Nameexact_genome_1517574602_55_18145_1
Workunit2988616
Created8 Feb 2018, 16:50:50 UTC
Sent8 Feb 2018, 17:09:13 UTC
Report deadline17 Mar 2018, 20:31:19 UTC
Received9 Feb 2018, 7:37:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID31146
Run time14 hours 27 min 46 sec
CPU time14 hours 26 min 5 sec
Validate stateInitial
Credit0.00
Device peak FLOPS4.26 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size174.97 MB
Peak swap size178.04 MB
Peak disk usage4.01 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 465.1559448242s, input_fired_time: 6.6957716942, output_fired_time: 6.9591336250, propagate_forward_time: 170.5764312744, propagate_backward_time: 274.6747741699, weight_update_time: 0.4133766294, other_time: 6.2498474121
epoch time: 37.6016273499s, input_fired_time: 0.8442465067, output_fired_time: 0.0000000000, propagate_forward_time: 35.6013183594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1560630798
validation[          , genome 18145] predictions:    9847/  10000 (98.47%), best:    9848/10000 (98.48%), error:       530.36169, best error:       517.17297 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 483.2648620605s, input_fired_time: 6.8411221504, output_fired_time: 7.2611417770, propagate_forward_time: 177.1723937988, propagate_backward_time: 285.6625976563, weight_update_time: 0.4232277870, other_time: 6.3276062012
epoch time: 37.3619728088s, input_fired_time: 0.8374321461, output_fired_time: 0.0000000000, propagate_forward_time: 35.3572196960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1673202515
validation[          , genome 18145] predictions:    9743/  10000 (97.43%), best:    9848/10000 (98.48%), error:       765.92859, best error:       517.17297 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 478.6746520996s, input_fired_time: 6.8375692368, output_fired_time: 7.2381687164, propagate_forward_time: 176.1408233643, propagate_backward_time: 282.1354370117, weight_update_time: 0.4221908152, other_time: 6.3226928711
epoch time: 37.6966438293s, input_fired_time: 0.8438161612, output_fired_time: 0.0000000000, propagate_forward_time: 35.6939392090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1588897705
validation[          , genome 18145] predictions:    9836/  10000 (98.36%), best:    9848/10000 (98.48%), error:       520.29358, best error:       517.17297 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 477.7706298828s, input_fired_time: 6.8032860756, output_fired_time: 7.1724314690, propagate_forward_time: 175.5384368896, propagate_backward_time: 281.9308776855, weight_update_time: 0.4224290550, other_time: 6.3255920410
epoch time: 37.0908393860s, input_fired_time: 0.8367902040, output_fired_time: 0.0000000000, propagate_forward_time: 35.0906639099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1633834839
validation[          , genome 18145] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       464.13068, best error:       464.13068 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 480.5206298828s, input_fired_time: 6.8431081772, output_fired_time: 7.2288174629, propagate_forward_time: 176.8783416748, propagate_backward_time: 283.2597351074, weight_update_time: 0.4207304716, other_time: 6.3106384277
epoch time: 37.3619346619s, input_fired_time: 0.8460861444, output_fired_time: 0.0000000000, propagate_forward_time: 35.3553161621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1605339050
validation[          , genome 18145] predictions:    9859/  10000 (98.59%), best:    9843/10000 (98.43%), error:       476.41833, best error:       464.13068 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 478.8515930176s, input_fired_time: 6.8000974655, output_fired_time: 7.1956419945, propagate_forward_time: 175.0684814453, propagate_backward_time: 283.4870300293, weight_update_time: 0.4190189540, other_time: 6.3003234863
epoch time: 37.7579612732s, input_fired_time: 0.8497997522, output_fired_time: 0.0000000000, propagate_forward_time: 35.7571105957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1510505676
validation[          , genome 18145] predictions:    9822/  10000 (98.22%), best:    9843/10000 (98.43%), error:       531.82343, best error:       464.13068 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 478.5259704590s, input_fired_time: 6.7864775658, output_fired_time: 7.1556830406, propagate_forward_time: 175.4425201416, propagate_backward_time: 282.8114013672, weight_update_time: 0.4240431190, other_time: 6.3298950195
epoch time: 37.3427391052s, input_fired_time: 0.8410546780, output_fired_time: 0.0000000000, propagate_forward_time: 35.3415298462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1601562500
validation[          , genome 18145] predictions:    9846/  10000 (98.46%), best:    9843/10000 (98.43%), error:       504.34323, best error:       464.13068 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 480.0746154785s, input_fired_time: 6.8415451050, output_fired_time: 7.1674628258, propagate_forward_time: 176.8392181396, propagate_backward_time: 282.8847961426, weight_update_time: 0.4245451093, other_time: 6.3415832520
epoch time: 36.1202545166s, input_fired_time: 0.8269447684, output_fired_time: 0.0000000000, propagate_forward_time: 34.1552925110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1380157471
validation[          , genome 18145] predictions:    9837/  10000 (98.37%), best:    9843/10000 (98.43%), error:       522.34113, best error:       464.13068 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 477.8767089844s, input_fired_time: 6.8059654236, output_fired_time: 7.2167749405, propagate_forward_time: 175.3267974854, propagate_backward_time: 282.1983337402, weight_update_time: 0.4218845665, other_time: 6.3288269043
epoch time: 37.3899192810s, input_fired_time: 0.8477640152, output_fired_time: 0.0000000000, propagate_forward_time: 35.3904647827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1516914368
validation[          , genome 18145] predictions:    9840/  10000 (98.40%), best:    9843/10000 (98.43%), error:       491.94812, best error:       464.13068 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 483.9275207520s, input_fired_time: 6.8768897057, output_fired_time: 7.2425885201, propagate_forward_time: 177.8868255615, propagate_backward_time: 285.5669860840, weight_update_time: 0.4254096746, other_time: 6.3542175293
epoch time: 37.8930511475s, input_fired_time: 0.8595268130, output_fired_time: 0.0000000000, propagate_forward_time: 35.8717308044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1617927551
validation[          , genome 18145] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       441.57706, best error:       441.57706 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 476.0558471680s, input_fired_time: 6.8167939186, output_fired_time: 7.1001610756, propagate_forward_time: 175.1728668213, propagate_backward_time: 280.6503295898, weight_update_time: 0.4211958647, other_time: 6.3156738281
epoch time: 36.0134887695s, input_fired_time: 0.8248358369, output_fired_time: 0.0000000000, propagate_forward_time: 34.0375480652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1511039734
validation[          , genome 18145] predictions:    9827/  10000 (98.27%), best:    9874/10000 (98.74%), error:       538.89923, best error:       441.57706 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 466.2826843262s, input_fired_time: 6.7170758247, output_fired_time: 6.9822335243, propagate_forward_time: 171.4448852539, propagate_backward_time: 274.8420410156, weight_update_time: 0.4175961614, other_time: 6.2964477539
epoch time: 36.1100997925s, input_fired_time: 0.8213703632, output_fired_time: 0.0000000000, propagate_forward_time: 34.1411705017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1475601196
validation[          , genome 18145] predictions:    9838/  10000 (98.38%), best:    9874/10000 (98.74%), error:       515.50134, best error:       441.57706 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 466.5746459961s, input_fired_time: 6.7101244926, output_fired_time: 7.0048332214, propagate_forward_time: 171.0851593018, propagate_backward_time: 275.4874267578, weight_update_time: 0.4174423218, other_time: 6.2871093750
epoch time: 35.9026947021s, input_fired_time: 0.8184252977, output_fired_time: 0.0000000000, propagate_forward_time: 33.9502334595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1340370178
validation[          , genome 18145] predictions:    9853/  10000 (98.53%), best:    9874/10000 (98.74%), error:       482.78107, best error:       441.57706 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 472.0702819824s, input_fired_time: 6.7617273331, output_fired_time: 7.1159563065, propagate_forward_time: 173.3553924561, propagate_backward_time: 278.5639038086, weight_update_time: 0.4139684141, other_time: 6.2733154297
epoch time: 36.9930953979s, input_fired_time: 0.8392577767, output_fired_time: 0.0000000000, propagate_forward_time: 34.9971313477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1567077637
validation[          , genome 18145] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       441.50412, best error:       441.50412 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 468.2002258301s, input_fired_time: 6.7395186424, output_fired_time: 7.0528416634, propagate_forward_time: 171.7716217041, propagate_backward_time: 276.3396911621, weight_update_time: 0.4182406664, other_time: 6.2965393066
epoch time: 35.0652656555s, input_fired_time: 0.8172965646, output_fired_time: 0.0000000000, propagate_forward_time: 33.1121292114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1358413696
validation[          , genome 18145] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       431.85980, best error:       431.85980 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 465.5212097168s, input_fired_time: 6.7138929367, output_fired_time: 6.9747762680, propagate_forward_time: 170.1967620850, propagate_backward_time: 275.4002990723, weight_update_time: 0.4102110863, other_time: 6.2355041504
epoch time: 36.2960586548s, input_fired_time: 0.8360535502, output_fired_time: 0.0000000000, propagate_forward_time: 34.3120536804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1479530334
validation[          , genome 18145] predictions:    9817/  10000 (98.17%), best:    9870/10000 (98.70%), error:       565.18762, best error:       431.85980 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 479.4534606934s, input_fired_time: 6.8430371284, output_fired_time: 7.2433991432, propagate_forward_time: 175.7186737061, propagate_backward_time: 283.3116760254, weight_update_time: 0.4226777554, other_time: 6.3366394043
epoch time: 37.1502532959s, input_fired_time: 0.8457466960, output_fired_time: 0.0000000000, propagate_forward_time: 35.1500930786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1544151306
validation[          , genome 18145] predictions:    9839/  10000 (98.39%), best:    9870/10000 (98.70%), error:       489.23865, best error:       431.85980 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 474.9216003418s, input_fired_time: 6.8252220154, output_fired_time: 7.1870875359, propagate_forward_time: 174.2772674561, propagate_backward_time: 280.3423461914, weight_update_time: 0.4168550968, other_time: 6.2896728516
epoch time: 37.0859909058s, input_fired_time: 0.8465024829, output_fired_time: 0.0000000000, propagate_forward_time: 35.0967903137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1426963806
validation[          , genome 18145] predictions:    9858/  10000 (98.58%), best:    9870/10000 (98.70%), error:       443.44540, best error:       431.85980 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 477.8827209473s, input_fired_time: 6.8474440575, output_fired_time: 7.1948499680, propagate_forward_time: 175.8393096924, propagate_backward_time: 281.6677551270, weight_update_time: 0.4227484465, other_time: 6.3333435059
epoch time: 37.9980621338s, input_fired_time: 0.8648182750, output_fired_time: 0.0000000000, propagate_forward_time: 35.9694595337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1637840271
validation[          , genome 18145] predictions:    9864/  10000 (98.64%), best:    9870/10000 (98.70%), error:       490.04105, best error:       431.85980 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 481.9591064453s, input_fired_time: 6.9347805977, output_fired_time: 7.2385220528, propagate_forward_time: 177.9754791260, propagate_backward_time: 283.4781799316, weight_update_time: 0.4236631095, other_time: 6.3321228027
epoch time: 36.6346511841s, input_fired_time: 0.8449923992, output_fired_time: 0.0000000000, propagate_forward_time: 34.6373634338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1522941589
validation[          , genome 18145] predictions:    9832/  10000 (98.32%), best:    9870/10000 (98.70%), error:       519.75024, best error:       431.85980 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 481.6932373047s, input_fired_time: 6.8998832703, output_fired_time: 7.2358360291, propagate_forward_time: 177.4813385010, propagate_backward_time: 283.7440185547, weight_update_time: 0.4221843183, other_time: 6.3321533203
epoch time: 36.8202095032s, input_fired_time: 0.8392366171, output_fired_time: 0.0000000000, propagate_forward_time: 34.8331527710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1478195190
validation[          , genome 18145] predictions:    9862/  10000 (98.62%), best:    9870/10000 (98.70%), error:       442.30078, best error:       431.85980 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 486.8579406738s, input_fired_time: 6.9248919487, output_fired_time: 7.3095855713, propagate_forward_time: 178.7361755371, propagate_backward_time: 287.5165710449, weight_update_time: 0.4252240658, other_time: 6.3707275391
epoch time: 38.1869697571s, input_fired_time: 0.8641705513, output_fired_time: 0.0000000000, propagate_forward_time: 36.1645126343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1582870483
validation[          , genome 18145] predictions:    9864/  10000 (98.64%), best:    9870/10000 (98.70%), error:       443.27850, best error:       431.85980 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 485.9921875000s, input_fired_time: 6.9126129150, output_fired_time: 7.3256878853, propagate_forward_time: 178.7459411621, propagate_backward_time: 286.6700134277, weight_update_time: 0.4230211675, other_time: 6.3379516602
epoch time: 36.7528572083s, input_fired_time: 0.8457336426, output_fired_time: 0.0000000000, propagate_forward_time: 34.7526130676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1545104980
validation[          , genome 18145] predictions:    9868/  10000 (98.68%), best:    9870/10000 (98.70%), error:       460.57175, best error:       431.85980 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 481.8757019043s, input_fired_time: 6.8804049492, output_fired_time: 7.2446761131, propagate_forward_time: 177.0496215820, propagate_backward_time: 284.3612670898, weight_update_time: 0.4235314131, other_time: 6.3397216797
epoch time: 37.6740951538s, input_fired_time: 0.8567985892, output_fired_time: 0.0000000000, propagate_forward_time: 35.6620559692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1552391052
validation[          , genome 18145] predictions:    9869/  10000 (98.69%), best:    9870/10000 (98.70%), error:       435.64966, best error:       431.85980 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 485.5243225098s, input_fired_time: 6.9363079071, output_fired_time: 7.2449169159, propagate_forward_time: 178.7433776855, propagate_backward_time: 286.2271118164, weight_update_time: 0.4278428555, other_time: 6.3726196289
epoch time: 37.9876365662s, input_fired_time: 0.8633387089, output_fired_time: 0.0000000000, propagate_forward_time: 35.9531936646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1711044312
validation[          , genome 18145] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       422.80325, best error:       422.80325 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 485.3072814941s, input_fired_time: 6.9126591682, output_fired_time: 7.2937607765, propagate_forward_time: 177.4958953857, propagate_backward_time: 287.2455444336, weight_update_time: 0.4255329072, other_time: 6.3594360352
epoch time: 37.3384971619s, input_fired_time: 0.8517901301, output_fired_time: 0.0000000000, propagate_forward_time: 35.3304634094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1562423706
validation[          , genome 18145] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       413.34952, best error:       413.34952 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 480.9393005371s, input_fired_time: 6.9051146507, output_fired_time: 7.1617722511, propagate_forward_time: 177.2130889893, propagate_backward_time: 283.3291015625, weight_update_time: 0.4229384363, other_time: 6.3302001953
epoch time: 37.3945236206s, input_fired_time: 0.8559852839, output_fired_time: 0.0000000000, propagate_forward_time: 35.3857879639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1527519226
validation[          , genome 18145] predictions:    9865/  10000 (98.65%), best:    9866/10000 (98.66%), error:       439.97794, best error:       413.34952 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 484.0996398926s, input_fired_time: 6.9368319511, output_fired_time: 7.2318682671, propagate_forward_time: 178.0545959473, propagate_backward_time: 285.5103454590, weight_update_time: 0.4254940748, other_time: 6.3659973145
epoch time: 37.6361846924s, input_fired_time: 0.8604102135, output_fired_time: 0.0000000000, propagate_forward_time: 35.6040802002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1716957092
validation[          , genome 18145] predictions:    9843/  10000 (98.43%), best:    9866/10000 (98.66%), error:       474.18753, best error:       413.34952 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 481.4952697754s, input_fired_time: 6.9195957184, output_fired_time: 7.2668561935, propagate_forward_time: 176.7348785400, propagate_backward_time: 284.2534179688, weight_update_time: 0.4214051366, other_time: 6.3205566406
epoch time: 37.7547988892s, input_fired_time: 0.8657006621, output_fired_time: 0.0000000000, propagate_forward_time: 35.7215347290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1675643921
validation[          , genome 18145] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       394.61163, best error:       394.61163 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 479.9598999023s, input_fired_time: 6.8939709663, output_fired_time: 7.2322130203, propagate_forward_time: 176.3168640137, propagate_backward_time: 283.1924133301, weight_update_time: 0.4204512835, other_time: 6.3244323730
epoch time: 37.9525794983s, input_fired_time: 0.8640341759, output_fired_time: 0.0000000000, propagate_forward_time: 35.9191131592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1694335938
validation[          , genome 18145] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       374.11560, best error:       374.11560 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 478.3164367676s, input_fired_time: 6.8725838661, output_fired_time: 7.2462172508, propagate_forward_time: 175.6143646240, propagate_backward_time: 282.2574768066, weight_update_time: 0.4201170802, other_time: 6.3257751465
epoch time: 37.5862236023s, input_fired_time: 0.8574039340, output_fired_time: 0.0000000000, propagate_forward_time: 35.5667304993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1620903015
validation[          , genome 18145] predictions:    9848/  10000 (98.48%), best:    9880/10000 (98.80%), error:       488.20984, best error:       374.11560 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 470.1332397461s, input_fired_time: 6.7920241356, output_fired_time: 7.0392837524, propagate_forward_time: 172.4217681885, propagate_backward_time: 277.5942077637, weight_update_time: 0.4156627059, other_time: 6.2859802246
epoch time: 35.9455909729s, input_fired_time: 0.8401176333, output_fired_time: 0.0000000000, propagate_forward_time: 33.9681205750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1373519897
validation[          , genome 18145] predictions:    9870/  10000 (98.70%), best:    9880/10000 (98.80%), error:       388.67145, best error:       374.11560 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 469.4134521484s, input_fired_time: 6.8223867416, output_fired_time: 7.0597271919, propagate_forward_time: 173.2425384521, propagate_backward_time: 275.9843444824, weight_update_time: 0.4195769131, other_time: 6.3044738770
epoch time: 35.8094711304s, input_fired_time: 0.8347907662, output_fired_time: 0.0000000000, propagate_forward_time: 33.8358497620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1388320923
validation[          , genome 18145] predictions:    9871/  10000 (98.71%), best:    9880/10000 (98.80%), error:       409.32745, best error:       374.11560 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 470.4292297363s, input_fired_time: 6.8344798088, output_fired_time: 7.0795593262, propagate_forward_time: 172.8290710449, propagate_backward_time: 277.4208679199, weight_update_time: 0.4154194295, other_time: 6.2652587891
epoch time: 36.3555145264s, input_fired_time: 0.8435677886, output_fired_time: 0.0000000000, propagate_forward_time: 34.3667106628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1452369690
validation[          , genome 18145] predictions:    9871/  10000 (98.71%), best:    9880/10000 (98.80%), error:       416.85312, best error:       374.11560 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 470.3942565918s, input_fired_time: 6.8374233246, output_fired_time: 7.0607004166, propagate_forward_time: 173.4185028076, propagate_backward_time: 276.7783203125, weight_update_time: 0.4178601503, other_time: 6.2993164063
epoch time: 36.9100227356s, input_fired_time: 0.8514006734, output_fired_time: 0.0000000000, propagate_forward_time: 34.9081382751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1504821777
validation[          , genome 18145] predictions:    9881/  10000 (98.81%), best:    9880/10000 (98.80%), error:       376.35107, best error:       374.11560 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 466.4546508789s, input_fired_time: 6.7794466019, output_fired_time: 6.9690136909, propagate_forward_time: 171.2882385254, propagate_backward_time: 275.1458740234, weight_update_time: 0.4150677919, other_time: 6.2720642090
epoch time: 36.4995384216s, input_fired_time: 0.8494492173, output_fired_time: 0.0000000000, propagate_forward_time: 34.5110168457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1390724182
validation[          , genome 18145] predictions:    9843/  10000 (98.43%), best:    9880/10000 (98.80%), error:       476.78290, best error:       374.11560 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 467.5557861328s, input_fired_time: 6.8176188469, output_fired_time: 7.0135564804, propagate_forward_time: 171.7844848633, propagate_backward_time: 275.6550292969, weight_update_time: 0.4168018401, other_time: 6.2850952148
epoch time: 36.7102546692s, input_fired_time: 0.8409066200, output_fired_time: 0.0000000000, propagate_forward_time: 34.7189903259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1503562927
validation[          , genome 18145] predictions:    9865/  10000 (98.65%), best:    9880/10000 (98.80%), error:       416.18222, best error:       374.11560 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 473.0034790039s, input_fired_time: 6.8758625984, output_fired_time: 7.0781416893, propagate_forward_time: 174.4071502686, propagate_backward_time: 278.3300476074, weight_update_time: 0.4202107787, other_time: 6.3122863770
epoch time: 36.8024940491s, input_fired_time: 0.8536573648, output_fired_time: 0.0000000000, propagate_forward_time: 34.7908248901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1580123901
validation[          , genome 18145] predictions:    9831/  10000 (98.31%), best:    9880/10000 (98.80%), error:       502.59479, best error:       374.11560 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 467.2438964844s, input_fired_time: 6.7755255699, output_fired_time: 7.0070228577, propagate_forward_time: 171.1581268311, propagate_backward_time: 276.0209960938, weight_update_time: 0.4163925052, other_time: 6.2822265625
epoch time: 36.3035469055s, input_fired_time: 0.8441260457, output_fired_time: 0.0000000000, propagate_forward_time: 34.3183784485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1410408020
validation[          , genome 18145] predictions:    9864/  10000 (98.64%), best:    9880/10000 (98.80%), error:       411.87454, best error:       374.11560 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 471.7384643555s, input_fired_time: 6.8406395912, output_fired_time: 7.0707688332, propagate_forward_time: 173.3471374512, propagate_backward_time: 278.1901245117, weight_update_time: 0.4177589715, other_time: 6.2897949219
epoch time: 36.3945465088s, input_fired_time: 0.8488109112, output_fired_time: 0.0000000000, propagate_forward_time: 34.3964996338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1492347717
validation[          , genome 18145] predictions:    9876/  10000 (98.76%), best:    9880/10000 (98.80%), error:       400.42068, best error:       374.11560 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 468.7849426270s, input_fired_time: 6.8282217979, output_fired_time: 7.0312957764, propagate_forward_time: 172.0724945068, propagate_backward_time: 276.5458068848, weight_update_time: 0.4201280177, other_time: 6.3070983887
epoch time: 36.8797683716s, input_fired_time: 0.8519474864, output_fired_time: 0.0000000000, propagate_forward_time: 34.8741798401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1536407471
validation[          , genome 18145] predictions:    9856/  10000 (98.56%), best:    9880/10000 (98.80%), error:       494.29401, best error:       374.11560 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 472.2571105957s, input_fired_time: 6.8373723030, output_fired_time: 7.1264166832, propagate_forward_time: 172.4605255127, propagate_backward_time: 279.5419006348, weight_update_time: 0.4186068475, other_time: 6.2909240723
epoch time: 36.0753593445s, input_fired_time: 0.8368299007, output_fired_time: 0.0000000000, propagate_forward_time: 34.0946044922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1439247131
validation[          , genome 18145] predictions:    9892/  10000 (98.92%), best:    9880/10000 (98.80%), error:       396.09186, best error:       374.11560 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 469.6892700195s, input_fired_time: 6.8226261139, output_fired_time: 7.0226998329, propagate_forward_time: 172.5369415283, propagate_backward_time: 277.0122070313, weight_update_time: 0.4184150100, other_time: 6.2947998047
epoch time: 36.2945404053s, input_fired_time: 0.8446167111, output_fired_time: 0.0000000000, propagate_forward_time: 34.3086776733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1412467957
validation[          , genome 18145] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       372.20163, best error:       372.20163 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 472.8914184570s, input_fired_time: 6.8802127838, output_fired_time: 7.0546331406, propagate_forward_time: 174.2892608643, propagate_backward_time: 278.3870544434, weight_update_time: 0.4159490466, other_time: 6.2802429199
epoch time: 36.4192047119s, input_fired_time: 0.8494726419, output_fired_time: 0.0000000000, propagate_forward_time: 34.4197311401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1500015259
validation[          , genome 18145] predictions:    9834/  10000 (98.34%), best:    9883/10000 (98.83%), error:       505.39197, best error:       372.20163 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 470.9342956543s, input_fired_time: 6.8322877884, output_fired_time: 7.0486392975, propagate_forward_time: 172.5758972168, propagate_backward_time: 278.1828613281, weight_update_time: 0.4170939624, other_time: 6.2946166992
epoch time: 37.1636199951s, input_fired_time: 0.8621477485, output_fired_time: 0.0000000000, propagate_forward_time: 35.1545829773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1468887329
validation[          , genome 18145] predictions:    9879/  10000 (98.79%), best:    9883/10000 (98.83%), error:       393.19904, best error:       372.20163 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 472.4831848145s, input_fired_time: 6.8374900818, output_fired_time: 7.0684638023, propagate_forward_time: 172.9094696045, propagate_backward_time: 279.3823242188, weight_update_time: 0.4176528156, other_time: 6.2854614258
epoch time: 37.5940856934s, input_fired_time: 0.8656518459, output_fired_time: 0.0000000000, propagate_forward_time: 35.5655059814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1629295349
validation[          , genome 18145] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       362.83936, best error:       362.83936 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 474.8156127930s, input_fired_time: 6.9001369476, output_fired_time: 7.0988097191, propagate_forward_time: 175.1159362793, propagate_backward_time: 279.3879699707, weight_update_time: 0.4200108647, other_time: 6.3127441406
epoch time: 36.7988433838s, input_fired_time: 0.8519797921, output_fired_time: 0.0000000000, propagate_forward_time: 34.8016357422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1452293396
validation[          , genome 18145] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       357.28403, best error:       357.28403 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 484.0303039551s, input_fired_time: 6.9843988419, output_fired_time: 7.2079110146, propagate_forward_time: 178.0196533203, propagate_backward_time: 285.4857482910, weight_update_time: 0.4225813150, other_time: 6.3325805664
epoch time: 37.6682014465s, input_fired_time: 0.8745903373, output_fired_time: 0.0000000000, propagate_forward_time: 35.6305236816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1630859375
validation[          , genome 18145] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       343.89771, best error:       343.89771 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 484.0211791992s, input_fired_time: 6.9500436783, output_fired_time: 7.2741675377, propagate_forward_time: 177.8053283691, propagate_backward_time: 285.6507873535, weight_update_time: 0.4222467542, other_time: 6.3408508301
epoch time: 38.3060684204s, input_fired_time: 0.8822025061, output_fired_time: 0.0000000000, propagate_forward_time: 36.2619781494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1618881226
validation[          , genome 18145] predictions:    9874/  10000 (98.74%), best:    9894/10000 (98.94%), error:       393.29431, best error:       343.89771 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 485.9617004395s, input_fired_time: 6.9803180695, output_fired_time: 7.2721338272, propagate_forward_time: 178.3408355713, propagate_backward_time: 286.9949340820, weight_update_time: 0.4262305498, other_time: 6.3734741211
epoch time: 37.7523994446s, input_fired_time: 0.8716422915, output_fired_time: 0.0000000000, propagate_forward_time: 35.7250671387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1556892395
validation[          , genome 18145] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       342.08279, best error:       342.08279 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 481.4612121582s, input_fired_time: 6.9886207581, output_fired_time: 7.2060766220, propagate_forward_time: 177.6682434082, propagate_backward_time: 283.2576293945, weight_update_time: 0.4196909070, other_time: 6.3406372070
epoch time: 38.9780883789s, input_fired_time: 0.8893373013, output_fired_time: 0.0000000000, propagate_forward_time: 36.9175071716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1712455750
validation[          , genome 18145] predictions:    9869/  10000 (98.69%), best:    9894/10000 (98.94%), error:       441.04956, best error:       342.08279 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 480.5716857910s, input_fired_time: 6.9481654167, output_fired_time: 7.1987156868, propagate_forward_time: 176.7759857178, propagate_backward_time: 283.3206787109, weight_update_time: 0.4220583737, other_time: 6.3281250000
epoch time: 36.3243751526s, input_fired_time: 0.8529888391, output_fired_time: 0.0000000000, propagate_forward_time: 34.3274078369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1439781189
validation[          , genome 18145] predictions:    9833/  10000 (98.33%), best:    9894/10000 (98.94%), error:       513.58887, best error:       342.08279 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 480.3512878418s, input_fired_time: 6.9748778343, output_fired_time: 7.2451348305, propagate_forward_time: 176.7250518799, propagate_backward_time: 283.1023254395, weight_update_time: 0.4204037786, other_time: 6.3038635254
epoch time: 38.1281814575s, input_fired_time: 0.8823204637, output_fired_time: 0.0000000000, propagate_forward_time: 36.0923309326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1535301208
validation[          , genome 18145] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       340.68839, best error:       340.68839 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 480.6390075684s, input_fired_time: 6.9639148712, output_fired_time: 7.2031569481, propagate_forward_time: 177.2364959717, propagate_backward_time: 282.9010925293, weight_update_time: 0.4234031141, other_time: 6.3343200684
epoch time: 37.2175445557s, input_fired_time: 0.8667201400, output_fired_time: 0.0000000000, propagate_forward_time: 35.1930580139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1577682495
validation[          , genome 18145] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       339.34589, best error:       339.34589 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 482.0873718262s, input_fired_time: 6.9692673683, output_fired_time: 7.1850581169, propagate_forward_time: 177.7056274414, propagate_backward_time: 283.8651428223, weight_update_time: 0.4260715544, other_time: 6.3622741699
epoch time: 38.5774879456s, input_fired_time: 0.8838733435, output_fired_time: 0.0000000000, propagate_forward_time: 36.5208778381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1727371216
validation[          , genome 18145] predictions:    9870/  10000 (98.70%), best:    9896/10000 (98.96%), error:       399.02951, best error:       339.34589 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 483.2014160156s, input_fired_time: 6.9777235985, output_fired_time: 7.2004923820, propagate_forward_time: 177.5670166016, propagate_backward_time: 285.1226806641, weight_update_time: 0.4242314696, other_time: 6.3334960938
epoch time: 37.3787460327s, input_fired_time: 0.8683304787, output_fired_time: 0.0000000000, propagate_forward_time: 35.3531265259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1572875977
validation[          , genome 18145] predictions:    9887/  10000 (98.87%), best:    9896/10000 (98.96%), error:       369.37653, best error:       339.34589 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 480.2466735840s, input_fired_time: 6.9295701981, output_fired_time: 7.1702075005, propagate_forward_time: 175.6326751709, propagate_backward_time: 284.1771850586, weight_update_time: 0.4228129387, other_time: 6.3370361328
epoch time: 37.0499153137s, input_fired_time: 0.8592540622, output_fired_time: 0.0000000000, propagate_forward_time: 35.0306053162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1600570679
validation[          , genome 18145] predictions:    9894/  10000 (98.94%), best:    9896/10000 (98.96%), error:       371.95007, best error:       339.34589 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 473.7287902832s, input_fired_time: 6.8904519081, output_fired_time: 7.1119632721, propagate_forward_time: 173.7201690674, propagate_backward_time: 279.7569580078, weight_update_time: 0.4135039449, other_time: 6.2492675781
epoch time: 36.8589935303s, input_fired_time: 0.8601219654, output_fired_time: 0.0000000000, propagate_forward_time: 34.8397445679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1591262817
validation[          , genome 18145] predictions:    9883/  10000 (98.83%), best:    9896/10000 (98.96%), error:       372.38794, best error:       339.34589 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 473.1469116211s, input_fired_time: 6.8739070892, output_fired_time: 7.1214942932, propagate_forward_time: 172.6286773682, propagate_backward_time: 280.2319030762, weight_update_time: 0.4175506234, other_time: 6.2909240723
epoch time: 36.6846656799s, input_fired_time: 0.8584544063, output_fired_time: 0.0000000000, propagate_forward_time: 34.6698150635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1563949585
validation[          , genome 18145] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       324.60367, best error:       324.60367 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 473.4120788574s, input_fired_time: 6.8908762932, output_fired_time: 6.9984741211, propagate_forward_time: 174.1034393311, propagate_backward_time: 279.1542358398, weight_update_time: 0.4147739410, other_time: 6.2650756836
epoch time: 36.6167869568s, input_fired_time: 0.8505046368, output_fired_time: 0.0000000000, propagate_forward_time: 34.6129798889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1533012390
validation[          , genome 18145] predictions:    9884/  10000 (98.84%), best:    9899/10000 (98.99%), error:       380.70984, best error:       324.60367 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 473.2218322754s, input_fired_time: 6.8727030754, output_fired_time: 7.1401448250, propagate_forward_time: 173.0052032471, propagate_backward_time: 279.9066467285, weight_update_time: 0.4175149500, other_time: 6.2971496582
epoch time: 35.9544029236s, input_fired_time: 0.8457451463, output_fired_time: 0.0000000000, propagate_forward_time: 33.9747886658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1338691711
validation[          , genome 18145] predictions:    9889/  10000 (98.89%), best:    9899/10000 (98.99%), error:       362.57599, best error:       324.60367 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 475.3606872559s, input_fired_time: 6.9116835594, output_fired_time: 7.1054444313, propagate_forward_time: 174.4132690430, propagate_backward_time: 280.6339721680, weight_update_time: 0.4198510647, other_time: 6.2963256836
epoch time: 36.9877204895s, input_fired_time: 0.8637073636, output_fired_time: 0.0000000000, propagate_forward_time: 34.9705085754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1535034180
validation[          , genome 18145] predictions:    9889/  10000 (98.89%), best:    9899/10000 (98.99%), error:       346.23029, best error:       324.60367 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 472.3735046387s, input_fired_time: 6.8721375465, output_fired_time: 7.0165696144, propagate_forward_time: 173.2756195068, propagate_backward_time: 278.9327392578, weight_update_time: 0.4158218205, other_time: 6.2764282227
epoch time: 36.4010238647s, input_fired_time: 0.8522924185, output_fired_time: 0.0000000000, propagate_forward_time: 34.3954505920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1532821655
validation[          , genome 18145] predictions:    9895/  10000 (98.95%), best:    9899/10000 (98.99%), error:       342.37369, best error:       324.60367 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 474.3752746582s, input_fired_time: 6.8771095276, output_fired_time: 7.0776619911, propagate_forward_time: 173.4188537598, propagate_backward_time: 280.6937561035, weight_update_time: 0.4197145104, other_time: 6.3078918457
epoch time: 36.5828971863s, input_fired_time: 0.8589254022, output_fired_time: 0.0000000000, propagate_forward_time: 34.5767822266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1471900940
validation[          , genome 18145] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       336.03796, best error:       324.60367 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 475.6951599121s, input_fired_time: 6.9082479477, output_fired_time: 7.1630754471, propagate_forward_time: 173.6511840820, propagate_backward_time: 281.6868286133, weight_update_time: 0.4192431271, other_time: 6.2858276367
epoch time: 37.0433540344s, input_fired_time: 0.8668382764, output_fired_time: 0.0000000000, propagate_forward_time: 35.0302047729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1463127136
validation[          , genome 18145] predictions:    9904/  10000 (99.04%), best:    9899/10000 (98.99%), error:       331.46680, best error:       324.60367 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 474.3936462402s, input_fired_time: 6.9154839516, output_fired_time: 7.0922169685, propagate_forward_time: 173.5239410400, propagate_backward_time: 280.5567016602, weight_update_time: 0.4205756187, other_time: 6.3052978516
epoch time: 36.2356567383s, input_fired_time: 0.8500177860, output_fired_time: 0.0000000000, propagate_forward_time: 34.2409667969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1446723938
validation[          , genome 18145] predictions:    9896/  10000 (98.96%), best:    9899/10000 (98.99%), error:       355.05511, best error:       324.60367 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 471.3746032715s, input_fired_time: 6.8707613945, output_fired_time: 7.0796046257, propagate_forward_time: 172.7976837158, propagate_backward_time: 278.3691711426, weight_update_time: 0.4150002897, other_time: 6.2574157715
epoch time: 36.3127098083s, input_fired_time: 0.8501718640, output_fired_time: 0.0000000000, propagate_forward_time: 34.3152618408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1472778320
validation[          , genome 18145] predictions:    9879/  10000 (98.79%), best:    9899/10000 (98.99%), error:       408.72144, best error:       324.60367 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 471.0405578613s, input_fired_time: 6.8538718224, output_fired_time: 7.1343154907, propagate_forward_time: 171.7819671631, propagate_backward_time: 279.0118103027, weight_update_time: 0.4151895046, other_time: 6.2585754395
epoch time: 36.2068939209s, input_fired_time: 0.8548042178, output_fired_time: 0.0000000000, propagate_forward_time: 34.2018203735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1502685547
validation[          , genome 18145] predictions:    9893/  10000 (98.93%), best:    9899/10000 (98.99%), error:       353.70126, best error:       324.60367 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 470.8393554688s, input_fired_time: 6.8935155869, output_fired_time: 7.0677146912, propagate_forward_time: 172.7095947266, propagate_backward_time: 277.8900146484, weight_update_time: 0.4150416553, other_time: 6.2785034180
epoch time: 36.5041427612s, input_fired_time: 0.8667516708, output_fired_time: 0.0000000000, propagate_forward_time: 34.4957199097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1416702271
validation[          , genome 18145] predictions:    9894/  10000 (98.94%), best:    9899/10000 (98.99%), error:       358.98508, best error:       324.60367 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 464.4691162109s, input_fired_time: 6.8079762459, output_fired_time: 6.9924468994, propagate_forward_time: 169.6159515381, propagate_backward_time: 274.8063049316, weight_update_time: 0.4146617651, other_time: 6.2464294434
epoch time: 36.5263481140s, input_fired_time: 0.8563628197, output_fired_time: 0.0000000000, propagate_forward_time: 34.5137557983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1562309265
validation[          , genome 18145] predictions:    9884/  10000 (98.84%), best:    9899/10000 (98.99%), error:       391.00601, best error:       324.60367 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 471.2038574219s, input_fired_time: 6.8955678940, output_fired_time: 7.1031789780, propagate_forward_time: 173.7111358643, propagate_backward_time: 277.2017822266, weight_update_time: 0.4178745747, other_time: 6.2921752930
epoch time: 35.9068031311s, input_fired_time: 0.8417299986, output_fired_time: 0.0000000000, propagate_forward_time: 33.9224433899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1426315308
validation[          , genome 18145] predictions:    9888/  10000 (98.88%), best:    9899/10000 (98.99%), error:       349.10532, best error:       324.60367 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 467.3588867188s, input_fired_time: 6.8803381920, output_fired_time: 7.0204906464, propagate_forward_time: 172.3813018799, propagate_backward_time: 274.8257141113, weight_update_time: 0.4130268097, other_time: 6.2510681152
epoch time: 35.7859992981s, input_fired_time: 0.8477081060, output_fired_time: 0.0000000000, propagate_forward_time: 33.7903366089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1479530334
validation[          , genome 18145] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       317.12585, best error:       317.12585 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 472.7556457520s, input_fired_time: 6.9134488106, output_fired_time: 7.0729389191, propagate_forward_time: 174.0781707764, propagate_backward_time: 278.4256591797, weight_update_time: 0.4136256576, other_time: 6.2654418945
epoch time: 36.9430923462s, input_fired_time: 0.8650128841, output_fired_time: 0.0000000000, propagate_forward_time: 34.9359016418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1421775818
validation[          , genome 18145] predictions:    9895/  10000 (98.95%), best:    9902/10000 (99.02%), error:       320.49515, best error:       317.12585 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 472.3628845215s, input_fired_time: 6.9164795876, output_fired_time: 7.0436286926, propagate_forward_time: 173.9058837891, propagate_backward_time: 278.2003784180, weight_update_time: 0.4188253880, other_time: 6.2965087891
epoch time: 35.7663459778s, input_fired_time: 0.8415818810, output_fired_time: 0.0000000000, propagate_forward_time: 33.7840194702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1407432556
validation[          , genome 18145] predictions:    9893/  10000 (98.93%), best:    9902/10000 (99.02%), error:       337.75461, best error:       317.12585 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 472.2940673828s, input_fired_time: 6.9013290405, output_fired_time: 7.1092448235, propagate_forward_time: 172.9504241943, propagate_backward_time: 279.0426025391, weight_update_time: 0.4172012806, other_time: 6.2904663086
epoch time: 36.6633148193s, input_fired_time: 0.8584399819, output_fired_time: 0.0000000000, propagate_forward_time: 34.6679801941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1368942261
validation[          , genome 18145] predictions:    9895/  10000 (98.95%), best:    9902/10000 (99.02%), error:       343.76730, best error:       317.12585 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 467.3225708008s, input_fired_time: 6.8288664818, output_fired_time: 7.0684366226, propagate_forward_time: 170.7136535645, propagate_backward_time: 276.4246826172, weight_update_time: 0.4168072641, other_time: 6.2869262695
epoch time: 34.9439048767s, input_fired_time: 0.8292101026, output_fired_time: 0.0000000000, propagate_forward_time: 32.9816284180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1330680847
validation[          , genome 18145] predictions:    9899/  10000 (98.99%), best:    9902/10000 (99.02%), error:       356.90247, best error:       317.12585 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 473.0639343262s, input_fired_time: 6.9543409348, output_fired_time: 7.1444754601, propagate_forward_time: 174.5621032715, propagate_backward_time: 278.1049194336, weight_update_time: 0.4184952974, other_time: 6.2980957031
epoch time: 35.4361495972s, input_fired_time: 0.8424437642, output_fired_time: 0.0000000000, propagate_forward_time: 33.4605216980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1331825256
validation[          , genome 18145] predictions:    9895/  10000 (98.95%), best:    9902/10000 (99.02%), error:       329.75397, best error:       317.12585 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 470.3504333496s, input_fired_time: 6.9131598473, output_fired_time: 7.0195231438, propagate_forward_time: 173.9645233154, propagate_backward_time: 276.1557312012, weight_update_time: 0.4179139435, other_time: 6.2975158691
epoch time: 36.8092994690s, input_fired_time: 0.8617311716, output_fired_time: 0.0000000000, propagate_forward_time: 34.8035163879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1440505981
validation[          , genome 18145] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       328.83151, best error:       317.12585 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 462.8854675293s, input_fired_time: 6.8085484505, output_fired_time: 7.0003194809, propagate_forward_time: 169.6363525391, propagate_backward_time: 273.1835327148, weight_update_time: 0.4137623310, other_time: 6.2567138672
epoch time: 35.7186508179s, input_fired_time: 0.8440701365, output_fired_time: 0.0000000000, propagate_forward_time: 33.7429733276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1316070557
validation[          , genome 18145] predictions:    9887/  10000 (98.87%), best:    9902/10000 (99.02%), error:       354.24350, best error:       317.12585 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 464.5800476074s, input_fired_time: 6.8149089813, output_fired_time: 6.9876155853, propagate_forward_time: 169.5933837891, propagate_backward_time: 274.9173889160, weight_update_time: 0.4156731665, other_time: 6.2667541504
epoch time: 35.6953239441s, input_fired_time: 0.8419480324, output_fired_time: 0.0000000000, propagate_forward_time: 33.7145042419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1388702393
validation[          , genome 18145] predictions:    9875/  10000 (98.75%), best:    9902/10000 (99.02%), error:       396.41522, best error:       317.12585 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 468.9635925293s, input_fired_time: 6.8613257408, output_fired_time: 7.0506739616, propagate_forward_time: 171.5274963379, propagate_backward_time: 277.2375183105, weight_update_time: 0.4162350297, other_time: 6.2865905762
epoch time: 36.1530265808s, input_fired_time: 0.8555088043, output_fired_time: 0.0000000000, propagate_forward_time: 34.1653442383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1321716309
validation[          , genome 18145] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       333.52982, best error:       317.12585 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 470.9559326172s, input_fired_time: 6.9046888351, output_fired_time: 7.1060724258, propagate_forward_time: 173.1853179932, propagate_backward_time: 277.4825744629, weight_update_time: 0.4181131124, other_time: 6.2772521973
epoch time: 35.5804901123s, input_fired_time: 0.8455995917, output_fired_time: 0.0000000000, propagate_forward_time: 33.6068801880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1280097961
validation[          , genome 18145] predictions:    9894/  10000 (98.94%), best:    9902/10000 (99.02%), error:       349.40808, best error:       317.12585 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 470.8553771973s, input_fired_time: 6.8778748512, output_fired_time: 7.0290064812, propagate_forward_time: 172.3366394043, propagate_backward_time: 278.3319702148, weight_update_time: 0.4165968895, other_time: 6.2799072266
epoch time: 35.1009826660s, input_fired_time: 0.8361746669, output_fired_time: 0.0000000000, propagate_forward_time: 33.1278343201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1369743347
validation[          , genome 18145] predictions:    9899/  10000 (98.99%), best:    9902/10000 (99.02%), error:       334.68344, best error:       317.12585 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 476.1525573730s, input_fired_time: 6.9512100220, output_fired_time: 7.2343711853, propagate_forward_time: 175.0503082275, propagate_backward_time: 280.6057739258, weight_update_time: 0.4177295864, other_time: 6.3109130859
epoch time: 36.0173873901s, input_fired_time: 0.8494556546, output_fired_time: 0.0000000000, propagate_forward_time: 34.0291366577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1387939453
validation[          , genome 18145] predictions:    9899/  10000 (98.99%), best:    9902/10000 (99.02%), error:       356.06827, best error:       317.12585 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 467.9063110352s, input_fired_time: 6.8636417389, output_fired_time: 7.0380845070, propagate_forward_time: 172.1548767090, propagate_backward_time: 275.5979919434, weight_update_time: 0.4137267470, other_time: 6.2517089844
epoch time: 36.4382362366s, input_fired_time: 0.8529714346, output_fired_time: 0.0000000000, propagate_forward_time: 34.4349174500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1503486633
validation[          , genome 18145] predictions:    9898/  10000 (98.98%), best:    9902/10000 (99.02%), error:       331.74579, best error:       317.12585 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 471.2225646973s, input_fired_time: 6.8767409325, output_fired_time: 7.0753431320, propagate_forward_time: 172.9194641113, propagate_backward_time: 278.0668029785, weight_update_time: 0.4171010852, other_time: 6.2842102051
epoch time: 36.1811408997s, input_fired_time: 0.8489063382, output_fired_time: 0.0000000000, propagate_forward_time: 34.1849899292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1472434998
validation[          , genome 18145] predictions:    9865/  10000 (98.65%), best:    9902/10000 (99.02%), error:       453.24307, best error:       317.12585 on epoch:    86, 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: 183.1580200195s, input_fired_time: 4.3030157089, output_fired_time: 0.0000000000, propagate_forward_time: 173.0489654541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.8060455322
best training[          , genome 18145] predictions:   49995/  50000 (99.99%), best:    9902/10000 (99.02%), error:       162.33421, best error:       317.12585 on epoch:    86, 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: 36.4440231323s, input_fired_time: 0.8524996042, output_fired_time: 0.0000000000, propagate_forward_time: 34.4440956116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1474266052
   testing[          , genome 18145] predictions:    9901/  10000 (99.01%), best:    9902/10000 (99.02%), error:       302.20837, best error:       317.12585 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:37:00 (3616): called boinc_finish(0)

</stderr_txt>
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