Nameexact_genome_1512568488_41_4785_1
Workunit2595217
Created7 Dec 2017, 11:54:06 UTC
Sent7 Dec 2017, 11:55:56 UTC
Report deadline11 Dec 2017, 8:34:12 UTC
Received7 Dec 2017, 22:42:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 5 min 47 sec
CPU time2 hours 4 min 56 sec
Validate stateValid
Credit964.98
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.92 MB
Peak swap size157.27 MB
Peak disk usage1.58 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1096723825, output_fired_time: 0.0000000000, propagate_forward_time: 4.8952231407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4635405540
validation[          , genome  4785] predictions:    9540/  10000 (95.40%), best:    9587/10000 (95.87%), error:      1594.10815, best error:      1415.90234 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 67.8502120972s, input_fired_time: 0.9006834030, output_fired_time: 0.7902897000, propagate_forward_time: 24.9383201599, propagate_backward_time: 38.5366897583, weight_update_time: 0.1119397879, other_time: 2.6842308044
epoch time: 5.6784839630s, input_fired_time: 0.1190518662, output_fired_time: 0.0000000000, propagate_forward_time: 5.0646653175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4947667122
validation[          , genome  4785] predictions:    9613/  10000 (96.13%), best:    9613/10000 (96.13%), error:      1370.41187, best error:      1370.41187 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 68.1027069092s, input_fired_time: 0.8814763427, output_fired_time: 0.8106674552, propagate_forward_time: 25.0438575745, propagate_backward_time: 38.6600685120, weight_update_time: 0.1125785932, other_time: 2.7066345215
epoch time: 5.6582961082s, input_fired_time: 0.1176183522, output_fired_time: 0.0000000000, propagate_forward_time: 5.0177521706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5229253769
validation[          , genome  4785] predictions:    9483/  10000 (94.83%), best:    9613/10000 (96.13%), error:      1732.62927, best error:      1370.41187 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 68.4774780273s, input_fired_time: 0.8859420419, output_fired_time: 0.8001933694, propagate_forward_time: 25.1590785980, propagate_backward_time: 38.8770256042, weight_update_time: 0.1128578186, other_time: 2.7552375793
epoch time: 5.5578036308s, input_fired_time: 0.1117066070, output_fired_time: 0.0000000000, propagate_forward_time: 4.9655585289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4805383682
validation[          , genome  4785] predictions:    9319/  10000 (93.19%), best:    9613/10000 (96.13%), error:      2082.25635, best error:      1370.41187 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 68.0849609375s, input_fired_time: 0.8927816749, output_fired_time: 0.7905290127, propagate_forward_time: 25.0023727417, propagate_backward_time: 38.6703567505, weight_update_time: 0.1117309108, other_time: 2.7289199829
epoch time: 5.6273732185s, input_fired_time: 0.1131512001, output_fired_time: 0.0000000000, propagate_forward_time: 5.0242781639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4899439812
validation[          , genome  4785] predictions:    9452/  10000 (94.52%), best:    9613/10000 (96.13%), error:      1821.44690, best error:      1370.41187 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 67.9803009033s, input_fired_time: 0.8870164156, output_fired_time: 0.7904313803, propagate_forward_time: 24.9467697144, propagate_backward_time: 38.5614433289, weight_update_time: 0.1134084687, other_time: 2.7946434021
epoch time: 5.5325994492s, input_fired_time: 0.1099941805, output_fired_time: 0.0000000000, propagate_forward_time: 4.9583287239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642763138
validation[          , genome  4785] predictions:    9538/  10000 (95.38%), best:    9613/10000 (96.13%), error:      1518.00012, best error:      1370.41187 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 67.3757553101s, input_fired_time: 0.8628061414, output_fired_time: 0.7796969414, propagate_forward_time: 24.7972354889, propagate_backward_time: 38.2840385437, weight_update_time: 0.1125833541, other_time: 2.6519813538
epoch time: 5.4509840012s, input_fired_time: 0.1080427989, output_fired_time: 0.0000000000, propagate_forward_time: 4.8824100494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605312347
validation[          , genome  4785] predictions:    9576/  10000 (95.76%), best:    9613/10000 (96.13%), error:      1401.50940, best error:      1370.41187 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 69.0709533691s, input_fired_time: 0.9097159505, output_fired_time: 0.8010396957, propagate_forward_time: 25.3479557037, propagate_backward_time: 39.2050819397, weight_update_time: 0.1131774932, other_time: 2.8071632385
epoch time: 5.7769088745s, input_fired_time: 0.1207505837, output_fired_time: 0.0000000000, propagate_forward_time: 5.1723566055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838018417
validation[          , genome  4785] predictions:    9578/  10000 (95.78%), best:    9613/10000 (96.13%), error:      1401.06042, best error:      1370.41187 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 67.7965393066s, input_fired_time: 0.8659884930, output_fired_time: 0.7856995463, propagate_forward_time: 24.9173107147, propagate_backward_time: 38.5828514099, weight_update_time: 0.1120990142, other_time: 2.6446876526
epoch time: 5.5773639679s, input_fired_time: 0.1125551984, output_fired_time: 0.0000000000, propagate_forward_time: 4.9846916199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801173210
validation[          , genome  4785] predictions:    9501/  10000 (95.01%), best:    9613/10000 (96.13%), error:      1641.44946, best error:      1370.41187 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 68.3473358154s, input_fired_time: 0.8852260113, output_fired_time: 0.7952530980, propagate_forward_time: 25.0975856781, propagate_backward_time: 38.8179206848, weight_update_time: 0.1140739843, other_time: 2.7513542175
epoch time: 5.5430073738s, input_fired_time: 0.1107340381, output_fired_time: 0.0000000000, propagate_forward_time: 4.9657454491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665279388
validation[          , genome  4785] predictions:    9585/  10000 (95.85%), best:    9613/10000 (96.13%), error:      1425.65247, best error:      1370.41187 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 68.2502136230s, input_fired_time: 0.8881037831, output_fired_time: 0.7918612361, propagate_forward_time: 24.9930934906, propagate_backward_time: 38.7919883728, weight_update_time: 0.1181244627, other_time: 2.7851600647
epoch time: 5.7576174736s, input_fired_time: 0.1180465072, output_fired_time: 0.0000000000, propagate_forward_time: 5.1460318565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935393333
validation[          , genome  4785] predictions:    9628/  10000 (96.28%), best:    9628/10000 (96.28%), error:      1289.67468, best error:      1289.67468 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 68.2538452148s, input_fired_time: 0.8836412430, output_fired_time: 0.8011434674, propagate_forward_time: 25.1195850372, propagate_backward_time: 38.7195320129, weight_update_time: 0.1187490821, other_time: 2.7299461365
epoch time: 5.5361223221s, input_fired_time: 0.1092303023, output_fired_time: 0.0000000000, propagate_forward_time: 4.9584927559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683990479
validation[          , genome  4785] predictions:    9529/  10000 (95.29%), best:    9628/10000 (96.28%), error:      1559.38159, best error:      1289.67468 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 68.2626724243s, input_fired_time: 0.8858096600, output_fired_time: 0.7982515693, propagate_forward_time: 25.0777683258, propagate_backward_time: 38.7527923584, weight_update_time: 0.1127439886, other_time: 2.7480545044
epoch time: 5.5523242950s, input_fired_time: 0.1097825840, output_fired_time: 0.0000000000, propagate_forward_time: 4.9686102867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739313126
validation[          , genome  4785] predictions:    9520/  10000 (95.20%), best:    9628/10000 (96.28%), error:      1537.26526, best error:      1289.67468 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 67.2713470459s, input_fired_time: 0.8603634238, output_fired_time: 0.7789303064, propagate_forward_time: 24.7749996185, propagate_backward_time: 38.2752113342, weight_update_time: 0.1111334488, other_time: 2.5818367004
epoch time: 5.5281610489s, input_fired_time: 0.1108757854, output_fired_time: 0.0000000000, propagate_forward_time: 4.9531588554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641265869
validation[          , genome  4785] predictions:    9567/  10000 (95.67%), best:    9628/10000 (96.28%), error:      1414.96155, best error:      1289.67468 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 67.6301345825s, input_fired_time: 0.8760682344, output_fired_time: 0.7933544517, propagate_forward_time: 24.8903236389, propagate_backward_time: 38.4457664490, weight_update_time: 0.1123383194, other_time: 2.6246185303
epoch time: 5.5764770508s, input_fired_time: 0.1106841043, output_fired_time: 0.0000000000, propagate_forward_time: 5.0006093979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651837349
validation[          , genome  4785] predictions:    9603/  10000 (96.03%), best:    9628/10000 (96.28%), error:      1342.44702, best error:      1289.67468 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 68.2295150757s, input_fired_time: 0.8832876086, output_fired_time: 0.7918431759, propagate_forward_time: 25.1002674103, propagate_backward_time: 38.7098808289, weight_update_time: 0.1130936816, other_time: 2.7442436218
epoch time: 5.7388806343s, input_fired_time: 0.1177482754, output_fired_time: 0.0000000000, propagate_forward_time: 5.1114330292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5096993446
validation[          , genome  4785] predictions:    9576/  10000 (95.76%), best:    9628/10000 (96.28%), error:      1457.35083, best error:      1289.67468 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 68.1346359253s, input_fired_time: 0.8784390688, output_fired_time: 0.7983110547, propagate_forward_time: 25.0365581512, propagate_backward_time: 38.7330665588, weight_update_time: 0.1124334708, other_time: 2.6882591248
epoch time: 5.5142121315s, input_fired_time: 0.1093710959, output_fired_time: 0.0000000000, propagate_forward_time: 4.9393749237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4654660225
validation[          , genome  4785] predictions:    9523/  10000 (95.23%), best:    9628/10000 (96.28%), error:      1527.80554, best error:      1289.67468 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 67.5106353760s, input_fired_time: 0.8652637005, output_fired_time: 0.7810121179, propagate_forward_time: 24.8077564240, propagate_backward_time: 38.4406585693, weight_update_time: 0.1118962392, other_time: 2.6159439087
epoch time: 5.5716476440s, input_fired_time: 0.1108353958, output_fired_time: 0.0000000000, propagate_forward_time: 4.9924297333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683823586
validation[          , genome  4785] predictions:    9588/  10000 (95.88%), best:    9628/10000 (96.28%), error:      1371.65942, best error:      1289.67468 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 67.9694824219s, input_fired_time: 0.9024719000, output_fired_time: 0.7931009531, propagate_forward_time: 25.0199222565, propagate_backward_time: 38.5123405457, weight_update_time: 0.1128721759, other_time: 2.7416496277
epoch time: 5.5936450958s, input_fired_time: 0.1125816852, output_fired_time: 0.0000000000, propagate_forward_time: 4.9953632355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4857001305
validation[          , genome  4785] predictions:    9565/  10000 (95.65%), best:    9628/10000 (96.28%), error:      1427.79175, best error:      1289.67468 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 68.6839599609s, input_fired_time: 0.9005542397, output_fired_time: 0.7943572998, propagate_forward_time: 25.2109928131, propagate_backward_time: 38.9699783325, weight_update_time: 0.1141525805, other_time: 2.8080825806
epoch time: 5.5648937225s, input_fired_time: 0.1117141917, output_fired_time: 0.0000000000, propagate_forward_time: 4.9856324196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4675469398
validation[          , genome  4785] predictions:    9581/  10000 (95.81%), best:    9628/10000 (96.28%), error:      1345.16772, best error:      1289.67468 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 67.9951705933s, input_fired_time: 0.8834294677, output_fired_time: 0.7989081144, propagate_forward_time: 24.9585418701, propagate_backward_time: 38.6764907837, weight_update_time: 0.1123203635, other_time: 2.6778030396
epoch time: 5.5810041428s, input_fired_time: 0.1171811745, output_fired_time: 0.0000000000, propagate_forward_time: 4.9961819649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676408768
validation[          , genome  4785] predictions:    9606/  10000 (96.06%), best:    9606/10000 (96.06%), error:      1285.46167, best error:      1285.46167 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 68.0922393799s, input_fired_time: 0.8781616092, output_fired_time: 0.8054803014, propagate_forward_time: 24.9911708832, propagate_backward_time: 38.7296562195, weight_update_time: 0.1131216139, other_time: 2.6877708435
epoch time: 5.6478466988s, input_fired_time: 0.1247229576, output_fired_time: 0.0000000000, propagate_forward_time: 5.0310192108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921045303
validation[          , genome  4785] predictions:    9594/  10000 (95.94%), best:    9606/10000 (96.06%), error:      1371.69849, best error:      1285.46167 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 68.4524612427s, input_fired_time: 0.9047446251, output_fired_time: 0.7956067324, propagate_forward_time: 25.1265583038, propagate_backward_time: 38.8503913879, weight_update_time: 0.1145102978, other_time: 2.7751579285
epoch time: 5.4917111397s, input_fired_time: 0.1094858125, output_fired_time: 0.0000000000, propagate_forward_time: 4.9190573692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631681442
validation[          , genome  4785] predictions:    9520/  10000 (95.20%), best:    9606/10000 (96.06%), error:      1594.76563, best error:      1285.46167 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 68.0187835693s, input_fired_time: 0.8920366764, output_fired_time: 0.7935060263, propagate_forward_time: 24.9769439697, propagate_backward_time: 38.6300506592, weight_update_time: 0.1136155948, other_time: 2.7262496948
epoch time: 5.7529978752s, input_fired_time: 0.1239566505, output_fired_time: 0.0000000000, propagate_forward_time: 5.1153707504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136704445
validation[          , genome  4785] predictions:    9599/  10000 (95.99%), best:    9606/10000 (96.06%), error:      1348.59302, best error:      1285.46167 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 69.3064651489s, input_fired_time: 0.9270756245, output_fired_time: 0.7965319157, propagate_forward_time: 25.4352207184, propagate_backward_time: 39.3753166199, weight_update_time: 0.1178075895, other_time: 2.7723197937
epoch time: 5.7969894409s, input_fired_time: 0.1088600978, output_fired_time: 0.0000000000, propagate_forward_time: 5.2098269463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783024788
validation[          , genome  4785] predictions:    9588/  10000 (95.88%), best:    9588/10000 (95.88%), error:      1264.44238, best error:      1264.44238 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 67.7787017822s, input_fired_time: 0.8834215403, output_fired_time: 0.7893881202, propagate_forward_time: 24.8917999268, propagate_backward_time: 38.4535675049, weight_update_time: 0.1124154776, other_time: 2.7605209351
epoch time: 5.5730195045s, input_fired_time: 0.1103703007, output_fired_time: 0.0000000000, propagate_forward_time: 4.9948015213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678478241
validation[          , genome  4785] predictions:    9602/  10000 (96.02%), best:    9588/10000 (95.88%), error:      1322.32715, best error:      1264.44238 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 68.2302322388s, input_fired_time: 0.8844309449, output_fired_time: 0.8039415479, propagate_forward_time: 25.1508121490, propagate_backward_time: 38.7462158203, weight_update_time: 0.1125583947, other_time: 2.6448364258
epoch time: 5.5694770813s, input_fired_time: 0.1099979654, output_fired_time: 0.0000000000, propagate_forward_time: 4.9872694016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722099304
validation[          , genome  4785] predictions:    9614/  10000 (96.14%), best:    9588/10000 (95.88%), error:      1306.25232, best error:      1264.44238 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 68.4158325195s, input_fired_time: 0.9120016694, output_fired_time: 0.8128991723, propagate_forward_time: 25.0739021301, propagate_backward_time: 38.8666992188, weight_update_time: 0.1129575744, other_time: 2.7503318787
epoch time: 5.5007634163s, input_fired_time: 0.1104885042, output_fired_time: 0.0000000000, propagate_forward_time: 4.9279956818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4622793198
validation[          , genome  4785] predictions:    9357/  10000 (93.57%), best:    9588/10000 (95.88%), error:      2096.43652, best error:      1264.44238 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 67.8440475464s, input_fired_time: 0.8903568983, output_fired_time: 0.7939021587, propagate_forward_time: 24.9544563293, propagate_backward_time: 38.5410842896, weight_update_time: 0.1133490130, other_time: 2.6642494202
epoch time: 5.5557122231s, input_fired_time: 0.1118220985, output_fired_time: 0.0000000000, propagate_forward_time: 4.9780778885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4658122063
validation[          , genome  4785] predictions:    9500/  10000 (95.00%), best:    9588/10000 (95.88%), error:      1650.68127, best error:      1264.44238 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 67.8065872192s, input_fired_time: 0.8850291371, output_fired_time: 0.7810911536, propagate_forward_time: 24.9028530121, propagate_backward_time: 38.5449409485, weight_update_time: 0.1127731651, other_time: 2.6926689148
epoch time: 5.4639081955s, input_fired_time: 0.1096097305, output_fired_time: 0.0000000000, propagate_forward_time: 4.8962116241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4580869675
validation[          , genome  4785] predictions:    9582/  10000 (95.82%), best:    9588/10000 (95.88%), error:      1372.29907, best error:      1264.44238 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 68.0968475342s, input_fired_time: 0.8974164128, output_fired_time: 0.7939255238, propagate_forward_time: 24.9595012665, propagate_backward_time: 38.7310104370, weight_update_time: 0.1134120896, other_time: 2.7149963379
epoch time: 5.5454931259s, input_fired_time: 0.1131493747, output_fired_time: 0.0000000000, propagate_forward_time: 4.9542045593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4781394005
validation[          , genome  4785] predictions:    9585/  10000 (95.85%), best:    9588/10000 (95.88%), error:      1335.89832, best error:      1264.44238 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 68.6122817993s, input_fired_time: 0.9032045007, output_fired_time: 0.7984563112, propagate_forward_time: 25.1526813507, propagate_backward_time: 38.9588661194, weight_update_time: 0.1141849831, other_time: 2.7990760803
epoch time: 5.5347118378s, input_fired_time: 0.1099952012, output_fired_time: 0.0000000000, propagate_forward_time: 4.9578051567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669113159
validation[          , genome  4785] predictions:    9616/  10000 (96.16%), best:    9616/10000 (96.16%), error:      1222.15491, best error:      1222.15491 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 69.6692886353s, input_fired_time: 0.9256525636, output_fired_time: 0.8236471415, propagate_forward_time: 25.5682430267, propagate_backward_time: 39.4819068909, weight_update_time: 0.1172538996, other_time: 2.8698387146
epoch time: 5.7421946526s, input_fired_time: 0.1206515953, output_fired_time: 0.0000000000, propagate_forward_time: 5.1212263107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003166199
validation[          , genome  4785] predictions:    9639/  10000 (96.39%), best:    9639/10000 (96.39%), error:      1196.08582, best error:      1196.08582 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 68.1581268311s, input_fired_time: 0.9007501602, output_fired_time: 0.8049895763, propagate_forward_time: 25.0092334747, propagate_backward_time: 38.7005920410, weight_update_time: 0.1133606881, other_time: 2.7425613403
epoch time: 5.5505008698s, input_fired_time: 0.1167176887, output_fired_time: 0.0000000000, propagate_forward_time: 4.9649219513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688611031
validation[          , genome  4785] predictions:    9639/  10000 (96.39%), best:    9639/10000 (96.39%), error:      1200.11646, best error:      1196.08582 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 68.0371704102s, input_fired_time: 0.8810595870, output_fired_time: 0.7940220237, propagate_forward_time: 24.9939060211, propagate_backward_time: 38.7015266418, weight_update_time: 0.1146513522, other_time: 2.6666603088
epoch time: 5.5275406837s, input_fired_time: 0.1105788872, output_fired_time: 0.0000000000, propagate_forward_time: 4.9531550407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4638066292
validation[          , genome  4785] predictions:    9562/  10000 (95.62%), best:    9639/10000 (96.39%), error:      1413.00488, best error:      1196.08582 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 67.1636123657s, input_fired_time: 0.8846146464, output_fired_time: 0.7733825445, propagate_forward_time: 24.7555866241, propagate_backward_time: 38.1259422302, weight_update_time: 0.1148811057, other_time: 2.6240882874
epoch time: 5.5163044930s, input_fired_time: 0.1114024520, output_fired_time: 0.0000000000, propagate_forward_time: 4.9390134811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4658885002
validation[          , genome  4785] predictions:    9616/  10000 (96.16%), best:    9639/10000 (96.39%), error:      1255.16809, best error:      1196.08582 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 67.0409164429s, input_fired_time: 0.8642662764, output_fired_time: 0.7776706815, propagate_forward_time: 24.6613712311, propagate_backward_time: 38.1647720337, weight_update_time: 0.1109883338, other_time: 2.5728378296
epoch time: 5.5731973648s, input_fired_time: 0.1123574823, output_fired_time: 0.0000000000, propagate_forward_time: 4.9789695740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818701744
validation[          , genome  4785] predictions:    9599/  10000 (95.99%), best:    9639/10000 (96.39%), error:      1260.08838, best error:      1196.08582 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 67.1330871582s, input_fired_time: 0.8694484830, output_fired_time: 0.7824286222, propagate_forward_time: 24.7074050903, propagate_backward_time: 38.1848869324, weight_update_time: 0.1110763773, other_time: 2.5889244080
epoch time: 5.5615310669s, input_fired_time: 0.1125417948, output_fired_time: 0.0000000000, propagate_forward_time: 4.9815669060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674224854
validation[          , genome  4785] predictions:    9602/  10000 (96.02%), best:    9639/10000 (96.39%), error:      1272.98083, best error:      1196.08582 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 67.7846984863s, input_fired_time: 0.8835183978, output_fired_time: 0.7883943915, propagate_forward_time: 24.8977890015, propagate_backward_time: 38.5854606628, weight_update_time: 0.1125866547, other_time: 2.6295356750
epoch time: 5.5966110229s, input_fired_time: 0.1108472645, output_fired_time: 0.0000000000, propagate_forward_time: 4.9926075935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931559563
validation[          , genome  4785] predictions:    9573/  10000 (95.73%), best:    9639/10000 (96.39%), error:      1413.11255, best error:      1196.08582 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 68.4560394287s, input_fired_time: 0.9134336710, output_fired_time: 0.8006499410, propagate_forward_time: 25.1756973267, propagate_backward_time: 38.8171730042, weight_update_time: 0.1129620075, other_time: 2.7490806580
epoch time: 5.5050420761s, input_fired_time: 0.1105218828, output_fired_time: 0.0000000000, propagate_forward_time: 4.9294133186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651069641
validation[          , genome  4785] predictions:    9618/  10000 (96.18%), best:    9639/10000 (96.39%), error:      1236.51221, best error:      1196.08582 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 67.5715637207s, input_fired_time: 0.8824786544, output_fired_time: 0.7864612937, propagate_forward_time: 24.8955593109, propagate_backward_time: 38.3645706177, weight_update_time: 0.1168410629, other_time: 2.6424942017
epoch time: 5.5572772026s, input_fired_time: 0.1101988032, output_fired_time: 0.0000000000, propagate_forward_time: 4.9778637886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692144394
validation[          , genome  4785] predictions:    9617/  10000 (96.17%), best:    9639/10000 (96.39%), error:      1233.94934, best error:      1196.08582 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 68.6492385864s, input_fired_time: 0.9009537101, output_fired_time: 0.7996346354, propagate_forward_time: 25.1790256500, propagate_backward_time: 38.9634284973, weight_update_time: 0.1149176434, other_time: 2.8061943054
epoch time: 5.6341218948s, input_fired_time: 0.1196961775, output_fired_time: 0.0000000000, propagate_forward_time: 5.0250253677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4894003868
validation[          , genome  4785] predictions:    9610/  10000 (96.10%), best:    9639/10000 (96.39%), error:      1299.26953, best error:      1196.08582 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 68.1678543091s, input_fired_time: 0.8904996514, output_fired_time: 0.7934165001, propagate_forward_time: 25.0650405884, propagate_backward_time: 38.7505683899, weight_update_time: 0.1124815494, other_time: 2.6683235168
epoch time: 5.5326261520s, input_fired_time: 0.1136710644, output_fired_time: 0.0000000000, propagate_forward_time: 4.9419870377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4769678116
validation[          , genome  4785] predictions:    9546/  10000 (95.46%), best:    9639/10000 (96.39%), error:      1436.73669, best error:      1196.08582 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 67.9982147217s, input_fired_time: 0.8960370421, output_fired_time: 0.7857990265, propagate_forward_time: 25.0032157898, propagate_backward_time: 38.6168327332, weight_update_time: 0.1119334474, other_time: 2.6963348389
epoch time: 5.5730991364s, input_fired_time: 0.1122788712, output_fired_time: 0.0000000000, propagate_forward_time: 4.9783158302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4825043678
validation[          , genome  4785] predictions:    9531/  10000 (95.31%), best:    9639/10000 (96.39%), error:      1501.71692, best error:      1196.08582 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 68.2065811157s, input_fired_time: 0.8801443577, output_fired_time: 0.7990653515, propagate_forward_time: 25.0961570740, propagate_backward_time: 38.7274551392, weight_update_time: 0.1125665754, other_time: 2.7037620544
epoch time: 5.5059161186s, input_fired_time: 0.1103887036, output_fired_time: 0.0000000000, propagate_forward_time: 4.9334583282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4620690346
validation[          , genome  4785] predictions:    9610/  10000 (96.10%), best:    9639/10000 (96.39%), error:      1279.14246, best error:      1196.08582 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 67.7773284912s, input_fired_time: 0.8839597106, output_fired_time: 0.7885907888, propagate_forward_time: 24.9067592621, propagate_backward_time: 38.4862861633, weight_update_time: 0.1125917435, other_time: 2.7117347717
epoch time: 5.5650606155s, input_fired_time: 0.1110302806, output_fired_time: 0.0000000000, propagate_forward_time: 4.9889340401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650964737
validation[          , genome  4785] predictions:    9539/  10000 (95.39%), best:    9639/10000 (96.39%), error:      1517.26855, best error:      1196.08582 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 67.5874938965s, input_fired_time: 0.8788719773, output_fired_time: 0.7816965580, propagate_forward_time: 24.8767204285, propagate_backward_time: 38.4099922180, weight_update_time: 0.1119624302, other_time: 2.6402053833
epoch time: 5.5778112411s, input_fired_time: 0.1133897677, output_fired_time: 0.0000000000, propagate_forward_time: 4.9831337929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812874794
validation[          , genome  4785] predictions:    9600/  10000 (96.00%), best:    9639/10000 (96.39%), error:      1309.73230, best error:      1196.08582 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 68.1827011108s, input_fired_time: 0.8831616640, output_fired_time: 0.7841749191, propagate_forward_time: 25.1337890625, propagate_backward_time: 38.7159385681, weight_update_time: 0.1123838946, other_time: 2.6656379700
epoch time: 5.5578908920s, input_fired_time: 0.1128613725, output_fired_time: 0.0000000000, propagate_forward_time: 4.9719080925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731216431
validation[          , genome  4785] predictions:    9621/  10000 (96.21%), best:    9639/10000 (96.39%), error:      1263.19885, best error:      1196.08582 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 70.0116958618s, input_fired_time: 0.9281447530, output_fired_time: 0.8017811775, propagate_forward_time: 25.6359539032, propagate_backward_time: 39.6591110229, weight_update_time: 0.1145253703, other_time: 2.9867019653
epoch time: 5.7534270287s, input_fired_time: 0.1188569143, output_fired_time: 0.0000000000, propagate_forward_time: 5.1284422874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061278343
validation[          , genome  4785] predictions:    9595/  10000 (95.95%), best:    9639/10000 (96.39%), error:      1330.64050, best error:      1196.08582 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 68.3953933716s, input_fired_time: 0.9011712074, output_fired_time: 0.7987334728, propagate_forward_time: 25.0537528992, propagate_backward_time: 38.8854598999, weight_update_time: 0.1182306334, other_time: 2.7562751770
epoch time: 5.5050921440s, input_fired_time: 0.1111945808, output_fired_time: 0.0000000000, propagate_forward_time: 4.9293732643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4645242691
validation[          , genome  4785] predictions:    9590/  10000 (95.90%), best:    9639/10000 (96.39%), error:      1396.68567, best error:      1196.08582 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 68.1281127930s, input_fired_time: 0.9026824832, output_fired_time: 0.7922198772, propagate_forward_time: 24.9780921936, propagate_backward_time: 38.6789321899, weight_update_time: 0.1129565984, other_time: 2.7761878967
epoch time: 5.5811080933s, input_fired_time: 0.1150054634, output_fired_time: 0.0000000000, propagate_forward_time: 4.9842143059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818882942
validation[          , genome  4785] predictions:    9591/  10000 (95.91%), best:    9639/10000 (96.39%), error:      1355.28174, best error:      1196.08582 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 67.3841857910s, input_fired_time: 0.8698627353, output_fired_time: 0.7827120423, propagate_forward_time: 24.8212108612, propagate_backward_time: 38.2814064026, weight_update_time: 0.1111668348, other_time: 2.6289863586
epoch time: 5.6119699478s, input_fired_time: 0.1132769510, output_fired_time: 0.0000000000, propagate_forward_time: 5.0247306824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739623070
validation[          , genome  4785] predictions:    9631/  10000 (96.31%), best:    9639/10000 (96.39%), error:      1218.80957, best error:      1196.08582 on epoch:    46, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 67.7217941284s, input_fired_time: 0.8831278086, output_fired_time: 0.7839933038, propagate_forward_time: 24.9345893860, propagate_backward_time: 38.4608154297, weight_update_time: 0.1123729870, other_time: 2.6592674255
epoch time: 5.5459651947s, input_fired_time: 0.1121360958, output_fired_time: 0.0000000000, propagate_forward_time: 4.9675936699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4662356377
validation[          , genome  4785] predictions:    9619/  10000 (96.19%), best:    9639/10000 (96.39%), error:      1259.17590, best error:      1196.08582 on epoch:    46, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 68.1537933350s, input_fired_time: 0.8856531978, output_fired_time: 0.7890169024, propagate_forward_time: 25.0328884125, propagate_backward_time: 38.7623329163, weight_update_time: 0.1132611707, other_time: 2.6839027405
epoch time: 5.5590434074s, input_fired_time: 0.1120691672, output_fired_time: 0.0000000000, propagate_forward_time: 4.9808659554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661083221
validation[          , genome  4785] predictions:    9615/  10000 (96.15%), best:    9639/10000 (96.39%), error:      1247.20618, best error:      1196.08582 on epoch:    46, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 67.2002029419s, input_fired_time: 0.8691819906, output_fired_time: 0.7783145905, propagate_forward_time: 24.7445373535, propagate_backward_time: 38.2127609253, weight_update_time: 0.1112106666, other_time: 2.5954132080
epoch time: 5.5591058731s, input_fired_time: 0.1106729880, output_fired_time: 0.0000000000, propagate_forward_time: 4.9817671776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4666657448
validation[          , genome  4785] predictions:    9615/  10000 (96.15%), best:    9639/10000 (96.39%), error:      1278.96057, best error:      1196.08582 on epoch:    46, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 67.9834442139s, input_fired_time: 0.9011455178, output_fired_time: 0.7940160632, propagate_forward_time: 25.0258140564, propagate_backward_time: 38.5960998535, weight_update_time: 0.1129851788, other_time: 2.6663703918
epoch time: 5.5334577560s, input_fired_time: 0.1128281355, output_fired_time: 0.0000000000, propagate_forward_time: 4.9362769127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4843525887
validation[          , genome  4785] predictions:    9618/  10000 (96.18%), best:    9639/10000 (96.39%), error:      1211.63879, best error:      1196.08582 on epoch:    46, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 68.6992645264s, input_fired_time: 0.8959069252, output_fired_time: 0.7975265980, propagate_forward_time: 25.2745666504, propagate_backward_time: 38.9560508728, weight_update_time: 0.1125167832, other_time: 2.7752189636
epoch time: 5.6831259727s, input_fired_time: 0.1138127744, output_fired_time: 0.0000000000, propagate_forward_time: 5.0776753426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4916377068
validation[          , genome  4785] predictions:    9623/  10000 (96.23%), best:    9639/10000 (96.39%), error:      1218.44739, best error:      1196.08582 on epoch:    46, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 67.7987289429s, input_fired_time: 0.8943495154, output_fired_time: 0.7978076935, propagate_forward_time: 24.9116382599, propagate_backward_time: 38.5413780212, weight_update_time: 0.1116530299, other_time: 2.6535606384
epoch time: 5.6028404236s, input_fired_time: 0.1147306636, output_fired_time: 0.0000000000, propagate_forward_time: 4.9998607635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882488251
validation[          , genome  4785] predictions:    9621/  10000 (96.21%), best:    9639/10000 (96.39%), error:      1295.36035, best error:      1196.08582 on epoch:    46, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 68.1129989624s, input_fired_time: 0.8944635391, output_fired_time: 0.7897793055, propagate_forward_time: 25.0356121063, propagate_backward_time: 38.6355056763, weight_update_time: 0.1131142899, other_time: 2.7576370239
epoch time: 5.7712235451s, input_fired_time: 0.1217022836, output_fired_time: 0.0000000000, propagate_forward_time: 5.1675710678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819502831
validation[          , genome  4785] predictions:    9630/  10000 (96.30%), best:    9630/10000 (96.30%), error:      1179.15369, best error:      1179.15369 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 68.0216979980s, input_fired_time: 0.8914058208, output_fired_time: 0.7872110009, propagate_forward_time: 24.9880580902, propagate_backward_time: 38.7011566162, weight_update_time: 0.1120186672, other_time: 2.6538696289
epoch time: 5.5877900124s, input_fired_time: 0.1115716025, output_fired_time: 0.0000000000, propagate_forward_time: 4.9985866547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4776315689
validation[          , genome  4785] predictions:    9495/  10000 (94.95%), best:    9630/10000 (96.30%), error:      1593.70020, best error:      1179.15369 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 68.3987960815s, input_fired_time: 0.8937909007, output_fired_time: 0.7856929898, propagate_forward_time: 25.1487026215, propagate_backward_time: 38.8646583557, weight_update_time: 0.1128878966, other_time: 2.7059516907
epoch time: 5.5479826927s, input_fired_time: 0.1112487912, output_fired_time: 0.0000000000, propagate_forward_time: 4.9693021774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674315453
validation[          , genome  4785] predictions:    9578/  10000 (95.78%), best:    9630/10000 (96.30%), error:      1383.71863, best error:      1179.15369 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 68.3795166016s, input_fired_time: 0.9065072536, output_fired_time: 0.7842037082, propagate_forward_time: 25.1075839996, propagate_backward_time: 38.8066787720, weight_update_time: 0.1145342439, other_time: 2.7745437622
epoch time: 5.7514934540s, input_fired_time: 0.1175921634, output_fired_time: 0.0000000000, propagate_forward_time: 5.1347107887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4991903305
validation[          , genome  4785] predictions:    9617/  10000 (96.17%), best:    9630/10000 (96.30%), error:      1260.27576, best error:      1179.15369 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 67.8403167725s, input_fired_time: 0.8929428458, output_fired_time: 0.7887827158, propagate_forward_time: 24.9074325562, propagate_backward_time: 38.5848083496, weight_update_time: 0.1130789071, other_time: 2.6663513184
epoch time: 5.5838794708s, input_fired_time: 0.1134479046, output_fired_time: 0.0000000000, propagate_forward_time: 4.9995255470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709057808
validation[          , genome  4785] predictions:    9604/  10000 (96.04%), best:    9630/10000 (96.30%), error:      1300.79822, best error:      1179.15369 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 68.2576370239s, input_fired_time: 0.8885405064, output_fired_time: 0.7817198038, propagate_forward_time: 25.1060256958, propagate_backward_time: 38.7164497375, weight_update_time: 0.1133022979, other_time: 2.7648963928
epoch time: 5.5199832916s, input_fired_time: 0.1118112057, output_fired_time: 0.0000000000, propagate_forward_time: 4.9365572929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716148376
validation[          , genome  4785] predictions:    9587/  10000 (95.87%), best:    9630/10000 (96.30%), error:      1447.78271, best error:      1179.15369 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 67.7544097900s, input_fired_time: 0.8817150593, output_fired_time: 0.7943783998, propagate_forward_time: 24.8911895752, propagate_backward_time: 38.5437278748, weight_update_time: 0.1117623597, other_time: 2.6433982849
epoch time: 5.3873419762s, input_fired_time: 0.1095945835, output_fired_time: 0.0000000000, propagate_forward_time: 4.8190741539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4586730003
validation[          , genome  4785] predictions:    9602/  10000 (96.02%), best:    9630/10000 (96.30%), error:      1262.74646, best error:      1179.15369 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 67.5196075439s, input_fired_time: 0.8816176653, output_fired_time: 0.7768765092, propagate_forward_time: 24.8497905731, propagate_backward_time: 38.3562202454, weight_update_time: 0.1112798974, other_time: 2.6551017761
epoch time: 5.5375113487s, input_fired_time: 0.1117080152, output_fired_time: 0.0000000000, propagate_forward_time: 4.9621376991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636654854
validation[          , genome  4785] predictions:    9582/  10000 (95.82%), best:    9630/10000 (96.30%), error:      1331.11975, best error:      1179.15369 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 68.0378265381s, input_fired_time: 0.8839616776, output_fired_time: 0.7877697945, propagate_forward_time: 25.0276393890, propagate_backward_time: 38.6687965393, weight_update_time: 0.1127563640, other_time: 2.6696510315
epoch time: 5.5812625885s, input_fired_time: 0.1131258681, output_fired_time: 0.0000000000, propagate_forward_time: 4.9967398643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713969231
validation[          , genome  4785] predictions:    9639/  10000 (96.39%), best:    9630/10000 (96.30%), error:      1197.83264, best error:      1179.15369 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 68.5153808594s, input_fired_time: 0.9108241200, output_fired_time: 0.8106759191, propagate_forward_time: 25.1939830780, propagate_backward_time: 38.8322677612, weight_update_time: 0.1131413579, other_time: 2.7676239014
epoch time: 5.5673542023s, input_fired_time: 0.1131235883, output_fired_time: 0.0000000000, propagate_forward_time: 4.9822692871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719614983
validation[          , genome  4785] predictions:    9639/  10000 (96.39%), best:    9630/10000 (96.30%), error:      1190.43298, best error:      1179.15369 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 68.5913848877s, input_fired_time: 0.9240359068, output_fired_time: 0.7861737013, propagate_forward_time: 25.1879501343, propagate_backward_time: 38.8966484070, weight_update_time: 0.1199470460, other_time: 2.7965812683
epoch time: 5.5567789078s, input_fired_time: 0.1117727980, output_fired_time: 0.0000000000, propagate_forward_time: 4.9785046577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665012360
validation[          , genome  4785] predictions:    9558/  10000 (95.58%), best:    9630/10000 (96.30%), error:      1444.55518, best error:      1179.15369 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 68.1659240723s, input_fired_time: 0.8944646716, output_fired_time: 0.7878958583, propagate_forward_time: 25.0557231903, propagate_backward_time: 38.7017707825, weight_update_time: 0.1186596379, other_time: 2.7260704041
epoch time: 5.5546441078s, input_fired_time: 0.1138899475, output_fired_time: 0.0000000000, propagate_forward_time: 4.9761433601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646105766
validation[          , genome  4785] predictions:    9624/  10000 (96.24%), best:    9630/10000 (96.30%), error:      1220.97327, best error:      1179.15369 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 67.9326782227s, input_fired_time: 0.8914760947, output_fired_time: 0.7825015187, propagate_forward_time: 24.9107704163, propagate_backward_time: 38.6464195251, weight_update_time: 0.1124475673, other_time: 2.7015075684
epoch time: 5.5741314888s, input_fired_time: 0.1130613759, output_fired_time: 0.0000000000, propagate_forward_time: 4.9891052246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719648361
validation[          , genome  4785] predictions:    9610/  10000 (96.10%), best:    9630/10000 (96.30%), error:      1299.30566, best error:      1179.15369 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 68.5725936890s, input_fired_time: 0.9139311314, output_fired_time: 0.7878511548, propagate_forward_time: 25.2106380463, propagate_backward_time: 38.8954620361, weight_update_time: 0.1132789403, other_time: 2.7647094727
epoch time: 5.5753436089s, input_fired_time: 0.1104771942, output_fired_time: 0.0000000000, propagate_forward_time: 4.9878635406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770030975
validation[          , genome  4785] predictions:    9563/  10000 (95.63%), best:    9630/10000 (96.30%), error:      1412.75562, best error:      1179.15369 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 69.5173645020s, input_fired_time: 0.9197245836, output_fired_time: 0.8118261695, propagate_forward_time: 25.6205291748, propagate_backward_time: 39.3175086975, weight_update_time: 0.1134885177, other_time: 2.8477745056
epoch time: 5.8482408524s, input_fired_time: 0.1252419055, output_fired_time: 0.0000000000, propagate_forward_time: 5.2129011154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5100979805
validation[          , genome  4785] predictions:    9610/  10000 (96.10%), best:    9630/10000 (96.30%), error:      1242.20398, best error:      1179.15369 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 69.1015930176s, input_fired_time: 0.9089168310, output_fired_time: 0.8074347377, propagate_forward_time: 25.2883148193, propagate_backward_time: 39.2368316650, weight_update_time: 0.1133942977, other_time: 2.8600921631
epoch time: 5.5689244270s, input_fired_time: 0.1134685799, output_fired_time: 0.0000000000, propagate_forward_time: 4.9876651764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677906036
validation[          , genome  4785] predictions:    9633/  10000 (96.33%), best:    9630/10000 (96.30%), error:      1195.50940, best error:      1179.15369 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 67.5580825806s, input_fired_time: 0.8843640089, output_fired_time: 0.8001282811, propagate_forward_time: 24.8595600128, propagate_backward_time: 38.4034461975, weight_update_time: 0.1125674397, other_time: 2.6105918884
epoch time: 5.5547013283s, input_fired_time: 0.1120859757, output_fired_time: 0.0000000000, propagate_forward_time: 4.9767079353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4659075737
validation[          , genome  4785] predictions:    9605/  10000 (96.05%), best:    9630/10000 (96.30%), error:      1285.81848, best error:      1179.15369 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 68.7420501709s, input_fired_time: 0.9022144079, output_fired_time: 0.7880907059, propagate_forward_time: 25.2474727631, propagate_backward_time: 39.0149955750, weight_update_time: 0.1134015620, other_time: 2.7892723083
epoch time: 5.5370287895s, input_fired_time: 0.1122552082, output_fired_time: 0.0000000000, propagate_forward_time: 4.9582514763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665222168
validation[          , genome  4785] predictions:    9598/  10000 (95.98%), best:    9630/10000 (96.30%), error:      1258.98254, best error:      1179.15369 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 67.6003952026s, input_fired_time: 0.8895788193, output_fired_time: 0.7844299078, propagate_forward_time: 24.8114185333, propagate_backward_time: 38.4313545227, weight_update_time: 0.1174793914, other_time: 2.6836128235
epoch time: 5.5490469933s, input_fired_time: 0.1128194854, output_fired_time: 0.0000000000, propagate_forward_time: 4.9695787430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4666485786
validation[          , genome  4785] predictions:    9622/  10000 (96.22%), best:    9630/10000 (96.30%), error:      1283.29517, best error:      1179.15369 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 68.4425277710s, input_fired_time: 0.9070250392, output_fired_time: 0.8010584712, propagate_forward_time: 25.1269149780, propagate_backward_time: 38.8300971985, weight_update_time: 0.1128032804, other_time: 2.7774314880
epoch time: 5.5454788208s, input_fired_time: 0.1124461964, output_fired_time: 0.0000000000, propagate_forward_time: 4.9634709358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4695615768
validation[          , genome  4785] predictions:    9630/  10000 (96.30%), best:    9630/10000 (96.30%), error:      1229.93335, best error:      1179.15369 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 68.9025268555s, input_fired_time: 0.9069519639, output_fired_time: 0.7904216647, propagate_forward_time: 25.3270359039, propagate_backward_time: 39.0412101746, weight_update_time: 0.1224607229, other_time: 2.8369102478
epoch time: 5.5899629593s, input_fired_time: 0.1121767759, output_fired_time: 0.0000000000, propagate_forward_time: 4.9885668755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4892191887
validation[          , genome  4785] predictions:    9568/  10000 (95.68%), best:    9630/10000 (96.30%), error:      1371.07336, best error:      1179.15369 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 67.8316116333s, input_fired_time: 0.8938637376, output_fired_time: 0.7860362530, propagate_forward_time: 24.9390907288, propagate_backward_time: 38.5534706116, weight_update_time: 0.1130533740, other_time: 2.6591491699
epoch time: 5.6257109642s, input_fired_time: 0.1147464663, output_fired_time: 0.0000000000, propagate_forward_time: 5.0088434219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5021209717
validation[          , genome  4785] predictions:    9616/  10000 (96.16%), best:    9630/10000 (96.30%), error:      1224.50354, best error:      1179.15369 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 68.5849304199s, input_fired_time: 0.9123883843, output_fired_time: 0.8026217818, propagate_forward_time: 25.2263927460, propagate_backward_time: 38.8980751038, weight_update_time: 0.1205191836, other_time: 2.7454490662
epoch time: 5.5682482719s, input_fired_time: 0.1148686707, output_fired_time: 0.0000000000, propagate_forward_time: 4.9544978142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988818169
validation[          , genome  4785] predictions:    9608/  10000 (96.08%), best:    9630/10000 (96.30%), error:      1261.67065, best error:      1179.15369 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 68.0055007935s, input_fired_time: 0.8956565857, output_fired_time: 0.7951172590, propagate_forward_time: 25.0299892426, propagate_backward_time: 38.5996246338, weight_update_time: 0.1117345765, other_time: 2.6851119995
epoch time: 5.7276892662s, input_fired_time: 0.1179267466, output_fired_time: 0.0000000000, propagate_forward_time: 5.1098666191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4998960495
validation[          , genome  4785] predictions:    9629/  10000 (96.29%), best:    9630/10000 (96.30%), error:      1233.03809, best error:      1179.15369 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 68.1483917236s, input_fired_time: 0.8996621370, output_fired_time: 0.7826676369, propagate_forward_time: 25.0062522888, propagate_backward_time: 38.7578277588, weight_update_time: 0.1130466685, other_time: 2.7019767761
epoch time: 5.5644655228s, input_fired_time: 0.1152971685, output_fired_time: 0.0000000000, propagate_forward_time: 4.9653558731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838123322
validation[          , genome  4785] predictions:    9536/  10000 (95.36%), best:    9630/10000 (96.30%), error:      1525.58081, best error:      1179.15369 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 68.2127075195s, input_fired_time: 0.9046088457, output_fired_time: 0.7931826115, propagate_forward_time: 24.9953861237, propagate_backward_time: 38.7723808289, weight_update_time: 0.1135959998, other_time: 2.7471504211
epoch time: 5.8204431534s, input_fired_time: 0.1200463846, output_fired_time: 0.0000000000, propagate_forward_time: 5.1939611435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064353943
validation[          , genome  4785] predictions:    9581/  10000 (95.81%), best:    9630/10000 (96.30%), error:      1356.08203, best error:      1179.15369 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 69.3335189819s, input_fired_time: 0.9283404946, output_fired_time: 0.8157921433, propagate_forward_time: 25.4890975952, propagate_backward_time: 39.2587280273, weight_update_time: 0.1196811572, other_time: 2.8415603638
epoch time: 5.5563955307s, input_fired_time: 0.1140975654, output_fired_time: 0.0000000000, propagate_forward_time: 4.9714112282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708867073
validation[          , genome  4785] predictions:    9612/  10000 (96.12%), best:    9630/10000 (96.30%), error:      1230.36523, best error:      1179.15369 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 67.9423370361s, input_fired_time: 0.8975669742, output_fired_time: 0.7874913812, propagate_forward_time: 24.9150714874, propagate_backward_time: 38.5749168396, weight_update_time: 0.1181152910, other_time: 2.7672920227
epoch time: 5.7005147934s, input_fired_time: 0.1197622567, output_fired_time: 0.0000000000, propagate_forward_time: 5.0887022018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4920501709
validation[          , genome  4785] predictions:    9621/  10000 (96.21%), best:    9630/10000 (96.30%), error:      1240.04260, best error:      1179.15369 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 68.6370544434s, input_fired_time: 0.8953286409, output_fired_time: 0.8024269342, propagate_forward_time: 25.1936016083, propagate_backward_time: 39.0210304260, weight_update_time: 0.1175274774, other_time: 2.7246589661
epoch time: 5.5178093910s, input_fired_time: 0.1118704751, output_fired_time: 0.0000000000, propagate_forward_time: 4.9421114922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4638276100
validation[          , genome  4785] predictions:    9584/  10000 (95.84%), best:    9630/10000 (96.30%), error:      1362.24182, best error:      1179.15369 on epoch:    72, 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: 28.0246906281s, input_fired_time: 0.5697434545, output_fired_time: 0.0000000000, propagate_forward_time: 24.9205970764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5343494415
best training[          , genome  4785] predictions:   48966/  50000 (97.93%), best:    9630/10000 (96.30%), error:      3783.95630, best error:      1179.15369 on epoch:    72, 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: 5.5326333046s, input_fired_time: 0.1108563617, output_fired_time: 0.0000000000, propagate_forward_time: 4.9569721222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4648046494
   testing[          , genome  4785] predictions:    9690/  10000 (96.90%), best:    9630/10000 (96.30%), error:      1061.00684, best error:      1179.15369 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:55:11 (4056): called boinc_finish(0)

</stderr_txt>
]]>