward_time: 31.6216869354, weight_update_time: 0.1214132309, other_time: 2.3336582184
epoch time: 4.7900347710s, input_fired_time: 0.0736365020, output_fired_time: 0.0000000000, propagate_forward_time: 4.2915115356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248867035
validation[          , genome  5031] predictions:    9565/  10000 (95.65%), best:    9680/10000 (96.80%), error:      1443.07666, best error:      1093.78174 on epoch:    41, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 56.8907585144s, input_fired_time: 0.5474367738, output_fired_time: 0.4762254953, propagate_forward_time: 21.4049377441, propagate_backward_time: 31.9809379578, weight_update_time: 0.1277266145, other_time: 2.4812202454
epoch time: 4.7131037712s, input_fired_time: 0.0680176094, output_fired_time: 0.0000000000, propagate_forward_time: 4.2336921692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113941193
validation[          , genome  5031] predictions:    9648/  10000 (96.48%), best:    9680/10000 (96.80%), error:      1173.76062, best error:      1093.78174 on epoch:    41, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 56.6832237244s, input_fired_time: 0.5405125022, output_fired_time: 0.4742667377, propagate_forward_time: 21.3116645813, propagate_backward_time: 31.8620758057, weight_update_time: 0.1221921071, other_time: 2.4947052002
epoch time: 4.6636323929s, input_fired_time: 0.0683664978, output_fired_time: 0.0000000000, propagate_forward_time: 4.1845798492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4106860161
validation[          , genome  5031] predictions:    9646/  10000 (96.46%), best:    9680/10000 (96.80%), error:      1196.20605, best error:      1093.78174 on epoch:    41, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 56.2666549683s, input_fired_time: 0.5348736644, output_fired_time: 0.4686407149, propagate_forward_time: 21.1824665070, propagate_backward_time: 31.7167472839, weight_update_time: 0.1212754697, other_time: 2.3639259338
epoch time: 4.8832654953s, input_fired_time: 0.0710848197, output_fired_time: 0.0000000000, propagate_forward_time: 4.3631558418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490246773
validation[          , genome  5031] predictions:    9617/  10000 (96.17%), best:    9680/10000 (96.80%), error:      1249.48157, best error:      1093.78174 on epoch:    41, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 55.6776657104s, input_fired_time: 0.5323765874, output_fired_time: 0.4618998170, propagate_forward_time: 20.9770431519, propagate_backward_time: 31.3531665802, weight_update_time: 0.1199652925, other_time: 2.3531818390
epoch time: 4.9492406845s, input_fired_time: 0.0749800131, output_fired_time: 0.0000000000, propagate_forward_time: 4.4484643936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257965088
validation[          , genome  5031] predictions:    9671/  10000 (96.71%), best:    9680/10000 (96.80%), error:      1170.33716, best error:      1093.78174 on epoch:    41, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 56.6924934387s, input_fired_time: 0.5557019711, output_fired_time: 0.4664575458, propagate_forward_time: 21.2708930969, propagate_backward_time: 31.8853855133, weight_update_time: 0.1228301078, other_time: 2.5140552521
epoch time: 4.8888521194s, input_fired_time: 0.0692297220, output_fired_time: 0.0000000000, propagate_forward_time: 4.3925166130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271059036
validation[          , genome  5031] predictions:    9646/  10000 (96.46%), best:    9680/10000 (96.80%), error:      1159.86145, best error:      1093.78174 on epoch:    41, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 56.0347633362s, input_fired_time: 0.5353560448, output_fired_time: 0.4664769173, propagate_forward_time: 21.1150436401, propagate_backward_time: 31.5339050293, weight_update_time: 0.1216600314, other_time: 2.3839836121
epoch time: 4.7139372826s, input_fired_time: 0.0685117915, output_fired_time: 0.0000000000, propagate_forward_time: 4.2353239059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101014137
validation[          , genome  5031] predictions:    9653/  10000 (96.53%), best:    9680/10000 (96.80%), error:      1174.99280, best error:      1093.78174 on epoch:    41, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 56.4515609741s, input_fired_time: 0.5438718796, output_fired_time: 0.4684256315, propagate_forward_time: 21.2493095398, propagate_backward_time: 31.6973381042, weight_update_time: 0.1263691783, other_time: 2.4926147461
epoch time: 4.6980495453s, input_fired_time: 0.0688349009, output_fired_time: 0.0000000000, propagate_forward_time: 4.2187781334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4104366302
validation[          , genome  5031] predictions:    9526/  10000 (95.26%), best:    9680/10000 (96.80%), error:      1525.49915, best error:      1093.78174 on epoch:    41, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 57.4404258728s, input_fired_time: 0.5520364642, output_fired_time: 0.4752324522, propagate_forward_time: 21.6240139008, propagate_backward_time: 32.2063865662, weight_update_time: 0.1381342113, other_time: 2.5827598572
epoch time: 4.6733689308s, input_fired_time: 0.0691462010, output_fired_time: 0.0000000000, propagate_forward_time: 4.1887102127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4155125618
validation[          , genome  5031] predictions:    9638/  10000 (96.38%), best:    9680/10000 (96.80%), error:      1203.02905, best error:      1093.78174 on epoch:    41, 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: 23.9066791534s, input_fired_time: 0.3346402943, output_fired_time: 0.0000000000, propagate_forward_time: 21.3381595612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2338790894
best training[          , genome  5031] predictions:   49056/  50000 (98.11%), best:    9680/10000 (96.80%), error:      3421.15674, best error:      1093.78174 on epoch:    41, 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: 4.5958189964s, input_fired_time: 0.0641065985, output_fired_time: 0.0000000000, propagate_forward_time: 4.1281695366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035429955
   testing[          , genome  5031] predictions:    9746/  10000 (97.46%), best:    9680/10000 (96.80%), error:       914.72839, best error:      1093.78174 on epoch:    41, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:37:34 (2140): called boinc_finish(0)

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