Nameexact_genome_1509103842_23_18507_1
Workunit2282898
Created30 Oct 2017, 20:31:43 UTC
Sent30 Oct 2017, 21:09:16 UTC
Report deadline4 Jan 2018, 8:28:28 UTC
Received4 Nov 2017, 6:29:02 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 days 8 hours 10 min 48 sec
CPU time1 days 8 hours 9 min 45 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.92 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size185.43 MB
Peak swap size184.14 MB
Peak disk usage7.76 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
ime: 0.0000000000, propagate_forward_time: 79.7835311890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1987838745
validation[          , genome 18507] predictions:    9818/  10000 (98.18%), best:    9874/10000 (98.74%), error:       565.91901, best error:       442.16046 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 1078.0565185547s, input_fired_time: 14.4597759247, output_fired_time: 13.6890125275, propagate_forward_time: 404.4168701172, propagate_backward_time: 632.6004638672, weight_update_time: 0.9520972967, other_time: 12.8905029297
epoch time: 84.3245773315s, input_fired_time: 1.7705047131, output_fired_time: 0.0000000000, propagate_forward_time: 80.2040100098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3500595093
validation[          , genome 18507] predictions:    9792/  10000 (97.92%), best:    9874/10000 (98.74%), error:       625.27063, best error:       442.16046 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 1053.9256591797s, input_fired_time: 14.2007398605, output_fired_time: 13.5568056107, propagate_forward_time: 399.1418762207, propagate_backward_time: 614.6909790039, weight_update_time: 0.9352931380, other_time: 12.3353881836
epoch time: 83.6452789307s, input_fired_time: 1.7284325361, output_fired_time: 0.0000000000, propagate_forward_time: 79.6913681030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2254791260
validation[          , genome 18507] predictions:    9802/  10000 (98.02%), best:    9874/10000 (98.74%), error:       591.38940, best error:       442.16046 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 1056.4644775391s, input_fired_time: 14.4312219620, output_fired_time: 13.6011199951, propagate_forward_time: 399.9002990723, propagate_backward_time: 615.8173217773, weight_update_time: 0.9522695541, other_time: 12.7145385742
epoch time: 83.2984237671s, input_fired_time: 1.7333532572, output_fired_time: 0.0000000000, propagate_forward_time: 79.3165054321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2485656738
validation[          , genome 18507] predictions:    9869/  10000 (98.69%), best:    9874/10000 (98.74%), error:       442.34909, best error:       442.16046 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 1052.6358642578s, input_fired_time: 14.2204704285, output_fired_time: 13.5611104965, propagate_forward_time: 398.7604370117, propagate_backward_time: 613.7163696289, weight_update_time: 0.9385710955, other_time: 12.3774414063
epoch time: 83.7873611450s, input_fired_time: 1.7350848913, output_fired_time: 0.0000000000, propagate_forward_time: 79.8270416260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2252349854
validation[          , genome 18507] predictions:    9832/  10000 (98.32%), best:    9874/10000 (98.74%), error:       506.79498, best error:       442.16046 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 1058.3375244141s, input_fired_time: 14.2491426468, output_fired_time: 13.6358623505, propagate_forward_time: 400.5813293457, propagate_backward_time: 617.5427246094, weight_update_time: 0.9366049767, other_time: 12.3284912109
epoch time: 84.1496887207s, input_fired_time: 1.7425487041, output_fired_time: 0.0000000000, propagate_forward_time: 80.1826705933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2244720459
validation[          , genome 18507] predictions:    9840/  10000 (98.40%), best:    9874/10000 (98.74%), error:       485.30142, best error:       442.16046 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 1058.9533691406s, input_fired_time: 14.4551382065, output_fired_time: 13.6623983383, propagate_forward_time: 400.5859680176, propagate_backward_time: 617.4302368164, weight_update_time: 0.9665390253, other_time: 12.8197631836
epoch time: 84.0484008789s, input_fired_time: 1.7558429241, output_fired_time: 0.0000000000, propagate_forward_time: 80.0312042236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2613525391
validation[          , genome 18507] predictions:    9853/  10000 (98.53%), best:    9874/10000 (98.74%), error:       518.35645, best error:       442.16046 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 1057.3293457031s, input_fired_time: 14.5591573715, output_fired_time: 13.6127414703, propagate_forward_time: 399.9660949707, propagate_backward_time: 616.1995849609, weight_update_time: 0.9610149860, other_time: 12.9916992188
epoch time: 84.3994903564s, input_fired_time: 1.7780164480, output_fired_time: 0.0000000000, propagate_forward_time: 80.2733459473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3481292725
validation[          , genome 18507] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       441.06055, best error:       441.06055 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 1061.4935302734s, input_fired_time: 14.4535799026, output_fired_time: 13.6474790573, propagate_forward_time: 401.6127624512, propagate_backward_time: 618.9892578125, weight_update_time: 0.9596177340, other_time: 12.7904052734
epoch time: 83.8653411865s, input_fired_time: 1.7586190701, output_fired_time: 0.0000000000, propagate_forward_time: 79.8113174438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2954025269
validation[          , genome 18507] predictions:    9857/  10000 (98.57%), best:    9862/10000 (98.62%), error:       496.23398, best error:       441.06055 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 1057.8281250000s, input_fired_time: 14.2312755585, output_fired_time: 13.6295681000, propagate_forward_time: 400.4977111816, propagate_backward_time: 617.1217651367, weight_update_time: 0.9389107227, other_time: 12.3478393555
epoch time: 84.2453231812s, input_fired_time: 1.7454981804, output_fired_time: 0.0000000000, propagate_forward_time: 80.2551498413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2446746826
validation[          , genome 18507] predictions:    9796/  10000 (97.96%), best:    9862/10000 (98.62%), error:       648.61011, best error:       441.06055 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 1059.7351074219s, input_fired_time: 14.3208312988, output_fired_time: 13.6550979614, propagate_forward_time: 401.4005432129, propagate_backward_time: 617.8834228516, weight_update_time: 0.9630314112, other_time: 12.4752197266
epoch time: 84.4239959717s, input_fired_time: 1.7426502705, output_fired_time: 0.0000000000, propagate_forward_time: 80.4491806030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2321624756
validation[          , genome 18507] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       441.83377, best error:       441.06055 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 1057.2126464844s, input_fired_time: 14.4187879562, output_fired_time: 13.6268920898, propagate_forward_time: 400.2031860352, propagate_backward_time: 616.3264160156, weight_update_time: 0.9512145519, other_time: 12.6373901367
epoch time: 84.4744110107s, input_fired_time: 1.7861793041, output_fired_time: 0.0000000000, propagate_forward_time: 80.3424301147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3458023071
validation[          , genome 18507] predictions:    9844/  10000 (98.44%), best:    9862/10000 (98.62%), error:       499.68713, best error:       441.06055 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 1055.4206542969s, input_fired_time: 14.4836568832, output_fired_time: 13.6102552414, propagate_forward_time: 399.5847167969, propagate_backward_time: 614.9600830078, weight_update_time: 0.9531240463, other_time: 12.7819824219
epoch time: 83.9845733643s, input_fired_time: 1.7794674635, output_fired_time: 0.0000000000, propagate_forward_time: 79.8566360474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3484725952
validation[          , genome 18507] predictions:    9836/  10000 (98.36%), best:    9862/10000 (98.62%), error:       492.33383, best error:       441.06055 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 1058.8645019531s, input_fired_time: 14.4593439102, output_fired_time: 13.6581754684, propagate_forward_time: 400.6859436035, propagate_backward_time: 617.4094238281, weight_update_time: 0.9492760897, other_time: 12.6516113281
epoch time: 83.7556152344s, input_fired_time: 1.7447934151, output_fired_time: 0.0000000000, propagate_forward_time: 79.7808532715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2299652100
validation[          , genome 18507] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       427.57239, best error:       427.57239 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 1053.7886962891s, input_fired_time: 14.3000717163, output_fired_time: 13.5802011490, propagate_forward_time: 399.1267700195, propagate_backward_time: 614.3438110352, weight_update_time: 0.9412766695, other_time: 12.4378662109
epoch time: 84.2342605591s, input_fired_time: 1.7430833578, output_fired_time: 0.0000000000, propagate_forward_time: 80.2728271484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2183532715
validation[          , genome 18507] predictions:    9867/  10000 (98.67%), best:    9870/10000 (98.70%), error:       457.95944, best error:       427.57239 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 1056.6356201172s, input_fired_time: 14.3765239716, output_fired_time: 13.6128501892, propagate_forward_time: 399.9557495117, propagate_backward_time: 616.1456298828, weight_update_time: 0.9486403465, other_time: 12.5449829102
epoch time: 84.2271881104s, input_fired_time: 1.7491312027, output_fired_time: 0.0000000000, propagate_forward_time: 80.2523422241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2257156372
validation[          , genome 18507] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       439.12302, best error:       427.57239 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 1054.6361083984s, input_fired_time: 14.5071296692, output_fired_time: 13.6267280579, propagate_forward_time: 398.9862365723, propagate_backward_time: 614.6365966797, weight_update_time: 0.9533663988, other_time: 12.8795166016
epoch time: 84.2181701660s, input_fired_time: 1.7551982403, output_fired_time: 0.0000000000, propagate_forward_time: 80.2052993774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2576751709
validation[          , genome 18507] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       361.55084, best error:       361.55084 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 1057.1551513672s, input_fired_time: 14.5684652328, output_fired_time: 13.6228170395, propagate_forward_time: 400.0389404297, propagate_backward_time: 616.0033569336, weight_update_time: 0.9614439607, other_time: 12.9215698242
epoch time: 84.3090896606s, input_fired_time: 1.7881393433, output_fired_time: 0.0000000000, propagate_forward_time: 80.1767654419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3441848755
validation[          , genome 18507] predictions:    9835/  10000 (98.35%), best:    9895/10000 (98.95%), error:       520.26556, best error:       361.55084 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 1058.4450683594s, input_fired_time: 14.6247358322, output_fired_time: 13.6388874054, propagate_forward_time: 400.5222167969, propagate_backward_time: 616.6617431641, weight_update_time: 0.9609332681, other_time: 12.9974365234
epoch time: 84.3681335449s, input_fired_time: 1.7899564505, output_fired_time: 0.0000000000, propagate_forward_time: 80.2289123535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3492660522
validation[          , genome 18507] predictions:    9871/  10000 (98.71%), best:    9895/10000 (98.95%), error:       416.48807, best error:       361.55084 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 1052.6704101563s, input_fired_time: 14.4546871185, output_fired_time: 13.5331048965, propagate_forward_time: 398.6270751953, propagate_backward_time: 613.3024291992, weight_update_time: 0.9530671239, other_time: 12.7531127930
epoch time: 84.0181350708s, input_fired_time: 1.7546063662, output_fired_time: 0.0000000000, propagate_forward_time: 80.0424270630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2210998535
validation[          , genome 18507] predictions:    9873/  10000 (98.73%), best:    9895/10000 (98.95%), error:       404.25739, best error:       361.55084 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 1055.0021972656s, input_fired_time: 14.5661087036, output_fired_time: 13.5404090881, propagate_forward_time: 398.2599182129, propagate_backward_time: 615.7498168945, weight_update_time: 0.9620046020, other_time: 12.8859252930
epoch time: 84.4671173096s, input_fired_time: 1.7907902002, output_fired_time: 0.0000000000, propagate_forward_time: 80.3258132935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3505172729
validation[          , genome 18507] predictions:    9882/  10000 (98.82%), best:    9895/10000 (98.95%), error:       396.34805, best error:       361.55084 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 1061.1688232422s, input_fired_time: 14.5999097824, output_fired_time: 13.6749200821, propagate_forward_time: 401.3013610840, propagate_backward_time: 618.7090454102, weight_update_time: 0.9614440203, other_time: 12.8836059570
epoch time: 84.3517837524s, input_fired_time: 1.7884033918, output_fired_time: 0.0000000000, propagate_forward_time: 80.2246322632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3387451172
validation[          , genome 18507] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       355.94864, best error:       355.94864 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 1059.6933593750s, input_fired_time: 14.5568418503, output_fired_time: 13.6543321609, propagate_forward_time: 400.9152526855, propagate_backward_time: 617.7648925781, weight_update_time: 0.9572556019, other_time: 12.8020019531
epoch time: 83.8730545044s, input_fired_time: 1.7841964960, output_fired_time: 0.0000000000, propagate_forward_time: 79.7552719116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3335876465
validation[          , genome 18507] predictions:    9885/  10000 (98.85%), best:    9891/10000 (98.91%), error:       360.12888, best error:       355.94864 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 1058.4897460938s, input_fired_time: 14.3230113983, output_fired_time: 13.6362447739, propagate_forward_time: 400.6315002441, propagate_backward_time: 617.5430297852, weight_update_time: 0.9416667819, other_time: 12.3560180664
epoch time: 84.4301452637s, input_fired_time: 1.7733896971, output_fired_time: 0.0000000000, propagate_forward_time: 80.4223861694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2343673706
validation[          , genome 18507] predictions:    9856/  10000 (98.56%), best:    9891/10000 (98.91%), error:       460.18045, best error:       355.94864 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 1053.6685791016s, input_fired_time: 14.4551315308, output_fired_time: 13.5634307861, propagate_forward_time: 398.9196472168, propagate_backward_time: 614.0734252930, weight_update_time: 0.9457084537, other_time: 12.6569213867
epoch time: 83.7163925171s, input_fired_time: 1.7450569868, output_fired_time: 0.0000000000, propagate_forward_time: 79.7520523071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2192840576
validation[          , genome 18507] predictions:    9899/  10000 (98.99%), best:    9891/10000 (98.91%), error:       360.58771, best error:       355.94864 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 1059.6877441406s, input_fired_time: 14.5004920959, output_fired_time: 13.6538009644, propagate_forward_time: 400.4050598145, propagate_backward_time: 618.4316406250, weight_update_time: 0.9524573088, other_time: 12.6967773438
epoch time: 84.2792053223s, input_fired_time: 1.7613278627, output_fired_time: 0.0000000000, propagate_forward_time: 80.2894592285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2284164429
validation[          , genome 18507] predictions:    9878/  10000 (98.78%), best:    9891/10000 (98.91%), error:       405.27176, best error:       355.94864 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 1060.6750488281s, input_fired_time: 14.3746891022, output_fired_time: 13.5927448273, propagate_forward_time: 401.9321289063, propagate_backward_time: 618.2980346680, weight_update_time: 0.9384204745, other_time: 12.4774780273
epoch time: 84.3621292114s, input_fired_time: 1.7684510946, output_fired_time: 0.0000000000, propagate_forward_time: 80.3631439209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2305374146
validation[          , genome 18507] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       338.69009, best error:       338.69009 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 1054.9240722656s, input_fired_time: 14.5647802353, output_fired_time: 13.5921478271, propagate_forward_time: 399.4364929199, propagate_backward_time: 614.4790649414, weight_update_time: 0.9556263685, other_time: 12.8515014648
epoch time: 84.2169799805s, input_fired_time: 1.7847696543, output_fired_time: 0.0000000000, propagate_forward_time: 80.0804061890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3518066406
validation[          , genome 18507] predictions:    9849/  10000 (98.49%), best:    9891/10000 (98.91%), error:       466.90063, best error:       338.69009 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 1058.6571044922s, input_fired_time: 14.6600666046, output_fired_time: 13.6829452515, propagate_forward_time: 400.2856140137, propagate_backward_time: 617.0190429688, weight_update_time: 0.9654479027, other_time: 13.0093994141
epoch time: 84.1220474243s, input_fired_time: 1.7860813141, output_fired_time: 0.0000000000, propagate_forward_time: 79.9877777100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3481903076
validation[          , genome 18507] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       352.61795, best error:       338.69009 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 1056.4350585938s, input_fired_time: 14.5508079529, output_fired_time: 13.6120338440, propagate_forward_time: 399.8065795898, propagate_backward_time: 615.6329345703, weight_update_time: 0.9597615600, other_time: 12.8327026367
epoch time: 84.0960159302s, input_fired_time: 1.7887754440, output_fired_time: 0.0000000000, propagate_forward_time: 79.9528656006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3543777466
validation[          , genome 18507] predictions:    9898/  10000 (98.98%), best:    9891/10000 (98.91%), error:       361.81424, best error:       338.69009 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 1058.2745361328s, input_fired_time: 14.6252279282, output_fired_time: 13.6228256226, propagate_forward_time: 400.4800720215, propagate_backward_time: 616.6024169922, weight_update_time: 0.9634830356, other_time: 12.9439697266
epoch time: 83.9815979004s, input_fired_time: 1.7830005884, output_fired_time: 0.0000000000, propagate_forward_time: 79.8557357788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3428649902
validation[          , genome 18507] predictions:    9885/  10000 (98.85%), best:    9891/10000 (98.91%), error:       361.78137, best error:       338.69009 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 1054.8709716797s, input_fired_time: 14.3542613983, output_fired_time: 13.5808658600, propagate_forward_time: 399.3892822266, propagate_backward_time: 615.0905151367, weight_update_time: 0.9404973388, other_time: 12.4561157227
epoch time: 84.3449859619s, input_fired_time: 1.7927613258, output_fired_time: 0.0000000000, propagate_forward_time: 80.2098922729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3423309326
validation[          , genome 18507] predictions:    9886/  10000 (98.86%), best:    9891/10000 (98.91%), error:       368.87021, best error:       338.69009 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 1054.6420898438s, input_fired_time: 14.5004215240, output_fired_time: 13.5851764679, propagate_forward_time: 399.2736206055, propagate_backward_time: 614.6221923828, weight_update_time: 0.9500526786, other_time: 12.6607055664
epoch time: 84.0121459961s, input_fired_time: 1.7914227247, output_fired_time: 0.0000000000, propagate_forward_time: 79.8740615845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3466644287
validation[          , genome 18507] predictions:    9912/  10000 (99.12%), best:    9912/10000 (99.12%), error:       315.13013, best error:       315.13013 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 1059.3126220703s, input_fired_time: 14.6441345215, output_fired_time: 13.6782102585, propagate_forward_time: 400.5470581055, propagate_backward_time: 617.4845581055, weight_update_time: 0.9610858560, other_time: 12.9586181641
epoch time: 83.9385528564s, input_fired_time: 1.7937616110, output_fired_time: 0.0000000000, propagate_forward_time: 79.7954711914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3493194580
validation[          , genome 18507] predictions:    9883/  10000 (98.83%), best:    9912/10000 (99.12%), error:       376.85812, best error:       315.13013 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 1057.9685058594s, input_fired_time: 14.5742359161, output_fired_time: 13.6034460068, propagate_forward_time: 400.5489196777, propagate_backward_time: 616.3416748047, weight_update_time: 0.9549607038, other_time: 12.9002685547
epoch time: 83.6116714478s, input_fired_time: 1.7809579372, output_fired_time: 0.0000000000, propagate_forward_time: 79.4736404419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3570709229
validation[          , genome 18507] predictions:    9883/  10000 (98.83%), best:    9912/10000 (99.12%), error:       406.45313, best error:       315.13013 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 1059.7833251953s, input_fired_time: 14.5397129059, output_fired_time: 13.6379928589, propagate_forward_time: 401.2274780273, propagate_backward_time: 617.6160888672, weight_update_time: 0.9598928690, other_time: 12.7621459961
epoch time: 84.1916198730s, input_fired_time: 1.7953003645, output_fired_time: 0.0000000000, propagate_forward_time: 80.0485458374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3477706909
validation[          , genome 18507] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       311.35571, best error:       311.35571 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 1059.3841552734s, input_fired_time: 14.4605140686, output_fired_time: 13.6638164520, propagate_forward_time: 400.8918762207, propagate_backward_time: 617.8045043945, weight_update_time: 0.9474805593, other_time: 12.5634155273
epoch time: 84.4101867676s, input_fired_time: 1.7926992178, output_fired_time: 0.0000000000, propagate_forward_time: 80.2705307007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3469543457
validation[          , genome 18507] predictions:    9887/  10000 (98.87%), best:    9901/10000 (99.01%), error:       372.40848, best error:       311.35571 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 1057.8782958984s, input_fired_time: 14.6316213608, output_fired_time: 13.6330337524, propagate_forward_time: 400.3014831543, propagate_backward_time: 616.4276733398, weight_update_time: 0.9594510794, other_time: 12.8844604492
epoch time: 83.9540252686s, input_fired_time: 1.7931809425, output_fired_time: 0.0000000000, propagate_forward_time: 79.8106613159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3501815796
validation[          , genome 18507] predictions:    9892/  10000 (98.92%), best:    9901/10000 (99.01%), error:       336.66501, best error:       311.35571 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 1056.0002441406s, input_fired_time: 14.4150724411, output_fired_time: 13.6018428802, propagate_forward_time: 400.0101623535, propagate_backward_time: 615.5178222656, weight_update_time: 0.9436128139, other_time: 12.4554443359
epoch time: 83.7200241089s, input_fired_time: 1.7884662151, output_fired_time: 0.0000000000, propagate_forward_time: 79.5890121460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3425445557
validation[          , genome 18507] predictions:    9904/  10000 (99.04%), best:    9901/10000 (99.01%), error:       313.71432, best error:       311.35571 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 1055.2900390625s, input_fired_time: 14.6049766541, output_fired_time: 13.6038694382, propagate_forward_time: 399.3885803223, propagate_backward_time: 614.7918701172, weight_update_time: 0.9602864385, other_time: 12.9007568359
epoch time: 83.9432296753s, input_fired_time: 1.7922395468, output_fired_time: 0.0000000000, propagate_forward_time: 79.8053436279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3456497192
validation[          , genome 18507] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       298.68063, best error:       298.68063 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 1053.8995361328s, input_fired_time: 14.4992885590, output_fired_time: 13.5573997498, propagate_forward_time: 399.0111389160, propagate_backward_time: 614.1911010742, weight_update_time: 0.9478418827, other_time: 12.6406860352
epoch time: 84.0454330444s, input_fired_time: 1.8028382063, output_fired_time: 0.0000000000, propagate_forward_time: 79.8991928101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3433990479
validation[          , genome 18507] predictions:    9908/  10000 (99.08%), best:    9911/10000 (99.11%), error:       319.01752, best error:       298.68063 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 1052.6335449219s, input_fired_time: 14.3383998871, output_fired_time: 13.5429334641, propagate_forward_time: 398.7366943359, propagate_backward_time: 613.6548461914, weight_update_time: 0.9383357167, other_time: 12.3606567383
epoch time: 83.6365737915s, input_fired_time: 1.7666063309, output_fired_time: 0.0000000000, propagate_forward_time: 79.6447753906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2251892090
validation[          , genome 18507] predictions:    9859/  10000 (98.59%), best:    9911/10000 (99.11%), error:       450.19614, best error:       298.68063 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 1056.6594238281s, input_fired_time: 14.3836250305, output_fired_time: 13.5916414261, propagate_forward_time: 399.9638366699, propagate_backward_time: 616.3143920898, weight_update_time: 0.9406092763, other_time: 12.4058227539
epoch time: 83.9778594971s, input_fired_time: 1.7644218206, output_fired_time: 0.0000000000, propagate_forward_time: 79.9963989258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2170410156
validation[          , genome 18507] predictions:    9883/  10000 (98.83%), best:    9911/10000 (99.11%), error:       361.90311, best error:       298.68063 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 1055.9522705078s, input_fired_time: 14.5040159225, output_fired_time: 13.6070766449, propagate_forward_time: 399.7725219727, propagate_backward_time: 615.4272460938, weight_update_time: 0.9493281245, other_time: 12.6414184570
epoch time: 84.4257125854s, input_fired_time: 1.8033233881, output_fired_time: 0.0000000000, propagate_forward_time: 80.2784729004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3439178467
validation[          , genome 18507] predictions:    9892/  10000 (98.92%), best:    9911/10000 (99.11%), error:       373.34467, best error:       298.68063 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 1055.0705566406s, input_fired_time: 14.3800477982, output_fired_time: 13.5935087204, propagate_forward_time: 399.5398254395, propagate_backward_time: 615.2014770508, weight_update_time: 0.9425447583, other_time: 12.3557739258
epoch time: 84.5408859253s, input_fired_time: 1.8051242828, output_fired_time: 0.0000000000, propagate_forward_time: 80.3890533447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3467102051
validation[          , genome 18507] predictions:    9899/  10000 (98.99%), best:    9911/10000 (99.11%), error:       305.11960, best error:       298.68063 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 1058.2724609375s, input_fired_time: 14.4082851410, output_fired_time: 13.6439485550, propagate_forward_time: 400.5892944336, propagate_backward_time: 617.2639160156, weight_update_time: 0.9373445511, other_time: 12.3670043945
epoch time: 84.0262985229s, input_fired_time: 1.7684471607, output_fired_time: 0.0000000000, propagate_forward_time: 80.0351028442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2227478027
validation[          , genome 18507] predictions:    9910/  10000 (99.10%), best:    9911/10000 (99.11%), error:       315.79501, best error:       298.68063 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 1058.7963867188s, input_fired_time: 14.3819274902, output_fired_time: 13.6668605804, propagate_forward_time: 400.8106384277, propagate_backward_time: 617.6102294922, weight_update_time: 0.9410114288, other_time: 12.3266601563
epoch time: 83.7545166016s, input_fired_time: 1.7580572367, output_fired_time: 0.0000000000, propagate_forward_time: 79.7709350586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2255249023
validation[          , genome 18507] predictions:    9913/  10000 (99.13%), best:    9911/10000 (99.11%), error:       328.63852, best error:       298.68063 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 1058.8341064453s, input_fired_time: 14.7208766937, output_fired_time: 13.6489276886, propagate_forward_time: 400.5923767090, propagate_backward_time: 616.8632202148, weight_update_time: 0.9607970715, other_time: 13.0087280273
epoch time: 84.0918731689s, input_fired_time: 1.8021084070, output_fired_time: 0.0000000000, propagate_forward_time: 79.9434890747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3462753296
validation[          , genome 18507] predictions:    9901/  10000 (99.01%), best:    9911/10000 (99.11%), error:       343.98718, best error:       298.68063 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 1056.0416259766s, input_fired_time: 14.4894962311, output_fired_time: 13.5962276459, propagate_forward_time: 399.6365966797, propagate_backward_time: 615.7194213867, weight_update_time: 0.9467194080, other_time: 12.5999145508
epoch time: 83.2627792358s, input_fired_time: 1.7522301674, output_fired_time: 0.0000000000, propagate_forward_time: 79.2637176514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2468338013
validation[          , genome 18507] predictions:    9897/  10000 (98.97%), best:    9911/10000 (99.11%), error:       353.37610, best error:       298.68063 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 1055.5953369141s, input_fired_time: 14.6471204758, output_fired_time: 13.5886449814, propagate_forward_time: 399.5286560059, propagate_backward_time: 614.9368286133, weight_update_time: 0.9563753605, other_time: 12.8941040039
epoch time: 83.9799957275s, input_fired_time: 1.7977334261, output_fired_time: 0.0000000000, propagate_forward_time: 79.8345489502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3477096558
validation[          , genome 18507] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       291.64850, best error:       291.64850 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 1055.4144287109s, input_fired_time: 14.5084762573, output_fired_time: 13.6070137024, propagate_forward_time: 399.3627319336, propagate_backward_time: 615.3159179688, weight_update_time: 0.9471691847, other_time: 12.6203002930
epoch time: 84.1193389893s, input_fired_time: 1.8040616512, output_fired_time: 0.0000000000, propagate_forward_time: 79.9706115723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3446655273
validation[          , genome 18507] predictions:    9899/  10000 (98.99%), best:    9913/10000 (99.13%), error:       310.75464, best error:       291.64850 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 1058.5344238281s, input_fired_time: 14.4482803345, output_fired_time: 13.6388673782, propagate_forward_time: 401.0346679688, propagate_backward_time: 616.9814453125, weight_update_time: 0.9379715323, other_time: 12.4311523438
epoch time: 83.7798233032s, input_fired_time: 1.7672234774, output_fired_time: 0.0000000000, propagate_forward_time: 79.7803192139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2322769165
validation[          , genome 18507] predictions:    9915/  10000 (99.15%), best:    9915/10000 (99.15%), error:       290.75235, best error:       290.75235 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 1059.9848632813s, input_fired_time: 14.7218732834, output_fired_time: 13.6686182022, propagate_forward_time: 400.6817932129, propagate_backward_time: 617.9354248047, weight_update_time: 0.9582874179, other_time: 12.9771728516
epoch time: 84.2765045166s, input_fired_time: 1.8070734739, output_fired_time: 0.0000000000, propagate_forward_time: 80.1223831177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3470458984
validation[          , genome 18507] predictions:    9905/  10000 (99.05%), best:    9915/10000 (99.15%), error:       313.33871, best error:       290.75235 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 1059.5307617188s, input_fired_time: 14.7482452393, output_fired_time: 13.6601276398, propagate_forward_time: 400.5600891113, propagate_backward_time: 617.5921020508, weight_update_time: 0.9641462564, other_time: 12.9701538086
epoch time: 84.7823028564s, input_fired_time: 1.8091473579, output_fired_time: 0.0000000000, propagate_forward_time: 80.5981292725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3750228882
validation[          , genome 18507] predictions:    9915/  10000 (99.15%), best:    9915/10000 (99.15%), error:       291.08032, best error:       290.75235 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 1052.2104492188s, input_fired_time: 14.3806219101, output_fired_time: 13.5225296021, propagate_forward_time: 398.6014709473, propagate_backward_time: 613.3689575195, weight_update_time: 0.9357566833, other_time: 12.3368530273
epoch time: 83.7955322266s, input_fired_time: 1.7735770941, output_fired_time: 0.0000000000, propagate_forward_time: 79.7908325195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2311248779
validation[          , genome 18507] predictions:    9915/  10000 (99.15%), best:    9915/10000 (99.15%), error:       290.40753, best error:       290.40753 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 1056.3940429688s, input_fired_time: 14.7069711685, output_fired_time: 13.6044855118, propagate_forward_time: 399.8023376465, propagate_backward_time: 615.2802124023, weight_update_time: 0.9687053561, other_time: 12.9999389648
epoch time: 84.0724487305s, input_fired_time: 1.8040907383, output_fired_time: 0.0000000000, propagate_forward_time: 79.9202499390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3481063843
validation[          , genome 18507] predictions:    9901/  10000 (99.01%), best:    9915/10000 (99.15%), error:       308.48615, best error:       290.40753 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 1060.7337646484s, input_fired_time: 14.7206726074, output_fired_time: 13.6341333389, propagate_forward_time: 401.6017150879, propagate_backward_time: 617.8353881836, weight_update_time: 0.9682758451, other_time: 12.9418334961
epoch time: 84.5710906982s, input_fired_time: 1.8072410822, output_fired_time: 0.0000000000, propagate_forward_time: 80.4185791016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3452682495
validation[          , genome 18507] predictions:    9909/  10000 (99.09%), best:    9915/10000 (99.15%), error:       304.49335, best error:       290.40753 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 1058.1956787109s, input_fired_time: 14.4301357269, output_fired_time: 13.6445074081, propagate_forward_time: 400.6456909180, propagate_backward_time: 617.1184692383, weight_update_time: 0.9403187633, other_time: 12.3568115234
epoch time: 84.1972351074s, input_fired_time: 1.7731875181, output_fired_time: 0.0000000000, propagate_forward_time: 80.2009277344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2231216431
validation[          , genome 18507] predictions:    9915/  10000 (99.15%), best:    9915/10000 (99.15%), error:       295.71439, best error:       290.40753 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 1059.4591064453s, input_fired_time: 14.5040168762, output_fired_time: 13.6156530380, propagate_forward_time: 401.2762451172, propagate_backward_time: 617.6320800781, weight_update_time: 0.9614169002, other_time: 12.4311523438
epoch time: 84.2901611328s, input_fired_time: 1.7708662748, output_fired_time: 0.0000000000, propagate_forward_time: 80.2865753174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2327194214
validation[          , genome 18507] predictions:    9911/  10000 (99.11%), best:    9915/10000 (99.15%), error:       307.72479, best error:       290.40753 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 1056.5092773438s, input_fired_time: 14.6664056778, output_fired_time: 13.5965766907, propagate_forward_time: 400.0090942383, propagate_backward_time: 615.3270874023, weight_update_time: 0.9608235955, other_time: 12.9101562500
epoch time: 84.1653213501s, input_fired_time: 1.7762887478, output_fired_time: 0.0000000000, propagate_forward_time: 80.1705703735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2184600830
validation[          , genome 18507] predictions:    9911/  10000 (99.11%), best:    9915/10000 (99.15%), error:       317.64645, best error:       290.40753 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 1058.7396240234s, input_fired_time: 14.6449737549, output_fired_time: 13.6356372833, propagate_forward_time: 401.0578002930, propagate_backward_time: 616.6305541992, weight_update_time: 0.9552434087, other_time: 12.7706298828
epoch time: 83.8670120239s, input_fired_time: 1.7761038542, output_fired_time: 0.0000000000, propagate_forward_time: 79.8622360229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2286758423
validation[          , genome 18507] predictions:    9901/  10000 (99.01%), best:    9915/10000 (99.15%), error:       337.85776, best error:       290.40753 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 1056.1035156250s, input_fired_time: 14.6959962845, output_fired_time: 13.5921392441, propagate_forward_time: 399.4362182617, propagate_backward_time: 615.4470214844, weight_update_time: 0.9606791139, other_time: 12.9320678711
epoch time: 84.2811813354s, input_fired_time: 1.7676423788, output_fired_time: 0.0000000000, propagate_forward_time: 80.2781982422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2353439331
validation[          , genome 18507] predictions:    9922/  10000 (99.22%), best:    9922/10000 (99.22%), error:       282.76886, best error:       282.76886 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 1058.8773193359s, input_fired_time: 14.4221668243, output_fired_time: 13.6565084457, propagate_forward_time: 400.6577758789, propagate_backward_time: 617.8056640625, weight_update_time: 0.9419341087, other_time: 12.3352661133
epoch time: 84.1825942993s, input_fired_time: 1.7730693817, output_fired_time: 0.0000000000, propagate_forward_time: 80.1827468872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2267761230
validation[          , genome 18507] predictions:    9920/  10000 (99.20%), best:    9922/10000 (99.22%), error:       286.06674, best error:       282.76886 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 1059.1107177734s, input_fired_time: 14.4383020401, output_fired_time: 13.6514749527, propagate_forward_time: 400.9291687012, propagate_backward_time: 617.7174072266, weight_update_time: 0.9446016550, other_time: 12.3742675781
epoch time: 84.2381591797s, input_fired_time: 1.7771142721, output_fired_time: 0.0000000000, propagate_forward_time: 80.2233428955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2377014160
validation[          , genome 18507] predictions:    9914/  10000 (99.14%), best:    9922/10000 (99.22%), error:       294.48398, best error:       282.76886 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 1059.9577636719s, input_fired_time: 14.7426166534, output_fired_time: 13.6867284775, propagate_forward_time: 400.8016357422, propagate_backward_time: 617.7532348633, weight_update_time: 0.9631805420, other_time: 12.9734497070
epoch time: 84.1076507568s, input_fired_time: 1.7820384502, output_fired_time: 0.0000000000, propagate_forward_time: 80.1024627686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2231521606
validation[          , genome 18507] predictions:    9909/  10000 (99.09%), best:    9922/10000 (99.22%), error:       296.52411, best error:       282.76886 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 1055.9431152344s, input_fired_time: 14.6271171570, output_fired_time: 13.6059341431, propagate_forward_time: 399.4760437012, propagate_backward_time: 615.4262695313, weight_update_time: 0.9540673494, other_time: 12.8077392578
epoch time: 83.7295608521s, input_fired_time: 1.7975924015, output_fired_time: 0.0000000000, propagate_forward_time: 79.5909500122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3410186768
validation[          , genome 18507] predictions:    9908/  10000 (99.08%), best:    9922/10000 (99.22%), error:       310.67996, best error:       282.76886 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 1059.8187255859s, input_fired_time: 14.7435150146, output_fired_time: 13.6567783356, propagate_forward_time: 400.5684509277, propagate_backward_time: 617.9005126953, weight_update_time: 0.9623754025, other_time: 12.9494628906
epoch time: 84.2216491699s, input_fired_time: 1.7720055580, output_fired_time: 0.0000000000, propagate_forward_time: 80.1980819702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2515640259
validation[          , genome 18507] predictions:    9914/  10000 (99.14%), best:    9922/10000 (99.22%), error:       298.60242, best error:       282.76886 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 1057.0869140625s, input_fired_time: 14.4052000046, output_fired_time: 13.6179103851, propagate_forward_time: 400.0135192871, propagate_backward_time: 616.7160644531, weight_update_time: 0.9387854338, other_time: 12.3342285156
epoch time: 84.0309753418s, input_fired_time: 1.7765830755, output_fired_time: 0.0000000000, propagate_forward_time: 80.0378417969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2165527344
validation[          , genome 18507] predictions:    9917/  10000 (99.17%), best:    9922/10000 (99.22%), error:       295.92477, best error:       282.76886 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 1055.1099853516s, input_fired_time: 14.4750175476, output_fired_time: 13.5957183838, propagate_forward_time: 399.2400817871, propagate_backward_time: 615.3195190430, weight_update_time: 0.9466952085, other_time: 12.4796752930
epoch time: 84.2847061157s, input_fired_time: 1.8181308508, output_fired_time: 0.0000000000, propagate_forward_time: 80.1195755005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3470001221
validation[          , genome 18507] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       281.29449, best error:       281.29449 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 1054.6938476563s, input_fired_time: 14.4270467758, output_fired_time: 13.5919151306, propagate_forward_time: 399.2384948730, propagate_backward_time: 615.0787963867, weight_update_time: 0.9342014194, other_time: 12.3576049805
epoch time: 83.7471923828s, input_fired_time: 1.7950651646, output_fired_time: 0.0000000000, propagate_forward_time: 79.6521911621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2999343872
validation[          , genome 18507] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       289.51270, best error:       281.29449 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 1060.2415771484s, input_fired_time: 14.7508382797, output_fired_time: 13.6682262421, propagate_forward_time: 400.9996643066, propagate_backward_time: 617.8410034180, weight_update_time: 0.9634112120, other_time: 12.9818725586
epoch time: 84.0916671753s, input_fired_time: 1.8072386980, output_fired_time: 0.0000000000, propagate_forward_time: 79.9326858521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3517456055
validation[          , genome 18507] predictions:    9915/  10000 (99.15%), best:    9913/10000 (99.13%), error:       298.12524, best error:       281.29449 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 1056.8205566406s, input_fired_time: 14.4221639633, output_fired_time: 13.6196298599, propagate_forward_time: 399.7108764648, propagate_backward_time: 616.7039184570, weight_update_time: 0.9429669380, other_time: 12.3640136719
epoch time: 84.0995788574s, input_fired_time: 1.7761893272, output_fired_time: 0.0000000000, propagate_forward_time: 80.0920715332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2313156128
validation[          , genome 18507] predictions:    9916/  10000 (99.16%), best:    9913/10000 (99.13%), error:       293.51349, best error:       281.29449 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 1053.0069580078s, input_fired_time: 14.6557054520, output_fired_time: 13.5484762192, propagate_forward_time: 398.7357177734, propagate_backward_time: 613.1694946289, weight_update_time: 0.9557680488, other_time: 12.8975219727
epoch time: 84.0150604248s, input_fired_time: 1.7794622183, output_fired_time: 0.0000000000, propagate_forward_time: 80.0007553101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2348403931
validation[          , genome 18507] predictions:    9914/  10000 (99.14%), best:    9913/10000 (99.13%), error:       297.46149, best error:       281.29449 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 1054.5656738281s, input_fired_time: 14.4277038574, output_fired_time: 13.5629491806, propagate_forward_time: 399.3171997070, propagate_backward_time: 614.8966064453, weight_update_time: 0.9409067631, other_time: 12.3611450195
epoch time: 83.7588729858s, input_fired_time: 1.7689759731, output_fired_time: 0.0000000000, propagate_forward_time: 79.7674331665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2224655151
validation[          , genome 18507] predictions:    9916/  10000 (99.16%), best:    9913/10000 (99.13%), error:       294.68689, best error:       281.29449 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 1056.8055419922s, input_fired_time: 14.5491304398, output_fired_time: 13.6112403870, propagate_forward_time: 399.7713623047, propagate_backward_time: 616.2569580078, weight_update_time: 0.9475586414, other_time: 12.6169433594
epoch time: 83.8956298828s, input_fired_time: 1.7924704552, output_fired_time: 0.0000000000, propagate_forward_time: 79.8212509155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2819061279
validation[          , genome 18507] predictions:    9921/  10000 (99.21%), best:    9913/10000 (99.13%), error:       281.89951, best error:       281.29449 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 1057.6721191406s, input_fired_time: 14.5548543930, output_fired_time: 13.6360130310, propagate_forward_time: 400.2962951660, propagate_backward_time: 616.6082153320, weight_update_time: 0.9497946501, other_time: 12.5768432617
epoch time: 84.1760711670s, input_fired_time: 1.7880772352, output_fired_time: 0.0000000000, propagate_forward_time: 80.1254577637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2625350952
validation[          , genome 18507] predictions:    9919/  10000 (99.19%), best:    9913/10000 (99.13%), error:       287.67117, best error:       281.29449 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 1059.0676269531s, input_fired_time: 14.5097560883, output_fired_time: 13.6414976120, propagate_forward_time: 401.0213623047, propagate_backward_time: 617.4074707031, weight_update_time: 0.9459758997, other_time: 12.4875488281
epoch time: 83.6562423706s, input_fired_time: 1.8081955910, output_fired_time: 0.0000000000, propagate_forward_time: 79.4872055054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3608398438
validation[          , genome 18507] predictions:    9918/  10000 (99.18%), best:    9913/10000 (99.13%), error:       282.50708, best error:       281.29449 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 1059.2084960938s, input_fired_time: 14.4974727631, output_fired_time: 13.6467189789, propagate_forward_time: 400.6733703613, propagate_backward_time: 617.9812011719, weight_update_time: 0.9440634847, other_time: 12.4097900391
epoch time: 84.2401885986s, input_fired_time: 1.7803945541, output_fired_time: 0.0000000000, propagate_forward_time: 80.2409210205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2188720703
validation[          , genome 18507] predictions:    9915/  10000 (99.15%), best:    9913/10000 (99.13%), error:       304.08014, best error:       281.29449 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 1057.8134765625s, input_fired_time: 14.5216245651, output_fired_time: 13.6269397736, propagate_forward_time: 400.4172058105, propagate_backward_time: 616.7138671875, weight_update_time: 0.9499557018, other_time: 12.5338134766
epoch time: 84.1749038696s, input_fired_time: 1.7873532772, output_fired_time: 0.0000000000, propagate_forward_time: 80.1620330811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2255172729
validation[          , genome 18507] predictions:    9918/  10000 (99.18%), best:    9918/10000 (99.18%), error:       278.44757, best error:       278.44757 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 1055.0072021484s, input_fired_time: 14.6871118546, output_fired_time: 13.5788745880, propagate_forward_time: 399.1510925293, propagate_backward_time: 614.7112426758, weight_update_time: 0.9564222097, other_time: 12.8788452148
epoch time: 83.6142425537s, input_fired_time: 1.7776546478, output_fired_time: 0.0000000000, propagate_forward_time: 79.6042098999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2323760986
validation[          , genome 18507] predictions:    9923/  10000 (99.23%), best:    9918/10000 (99.18%), error:       281.64859, best error:       278.44757 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 1053.3448486328s, input_fired_time: 14.6189241409, output_fired_time: 13.5396099091, propagate_forward_time: 398.8042297363, propagate_backward_time: 613.6089477539, weight_update_time: 0.9526659250, other_time: 12.7732543945
epoch time: 84.0311126709s, input_fired_time: 1.8170951605, output_fired_time: 0.0000000000, propagate_forward_time: 79.8583145142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3557052612
validation[          , genome 18507] predictions:    9918/  10000 (99.18%), best:    9918/10000 (99.18%), error:       293.13617, best error:       278.44757 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 1056.4305419922s, input_fired_time: 14.6654205322, output_fired_time: 13.5957098007, propagate_forward_time: 399.7834472656, propagate_backward_time: 615.5310668945, weight_update_time: 0.9533588290, other_time: 12.8549194336
epoch time: 84.8429107666s, input_fired_time: 1.8165082932, output_fired_time: 0.0000000000, propagate_forward_time: 80.6709747314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3554306030
validation[          , genome 18507] predictions:    9922/  10000 (99.22%), best:    9918/10000 (99.18%), error:       281.86139, best error:       278.44757 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 1053.2088623047s, input_fired_time: 14.4348201752, output_fired_time: 13.5613861084, propagate_forward_time: 398.9596862793, propagate_backward_time: 613.8909301758, weight_update_time: 0.9450498819, other_time: 12.3619995117
epoch time: 84.1839752197s, input_fired_time: 1.7798489332, output_fired_time: 0.0000000000, propagate_forward_time: 80.1755905151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2285385132
validation[          , genome 18507] predictions:    9918/  10000 (99.18%), best:    9918/10000 (99.18%), error:       282.22491, best error:       278.44757 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 1058.0531005859s, input_fired_time: 14.5988531113, output_fired_time: 13.6373405457, propagate_forward_time: 400.2698669434, propagate_backward_time: 616.8877563477, weight_update_time: 0.9476926923, other_time: 12.6592407227
epoch time: 84.3540344238s, input_fired_time: 1.8132654428, output_fired_time: 0.0000000000, propagate_forward_time: 80.1988220215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3419494629
validation[          , genome 18507] predictions:    9907/  10000 (99.07%), best:    9918/10000 (99.18%), error:       294.08948, best error:       278.44757 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 1057.2999267578s, input_fired_time: 14.7210664749, output_fired_time: 13.6217651367, propagate_forward_time: 400.0219116211, propagate_backward_time: 615.9873046875, weight_update_time: 0.9612463117, other_time: 12.9478149414
epoch time: 84.6154251099s, input_fired_time: 1.8224077225, output_fired_time: 0.0000000000, propagate_forward_time: 80.4459228516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3470916748
validation[          , genome 18507] predictions:    9923/  10000 (99.23%), best:    9918/10000 (99.18%), error:       280.53320, best error:       278.44757 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 1057.1503906250s, input_fired_time: 14.6523962021, output_fired_time: 13.5880622864, propagate_forward_time: 400.0087585449, propagate_backward_time: 616.1411132813, weight_update_time: 0.9546656013, other_time: 12.7601318359
epoch time: 83.3348999023s, input_fired_time: 1.7723189592, output_fired_time: 0.0000000000, propagate_forward_time: 79.3446960449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2178878784
validation[          , genome 18507] predictions:    9921/  10000 (99.21%), best:    9918/10000 (99.18%), error:       290.46307, best error:       278.44757 on epoch:    93, 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: 419.8699645996s, input_fired_time: 8.9374580383, output_fired_time: 0.0000000000, propagate_forward_time: 399.7308654785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.2016296387
best training[          , genome 18507] predictions:   50000/  50000 (100.00%), best:    9918/10000 (99.18%), error:        84.95425, best error:       278.44757 on epoch:    93, 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: 83.8816680908s, input_fired_time: 1.8027943373, output_fired_time: 0.0000000000, propagate_forward_time: 79.7332687378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3456039429
   testing[          , genome 18507] predictions:    9921/  10000 (99.21%), best:    9918/10000 (99.18%), error:       229.12575, best error:       278.44757 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:28:05 (2728): called boinc_finish(0)

</stderr_txt>
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