Nameexact_genome_1512568488_41_6725_0
Workunit2604917
Created7 Dec 2017, 21:35:25 UTC
Sent7 Dec 2017, 21:41:03 UTC
Report deadline27 Dec 2017, 5:14:14 UTC
Received8 Dec 2017, 19:18:47 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time9 hours 58 min 27 sec
CPU time9 hours 57 min 27 sec
Validate stateValid
Credit4,828.68
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size158.80 MB
Peak swap size162.25 MB
Peak disk usage2.64 MB

Stderr output

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

epoch time: 325.6546630859s, input_fired_time: 3.6614136696, output_fired_time: 3.2514615059, propagate_forward_time: 123.6462707520, propagate_backward_time: 190.2376403809, weight_update_time: 0.2471621186, other_time: 4.8578796387
epoch time: 25.9776649475s, input_fired_time: 0.4646971226, output_fired_time: 0.0000000000, propagate_forward_time: 24.6381015778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8748664856
validation[          , genome  6725] predictions:    9766/  10000 (97.66%), best:    9801/10000 (98.01%), error:       753.85657, best error:       688.92310 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 328.7406311035s, input_fired_time: 3.6729269028, output_fired_time: 3.2932798862, propagate_forward_time: 124.6853713989, propagate_backward_time: 192.1663208008, weight_update_time: 0.2470291555, other_time: 4.9227600098
epoch time: 26.0230255127s, input_fired_time: 0.4660351872, output_fired_time: 0.0000000000, propagate_forward_time: 24.6851749420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8718147278
validation[          , genome  6725] predictions:    9731/  10000 (97.31%), best:    9801/10000 (98.01%), error:       919.87164, best error:       688.92310 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 327.5397338867s, input_fired_time: 3.6767206192, output_fired_time: 3.2931447029, propagate_forward_time: 124.3469772339, propagate_backward_time: 191.3455200195, weight_update_time: 0.2537271082, other_time: 4.8773498535
epoch time: 25.8255672455s, input_fired_time: 0.4655503333, output_fired_time: 0.0000000000, propagate_forward_time: 24.4768104553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8832073212
validation[          , genome  6725] predictions:    9722/  10000 (97.22%), best:    9801/10000 (98.01%), error:       880.75793, best error:       688.92310 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 325.5357055664s, input_fired_time: 3.6693994999, output_fired_time: 3.2863407135, propagate_forward_time: 123.7585449219, propagate_backward_time: 189.9475860596, weight_update_time: 0.2535931170, other_time: 4.8738250732
epoch time: 26.2802276611s, input_fired_time: 0.4629580975, output_fired_time: 0.0000000000, propagate_forward_time: 24.9481811523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8690891266
validation[          , genome  6725] predictions:    9761/  10000 (97.61%), best:    9801/10000 (98.01%), error:       801.63385, best error:       688.92310 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 329.0566101074s, input_fired_time: 3.6448125839, output_fired_time: 3.2691423893, propagate_forward_time: 125.0202865601, propagate_backward_time: 192.2327880859, weight_update_time: 0.2517915368, other_time: 4.8895874023
epoch time: 26.1494731903s, input_fired_time: 0.4632793665, output_fired_time: 0.0000000000, propagate_forward_time: 24.8109722137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8752212524
validation[          , genome  6725] predictions:    9782/  10000 (97.82%), best:    9801/10000 (98.01%), error:       722.12909, best error:       688.92310 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 326.1811523438s, input_fired_time: 3.6335420609, output_fired_time: 3.2844827175, propagate_forward_time: 123.8687973022, propagate_backward_time: 190.5807189941, weight_update_time: 0.2487661391, other_time: 4.8135986328
epoch time: 26.0501155853s, input_fired_time: 0.4629252553, output_fired_time: 0.0000000000, propagate_forward_time: 24.7149810791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8722095490
validation[          , genome  6725] predictions:    9711/  10000 (97.11%), best:    9801/10000 (98.01%), error:       947.80078, best error:       688.92310 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 326.6708068848s, input_fired_time: 3.6674218178, output_fired_time: 3.2910113335, propagate_forward_time: 124.0310974121, propagate_backward_time: 190.8611907959, weight_update_time: 0.2546989918, other_time: 4.8200836182
epoch time: 25.9172229767s, input_fired_time: 0.4669819176, output_fired_time: 0.0000000000, propagate_forward_time: 24.5810565948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8691844940
validation[          , genome  6725] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       675.28583, best error:       675.28583 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 325.3046264648s, input_fired_time: 3.6794795990, output_fired_time: 3.2708325386, propagate_forward_time: 123.3812637329, propagate_backward_time: 190.1024169922, weight_update_time: 0.2465480268, other_time: 4.8706359863
epoch time: 26.5515213013s, input_fired_time: 0.4725662768, output_fired_time: 0.0000000000, propagate_forward_time: 25.1939716339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8849830627
validation[          , genome  6725] predictions:    9786/  10000 (97.86%), best:    9796/10000 (97.96%), error:       720.71527, best error:       675.28583 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 327.1690673828s, input_fired_time: 3.6780509949, output_fired_time: 3.2820744514, propagate_forward_time: 124.2325057983, propagate_backward_time: 191.1172027588, weight_update_time: 0.2487796098, other_time: 4.8592376709
epoch time: 26.2475337982s, input_fired_time: 0.4596757889, output_fired_time: 0.0000000000, propagate_forward_time: 24.9140014648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8738555908
validation[          , genome  6725] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       626.01721, best error:       626.01721 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 326.4227905273s, input_fired_time: 3.6732068062, output_fired_time: 3.2925908566, propagate_forward_time: 123.9920425415, propagate_backward_time: 190.5415191650, weight_update_time: 0.2529684603, other_time: 4.9234161377
epoch time: 26.2365493774s, input_fired_time: 0.4742900133, output_fired_time: 0.0000000000, propagate_forward_time: 24.8839130402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8783454895
validation[          , genome  6725] predictions:    9758/  10000 (97.58%), best:    9810/10000 (98.10%), error:       756.65277, best error:       626.01721 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 326.2843322754s, input_fired_time: 3.6789653301, output_fired_time: 3.2959742546, propagate_forward_time: 123.6741943359, propagate_backward_time: 190.7830047607, weight_update_time: 0.2480025142, other_time: 4.8522186279
epoch time: 26.0546112061s, input_fired_time: 0.4623139799, output_fired_time: 0.0000000000, propagate_forward_time: 24.7252006531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8670959473
validation[          , genome  6725] predictions:    9749/  10000 (97.49%), best:    9810/10000 (98.10%), error:       780.48505, best error:       626.01721 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 324.6620178223s, input_fired_time: 3.6970863342, output_fired_time: 3.2511026859, propagate_forward_time: 123.2238769531, propagate_backward_time: 189.5367279053, weight_update_time: 0.2522843480, other_time: 4.9532318115
epoch time: 26.8537826538s, input_fired_time: 0.4897146225, output_fired_time: 0.0000000000, propagate_forward_time: 25.4760780334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8879890442
validation[          , genome  6725] predictions:    9802/  10000 (98.02%), best:    9810/10000 (98.10%), error:       660.88245, best error:       626.01721 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 325.2035827637s, input_fired_time: 3.6672136784, output_fired_time: 3.2523069382, propagate_forward_time: 123.4234237671, propagate_backward_time: 190.0134735107, weight_update_time: 0.2464405298, other_time: 4.8471527100
epoch time: 26.4585933685s, input_fired_time: 0.4713039994, output_fired_time: 0.0000000000, propagate_forward_time: 25.0842056274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9030838013
validation[          , genome  6725] predictions:    9792/  10000 (97.92%), best:    9810/10000 (98.10%), error:       702.98273, best error:       626.01721 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 325.3760986328s, input_fired_time: 3.6741802692, output_fired_time: 3.2602539063, propagate_forward_time: 123.4776077271, propagate_backward_time: 190.0426635742, weight_update_time: 0.2547680438, other_time: 4.9213867188
epoch time: 26.0820465088s, input_fired_time: 0.4645727277, output_fired_time: 0.0000000000, propagate_forward_time: 24.7400131226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8774604797
validation[          , genome  6725] predictions:    9779/  10000 (97.79%), best:    9810/10000 (98.10%), error:       665.27386, best error:       626.01721 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 327.8623046875s, input_fired_time: 3.6409502029, output_fired_time: 3.2860651016, propagate_forward_time: 124.3893508911, propagate_backward_time: 191.7045440674, weight_update_time: 0.2460873574, other_time: 4.8413848877
epoch time: 26.1658420563s, input_fired_time: 0.4641502202, output_fired_time: 0.0000000000, propagate_forward_time: 24.8153400421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8863525391
validation[          , genome  6725] predictions:    9802/  10000 (98.02%), best:    9810/10000 (98.10%), error:       648.28552, best error:       626.01721 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 325.5536193848s, input_fired_time: 3.6851594448, output_fired_time: 3.2914655209, propagate_forward_time: 123.6476364136, propagate_backward_time: 190.0461578369, weight_update_time: 0.2506517172, other_time: 4.8831939697
epoch time: 26.0224514008s, input_fired_time: 0.4720767438, output_fired_time: 0.0000000000, propagate_forward_time: 24.6799774170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8703975677
validation[          , genome  6725] predictions:    9785/  10000 (97.85%), best:    9810/10000 (98.10%), error:       751.43555, best error:       626.01721 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 326.5177612305s, input_fired_time: 3.6736211777, output_fired_time: 3.2736752033, propagate_forward_time: 124.1251296997, propagate_backward_time: 190.5397644043, weight_update_time: 0.2499635071, other_time: 4.9055786133
epoch time: 25.8660430908s, input_fired_time: 0.4722295403, output_fired_time: 0.0000000000, propagate_forward_time: 24.5357742310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8580398560
validation[          , genome  6725] predictions:    9738/  10000 (97.38%), best:    9810/10000 (98.10%), error:       815.68018, best error:       626.01721 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 325.7387390137s, input_fired_time: 3.6358561516, output_fired_time: 3.2675995827, propagate_forward_time: 123.5406188965, propagate_backward_time: 190.4742736816, weight_update_time: 0.2450011075, other_time: 4.8203735352
epoch time: 26.8396263123s, input_fired_time: 0.4905817509, output_fired_time: 0.0000000000, propagate_forward_time: 25.4606513977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8883934021
validation[          , genome  6725] predictions:    9790/  10000 (97.90%), best:    9810/10000 (98.10%), error:       700.21637, best error:       626.01721 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 326.3167419434s, input_fired_time: 3.7140660286, output_fired_time: 3.2628757954, propagate_forward_time: 123.8391265869, propagate_backward_time: 190.5755004883, weight_update_time: 0.2541876137, other_time: 4.9251556396
epoch time: 26.0884037018s, input_fired_time: 0.4563375115, output_fired_time: 0.0000000000, propagate_forward_time: 24.7766685486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8553981781
validation[          , genome  6725] predictions:    9791/  10000 (97.91%), best:    9810/10000 (98.10%), error:       673.93970, best error:       626.01721 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 325.2360229492s, input_fired_time: 3.6955895424, output_fired_time: 3.2570607662, propagate_forward_time: 123.3690567017, propagate_backward_time: 189.9869995117, weight_update_time: 0.2541795671, other_time: 4.9273376465
epoch time: 25.8322296143s, input_fired_time: 0.4735379219, output_fired_time: 0.0000000000, propagate_forward_time: 24.4907054901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8679866791
validation[          , genome  6725] predictions:    9806/  10000 (98.06%), best:    9810/10000 (98.10%), error:       647.70795, best error:       626.01721 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 327.3089599609s, input_fired_time: 3.7306919098, output_fired_time: 3.2869086266, propagate_forward_time: 124.2052993774, propagate_backward_time: 191.1569824219, weight_update_time: 0.2564886510, other_time: 4.9291076660
epoch time: 26.4057922363s, input_fired_time: 0.4775853455, output_fired_time: 0.0000000000, propagate_forward_time: 25.0511169434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8770904541
validation[          , genome  6725] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       662.93579, best error:       626.01721 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 326.6676635742s, input_fired_time: 3.6862525940, output_fired_time: 3.2893803120, propagate_forward_time: 123.8123474121, propagate_backward_time: 191.0059661865, weight_update_time: 0.2502313852, other_time: 4.8737335205
epoch time: 25.9347095490s, input_fired_time: 0.4719983935, output_fired_time: 0.0000000000, propagate_forward_time: 24.5937099457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8690013885
validation[          , genome  6725] predictions:    9805/  10000 (98.05%), best:    9810/10000 (98.10%), error:       687.51324, best error:       626.01721 on epoch:    23, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 326.5168762207s, input_fired_time: 3.6689960957, output_fired_time: 3.2682845592, propagate_forward_time: 124.0125427246, propagate_backward_time: 190.7109069824, weight_update_time: 0.2473171502, other_time: 4.8561401367
epoch time: 26.2066173553s, input_fired_time: 0.4579462707, output_fired_time: 0.0000000000, propagate_forward_time: 24.8782463074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8704242706
validation[          , genome  6725] predictions:    9785/  10000 (97.85%), best:    9810/10000 (98.10%), error:       692.09583, best error:       626.01721 on epoch:    23, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 327.6464233398s, input_fired_time: 3.7025399208, output_fired_time: 3.3037216663, propagate_forward_time: 124.5122604370, propagate_backward_time: 191.2263183594, weight_update_time: 0.2534736395, other_time: 4.9015808105
epoch time: 26.1214008331s, input_fired_time: 0.4815937579, output_fired_time: 0.0000000000, propagate_forward_time: 24.7593193054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8804874420
validation[          , genome  6725] predictions:    9781/  10000 (97.81%), best:    9810/10000 (98.10%), error:       696.41138, best error:       626.01721 on epoch:    23, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 327.3020019531s, input_fired_time: 3.7500185966, output_fired_time: 3.2931194305, propagate_forward_time: 124.4097213745, propagate_backward_time: 190.9136199951, weight_update_time: 0.2513372600, other_time: 4.9355010986
epoch time: 26.8116092682s, input_fired_time: 0.4717531502, output_fired_time: 0.0000000000, propagate_forward_time: 25.4023990631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9374561310
validation[          , genome  6725] predictions:    9774/  10000 (97.74%), best:    9810/10000 (98.10%), error:       757.07928, best error:       626.01721 on epoch:    23, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 327.4635925293s, input_fired_time: 3.7201526165, output_fired_time: 3.3091845512, propagate_forward_time: 124.2877273560, propagate_backward_time: 191.2795410156, weight_update_time: 0.2463010699, other_time: 4.8670043945
epoch time: 26.1591300964s, input_fired_time: 0.4694175422, output_fired_time: 0.0000000000, propagate_forward_time: 24.8288364410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8608760834
validation[          , genome  6725] predictions:    9820/  10000 (98.20%), best:    9810/10000 (98.10%), error:       635.28528, best error:       626.01721 on epoch:    23, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 327.1277160645s, input_fired_time: 3.6686751842, output_fired_time: 3.2824711800, propagate_forward_time: 124.1483612061, propagate_backward_time: 191.1498718262, weight_update_time: 0.2515296936, other_time: 4.8783416748
epoch time: 26.1208305359s, input_fired_time: 0.4680286050, output_fired_time: 0.0000000000, propagate_forward_time: 24.7833213806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8694801331
validation[          , genome  6725] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       624.25928, best error:       624.25928 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 323.7987365723s, input_fired_time: 3.6944611073, output_fired_time: 3.2491114140, propagate_forward_time: 122.8708343506, propagate_backward_time: 189.0341186523, weight_update_time: 0.2495903373, other_time: 4.9502105713
epoch time: 26.5335521698s, input_fired_time: 0.4817751050, output_fired_time: 0.0000000000, propagate_forward_time: 25.1579360962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8938407898
validation[          , genome  6725] predictions:    9803/  10000 (98.03%), best:    9818/10000 (98.18%), error:       643.40387, best error:       624.25928 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 327.8935241699s, input_fired_time: 3.7291073799, output_fired_time: 3.2780930996, propagate_forward_time: 124.5533065796, propagate_backward_time: 191.5086669922, weight_update_time: 0.2459030896, other_time: 4.8243408203
epoch time: 26.1657829285s, input_fired_time: 0.4635014236, output_fired_time: 0.0000000000, propagate_forward_time: 24.8342800140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8680019379
validation[          , genome  6725] predictions:    9814/  10000 (98.14%), best:    9814/10000 (98.14%), error:       600.48291, best error:       600.48291 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 328.0444335938s, input_fired_time: 3.6777384281, output_fired_time: 3.2955789566, propagate_forward_time: 124.6820068359, propagate_backward_time: 191.5735931396, weight_update_time: 0.2563954294, other_time: 4.8155059814
epoch time: 26.7701549530s, input_fired_time: 0.5147182345, output_fired_time: 0.0000000000, propagate_forward_time: 25.3617591858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8936767578
validation[          , genome  6725] predictions:    9798/  10000 (97.98%), best:    9814/10000 (98.14%), error:       630.72083, best error:       600.48291 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 326.9754638672s, input_fired_time: 3.7196199894, output_fired_time: 3.2898764610, propagate_forward_time: 123.9703521729, propagate_backward_time: 191.0586395264, weight_update_time: 0.2542061508, other_time: 4.9369506836
epoch time: 26.0761737823s, input_fired_time: 0.4870702028, output_fired_time: 0.0000000000, propagate_forward_time: 24.7134418488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8756618500
validation[          , genome  6725] predictions:    9771/  10000 (97.71%), best:    9814/10000 (98.14%), error:       755.92963, best error:       600.48291 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 327.0034790039s, input_fired_time: 3.6960453987, output_fired_time: 3.2900133133, propagate_forward_time: 124.1018371582, propagate_backward_time: 191.0437469482, weight_update_time: 0.2483562082, other_time: 4.8718414307
epoch time: 26.0965976715s, input_fired_time: 0.4716449380, output_fired_time: 0.0000000000, propagate_forward_time: 24.7619495392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8630027771
validation[          , genome  6725] predictions:    9825/  10000 (98.25%), best:    9825/10000 (98.25%), error:       589.07635, best error:       589.07635 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 325.5280456543s, input_fired_time: 3.6973280907, output_fired_time: 3.2946655750, propagate_forward_time: 123.4473724365, propagate_backward_time: 190.2143096924, weight_update_time: 0.2537473738, other_time: 4.8743591309
epoch time: 26.3196563721s, input_fired_time: 0.4771418571, output_fired_time: 0.0000000000, propagate_forward_time: 24.9660816193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8764324188
validation[          , genome  6725] predictions:    9785/  10000 (97.85%), best:    9825/10000 (98.25%), error:       633.14771, best error:       589.07635 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 328.5062561035s, input_fired_time: 3.6894872189, output_fired_time: 3.2942075729, propagate_forward_time: 124.8526077271, propagate_backward_time: 191.8047790527, weight_update_time: 0.2455041856, other_time: 4.8651733398
epoch time: 26.4003047943s, input_fired_time: 0.4679168463, output_fired_time: 0.0000000000, propagate_forward_time: 25.0675964355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8647918701
validation[          , genome  6725] predictions:    9785/  10000 (97.85%), best:    9825/10000 (98.25%), error:       683.65961, best error:       589.07635 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 325.6894836426s, input_fired_time: 3.7237620354, output_fired_time: 3.2863583565, propagate_forward_time: 123.5305099487, propagate_backward_time: 190.2444763184, weight_update_time: 0.2502279580, other_time: 4.9043884277
epoch time: 26.6213893890s, input_fired_time: 0.4736652970, output_fired_time: 0.0000000000, propagate_forward_time: 25.2548351288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8928890228
validation[          , genome  6725] predictions:    9809/  10000 (98.09%), best:    9825/10000 (98.25%), error:       641.05078, best error:       589.07635 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 327.2404785156s, input_fired_time: 3.7210693359, output_fired_time: 3.3007059097, propagate_forward_time: 124.2695465088, propagate_backward_time: 191.0849304199, weight_update_time: 0.2474436015, other_time: 4.8642120361
epoch time: 26.1773872375s, input_fired_time: 0.4744134545, output_fired_time: 0.0000000000, propagate_forward_time: 24.8240890503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8788852692
validation[          , genome  6725] predictions:    9797/  10000 (97.97%), best:    9825/10000 (98.25%), error:       628.69952, best error:       589.07635 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 325.3038635254s, input_fired_time: 3.6998353004, output_fired_time: 3.2643761635, propagate_forward_time: 123.5477294922, propagate_backward_time: 189.9218292236, weight_update_time: 0.2500018477, other_time: 4.8701019287
epoch time: 26.3787689209s, input_fired_time: 0.4738109708, output_fired_time: 0.0000000000, propagate_forward_time: 25.0230064392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8819522858
validation[          , genome  6725] predictions:    9828/  10000 (98.28%), best:    9828/10000 (98.28%), error:       560.21216, best error:       560.21216 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 325.3693542480s, input_fired_time: 3.7252399921, output_fired_time: 3.2776844501, propagate_forward_time: 123.4143829346, propagate_backward_time: 190.0400848389, weight_update_time: 0.2575325668, other_time: 4.9119567871
epoch time: 26.0349292755s, input_fired_time: 0.4810697138, output_fired_time: 0.0000000000, propagate_forward_time: 24.6801548004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8737049103
validation[          , genome  6725] predictions:    9817/  10000 (98.17%), best:    9828/10000 (98.28%), error:       598.56506, best error:       560.21216 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 327.2356872559s, input_fired_time: 3.7050087452, output_fired_time: 3.2835769653, propagate_forward_time: 124.0929183960, propagate_backward_time: 191.3103942871, weight_update_time: 0.2476123571, other_time: 4.8437805176
epoch time: 26.2175025940s, input_fired_time: 0.4764996171, output_fired_time: 0.0000000000, propagate_forward_time: 24.8719615936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8690414429
validation[          , genome  6725] predictions:    9830/  10000 (98.30%), best:    9828/10000 (98.28%), error:       561.03894, best error:       560.21216 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 326.4577941895s, input_fired_time: 3.7156476974, output_fired_time: 3.2769837379, propagate_forward_time: 123.9117584229, propagate_backward_time: 190.6580352783, weight_update_time: 0.2521023452, other_time: 4.8953857422
epoch time: 26.1850452423s, input_fired_time: 0.4847536087, output_fired_time: 0.0000000000, propagate_forward_time: 24.8344764709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8658142090
validation[          , genome  6725] predictions:    9754/  10000 (97.54%), best:    9828/10000 (98.28%), error:       759.02332, best error:       560.21216 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 329.3643798828s, input_fired_time: 3.7344017029, output_fired_time: 3.3143813610, propagate_forward_time: 124.8390197754, propagate_backward_time: 192.5554656982, weight_update_time: 0.2478943914, other_time: 4.9210968018
epoch time: 25.9070549011s, input_fired_time: 0.4764092565, output_fired_time: 0.0000000000, propagate_forward_time: 24.5516643524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8789806366
validation[          , genome  6725] predictions:    9802/  10000 (98.02%), best:    9828/10000 (98.28%), error:       646.96570, best error:       560.21216 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 325.4570617676s, input_fired_time: 3.7148008347, output_fired_time: 3.2518618107, propagate_forward_time: 123.5384140015, propagate_backward_time: 190.0490112305, weight_update_time: 0.2498498857, other_time: 4.9029541016
epoch time: 26.6640262604s, input_fired_time: 0.4724011421, output_fired_time: 0.0000000000, propagate_forward_time: 25.3064403534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8851852417
validation[          , genome  6725] predictions:    9829/  10000 (98.29%), best:    9828/10000 (98.28%), error:       613.89038, best error:       560.21216 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 326.6067504883s, input_fired_time: 3.7216298580, output_fired_time: 3.2968862057, propagate_forward_time: 123.8628158569, propagate_backward_time: 190.8926239014, weight_update_time: 0.2471494228, other_time: 4.8328094482
epoch time: 26.1476211548s, input_fired_time: 0.4831344187, output_fired_time: 0.0000000000, propagate_forward_time: 24.7834091187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8810768127
validation[          , genome  6725] predictions:    9820/  10000 (98.20%), best:    9828/10000 (98.28%), error:       619.75916, best error:       560.21216 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 326.2440185547s, input_fired_time: 3.7046773434, output_fired_time: 3.3008763790, propagate_forward_time: 123.6101684570, propagate_backward_time: 190.7100677490, weight_update_time: 0.2489965409, other_time: 4.9182281494
epoch time: 26.0584220886s, input_fired_time: 0.4658682644, output_fired_time: 0.0000000000, propagate_forward_time: 24.7319622040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8605918884
validation[          , genome  6725] predictions:    9817/  10000 (98.17%), best:    9828/10000 (98.28%), error:       649.57019, best error:       560.21216 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 328.2937927246s, input_fired_time: 3.7140915394, output_fired_time: 3.2907800674, propagate_forward_time: 124.6986312866, propagate_backward_time: 191.8214721680, weight_update_time: 0.2446547896, other_time: 4.7688293457
epoch time: 26.2495403290s, input_fired_time: 0.4798174202, output_fired_time: 0.0000000000, propagate_forward_time: 24.8845729828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8851490021
validation[          , genome  6725] predictions:    9799/  10000 (97.99%), best:    9828/10000 (98.28%), error:       643.31879, best error:       560.21216 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 326.3756713867s, input_fired_time: 3.7300629616, output_fired_time: 3.2959301472, propagate_forward_time: 123.8533782959, propagate_backward_time: 190.5989837646, weight_update_time: 0.2483317256, other_time: 4.8973083496
epoch time: 26.2539482117s, input_fired_time: 0.4811299443, output_fired_time: 0.0000000000, propagate_forward_time: 24.9080276489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8647899628
validation[          , genome  6725] predictions:    9835/  10000 (98.35%), best:    9835/10000 (98.35%), error:       543.81482, best error:       543.81482 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 327.3887939453s, input_fired_time: 3.7102720737, output_fired_time: 3.2912151814, propagate_forward_time: 124.3860702515, propagate_backward_time: 191.1857452393, weight_update_time: 0.2457677424, other_time: 4.8154754639
epoch time: 26.7528572083s, input_fired_time: 0.4819279015, output_fired_time: 0.0000000000, propagate_forward_time: 25.3708419800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9000873566
validation[          , genome  6725] predictions:    9828/  10000 (98.28%), best:    9835/10000 (98.35%), error:       604.31616, best error:       543.81482 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 328.3609313965s, input_fired_time: 3.7018823624, output_fired_time: 3.2973098755, propagate_forward_time: 124.7772979736, propagate_backward_time: 191.7470092773, weight_update_time: 0.2458725870, other_time: 4.8374481201
epoch time: 26.5744361877s, input_fired_time: 0.4834262729, output_fired_time: 0.0000000000, propagate_forward_time: 25.1819248199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9090843201
validation[          , genome  6725] predictions:    9794/  10000 (97.94%), best:    9835/10000 (98.35%), error:       637.14215, best error:       543.81482 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 328.2380065918s, input_fired_time: 3.7250947952, output_fired_time: 3.2799496651, propagate_forward_time: 124.5882034302, propagate_backward_time: 191.7574157715, weight_update_time: 0.2484415323, other_time: 4.8873596191
epoch time: 26.3501834869s, input_fired_time: 0.4748395383, output_fired_time: 0.0000000000, propagate_forward_time: 25.0106239319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8647193909
validation[          , genome  6725] predictions:    9833/  10000 (98.33%), best:    9835/10000 (98.35%), error:       603.24823, best error:       543.81482 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 326.0933532715s, input_fired_time: 3.7150382996, output_fired_time: 3.2647159100, propagate_forward_time: 123.7389450073, propagate_backward_time: 190.5003814697, weight_update_time: 0.2476745695, other_time: 4.8742828369
epoch time: 26.5533943176s, input_fired_time: 0.4952114522, output_fired_time: 0.0000000000, propagate_forward_time: 25.1710491180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8871345520
validation[          , genome  6725] predictions:    9780/  10000 (97.80%), best:    9835/10000 (98.35%), error:       753.27673, best error:       543.81482 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 325.8702697754s, input_fired_time: 3.7176146507, output_fired_time: 3.2760374546, propagate_forward_time: 123.7285232544, propagate_backward_time: 190.2996826172, weight_update_time: 0.2532491386, other_time: 4.8484191895
epoch time: 26.0874996185s, input_fired_time: 0.4805701077, output_fired_time: 0.0000000000, propagate_forward_time: 24.7291126251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8778171539
validation[          , genome  6725] predictions:    9814/  10000 (98.14%), best:    9835/10000 (98.35%), error:       638.56219, best error:       543.81482 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 326.9242553711s, input_fired_time: 3.7134203911, output_fired_time: 3.3053851128, propagate_forward_time: 123.9756088257, propagate_backward_time: 191.0747833252, weight_update_time: 0.2491599470, other_time: 4.8550567627
epoch time: 27.4240875244s, input_fired_time: 0.5000798702, output_fired_time: 0.0000000000, propagate_forward_time: 25.9888248444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9351825714
validation[          , genome  6725] predictions:    9841/  10000 (98.41%), best:    9835/10000 (98.35%), error:       564.91260, best error:       543.81482 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 327.7673034668s, input_fired_time: 3.7315981388, output_fired_time: 3.3119056225, propagate_forward_time: 124.3812637329, propagate_backward_time: 191.4566345215, weight_update_time: 0.2577107549, other_time: 4.8858947754
epoch time: 26.0535583496s, input_fired_time: 0.4719282985, output_fired_time: 0.0000000000, propagate_forward_time: 24.7150554657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8665752411
validation[          , genome  6725] predictions:    9826/  10000 (98.26%), best:    9835/10000 (98.35%), error:       580.65582, best error:       543.81482 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 325.3061218262s, input_fired_time: 3.7258515358, output_fired_time: 3.2846450806, propagate_forward_time: 123.4397354126, propagate_backward_time: 189.9497833252, weight_update_time: 0.2498168051, other_time: 4.9061126709
epoch time: 26.2056312561s, input_fired_time: 0.4732744396, output_fired_time: 0.0000000000, propagate_forward_time: 24.8422679901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8900890350
validation[          , genome  6725] predictions:    9810/  10000 (98.10%), best:    9835/10000 (98.35%), error:       673.81342, best error:       543.81482 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 327.2216796875s, input_fired_time: 3.7021977901, output_fired_time: 3.3039340973, propagate_forward_time: 124.3034439087, propagate_backward_time: 191.0760803223, weight_update_time: 0.2476646006, other_time: 4.8360290527
epoch time: 26.1729106903s, input_fired_time: 0.4748145044, output_fired_time: 0.0000000000, propagate_forward_time: 24.8456039429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8524913788
validation[          , genome  6725] predictions:    9787/  10000 (97.87%), best:    9835/10000 (98.35%), error:       696.42059, best error:       543.81482 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 325.0028381348s, input_fired_time: 3.7072176933, output_fired_time: 3.2608027458, propagate_forward_time: 123.4368743896, propagate_backward_time: 189.7394409180, weight_update_time: 0.2508380413, other_time: 4.8585052490
epoch time: 26.3109340668s, input_fired_time: 0.4795598388, output_fired_time: 0.0000000000, propagate_forward_time: 24.9804248810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8509502411
validation[          , genome  6725] predictions:    9822/  10000 (98.22%), best:    9835/10000 (98.35%), error:       578.29840, best error:       543.81482 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 327.9606933594s, input_fired_time: 3.7116563320, output_fired_time: 3.2831349373, propagate_forward_time: 124.3156356812, propagate_backward_time: 191.7710723877, weight_update_time: 0.2517862618, other_time: 4.8791656494
epoch time: 26.2279281616s, input_fired_time: 0.4749470651, output_fired_time: 0.0000000000, propagate_forward_time: 24.8921794891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8608016968
validation[          , genome  6725] predictions:    9824/  10000 (98.24%), best:    9835/10000 (98.35%), error:       578.06097, best error:       543.81482 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 326.4345397949s, input_fired_time: 3.7099876404, output_fired_time: 3.3023846149, propagate_forward_time: 124.1047134399, propagate_backward_time: 190.4437561035, weight_update_time: 0.2500624359, other_time: 4.8736877441
epoch time: 25.9200744629s, input_fired_time: 0.4850496948, output_fired_time: 0.0000000000, propagate_forward_time: 24.5602035522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8748207092
validation[          , genome  6725] predictions:    9818/  10000 (98.18%), best:    9835/10000 (98.35%), error:       623.63562, best error:       543.81482 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 327.3011474609s, input_fired_time: 3.7429866791, output_fired_time: 3.2688596249, propagate_forward_time: 123.9801864624, propagate_backward_time: 191.4685516357, weight_update_time: 0.2475439459, other_time: 4.8405609131
epoch time: 26.5187759399s, input_fired_time: 0.4981951714, output_fired_time: 0.0000000000, propagate_forward_time: 25.1236381531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8969421387
validation[          , genome  6725] predictions:    9823/  10000 (98.23%), best:    9835/10000 (98.35%), error:       624.25000, best error:       543.81482 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 326.9353637695s, input_fired_time: 3.7259800434, output_fired_time: 3.3068137169, propagate_forward_time: 124.1460189819, propagate_backward_time: 190.9501647949, weight_update_time: 0.2462078184, other_time: 4.8063659668
epoch time: 26.1917800903s, input_fired_time: 0.4697235823, output_fired_time: 0.0000000000, propagate_forward_time: 24.8471775055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8748798370
validation[          , genome  6725] predictions:    9806/  10000 (98.06%), best:    9835/10000 (98.35%), error:       611.98602, best error:       543.81482 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 328.3424987793s, input_fired_time: 3.7538433075, output_fired_time: 3.3268802166, propagate_forward_time: 124.6666717529, propagate_backward_time: 191.6565246582, weight_update_time: 0.2491832823, other_time: 4.9385833740
epoch time: 26.2191543579s, input_fired_time: 0.4661087096, output_fired_time: 0.0000000000, propagate_forward_time: 24.9068698883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8461761475
validation[          , genome  6725] predictions:    9837/  10000 (98.37%), best:    9835/10000 (98.35%), error:       553.68408, best error:       543.81482 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 327.5512390137s, input_fired_time: 3.7128562927, output_fired_time: 3.2910737991, propagate_forward_time: 124.3545532227, propagate_backward_time: 191.3390655518, weight_update_time: 0.2518045306, other_time: 4.8536834717
epoch time: 26.2303123474s, input_fired_time: 0.4665428102, output_fired_time: 0.0000000000, propagate_forward_time: 24.9042491913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8595199585
validation[          , genome  6725] predictions:    9821/  10000 (98.21%), best:    9835/10000 (98.35%), error:       582.28809, best error:       543.81482 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 331.0198669434s, input_fired_time: 3.7076575756, output_fired_time: 3.3364017010, propagate_forward_time: 125.6500167847, propagate_backward_time: 193.4833526611, weight_update_time: 0.2504909337, other_time: 4.8424224854
epoch time: 25.9777450562s, input_fired_time: 0.4756971300, output_fired_time: 0.0000000000, propagate_forward_time: 24.6375122070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8645362854
validation[          , genome  6725] predictions:    9822/  10000 (98.22%), best:    9835/10000 (98.35%), error:       572.58356, best error:       543.81482 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 327.9977416992s, input_fired_time: 3.7550399303, output_fired_time: 3.3214919567, propagate_forward_time: 124.5546798706, propagate_backward_time: 191.4826812744, weight_update_time: 0.2477001548, other_time: 4.8838348389
epoch time: 26.5688114166s, input_fired_time: 0.4837648869, output_fired_time: 0.0000000000, propagate_forward_time: 25.1883049011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8967418671
validation[          , genome  6725] predictions:    9830/  10000 (98.30%), best:    9835/10000 (98.35%), error:       582.02667, best error:       543.81482 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 327.6244201660s, input_fired_time: 3.6974916458, output_fired_time: 3.2866120338, propagate_forward_time: 124.2986068726, propagate_backward_time: 191.4880981445, weight_update_time: 0.2514182925, other_time: 4.8536071777
epoch time: 26.6342220306s, input_fired_time: 0.4963300526, output_fired_time: 0.0000000000, propagate_forward_time: 25.2646007538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8732910156
validation[          , genome  6725] predictions:    9825/  10000 (98.25%), best:    9835/10000 (98.35%), error:       576.71179, best error:       543.81482 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 328.2840270996s, input_fired_time: 3.7554152012, output_fired_time: 3.3072712421, propagate_forward_time: 124.6278533936, propagate_backward_time: 191.6784973145, weight_update_time: 0.2521893084, other_time: 4.9149932861
epoch time: 26.2081718445s, input_fired_time: 0.4794749022, output_fired_time: 0.0000000000, propagate_forward_time: 24.8622360229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8664608002
validation[          , genome  6725] predictions:    9823/  10000 (98.23%), best:    9835/10000 (98.35%), error:       564.54694, best error:       543.81482 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 328.8175964355s, input_fired_time: 3.7312226295, output_fired_time: 3.3155474663, propagate_forward_time: 124.7404098511, propagate_backward_time: 192.1568908691, weight_update_time: 0.2466310710, other_time: 4.8735046387
epoch time: 26.1698570251s, input_fired_time: 0.4792759717, output_fired_time: 0.0000000000, propagate_forward_time: 24.8158073425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8747730255
validation[          , genome  6725] predictions:    9808/  10000 (98.08%), best:    9835/10000 (98.35%), error:       629.21826, best error:       543.81482 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 326.7310180664s, input_fired_time: 3.7093963623, output_fired_time: 3.2818858624, propagate_forward_time: 124.0463562012, propagate_backward_time: 190.8959197998, weight_update_time: 0.2510578930, other_time: 4.7974395752
epoch time: 26.0588207245s, input_fired_time: 0.4896203578, output_fired_time: 0.0000000000, propagate_forward_time: 24.6891918182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8800086975
validation[          , genome  6725] predictions:    9829/  10000 (98.29%), best:    9829/10000 (98.29%), error:       543.67334, best error:       543.67334 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 327.4846191406s, input_fired_time: 3.7584500313, output_fired_time: 3.2987551689, propagate_forward_time: 124.3493347168, propagate_backward_time: 191.2391052246, weight_update_time: 0.2535615563, other_time: 4.8389587402
epoch time: 26.3772106171s, input_fired_time: 0.4969358146, output_fired_time: 0.0000000000, propagate_forward_time: 24.9932594299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8870162964
validation[          , genome  6725] predictions:    9822/  10000 (98.22%), best:    9829/10000 (98.29%), error:       586.50183, best error:       543.67334 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 326.5707397461s, input_fired_time: 3.7536695004, output_fired_time: 3.3033325672, propagate_forward_time: 124.0801620483, propagate_backward_time: 190.5917816162, weight_update_time: 0.2477903515, other_time: 4.8417816162
epoch time: 26.3970966339s, input_fired_time: 0.4783579111, output_fired_time: 0.0000000000, propagate_forward_time: 25.0463695526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8723697662
validation[          , genome  6725] predictions:    9810/  10000 (98.10%), best:    9829/10000 (98.29%), error:       601.47705, best error:       543.67334 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 331.6211242676s, input_fired_time: 3.7861945629, output_fired_time: 3.3435661793, propagate_forward_time: 126.1343841553, propagate_backward_time: 193.4206390381, weight_update_time: 0.2527806163, other_time: 4.9363403320
epoch time: 26.2028675079s, input_fired_time: 0.4719535708, output_fired_time: 0.0000000000, propagate_forward_time: 24.8647022247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8662109375
validation[          , genome  6725] predictions:    9821/  10000 (98.21%), best:    9829/10000 (98.29%), error:       613.18677, best error:       543.67334 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 327.0784606934s, input_fired_time: 3.7313761711, output_fired_time: 3.3004546165, propagate_forward_time: 124.2872085571, propagate_backward_time: 190.8571014404, weight_update_time: 0.2566642165, other_time: 4.9023284912
epoch time: 25.9198226929s, input_fired_time: 0.4837312698, output_fired_time: 0.0000000000, propagate_forward_time: 24.5650520325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8710403442
validation[          , genome  6725] predictions:    9818/  10000 (98.18%), best:    9829/10000 (98.29%), error:       572.64716, best error:       543.67334 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 328.7612609863s, input_fired_time: 3.7878980637, output_fired_time: 3.3099222183, propagate_forward_time: 124.6842575073, propagate_backward_time: 192.1098175049, weight_update_time: 0.2569759786, other_time: 4.8693389893
epoch time: 26.6935615540s, input_fired_time: 0.4946338832, output_fired_time: 0.0000000000, propagate_forward_time: 25.3158054352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8831214905
validation[          , genome  6725] predictions:    9791/  10000 (97.91%), best:    9829/10000 (98.29%), error:       680.23907, best error:       543.67334 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 324.3340759277s, input_fired_time: 3.7429580688, output_fired_time: 3.2458562851, propagate_forward_time: 123.0646133423, propagate_backward_time: 189.4139099121, weight_update_time: 0.2485028654, other_time: 4.8667602539
epoch time: 26.2349700928s, input_fired_time: 0.4935705066, output_fired_time: 0.0000000000, propagate_forward_time: 24.8591079712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8822917938
validation[          , genome  6725] predictions:    9835/  10000 (98.35%), best:    9829/10000 (98.29%), error:       555.48615, best error:       543.67334 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 328.8037719727s, input_fired_time: 3.7952694893, output_fired_time: 3.3000509739, propagate_forward_time: 124.7982406616, propagate_backward_time: 191.9990539551, weight_update_time: 0.2524987161, other_time: 4.9111633301
epoch time: 26.0930271149s, input_fired_time: 0.4889094532, output_fired_time: 0.0000000000, propagate_forward_time: 24.7283267975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8757915497
validation[          , genome  6725] predictions:    9830/  10000 (98.30%), best:    9829/10000 (98.29%), error:       579.65411, best error:       543.67334 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 327.6873474121s, input_fired_time: 3.7701697350, output_fired_time: 3.2809276581, propagate_forward_time: 124.2671127319, propagate_backward_time: 191.5376129150, weight_update_time: 0.2458961159, other_time: 4.8315277100
epoch time: 26.1411571503s, input_fired_time: 0.4875299335, output_fired_time: 0.0000000000, propagate_forward_time: 24.7788257599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8748016357
validation[          , genome  6725] predictions:    9832/  10000 (98.32%), best:    9829/10000 (98.29%), error:       554.99817, best error:       543.67334 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 326.7160034180s, input_fired_time: 3.7425396442, output_fired_time: 3.2890174389, propagate_forward_time: 124.0323410034, propagate_backward_time: 190.7729339600, weight_update_time: 0.2530314326, other_time: 4.8791351318
epoch time: 26.2067928314s, input_fired_time: 0.4865938723, output_fired_time: 0.0000000000, propagate_forward_time: 24.8619728088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8582267761
validation[          , genome  6725] predictions:    9819/  10000 (98.19%), best:    9829/10000 (98.29%), error:       556.68738, best error:       543.67334 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 328.7687683105s, input_fired_time: 3.7948431969, output_fired_time: 3.3204779625, propagate_forward_time: 124.6703872681, propagate_backward_time: 192.0794677734, weight_update_time: 0.2544337809, other_time: 4.9036254883
epoch time: 26.3647155762s, input_fired_time: 0.4847956896, output_fired_time: 0.0000000000, propagate_forward_time: 25.0155143738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8644046783
validation[          , genome  6725] predictions:    9812/  10000 (98.12%), best:    9829/10000 (98.29%), error:       618.88239, best error:       543.67334 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 326.1581420898s, input_fired_time: 3.7482814789, output_fired_time: 3.2835588455, propagate_forward_time: 123.6907577515, propagate_backward_time: 190.5264282227, weight_update_time: 0.2529547513, other_time: 4.9090881348
epoch time: 26.2333488464s, input_fired_time: 0.4833697677, output_fired_time: 0.0000000000, propagate_forward_time: 24.8720722198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8779067993
validation[          , genome  6725] predictions:    9813/  10000 (98.13%), best:    9829/10000 (98.29%), error:       604.38489, best error:       543.67334 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 325.8000488281s, input_fired_time: 3.7623918056, output_fired_time: 3.2511548996, propagate_forward_time: 123.6074981689, propagate_backward_time: 190.2723083496, weight_update_time: 0.2488524467, other_time: 4.9066925049
epoch time: 26.3509197235s, input_fired_time: 0.4842759073, output_fired_time: 0.0000000000, propagate_forward_time: 24.9876937866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8789501190
validation[          , genome  6725] predictions:    9832/  10000 (98.32%), best:    9829/10000 (98.29%), error:       562.05280, best error:       543.67334 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 327.5812683105s, input_fired_time: 3.7662806511, output_fired_time: 3.2940301895, propagate_forward_time: 124.2561035156, propagate_backward_time: 191.3542633057, weight_update_time: 0.2504067421, other_time: 4.9105987549
epoch time: 26.3368339539s, input_fired_time: 0.4847039878, output_fired_time: 0.0000000000, propagate_forward_time: 24.9797096252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8724212646
validation[          , genome  6725] predictions:    9834/  10000 (98.34%), best:    9829/10000 (98.29%), error:       583.72009, best error:       543.67334 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 325.6832580566s, input_fired_time: 3.7528400421, output_fired_time: 3.2436130047, propagate_forward_time: 123.3107223511, propagate_backward_time: 190.5096435547, weight_update_time: 0.2486268282, other_time: 4.8664245605
epoch time: 26.2633895874s, input_fired_time: 0.4938409030, output_fired_time: 0.0000000000, propagate_forward_time: 24.8854885101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8840599060
validation[          , genome  6725] predictions:    9801/  10000 (98.01%), best:    9829/10000 (98.29%), error:       620.02142, best error:       543.67334 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 330.2576293945s, input_fired_time: 3.7783131599, output_fired_time: 3.3235991001, propagate_forward_time: 125.1270904541, propagate_backward_time: 193.1551513672, weight_update_time: 0.2544046938, other_time: 4.8734588623
epoch time: 26.4309062958s, input_fired_time: 0.4926831126, output_fired_time: 0.0000000000, propagate_forward_time: 25.0715446472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8666782379
validation[          , genome  6725] predictions:    9831/  10000 (98.31%), best:    9829/10000 (98.29%), error:       561.50751, best error:       543.67334 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 327.8952636719s, input_fired_time: 3.7567956448, output_fired_time: 3.2878956795, propagate_forward_time: 124.3100662231, propagate_backward_time: 191.6492156982, weight_update_time: 0.2611704469, other_time: 4.8912811279
epoch time: 26.1347064972s, input_fired_time: 0.4765551090, output_fired_time: 0.0000000000, propagate_forward_time: 24.7909603119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8671913147
validation[          , genome  6725] predictions:    9812/  10000 (98.12%), best:    9829/10000 (98.29%), error:       628.02881, best error:       543.67334 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 325.3175964355s, input_fired_time: 3.7743153572, output_fired_time: 3.2597539425, propagate_forward_time: 123.3827743530, propagate_backward_time: 189.9898529053, weight_update_time: 0.2497595251, other_time: 4.9108734131
epoch time: 26.0945701599s, input_fired_time: 0.4821201265, output_fired_time: 0.0000000000, propagate_forward_time: 24.7510566711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8613929749
validation[          , genome  6725] predictions:    9814/  10000 (98.14%), best:    9829/10000 (98.29%), error:       669.47284, best error:       543.67334 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 327.6221008301s, input_fired_time: 3.7476131916, output_fired_time: 3.2979583740, propagate_forward_time: 124.4142913818, propagate_backward_time: 191.3134155273, weight_update_time: 0.2459740937, other_time: 4.8488311768
epoch time: 26.8534107208s, input_fired_time: 0.4889752567, output_fired_time: 0.0000000000, propagate_forward_time: 25.4456958771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9187393188
validation[          , genome  6725] predictions:    9811/  10000 (98.11%), best:    9829/10000 (98.29%), error:       623.89148, best error:       543.67334 on epoch:    82, 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: 130.4867706299s, input_fired_time: 2.4323701859, output_fired_time: 0.0000000000, propagate_forward_time: 123.5370559692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5173416138
best training[          , genome  6725] predictions:   49928/  50000 (99.86%), best:    9829/10000 (98.29%), error:       594.76563, best error:       543.67334 on epoch:    82, 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: 26.3602867126s, input_fired_time: 0.4821923971, output_fired_time: 0.0000000000, propagate_forward_time: 24.9940414429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8840522766
   testing[          , genome  6725] predictions:    9840/  10000 (98.40%), best:    9829/10000 (98.29%), error:       531.42365, best error:       543.67334 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:40:19 (3808): called boinc_finish(0)

</stderr_txt>
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