Nameexact_genome_1508499903_24_14196_1
Workunit2261365
Created23 Oct 2017, 19:05:53 UTC
Sent23 Oct 2017, 19:49:45 UTC
Report deadline7 Dec 2017, 22:55:08 UTC
Received27 Oct 2017, 9:21:47 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 days 0 hours 37 min 28 sec
CPU time1 days 0 hours 28 min 13 sec
Validate stateValid
Credit11,282.19
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size170.89 MB
Peak swap size175.64 MB
Peak disk usage5.80 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
56, weight_decay: 0.0002438374

epoch time: 808.8444824219s, input_fired_time: 9.4561052322, output_fired_time: 9.9202871323, propagate_forward_time: 301.7376098633, propagate_backward_time: 477.8022766113, weight_update_time: 0.8973850012, other_time: 9.9281921387
epoch time: 63.2214431763s, input_fired_time: 1.1580259800, output_fired_time: 0.0000000000, propagate_forward_time: 60.3039436340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7594718933
validation[          , genome 14196] predictions:    9841/  10000 (98.41%), best:    9848/10000 (98.48%), error:       515.48541, best error:       487.60776 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 809.6719970703s, input_fired_time: 9.4757022858, output_fired_time: 9.9442453384, propagate_forward_time: 302.8128356934, propagate_backward_time: 477.5284729004, weight_update_time: 0.8997843266, other_time: 9.9107055664
epoch time: 63.2617721558s, input_fired_time: 1.1623138189, output_fired_time: 0.0000000000, propagate_forward_time: 60.3503875732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7490692139
validation[          , genome 14196] predictions:    9826/  10000 (98.26%), best:    9848/10000 (98.48%), error:       521.58179, best error:       487.60776 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 809.0424804688s, input_fired_time: 9.4682254791, output_fired_time: 9.9636201859, propagate_forward_time: 301.5422058105, propagate_backward_time: 478.1119079590, weight_update_time: 0.8956085443, other_time: 9.9565429688
epoch time: 63.7659416199s, input_fired_time: 1.1707221270, output_fired_time: 0.0000000000, propagate_forward_time: 60.8108024597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7844161987
validation[          , genome 14196] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       453.53485, best error:       453.53485 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 810.0075073242s, input_fired_time: 9.4860038757, output_fired_time: 9.9442043304, propagate_forward_time: 302.5822448730, propagate_backward_time: 478.1084594727, weight_update_time: 0.9001442790, other_time: 9.8865661621
epoch time: 62.4193954468s, input_fired_time: 1.1532026529, output_fired_time: 0.0000000000, propagate_forward_time: 59.5087089539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7574844360
validation[          , genome 14196] predictions:    9780/  10000 (97.80%), best:    9852/10000 (98.52%), error:       616.09247, best error:       453.53485 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 809.4312744141s, input_fired_time: 9.4787826538, output_fired_time: 9.9484405518, propagate_forward_time: 302.5229797363, propagate_backward_time: 477.5432739258, weight_update_time: 0.8971367478, other_time: 9.9378356934
epoch time: 63.3198547363s, input_fired_time: 1.1652307510, output_fired_time: 0.0000000000, propagate_forward_time: 60.3947257996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7598991394
validation[          , genome 14196] predictions:    9811/  10000 (98.11%), best:    9852/10000 (98.52%), error:       597.23944, best error:       453.53485 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 809.7776489258s, input_fired_time: 9.4948987961, output_fired_time: 9.9413127899, propagate_forward_time: 303.0265808105, propagate_backward_time: 477.4349975586, weight_update_time: 0.8961242437, other_time: 9.8799133301
epoch time: 63.9130821228s, input_fired_time: 1.1723458767, output_fired_time: 0.0000000000, propagate_forward_time: 60.9806251526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7601127625
validation[          , genome 14196] predictions:    9844/  10000 (98.44%), best:    9852/10000 (98.52%), error:       504.75363, best error:       453.53485 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 810.6389160156s, input_fired_time: 9.4952650070, output_fired_time: 9.9386911392, propagate_forward_time: 302.8350830078, propagate_backward_time: 478.4238586426, weight_update_time: 0.8981418610, other_time: 9.9460144043
epoch time: 63.9890365601s, input_fired_time: 1.1732873917, output_fired_time: 0.0000000000, propagate_forward_time: 61.0605926514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7551574707
validation[          , genome 14196] predictions:    9820/  10000 (98.20%), best:    9852/10000 (98.52%), error:       521.42932, best error:       453.53485 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 808.9095458984s, input_fired_time: 9.4666652679, output_fired_time: 9.9094066620, propagate_forward_time: 302.2002868652, propagate_backward_time: 477.4587707520, weight_update_time: 0.8947089314, other_time: 9.8743896484
epoch time: 63.3975944519s, input_fired_time: 1.1668192148, output_fired_time: 0.0000000000, propagate_forward_time: 60.4220085144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8087654114
validation[          , genome 14196] predictions:    9789/  10000 (97.89%), best:    9852/10000 (98.52%), error:       629.13239, best error:       453.53485 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 810.2415771484s, input_fired_time: 9.5035476685, output_fired_time: 9.9549436569, propagate_forward_time: 302.7783203125, propagate_backward_time: 478.1035766602, weight_update_time: 0.8946899772, other_time: 9.9011840820
epoch time: 63.4394454956s, input_fired_time: 1.1653817892, output_fired_time: 0.0000000000, propagate_forward_time: 60.5095291138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7645339966
validation[          , genome 14196] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       487.10641, best error:       453.53485 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 809.8461914063s, input_fired_time: 9.4884452820, output_fired_time: 9.9366245270, propagate_forward_time: 302.3581237793, propagate_backward_time: 478.1351013184, weight_update_time: 0.8965868950, other_time: 9.9278564453
epoch time: 63.5753631592s, input_fired_time: 1.1744440794, output_fired_time: 0.0000000000, propagate_forward_time: 60.6265907288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7743301392
validation[          , genome 14196] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       448.19315, best error:       448.19315 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 807.6901855469s, input_fired_time: 9.4744539261, output_fired_time: 9.9474153519, propagate_forward_time: 301.4924011230, propagate_backward_time: 476.8500366211, weight_update_time: 0.8928152323, other_time: 9.9259338379
epoch time: 64.0835037231s, input_fired_time: 1.1789153814, output_fired_time: 0.0000000000, propagate_forward_time: 61.1722908020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7322959900
validation[          , genome 14196] predictions:    9828/  10000 (98.28%), best:    9859/10000 (98.59%), error:       535.26563, best error:       448.19315 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 809.4601440430s, input_fired_time: 9.4711160660, output_fired_time: 9.9518280029, propagate_forward_time: 302.2567749023, propagate_backward_time: 477.8866271973, weight_update_time: 0.8965462446, other_time: 9.8937683105
epoch time: 63.4968681335s, input_fired_time: 1.1685239077, output_fired_time: 0.0000000000, propagate_forward_time: 60.5792427063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7490997314
validation[          , genome 14196] predictions:    9862/  10000 (98.62%), best:    9859/10000 (98.59%), error:       474.56366, best error:       448.19315 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 811.4627075195s, input_fired_time: 9.5036888123, output_fired_time: 9.9826536179, propagate_forward_time: 303.1447448730, propagate_backward_time: 478.8983459473, weight_update_time: 0.9050486684, other_time: 9.9332885742
epoch time: 63.3169708252s, input_fired_time: 1.1669127941, output_fired_time: 0.0000000000, propagate_forward_time: 60.3972282410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7528305054
validation[          , genome 14196] predictions:    9858/  10000 (98.58%), best:    9859/10000 (98.59%), error:       459.52069, best error:       448.19315 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 810.5222167969s, input_fired_time: 9.5126323700, output_fired_time: 9.9451503754, propagate_forward_time: 303.0889587402, propagate_backward_time: 478.0834960938, weight_update_time: 0.8978110552, other_time: 9.8919982910
epoch time: 63.5028419495s, input_fired_time: 1.1745802164, output_fired_time: 0.0000000000, propagate_forward_time: 60.5587806702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7694816589
validation[          , genome 14196] predictions:    9836/  10000 (98.36%), best:    9859/10000 (98.59%), error:       541.56293, best error:       448.19315 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 810.1414794922s, input_fired_time: 9.5073032379, output_fired_time: 9.9582357407, propagate_forward_time: 302.5984191895, propagate_backward_time: 478.1780395508, weight_update_time: 0.8961433172, other_time: 9.8994445801
epoch time: 63.5163269043s, input_fired_time: 1.1691817045, output_fired_time: 0.0000000000, propagate_forward_time: 60.5945816040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7525634766
validation[          , genome 14196] predictions:    9850/  10000 (98.50%), best:    9850/10000 (98.50%), error:       446.11896, best error:       446.11896 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 809.1029052734s, input_fired_time: 9.5021190643, output_fired_time: 9.9656124115, propagate_forward_time: 302.0828552246, propagate_backward_time: 477.6886901855, weight_update_time: 0.8994415998, other_time: 9.8635864258
epoch time: 63.3228721619s, input_fired_time: 1.1720682383, output_fired_time: 0.0000000000, propagate_forward_time: 60.3799896240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7708129883
validation[          , genome 14196] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       405.25470, best error:       405.25470 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 810.7593994141s, input_fired_time: 9.4938678741, output_fired_time: 9.9510488510, propagate_forward_time: 303.1455993652, propagate_backward_time: 478.2804870605, weight_update_time: 0.9002453089, other_time: 9.8883666992
epoch time: 62.9194679260s, input_fired_time: 1.1646573544, output_fired_time: 0.0000000000, propagate_forward_time: 59.9926376343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7621726990
validation[          , genome 14196] predictions:    9847/  10000 (98.47%), best:    9876/10000 (98.76%), error:       480.59198, best error:       405.25470 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 811.2769165039s, input_fired_time: 9.5319919586, output_fired_time: 9.9681386948, propagate_forward_time: 303.0015869141, propagate_backward_time: 478.8664550781, weight_update_time: 0.9056262374, other_time: 9.9087524414
epoch time: 63.2336006165s, input_fired_time: 1.1780074835, output_fired_time: 0.0000000000, propagate_forward_time: 60.2806930542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7748985291
validation[          , genome 14196] predictions:    9868/  10000 (98.68%), best:    9876/10000 (98.76%), error:       428.60574, best error:       405.25470 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 807.2668457031s, input_fired_time: 9.4789505005, output_fired_time: 9.8948392868, propagate_forward_time: 301.8541564941, propagate_backward_time: 476.1818237305, weight_update_time: 0.8935696483, other_time: 9.8570861816
epoch time: 63.3265419006s, input_fired_time: 1.1713229418, output_fired_time: 0.0000000000, propagate_forward_time: 60.3926506042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7625694275
validation[          , genome 14196] predictions:    9855/  10000 (98.55%), best:    9876/10000 (98.76%), error:       456.02539, best error:       405.25470 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 811.5234375000s, input_fired_time: 9.5078706741, output_fired_time: 9.9543132782, propagate_forward_time: 303.3418273926, propagate_backward_time: 478.8398742676, weight_update_time: 0.8917691112, other_time: 9.8795776367
epoch time: 63.3691749573s, input_fired_time: 1.1664952040, output_fired_time: 0.0000000000, propagate_forward_time: 60.4502258301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7524528503
validation[          , genome 14196] predictions:    9854/  10000 (98.54%), best:    9876/10000 (98.76%), error:       434.12308, best error:       405.25470 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 811.0184326172s, input_fired_time: 9.5230951309, output_fired_time: 9.9518823624, propagate_forward_time: 302.9908752441, propagate_backward_time: 478.6820068359, weight_update_time: 0.8952313662, other_time: 9.8705749512
epoch time: 63.4282531738s, input_fired_time: 1.1774981022, output_fired_time: 0.0000000000, propagate_forward_time: 60.5012741089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7494812012
validation[          , genome 14196] predictions:    9847/  10000 (98.47%), best:    9876/10000 (98.76%), error:       480.01205, best error:       405.25470 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 810.1455688477s, input_fired_time: 9.5240087509, output_fired_time: 9.9457445145, propagate_forward_time: 302.7205200195, propagate_backward_time: 478.0773010254, weight_update_time: 0.8941459060, other_time: 9.8780212402
epoch time: 63.7655639648s, input_fired_time: 1.1775958538, output_fired_time: 0.0000000000, propagate_forward_time: 60.8215866089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7663803101
validation[          , genome 14196] predictions:    9859/  10000 (98.59%), best:    9876/10000 (98.76%), error:       411.57083, best error:       405.25470 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 809.9768676758s, input_fired_time: 9.5380849838, output_fired_time: 9.9456739426, propagate_forward_time: 303.0097656250, propagate_backward_time: 477.5878295898, weight_update_time: 0.9049522877, other_time: 9.8955078125
epoch time: 63.6156578064s, input_fired_time: 1.1816340685, output_fired_time: 0.0000000000, propagate_forward_time: 60.6830291748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7509956360
validation[          , genome 14196] predictions:    9824/  10000 (98.24%), best:    9876/10000 (98.76%), error:       539.61768, best error:       405.25470 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 811.2076416016s, input_fired_time: 9.5533666611, output_fired_time: 9.9745349884, propagate_forward_time: 303.2177124023, propagate_backward_time: 478.5587463379, weight_update_time: 0.8956234455, other_time: 9.9032897949
epoch time: 64.1638183594s, input_fired_time: 1.1893326044, output_fired_time: 0.0000000000, propagate_forward_time: 61.2130317688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7614555359
validation[          , genome 14196] predictions:    9841/  10000 (98.41%), best:    9876/10000 (98.76%), error:       477.87158, best error:       405.25470 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 811.8850708008s, input_fired_time: 9.5641469955, output_fired_time: 9.9776954651, propagate_forward_time: 303.4414672852, propagate_backward_time: 478.9772949219, weight_update_time: 0.8998626471, other_time: 9.9244384766
epoch time: 63.3797760010s, input_fired_time: 1.1798141003, output_fired_time: 0.0000000000, propagate_forward_time: 60.4298706055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7700920105
validation[          , genome 14196] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       394.30087, best error:       394.30087 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 809.7553710938s, input_fired_time: 9.5552520752, output_fired_time: 9.9458408356, propagate_forward_time: 302.7056884766, propagate_backward_time: 477.7039184570, weight_update_time: 0.8905586004, other_time: 9.8446655273
epoch time: 63.4661407471s, input_fired_time: 1.1805847883, output_fired_time: 0.0000000000, propagate_forward_time: 60.5190200806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7665367126
validation[          , genome 14196] predictions:    9847/  10000 (98.47%), best:    9871/10000 (98.71%), error:       464.92133, best error:       394.30087 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 807.7175903320s, input_fired_time: 9.5426597595, output_fired_time: 9.9432897568, propagate_forward_time: 301.6449890137, propagate_backward_time: 476.6541442871, weight_update_time: 0.8976302147, other_time: 9.9324951172
epoch time: 63.9061737061s, input_fired_time: 1.1824606657, output_fired_time: 0.0000000000, propagate_forward_time: 60.9660835266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7576293945
validation[          , genome 14196] predictions:    9799/  10000 (97.99%), best:    9871/10000 (98.71%), error:       583.08215, best error:       394.30087 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 809.7464599609s, input_fired_time: 9.5386409760, output_fired_time: 9.9326877594, propagate_forward_time: 302.4753417969, propagate_backward_time: 477.9262695313, weight_update_time: 0.8976587653, other_time: 9.8735351563
epoch time: 63.5168151855s, input_fired_time: 1.1829264164, output_fired_time: 0.0000000000, propagate_forward_time: 60.5759811401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7579078674
validation[          , genome 14196] predictions:    9873/  10000 (98.73%), best:    9871/10000 (98.71%), error:       419.32376, best error:       394.30087 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 809.6356201172s, input_fired_time: 9.5542535782, output_fired_time: 9.9258337021, propagate_forward_time: 302.7886657715, propagate_backward_time: 477.4802246094, weight_update_time: 0.8952705264, other_time: 9.8866271973
epoch time: 63.0431060791s, input_fired_time: 1.1756461859, output_fired_time: 0.0000000000, propagate_forward_time: 60.1302680969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7371902466
validation[          , genome 14196] predictions:    9869/  10000 (98.69%), best:    9871/10000 (98.71%), error:       408.75299, best error:       394.30087 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 808.5685424805s, input_fired_time: 9.5463209152, output_fired_time: 9.9486408234, propagate_forward_time: 302.0187377930, propagate_backward_time: 477.2128906250, weight_update_time: 0.8964435458, other_time: 9.8419189453
epoch time: 62.7800483704s, input_fired_time: 1.1708649397, output_fired_time: 0.0000000000, propagate_forward_time: 59.8780403137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7311439514
validation[          , genome 14196] predictions:    9844/  10000 (98.44%), best:    9871/10000 (98.71%), error:       437.34769, best error:       394.30087 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 808.8105468750s, input_fired_time: 9.5598411560, output_fired_time: 9.9293746948, propagate_forward_time: 302.4924011230, propagate_backward_time: 476.9498596191, weight_update_time: 0.8946180940, other_time: 9.8790893555
epoch time: 63.4975204468s, input_fired_time: 1.1844897270, output_fired_time: 0.0000000000, propagate_forward_time: 60.5576095581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7554206848
validation[          , genome 14196] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       360.78821, best error:       360.78821 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 810.3703613281s, input_fired_time: 9.5475177765, output_fired_time: 9.9537467957, propagate_forward_time: 302.7513732910, propagate_backward_time: 478.2172851563, weight_update_time: 0.8968913555, other_time: 9.9004211426
epoch time: 63.5615425110s, input_fired_time: 1.1892681122, output_fired_time: 0.0000000000, propagate_forward_time: 60.5909805298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7812957764
validation[          , genome 14196] predictions:    9849/  10000 (98.49%), best:    9882/10000 (98.82%), error:       442.13000, best error:       360.78821 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 809.4037475586s, input_fired_time: 9.5705938339, output_fired_time: 9.9342975616, propagate_forward_time: 302.7605285645, propagate_backward_time: 477.2316284180, weight_update_time: 0.8984124064, other_time: 9.9066467285
epoch time: 63.1664695740s, input_fired_time: 1.1825788021, output_fired_time: 0.0000000000, propagate_forward_time: 60.2123146057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7715759277
validation[          , genome 14196] predictions:    9876/  10000 (98.76%), best:    9882/10000 (98.82%), error:       392.42242, best error:       360.78821 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 809.0239868164s, input_fired_time: 9.5380449295, output_fired_time: 9.9240226746, propagate_forward_time: 302.1061706543, propagate_backward_time: 477.5782165527, weight_update_time: 0.8972500563, other_time: 9.8775634766
epoch time: 63.3954086304s, input_fired_time: 1.1818674803, output_fired_time: 0.0000000000, propagate_forward_time: 60.4253044128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7882385254
validation[          , genome 14196] predictions:    9884/  10000 (98.84%), best:    9882/10000 (98.82%), error:       375.26413, best error:       360.78821 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 809.9835815430s, input_fired_time: 9.5738191605, output_fired_time: 9.9520740509, propagate_forward_time: 302.8206176758, propagate_backward_time: 477.7108764648, weight_update_time: 0.8972963691, other_time: 9.9262084961
epoch time: 63.9213409424s, input_fired_time: 1.1876879930, output_fired_time: 0.0000000000, propagate_forward_time: 61.0029754639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7306785583
validation[          , genome 14196] predictions:    9869/  10000 (98.69%), best:    9882/10000 (98.82%), error:       409.30463, best error:       360.78821 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 808.5889282227s, input_fired_time: 9.5732755661, output_fired_time: 9.9402265549, propagate_forward_time: 301.6916198730, propagate_backward_time: 477.4800109863, weight_update_time: 0.9009478092, other_time: 9.9037475586
epoch time: 63.4032897949s, input_fired_time: 1.1865172386, output_fired_time: 0.0000000000, propagate_forward_time: 60.4699897766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7467842102
validation[          , genome 14196] predictions:    9878/  10000 (98.78%), best:    9882/10000 (98.82%), error:       383.02997, best error:       360.78821 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 809.8512573242s, input_fired_time: 9.5588932037, output_fired_time: 9.9560918808, propagate_forward_time: 302.6704101563, propagate_backward_time: 477.7926330566, weight_update_time: 0.9008195400, other_time: 9.8731994629
epoch time: 63.7794609070s, input_fired_time: 1.1929546595, output_fired_time: 0.0000000000, propagate_forward_time: 60.8144912720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7720146179
validation[          , genome 14196] predictions:    9860/  10000 (98.60%), best:    9882/10000 (98.82%), error:       445.78833, best error:       360.78821 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 808.4111938477s, input_fired_time: 9.5646018982, output_fired_time: 9.9310894012, propagate_forward_time: 302.0764770508, propagate_backward_time: 476.9905395508, weight_update_time: 0.8997092247, other_time: 9.8485107422
epoch time: 63.3130874634s, input_fired_time: 1.1967740059, output_fired_time: 0.0000000000, propagate_forward_time: 60.3509101868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7654037476
validation[          , genome 14196] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       355.10345, best error:       355.10345 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 808.3131103516s, input_fired_time: 9.5769996643, output_fired_time: 9.9455013275, propagate_forward_time: 301.6452636719, propagate_backward_time: 477.2946472168, weight_update_time: 0.8997970223, other_time: 9.8506774902
epoch time: 63.3668136597s, input_fired_time: 1.1863286495, output_fired_time: 0.0000000000, propagate_forward_time: 60.4211997986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7592849731
validation[          , genome 14196] predictions:    9870/  10000 (98.70%), best:    9882/10000 (98.82%), error:       409.75287, best error:       355.10345 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 809.7402954102s, input_fired_time: 9.5541982651, output_fired_time: 9.9496650696, propagate_forward_time: 302.2714538574, propagate_backward_time: 478.0839843750, weight_update_time: 0.8974150419, other_time: 9.8810119629
epoch time: 63.7539291382s, input_fired_time: 1.1925455332, output_fired_time: 0.0000000000, propagate_forward_time: 60.7845535278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7768287659
validation[          , genome 14196] predictions:    9878/  10000 (98.78%), best:    9882/10000 (98.82%), error:       382.22241, best error:       355.10345 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 808.7421875000s, input_fired_time: 9.5922260284, output_fired_time: 9.9280042648, propagate_forward_time: 302.1660156250, propagate_backward_time: 477.1409912109, weight_update_time: 0.9078122377, other_time: 9.9149780273
epoch time: 63.6200103760s, input_fired_time: 1.1921259165, output_fired_time: 0.0000000000, propagate_forward_time: 60.6838455200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7440376282
validation[          , genome 14196] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       347.99762, best error:       347.99762 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 808.6209106445s, input_fired_time: 9.5864601135, output_fired_time: 9.9430599213, propagate_forward_time: 301.9470520020, propagate_backward_time: 477.2630920410, weight_update_time: 0.8965084553, other_time: 9.8812255859
epoch time: 63.7340049744s, input_fired_time: 1.1854289770, output_fired_time: 0.0000000000, propagate_forward_time: 60.7912673950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7573089600
validation[          , genome 14196] predictions:    9888/  10000 (98.88%), best:    9889/10000 (98.89%), error:       369.53787, best error:       347.99762 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 810.5468139648s, input_fired_time: 9.5934410095, output_fired_time: 9.9591131210, propagate_forward_time: 302.6868896484, propagate_backward_time: 478.4415588379, weight_update_time: 0.8929911256, other_time: 9.8658142090
epoch time: 63.9114952087s, input_fired_time: 1.1926103830, output_fired_time: 0.0000000000, propagate_forward_time: 60.9310684204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7878150940
validation[          , genome 14196] predictions:    9878/  10000 (98.78%), best:    9889/10000 (98.89%), error:       366.95819, best error:       347.99762 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 811.3032836914s, input_fired_time: 9.6222314835, output_fired_time: 9.9673624039, propagate_forward_time: 303.5111083984, propagate_backward_time: 478.3477172852, weight_update_time: 0.8963125348, other_time: 9.8548583984
epoch time: 63.5782508850s, input_fired_time: 1.1956576109, output_fired_time: 0.0000000000, propagate_forward_time: 60.6305389404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7520561218
validation[          , genome 14196] predictions:    9886/  10000 (98.86%), best:    9889/10000 (98.89%), error:       373.89691, best error:       347.99762 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 807.2067260742s, input_fired_time: 9.5935115814, output_fired_time: 9.9753189087, propagate_forward_time: 301.3318176270, propagate_backward_time: 476.4233703613, weight_update_time: 0.8924216628, other_time: 9.8826904297
epoch time: 63.7130241394s, input_fired_time: 1.1963101625, output_fired_time: 0.0000000000, propagate_forward_time: 60.7546195984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7620925903
validation[          , genome 14196] predictions:    9876/  10000 (98.76%), best:    9889/10000 (98.89%), error:       413.20575, best error:       347.99762 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 808.9695434570s, input_fired_time: 9.6052722931, output_fired_time: 9.9718465805, propagate_forward_time: 302.4599914551, propagate_backward_time: 477.1065979004, weight_update_time: 0.8943650126, other_time: 9.8258056641
epoch time: 63.2659492493s, input_fired_time: 1.1930942535, output_fired_time: 0.0000000000, propagate_forward_time: 60.3055381775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7673149109
validation[          , genome 14196] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       357.45520, best error:       347.99762 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 811.1473388672s, input_fired_time: 9.6156702042, output_fired_time: 9.9402065277, propagate_forward_time: 303.0170898438, propagate_backward_time: 478.6635742188, weight_update_time: 0.9016681314, other_time: 9.9108276367
epoch time: 63.4224815369s, input_fired_time: 1.1954376698, output_fired_time: 0.0000000000, propagate_forward_time: 60.4529762268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7740669250
validation[          , genome 14196] predictions:    9855/  10000 (98.55%), best:    9889/10000 (98.89%), error:       460.62210, best error:       347.99762 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 808.9139404297s, input_fired_time: 9.5973424911, output_fired_time: 9.9314546585, propagate_forward_time: 302.2339782715, propagate_backward_time: 477.2900085449, weight_update_time: 0.8930865526, other_time: 9.8611450195
epoch time: 63.4905929565s, input_fired_time: 1.1900124550, output_fired_time: 0.0000000000, propagate_forward_time: 60.5492210388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7513580322
validation[          , genome 14196] predictions:    9883/  10000 (98.83%), best:    9889/10000 (98.89%), error:       384.36066, best error:       347.99762 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 811.5673217773s, input_fired_time: 9.6275072098, output_fired_time: 9.9679250717, propagate_forward_time: 303.1495971680, propagate_backward_time: 479.0152587891, weight_update_time: 0.8918435574, other_time: 9.8070678711
epoch time: 63.2850608826s, input_fired_time: 1.1884496212, output_fired_time: 0.0000000000, propagate_forward_time: 60.3609085083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7357025146
validation[          , genome 14196] predictions:    9866/  10000 (98.66%), best:    9889/10000 (98.89%), error:       425.06290, best error:       347.99762 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 806.6958007813s, input_fired_time: 9.5620689392, output_fired_time: 9.8790674210, propagate_forward_time: 301.3764343262, propagate_backward_time: 476.1746215820, weight_update_time: 0.8855392933, other_time: 9.7035827637
epoch time: 63.4133491516s, input_fired_time: 1.1904575825, output_fired_time: 0.0000000000, propagate_forward_time: 60.5104560852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7124366760
validation[          , genome 14196] predictions:    9869/  10000 (98.69%), best:    9889/10000 (98.89%), error:       398.92813, best error:       347.99762 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 808.7406616211s, input_fired_time: 9.5761747360, output_fired_time: 9.9336767197, propagate_forward_time: 301.9981079102, propagate_backward_time: 477.5422058105, weight_update_time: 0.8847995996, other_time: 9.6905212402
epoch time: 63.3167762756s, input_fired_time: 1.1916587353, output_fired_time: 0.0000000000, propagate_forward_time: 60.4047164917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7204017639
validation[          , genome 14196] predictions:    9874/  10000 (98.74%), best:    9889/10000 (98.89%), error:       369.99570, best error:       347.99762 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 808.3065185547s, input_fired_time: 9.5669393539, output_fired_time: 9.9087133408, propagate_forward_time: 301.6702575684, propagate_backward_time: 477.4563598633, weight_update_time: 0.8900442123, other_time: 9.7042541504
epoch time: 63.5929756165s, input_fired_time: 1.1985750198, output_fired_time: 0.0000000000, propagate_forward_time: 60.6517562866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7426452637
validation[          , genome 14196] predictions:    9883/  10000 (98.83%), best:    9889/10000 (98.89%), error:       370.30368, best error:       347.99762 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 808.6271362305s, input_fired_time: 9.5646867752, output_fired_time: 9.9287271500, propagate_forward_time: 302.1871948242, propagate_backward_time: 477.2981872559, weight_update_time: 0.8854027987, other_time: 9.6483459473
epoch time: 63.4543190002s, input_fired_time: 1.1876440048, output_fired_time: 0.0000000000, propagate_forward_time: 60.5591468811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7075271606
validation[          , genome 14196] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       339.90750, best error:       339.90750 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 807.9142456055s, input_fired_time: 9.5812196732, output_fired_time: 9.9202756882, propagate_forward_time: 302.0809326172, propagate_backward_time: 476.6158447266, weight_update_time: 0.8863510489, other_time: 9.7159423828
epoch time: 62.9620475769s, input_fired_time: 1.1840831041, output_fired_time: 0.0000000000, propagate_forward_time: 60.0599327087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7180328369
validation[          , genome 14196] predictions:    9887/  10000 (98.87%), best:    9888/10000 (98.88%), error:       363.01163, best error:       339.90750 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 806.9642333984s, input_fired_time: 9.5575428009, output_fired_time: 9.9140729904, propagate_forward_time: 301.1539306641, propagate_backward_time: 476.6148071289, weight_update_time: 0.8885363936, other_time: 9.7238769531
epoch time: 63.2084846497s, input_fired_time: 1.1920039654, output_fired_time: 0.0000000000, propagate_forward_time: 60.2986145020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7178649902
validation[          , genome 14196] predictions:    9886/  10000 (98.86%), best:    9888/10000 (98.88%), error:       365.10800, best error:       339.90750 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 807.1073608398s, input_fired_time: 9.5754413605, output_fired_time: 9.9065256119, propagate_forward_time: 301.3703613281, propagate_backward_time: 476.4933776855, weight_update_time: 0.8888611197, other_time: 9.7616271973
epoch time: 63.2072601318s, input_fired_time: 1.2021943331, output_fired_time: 0.0000000000, propagate_forward_time: 60.2610931396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7439727783
validation[          , genome 14196] predictions:    9891/  10000 (98.91%), best:    9888/10000 (98.88%), error:       344.72018, best error:       339.90750 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 808.1842041016s, input_fired_time: 9.5659675598, output_fired_time: 9.9094200134, propagate_forward_time: 302.0426940918, propagate_backward_time: 476.9992980957, weight_update_time: 0.8806133866, other_time: 9.6668090820
epoch time: 63.1877632141s, input_fired_time: 1.1875618696, output_fired_time: 0.0000000000, propagate_forward_time: 60.2735023499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7266998291
validation[          , genome 14196] predictions:    9854/  10000 (98.54%), best:    9888/10000 (98.88%), error:       440.41690, best error:       339.90750 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 805.7138671875s, input_fired_time: 9.5299587250, output_fired_time: 9.8555994034, propagate_forward_time: 301.4963073730, propagate_backward_time: 475.2240600586, weight_update_time: 0.8838677406, other_time: 9.6079406738
epoch time: 62.9965782166s, input_fired_time: 1.1835131645, output_fired_time: 0.0000000000, propagate_forward_time: 60.1153831482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6976814270
validation[          , genome 14196] predictions:    9887/  10000 (98.87%), best:    9888/10000 (98.88%), error:       363.24411, best error:       339.90750 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 806.7037353516s, input_fired_time: 9.5608606339, output_fired_time: 9.9110774994, propagate_forward_time: 301.4016723633, propagate_backward_time: 476.1929321289, weight_update_time: 0.8811014891, other_time: 9.6372070313
epoch time: 63.1839294434s, input_fired_time: 1.1874068975, output_fired_time: 0.0000000000, propagate_forward_time: 60.2869415283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7095794678
validation[          , genome 14196] predictions:    9880/  10000 (98.80%), best:    9888/10000 (98.88%), error:       351.95389, best error:       339.90750 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 807.6100463867s, input_fired_time: 9.5652017593, output_fired_time: 9.8927164078, propagate_forward_time: 302.0123596191, propagate_backward_time: 476.5259704590, weight_update_time: 0.8824739456, other_time: 9.6138305664
epoch time: 63.0347099304s, input_fired_time: 1.1917159557, output_fired_time: 0.0000000000, propagate_forward_time: 60.1307754517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7122192383
validation[          , genome 14196] predictions:    9889/  10000 (98.89%), best:    9888/10000 (98.88%), error:       357.78668, best error:       339.90750 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 808.1608886719s, input_fired_time: 9.5665340424, output_fired_time: 9.8960990906, propagate_forward_time: 301.9793701172, propagate_backward_time: 477.1091918945, weight_update_time: 0.8814672828, other_time: 9.6096801758
epoch time: 62.9307136536s, input_fired_time: 1.1922562122, output_fired_time: 0.0000000000, propagate_forward_time: 60.0355033875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7029533386
validation[          , genome 14196] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       333.37378, best error:       333.37378 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 808.2753906250s, input_fired_time: 9.5828771591, output_fired_time: 9.9111452103, propagate_forward_time: 302.3553771973, propagate_backward_time: 476.8134155273, weight_update_time: 0.8850406408, other_time: 9.6125793457
epoch time: 63.1597061157s, input_fired_time: 1.1916892529, output_fired_time: 0.0000000000, propagate_forward_time: 60.2660217285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7019958496
validation[          , genome 14196] predictions:    9883/  10000 (98.83%), best:    9890/10000 (98.90%), error:       385.19861, best error:       333.37378 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 806.9670410156s, input_fired_time: 9.5667610168, output_fired_time: 9.8962383270, propagate_forward_time: 301.6486206055, propagate_backward_time: 476.2925109863, weight_update_time: 0.8782867789, other_time: 9.5628967285
epoch time: 63.0954818726s, input_fired_time: 1.1871843338, output_fired_time: 0.0000000000, propagate_forward_time: 60.1880226135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7202758789
validation[          , genome 14196] predictions:    9885/  10000 (98.85%), best:    9890/10000 (98.90%), error:       365.22556, best error:       333.37378 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 806.5195922852s, input_fired_time: 9.5583372116, output_fired_time: 9.8693017960, propagate_forward_time: 301.0905456543, propagate_backward_time: 476.3649291992, weight_update_time: 0.8849576712, other_time: 9.6364440918
epoch time: 63.6264419556s, input_fired_time: 1.1961898804, output_fired_time: 0.0000000000, propagate_forward_time: 60.7262458801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7040061951
validation[          , genome 14196] predictions:    9854/  10000 (98.54%), best:    9890/10000 (98.90%), error:       441.19470, best error:       333.37378 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 806.7670898438s, input_fired_time: 9.5485544205, output_fired_time: 9.8803472519, propagate_forward_time: 301.4938354492, propagate_backward_time: 476.2268371582, weight_update_time: 0.8846324682, other_time: 9.6174621582
epoch time: 63.1936378479s, input_fired_time: 1.1861104965, output_fired_time: 0.0000000000, propagate_forward_time: 60.3017578125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7057685852
validation[          , genome 14196] predictions:    9875/  10000 (98.75%), best:    9890/10000 (98.90%), error:       368.22552, best error:       333.37378 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 805.2920532227s, input_fired_time: 9.5464887619, output_fired_time: 9.8971557617, propagate_forward_time: 300.7271423340, propagate_backward_time: 475.5036926270, weight_update_time: 0.8806297183, other_time: 9.6175537109
epoch time: 63.1088294983s, input_fired_time: 1.1934057474, output_fired_time: 0.0000000000, propagate_forward_time: 60.1952705383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7201538086
validation[          , genome 14196] predictions:    9897/  10000 (98.97%), best:    9890/10000 (98.90%), error:       343.39685, best error:       333.37378 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 806.7932739258s, input_fired_time: 9.5865621567, output_fired_time: 9.8977031708, propagate_forward_time: 301.4118957520, propagate_backward_time: 476.2661132813, weight_update_time: 0.8851907253, other_time: 9.6310119629
epoch time: 63.6544952393s, input_fired_time: 1.1957099438, output_fired_time: 0.0000000000, propagate_forward_time: 60.7517089844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7070770264
validation[          , genome 14196] predictions:    9882/  10000 (98.82%), best:    9890/10000 (98.90%), error:       378.76062, best error:       333.37378 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 807.1015014648s, input_fired_time: 9.5761804581, output_fired_time: 9.8933115005, propagate_forward_time: 301.5099182129, propagate_backward_time: 476.4782104492, weight_update_time: 0.8826204538, other_time: 9.6438903809
epoch time: 63.3263626099s, input_fired_time: 1.1860475540, output_fired_time: 0.0000000000, propagate_forward_time: 60.4209709167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7193450928
validation[          , genome 14196] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       347.86859, best error:       333.37378 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 805.3206176758s, input_fired_time: 9.5717430115, output_fired_time: 9.8698463440, propagate_forward_time: 300.7679748535, propagate_backward_time: 475.5282287598, weight_update_time: 0.8838754296, other_time: 9.5828247070
epoch time: 63.0996017456s, input_fired_time: 1.1853461266, output_fired_time: 0.0000000000, propagate_forward_time: 60.1841316223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7301254272
validation[          , genome 14196] predictions:    9885/  10000 (98.85%), best:    9890/10000 (98.90%), error:       349.23712, best error:       333.37378 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 806.1032714844s, input_fired_time: 9.5642290115, output_fired_time: 9.8983154297, propagate_forward_time: 301.5789184570, propagate_backward_time: 475.4633483887, weight_update_time: 0.8812426329, other_time: 9.5984802246
epoch time: 62.9700889587s, input_fired_time: 1.1841912270, output_fired_time: 0.0000000000, propagate_forward_time: 60.0825271606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7033691406
validation[          , genome 14196] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       352.79733, best error:       333.37378 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 806.4018554688s, input_fired_time: 9.5814371109, output_fired_time: 9.8865804672, propagate_forward_time: 301.5281372070, propagate_backward_time: 475.7858886719, weight_update_time: 0.8860006928, other_time: 9.6198120117
epoch time: 62.9686813354s, input_fired_time: 1.1905587912, output_fired_time: 0.0000000000, propagate_forward_time: 60.0519065857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7262153625
validation[          , genome 14196] predictions:    9892/  10000 (98.92%), best:    9890/10000 (98.90%), error:       349.80347, best error:       333.37378 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 806.6241455078s, input_fired_time: 9.5840969086, output_fired_time: 9.8885917664, propagate_forward_time: 301.4728088379, propagate_backward_time: 476.0406799316, weight_update_time: 0.8835585117, other_time: 9.6379394531
epoch time: 62.9054832458s, input_fired_time: 1.2008354664, output_fired_time: 0.0000000000, propagate_forward_time: 59.9884986877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7161483765
validation[          , genome 14196] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       363.76962, best error:       333.37378 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 806.3013916016s, input_fired_time: 9.5734987259, output_fired_time: 9.8747768402, propagate_forward_time: 301.8222351074, propagate_backward_time: 475.4260253906, weight_update_time: 0.8874617219, other_time: 9.6048889160
epoch time: 63.0003395081s, input_fired_time: 1.1829497814, output_fired_time: 0.0000000000, propagate_forward_time: 60.1034355164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7139549255
validation[          , genome 14196] predictions:    9889/  10000 (98.89%), best:    9890/10000 (98.90%), error:       335.80432, best error:       333.37378 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 806.8643798828s, input_fired_time: 9.5914564133, output_fired_time: 9.8876180649, propagate_forward_time: 301.7823791504, propagate_backward_time: 475.9769287109, weight_update_time: 0.8835340142, other_time: 9.6260070801
epoch time: 63.0828666687s, input_fired_time: 1.1940177679, output_fired_time: 0.0000000000, propagate_forward_time: 60.1662063599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7226409912
validation[          , genome 14196] predictions:    9888/  10000 (98.88%), best:    9890/10000 (98.90%), error:       345.25592, best error:       333.37378 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 805.6968383789s, input_fired_time: 9.5700035095, output_fired_time: 9.9063367844, propagate_forward_time: 300.7438354492, propagate_backward_time: 475.8966674805, weight_update_time: 0.8778655529, other_time: 9.5800170898
epoch time: 63.2707977295s, input_fired_time: 1.1925337315, output_fired_time: 0.0000000000, propagate_forward_time: 60.3697280884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7085342407
validation[          , genome 14196] predictions:    9888/  10000 (98.88%), best:    9890/10000 (98.90%), error:       380.52228, best error:       333.37378 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 806.1029052734s, input_fired_time: 9.5867633820, output_fired_time: 9.8935813904, propagate_forward_time: 301.3593750000, propagate_backward_time: 475.6146850586, weight_update_time: 0.8821640611, other_time: 9.6484985352
epoch time: 63.2526931763s, input_fired_time: 1.1866730452, output_fired_time: 0.0000000000, propagate_forward_time: 60.3733634949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6926574707
validation[          , genome 14196] predictions:    9889/  10000 (98.89%), best:    9890/10000 (98.90%), error:       364.24277, best error:       333.37378 on epoch:    75, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 806.3223266602s, input_fired_time: 9.5880842209, output_fired_time: 9.8901834488, propagate_forward_time: 301.5638122559, propagate_backward_time: 475.6491088867, weight_update_time: 0.8787329197, other_time: 9.6311340332
epoch time: 63.3745956421s, input_fired_time: 1.1945923567, output_fired_time: 0.0000000000, propagate_forward_time: 60.4805679321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6994361877
validation[          , genome 14196] predictions:    9875/  10000 (98.75%), best:    9890/10000 (98.90%), error:       365.57336, best error:       333.37378 on epoch:    75, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 806.6885986328s, input_fired_time: 9.5764360428, output_fired_time: 9.8817405701, propagate_forward_time: 301.7918701172, propagate_backward_time: 475.8402099609, weight_update_time: 0.8845257163, other_time: 9.5983886719
epoch time: 63.3900184631s, input_fired_time: 1.1965180635, output_fired_time: 0.0000000000, propagate_forward_time: 60.4743499756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7191505432
validation[          , genome 14196] predictions:    9893/  10000 (98.93%), best:    9890/10000 (98.90%), error:       354.58768, best error:       333.37378 on epoch:    75, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 806.2828369141s, input_fired_time: 9.5890970230, output_fired_time: 9.8972759247, propagate_forward_time: 301.4832763672, propagate_backward_time: 475.6998291016, weight_update_time: 0.8817816377, other_time: 9.6133422852
epoch time: 62.9527282715s, input_fired_time: 1.1942838430, output_fired_time: 0.0000000000, propagate_forward_time: 60.0385360718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7199096680
validation[          , genome 14196] predictions:    9893/  10000 (98.93%), best:    9890/10000 (98.90%), error:       343.95068, best error:       333.37378 on epoch:    75, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 807.4739990234s, input_fired_time: 9.5896177292, output_fired_time: 9.8806438446, propagate_forward_time: 301.7250366211, propagate_backward_time: 476.6428527832, weight_update_time: 0.8835943341, other_time: 9.6358947754
epoch time: 62.9667091370s, input_fired_time: 1.1886827946, output_fired_time: 0.0000000000, propagate_forward_time: 60.0769615173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7010650635
validation[          , genome 14196] predictions:    9888/  10000 (98.88%), best:    9890/10000 (98.90%), error:       362.87247, best error:       333.37378 on epoch:    75, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 807.9290771484s, input_fired_time: 9.5865297318, output_fired_time: 9.9012994766, propagate_forward_time: 302.1050109863, propagate_backward_time: 476.7112426758, weight_update_time: 0.8862335086, other_time: 9.6249694824
epoch time: 63.1849822998s, input_fired_time: 1.1891915798, output_fired_time: 0.0000000000, propagate_forward_time: 60.2943916321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7014007568
validation[          , genome 14196] predictions:    9891/  10000 (98.91%), best:    9890/10000 (98.90%), error:       336.16821, best error:       333.37378 on epoch:    75, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 807.3005981445s, input_fired_time: 9.5829896927, output_fired_time: 9.8789958954, propagate_forward_time: 301.7398986816, propagate_backward_time: 476.4796752930, weight_update_time: 0.8844071031, other_time: 9.6190490723
epoch time: 63.1872825623s, input_fired_time: 1.1969026327, output_fired_time: 0.0000000000, propagate_forward_time: 60.2736358643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7167434692
validation[          , genome 14196] predictions:    9886/  10000 (98.86%), best:    9890/10000 (98.90%), error:       343.22278, best error:       333.37378 on epoch:    75, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 807.0510253906s, input_fired_time: 9.5982694626, output_fired_time: 9.8864774704, propagate_forward_time: 301.5266723633, propagate_backward_time: 476.4054565430, weight_update_time: 0.8852503300, other_time: 9.6341552734
epoch time: 63.0550193787s, input_fired_time: 1.2032662630, output_fired_time: 0.0000000000, propagate_forward_time: 60.1338539124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7178993225
validation[          , genome 14196] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       340.37509, best error:       333.37378 on epoch:    75, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 808.4764404297s, input_fired_time: 9.5878496170, output_fired_time: 9.8920631409, propagate_forward_time: 302.3247070313, propagate_backward_time: 477.0225524902, weight_update_time: 0.8895254731, other_time: 9.6492614746
epoch time: 63.1514854431s, input_fired_time: 1.1890484095, output_fired_time: 0.0000000000, propagate_forward_time: 60.2459907532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7164459229
validation[          , genome 14196] predictions:    9888/  10000 (98.88%), best:    9890/10000 (98.90%), error:       342.31216, best error:       333.37378 on epoch:    75, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 806.2243041992s, input_fired_time: 9.6109542847, output_fired_time: 9.8519086838, propagate_forward_time: 301.7120056152, propagate_backward_time: 475.4181213379, weight_update_time: 0.8848270178, other_time: 9.6312866211
epoch time: 63.2704238892s, input_fired_time: 1.1913294792, output_fired_time: 0.0000000000, propagate_forward_time: 60.3560295105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7230644226
validation[          , genome 14196] predictions:    9884/  10000 (98.84%), best:    9890/10000 (98.90%), error:       340.66705, best error:       333.37378 on epoch:    75, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 806.4763793945s, input_fired_time: 9.5856065750, output_fired_time: 9.8857679367, propagate_forward_time: 301.6494140625, propagate_backward_time: 475.7129821777, weight_update_time: 0.8876211643, other_time: 9.6426086426
epoch time: 63.1772460938s, input_fired_time: 1.1966974735, output_fired_time: 0.0000000000, propagate_forward_time: 60.2580375671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7225112915
validation[          , genome 14196] predictions:    9889/  10000 (98.89%), best:    9890/10000 (98.90%), error:       344.03610, best error:       333.37378 on epoch:    75, 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: 316.0028991699s, input_fired_time: 5.9706430435, output_fired_time: 0.0000000000, propagate_forward_time: 301.3907775879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.6414794922
best training[          , genome 14196] predictions:   49994/  50000 (99.99%), best:    9890/10000 (98.90%), error:       156.67995, best error:       333.37378 on epoch:    75, 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: 63.5837211609s, input_fired_time: 1.1913696527, output_fired_time: 0.0000000000, propagate_forward_time: 60.6966705322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6956825256
   testing[          , genome 14196] predictions:    9908/  10000 (99.08%), best:    9890/10000 (98.90%), error:       278.05566, best error:       333.37378 on epoch:    75, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:21:11 (364): called boinc_finish(0)

</stderr_txt>
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