Nameexact_genome_1512568488_44_7139_0
Workunit2606987
Created8 Dec 2017, 0:03:04 UTC
Sent8 Dec 2017, 0:12:01 UTC
Report deadline14 Dec 2017, 8:28:24 UTC
Received8 Dec 2017, 9:34:16 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 47 min 6 sec
CPU time1 hours 47 min 6 sec
Validate stateValid
Credit1,586.18
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.13 MB
Peak swap size152.63 MB
Peak disk usage1.09 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
2, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 57.8443870544s, input_fired_time: 0.9341434836, output_fired_time: 0.5926230550, propagate_forward_time: 21.7469444275, propagate_backward_time: 32.7472229004, weight_update_time: 0.0702003166, other_time: 1.8234519958
epoch time: 4.7523894310s, input_fired_time: 0.0977957845, output_fired_time: 0.0000000000, propagate_forward_time: 4.3434376717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3111557961
validation[          , genome  7139] predictions:    9699/  10000 (96.99%), best:    9701/10000 (97.01%), error:      1073.58191, best error:      1058.97839 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 58.0496253967s, input_fired_time: 0.9366154671, output_fired_time: 0.5960975289, propagate_forward_time: 21.8116416931, propagate_backward_time: 32.8799591064, weight_update_time: 0.0697734132, other_time: 1.8253135681
epoch time: 4.7498631477s, input_fired_time: 0.0981210098, output_fired_time: 0.0000000000, propagate_forward_time: 4.3416686058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100733757
validation[          , genome  7139] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:      1020.29346, best error:      1020.29346 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 57.8852310181s, input_fired_time: 0.9336138368, output_fired_time: 0.5932762027, propagate_forward_time: 21.7863559723, propagate_backward_time: 32.7622222900, weight_update_time: 0.0697789937, other_time: 1.8097610474
epoch time: 4.7476243973s, input_fired_time: 0.0977388844, output_fired_time: 0.0000000000, propagate_forward_time: 4.3410658836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088197708
validation[          , genome  7139] predictions:    9654/  10000 (96.54%), best:    9703/10000 (97.03%), error:      1180.62134, best error:      1020.29346 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 58.2540817261s, input_fired_time: 0.9362741709, output_fired_time: 0.5966082215, propagate_forward_time: 21.9114131927, propagate_backward_time: 32.9765663147, weight_update_time: 0.0702166557, other_time: 1.8332176208
epoch time: 4.7545237541s, input_fired_time: 0.0991364866, output_fired_time: 0.0000000000, propagate_forward_time: 4.3416881561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3136992455
validation[          , genome  7139] predictions:    9550/  10000 (95.50%), best:    9703/10000 (97.03%), error:      1516.60742, best error:      1020.29346 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 58.1298789978s, input_fired_time: 0.9379008412, output_fired_time: 0.5946503878, propagate_forward_time: 21.8921566010, propagate_backward_time: 32.8735885620, weight_update_time: 0.0700393245, other_time: 1.8315811157
epoch time: 4.7619190216s, input_fired_time: 0.0956855714, output_fired_time: 0.0000000000, propagate_forward_time: 4.3538641930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123693466
validation[          , genome  7139] predictions:    9619/  10000 (96.19%), best:    9703/10000 (97.03%), error:      1321.90259, best error:      1020.29346 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 57.8722915649s, input_fired_time: 0.9331104755, output_fired_time: 0.5920979381, propagate_forward_time: 21.7681102753, propagate_backward_time: 32.7547798157, weight_update_time: 0.0696748197, other_time: 1.8241920471
epoch time: 4.7579145432s, input_fired_time: 0.0986871868, output_fired_time: 0.0000000000, propagate_forward_time: 4.3446707726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3145565987
validation[          , genome  7139] predictions:    9694/  10000 (96.94%), best:    9703/10000 (97.03%), error:      1076.15723, best error:      1020.29346 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 57.8000640869s, input_fired_time: 0.9298099279, output_fired_time: 0.5917497277, propagate_forward_time: 21.7392444611, propagate_backward_time: 32.7249794006, weight_update_time: 0.0702606365, other_time: 1.8142814636
epoch time: 4.7607316971s, input_fired_time: 0.0960087553, output_fired_time: 0.0000000000, propagate_forward_time: 4.3492803574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3154425621
validation[          , genome  7139] predictions:    9577/  10000 (95.77%), best:    9703/10000 (97.03%), error:      1300.63843, best error:      1020.29346 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 57.9935913086s, input_fired_time: 0.9346939325, output_fired_time: 0.5951217413, propagate_forward_time: 21.8084506989, propagate_backward_time: 32.8289604187, weight_update_time: 0.0706579164, other_time: 1.8263664246
epoch time: 4.7506341934s, input_fired_time: 0.0963014066, output_fired_time: 0.0000000000, propagate_forward_time: 4.3434929848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108396530
validation[          , genome  7139] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:       993.61157, best error:       993.61157 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 57.6661224365s, input_fired_time: 0.9260032177, output_fired_time: 0.5883847475, propagate_forward_time: 21.7114181519, propagate_backward_time: 32.6748313904, weight_update_time: 0.0691897944, other_time: 1.7654838562
epoch time: 4.7693009377s, input_fired_time: 0.0976791605, output_fired_time: 0.0000000000, propagate_forward_time: 4.3617329597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3098888397
validation[          , genome  7139] predictions:    9673/  10000 (96.73%), best:    9690/10000 (96.90%), error:      1052.11218, best error:       993.61157 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 58.7082481384s, input_fired_time: 0.9323928356, output_fired_time: 0.5978551507, propagate_forward_time: 22.1621227264, propagate_backward_time: 33.2155418396, weight_update_time: 0.0701614022, other_time: 1.8003349304
epoch time: 4.7450718880s, input_fired_time: 0.0978791863, output_fired_time: 0.0000000000, propagate_forward_time: 4.3431558609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3040366173
validation[          , genome  7139] predictions:    9676/  10000 (96.76%), best:    9690/10000 (96.90%), error:      1048.33020, best error:       993.61157 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 57.8415679932s, input_fired_time: 0.9282253981, output_fired_time: 0.5969871283, propagate_forward_time: 21.7453804016, propagate_backward_time: 32.8002204895, weight_update_time: 0.0694607794, other_time: 1.7707519531
epoch time: 4.7468214035s, input_fired_time: 0.0951556489, output_fired_time: 0.0000000000, propagate_forward_time: 4.3464565277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3052091599
validation[          , genome  7139] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       888.95361, best error:       888.95361 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 58.5892105103s, input_fired_time: 0.9334829450, output_fired_time: 0.5959334373, propagate_forward_time: 22.0433006287, propagate_backward_time: 33.2406921387, weight_update_time: 0.0704528019, other_time: 1.7758026123
epoch time: 4.7383198738s, input_fired_time: 0.0967339054, output_fired_time: 0.0000000000, propagate_forward_time: 4.3384170532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3031687737
validation[          , genome  7139] predictions:    9691/  10000 (96.91%), best:    9729/10000 (97.29%), error:      1082.54919, best error:       888.95361 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 58.0863494873s, input_fired_time: 0.9317109585, output_fired_time: 0.5937778354, propagate_forward_time: 21.8783893585, propagate_backward_time: 32.9017791748, weight_update_time: 0.0700299144, other_time: 1.7806930542
epoch time: 4.7454681396s, input_fired_time: 0.0983698815, output_fired_time: 0.0000000000, propagate_forward_time: 4.3396420479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3074560165
validation[          , genome  7139] predictions:    9684/  10000 (96.84%), best:    9729/10000 (97.29%), error:      1049.88672, best error:       888.95361 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 59.5942039490s, input_fired_time: 0.9498111606, output_fired_time: 0.6073522568, propagate_forward_time: 22.4952526093, propagate_backward_time: 33.7121162415, weight_update_time: 0.0704972669, other_time: 1.8296699524
epoch time: 5.0246839523s, input_fired_time: 0.1032976285, output_fired_time: 0.0000000000, propagate_forward_time: 4.5974874496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3238987923
validation[          , genome  7139] predictions:    9614/  10000 (96.14%), best:    9729/10000 (97.29%), error:      1284.53223, best error:       888.95361 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 61.7449111938s, input_fired_time: 0.9628357291, output_fired_time: 0.6237563491, propagate_forward_time: 23.3709201813, propagate_backward_time: 34.8846435547, weight_update_time: 0.0730403066, other_time: 1.9027557373
epoch time: 4.7574477196s, input_fired_time: 0.1014112160, output_fired_time: 0.0000000000, propagate_forward_time: 4.3433032036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3127331734
validation[          , genome  7139] predictions:    9689/  10000 (96.89%), best:    9729/10000 (97.29%), error:      1048.48010, best error:       888.95361 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 58.8141326904s, input_fired_time: 0.9438756108, output_fired_time: 0.6016982794, propagate_forward_time: 22.1639709473, propagate_backward_time: 33.2622108459, weight_update_time: 0.0707364306, other_time: 1.8423767090
epoch time: 5.1429595947s, input_fired_time: 0.1007791311, output_fired_time: 0.0000000000, propagate_forward_time: 4.7135167122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3286638260
validation[          , genome  7139] predictions:    9725/  10000 (97.25%), best:    9729/10000 (97.29%), error:       917.70245, best error:       888.95361 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 59.0023727417s, input_fired_time: 0.9540848732, output_fired_time: 0.6057486534, propagate_forward_time: 22.2026252747, propagate_backward_time: 33.3896675110, weight_update_time: 0.0709000602, other_time: 1.8502464294
epoch time: 4.8497972488s, input_fired_time: 0.1001623273, output_fired_time: 0.0000000000, propagate_forward_time: 4.4316163063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180184364
validation[          , genome  7139] predictions:    9720/  10000 (97.20%), best:    9729/10000 (97.29%), error:       927.13275, best error:       888.95361 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 58.9028472900s, input_fired_time: 0.9489565492, output_fired_time: 0.6035507321, propagate_forward_time: 22.1751232147, propagate_backward_time: 33.3332290649, weight_update_time: 0.0710047707, other_time: 1.8419876099
epoch time: 4.8313703537s, input_fired_time: 0.1001009643, output_fired_time: 0.0000000000, propagate_forward_time: 4.4170393944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142299652
validation[          , genome  7139] predictions:    9723/  10000 (97.23%), best:    9729/10000 (97.29%), error:       951.16528, best error:       888.95361 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 59.1274871826s, input_fired_time: 0.9498459697, output_fired_time: 0.6056267023, propagate_forward_time: 22.2593803406, propagate_backward_time: 33.4584960938, weight_update_time: 0.0712539405, other_time: 1.8541412354
epoch time: 5.2715854645s, input_fired_time: 0.1030489877, output_fired_time: 0.0000000000, propagate_forward_time: 4.8360395432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324971199
validation[          , genome  7139] predictions:    9718/  10000 (97.18%), best:    9729/10000 (97.29%), error:       930.08740, best error:       888.95361 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 58.8445396423s, input_fired_time: 0.9501674771, output_fired_time: 0.6043713689, propagate_forward_time: 22.1617889404, propagate_backward_time: 33.2735671997, weight_update_time: 0.0712952018, other_time: 1.8546447754
epoch time: 4.7684941292s, input_fired_time: 0.0998796374, output_fired_time: 0.0000000000, propagate_forward_time: 4.3493838310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192305565
validation[          , genome  7139] predictions:    9735/  10000 (97.35%), best:    9729/10000 (97.29%), error:       906.33716, best error:       888.95361 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 59.5492591858s, input_fired_time: 0.9586955905, output_fired_time: 0.6119006872, propagate_forward_time: 22.4043426514, propagate_backward_time: 33.6758460999, weight_update_time: 0.0723441988, other_time: 1.8984756470
epoch time: 5.0025281906s, input_fired_time: 0.1026520729, output_fired_time: 0.0000000000, propagate_forward_time: 4.5754480362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3244280815
validation[          , genome  7139] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       867.75012, best error:       867.75012 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 59.8408432007s, input_fired_time: 0.9621766210, output_fired_time: 0.6111966372, propagate_forward_time: 22.5425415039, propagate_backward_time: 33.8548088074, weight_update_time: 0.0724613145, other_time: 1.8701171875
epoch time: 4.8123888969s, input_fired_time: 0.1020127088, output_fired_time: 0.0000000000, propagate_forward_time: 4.3852119446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3251643181
validation[          , genome  7139] predictions:    9714/  10000 (97.14%), best:    9747/10000 (97.47%), error:       974.57855, best error:       867.75012 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 60.4314422607s, input_fired_time: 0.9598338008, output_fired_time: 0.6142164469, propagate_forward_time: 22.7987480164, propagate_backward_time: 34.1950187683, weight_update_time: 0.0732954815, other_time: 1.8636245728
epoch time: 5.1392660141s, input_fired_time: 0.1043693870, output_fired_time: 0.0000000000, propagate_forward_time: 4.7104887962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3244080544
validation[          , genome  7139] predictions:    9688/  10000 (96.88%), best:    9747/10000 (97.47%), error:      1047.17456, best error:       867.75012 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 58.6729583740s, input_fired_time: 0.9418469071, output_fired_time: 0.5997311473, propagate_forward_time: 22.1013813019, propagate_backward_time: 33.2254142761, weight_update_time: 0.0693620145, other_time: 1.8045845032
epoch time: 4.7445363998s, input_fired_time: 0.0985264331, output_fired_time: 0.0000000000, propagate_forward_time: 4.3391103745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3068995476
validation[          , genome  7139] predictions:    9662/  10000 (96.62%), best:    9747/10000 (97.47%), error:      1095.93335, best error:       867.75012 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 59.4256057739s, input_fired_time: 0.9486666322, output_fired_time: 0.6065339446, propagate_forward_time: 22.3923854828, propagate_backward_time: 33.6354179382, weight_update_time: 0.0715221316, other_time: 1.8426017761
epoch time: 4.7509651184s, input_fired_time: 0.0985938087, output_fired_time: 0.0000000000, propagate_forward_time: 4.3435912132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3087801933
validation[          , genome  7139] predictions:    9697/  10000 (96.97%), best:    9747/10000 (97.47%), error:       983.73242, best error:       867.75012 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 59.5416259766s, input_fired_time: 0.9515610933, output_fired_time: 0.6065757275, propagate_forward_time: 22.4661045074, propagate_backward_time: 33.6658248901, weight_update_time: 0.0712294951, other_time: 1.8515625000
epoch time: 4.8819475174s, input_fired_time: 0.1009942517, output_fired_time: 0.0000000000, propagate_forward_time: 4.4651618004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3157916069
validation[          , genome  7139] predictions:    9684/  10000 (96.84%), best:    9747/10000 (97.47%), error:      1084.05994, best error:       867.75012 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 58.5491828918s, input_fired_time: 0.9491148591, output_fired_time: 0.5978555083, propagate_forward_time: 22.0503978729, propagate_backward_time: 33.1329116821, weight_update_time: 0.0704887956, other_time: 1.8189010620
epoch time: 4.7578330040s, input_fired_time: 0.0990718380, output_fired_time: 0.0000000000, propagate_forward_time: 4.3499341011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088269234
validation[          , genome  7139] predictions:    9704/  10000 (97.04%), best:    9747/10000 (97.47%), error:       980.96539, best error:       867.75012 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 58.7222633362s, input_fired_time: 0.9476415515, output_fired_time: 0.5988211632, propagate_forward_time: 22.0889663696, propagate_backward_time: 33.2550544739, weight_update_time: 0.0709014088, other_time: 1.8317794800
epoch time: 4.9175930023s, input_fired_time: 0.1018599048, output_fired_time: 0.0000000000, propagate_forward_time: 4.4973592758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3183736801
validation[          , genome  7139] predictions:    9744/  10000 (97.44%), best:    9747/10000 (97.47%), error:       887.63702, best error:       867.75012 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 60.0119476318s, input_fired_time: 0.9615996480, output_fired_time: 0.6102607250, propagate_forward_time: 22.6191673279, propagate_backward_time: 33.9710311890, weight_update_time: 0.0720759779, other_time: 1.8498878479
epoch time: 5.1025223732s, input_fired_time: 0.1055930629, output_fired_time: 0.0000000000, propagate_forward_time: 4.6681165695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3288125992
validation[          , genome  7139] predictions:    9672/  10000 (96.72%), best:    9747/10000 (97.47%), error:      1079.39319, best error:       867.75012 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 58.8515777588s, input_fired_time: 0.9521157742, output_fired_time: 0.6007472873, propagate_forward_time: 22.1367855072, propagate_backward_time: 33.3215141296, weight_update_time: 0.0708417743, other_time: 1.8404197693
epoch time: 5.0274028778s, input_fired_time: 0.1039318666, output_fired_time: 0.0000000000, propagate_forward_time: 4.6007370949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3227338791
validation[          , genome  7139] predictions:    9730/  10000 (97.30%), best:    9747/10000 (97.47%), error:       893.08514, best error:       867.75012 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 58.7107048035s, input_fired_time: 0.9545194507, output_fired_time: 0.6002499461, propagate_forward_time: 22.0877552032, propagate_backward_time: 33.2264747620, weight_update_time: 0.0712879226, other_time: 1.8417015076
epoch time: 4.9623975754s, input_fired_time: 0.1018189490, output_fired_time: 0.0000000000, propagate_forward_time: 4.5370197296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3235588074
validation[          , genome  7139] predictions:    9696/  10000 (96.96%), best:    9747/10000 (97.47%), error:      1020.73987, best error:       867.75012 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 60.0312805176s, input_fired_time: 0.9674234986, output_fired_time: 0.6125187874, propagate_forward_time: 22.6184635162, propagate_backward_time: 33.9416885376, weight_update_time: 0.0726383999, other_time: 1.8911895752
epoch time: 4.7514286041s, input_fired_time: 0.0996721163, output_fired_time: 0.0000000000, propagate_forward_time: 4.3418035507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3099527359
validation[          , genome  7139] predictions:    9716/  10000 (97.16%), best:    9747/10000 (97.47%), error:       938.09509, best error:       867.75012 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 59.5970840454s, input_fired_time: 0.9612103105, output_fired_time: 0.6084100604, propagate_forward_time: 22.4560184479, propagate_backward_time: 33.7268028259, weight_update_time: 0.0714239478, other_time: 1.8446388245
epoch time: 4.8967690468s, input_fired_time: 0.1011428833, output_fired_time: 0.0000000000, propagate_forward_time: 4.4796700478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3159561157
validation[          , genome  7139] predictions:    9727/  10000 (97.27%), best:    9747/10000 (97.47%), error:       914.79272, best error:       867.75012 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 59.3217735291s, input_fired_time: 0.9581431746, output_fired_time: 0.6047298908, propagate_forward_time: 22.3481388092, propagate_backward_time: 33.6139755249, weight_update_time: 0.0711210147, other_time: 1.7967910767
epoch time: 4.7437496185s, input_fired_time: 0.0988174751, output_fired_time: 0.0000000000, propagate_forward_time: 4.3386182785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3063139915
validation[          , genome  7139] predictions:    9728/  10000 (97.28%), best:    9747/10000 (97.47%), error:       894.52063, best error:       867.75012 on epoch:    34, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 59.6729278564s, input_fired_time: 0.9581317902, output_fired_time: 0.6052595973, propagate_forward_time: 22.5042934418, propagate_backward_time: 33.8134422302, weight_update_time: 0.0698056668, other_time: 1.7918052673
epoch time: 5.1443881989s, input_fired_time: 0.1051617712, output_fired_time: 0.0000000000, propagate_forward_time: 4.7154469490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3237795830
validation[          , genome  7139] predictions:    9696/  10000 (96.96%), best:    9747/10000 (97.47%), error:       988.82544, best error:       867.75012 on epoch:    34, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 59.0608177185s, input_fired_time: 0.9559891820, output_fired_time: 0.5993099809, propagate_forward_time: 22.2435188293, propagate_backward_time: 33.4443550110, weight_update_time: 0.0713750198, other_time: 1.8176422119
epoch time: 4.7682466507s, input_fired_time: 0.1041730270, output_fired_time: 0.0000000000, propagate_forward_time: 4.3466877937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3173856735
validation[          , genome  7139] predictions:    9734/  10000 (97.34%), best:    9747/10000 (97.47%), error:       879.94733, best error:       867.75012 on epoch:    34, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 59.1473503113s, input_fired_time: 0.9559077024, output_fired_time: 0.6018056870, propagate_forward_time: 22.3177452087, propagate_backward_time: 33.4412460327, weight_update_time: 0.0721246600, other_time: 1.8306465149
epoch time: 5.1481108665s, input_fired_time: 0.1043155417, output_fired_time: 0.0000000000, propagate_forward_time: 4.7160067558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277883530
validation[          , genome  7139] predictions:    9685/  10000 (96.85%), best:    9747/10000 (97.47%), error:      1013.85052, best error:       867.75012 on epoch:    34, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 59.3109855652s, input_fired_time: 0.9512796402, output_fired_time: 0.6090722084, propagate_forward_time: 22.3690242767, propagate_backward_time: 33.5818290710, weight_update_time: 0.0720273778, other_time: 1.7997779846
epoch time: 4.7437152863s, input_fired_time: 0.0974784121, output_fired_time: 0.0000000000, propagate_forward_time: 4.3401546478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3060822487
validation[          , genome  7139] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       861.75116, best error:       861.75116 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 58.8102340698s, input_fired_time: 0.9451363087, output_fired_time: 0.5998222232, propagate_forward_time: 22.1466751099, propagate_backward_time: 33.3278198242, weight_update_time: 0.0716952384, other_time: 1.7907791138
epoch time: 4.7463364601s, input_fired_time: 0.0982968584, output_fired_time: 0.0000000000, propagate_forward_time: 4.3394055367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3086342812
validation[          , genome  7139] predictions:    9744/  10000 (97.44%), best:    9734/10000 (97.34%), error:       871.29413, best error:       861.75116 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 60.1369323730s, input_fired_time: 0.9615988135, output_fired_time: 0.6111635566, propagate_forward_time: 22.6794166565, propagate_backward_time: 34.0607643127, weight_update_time: 0.0731665194, other_time: 1.8239898682
epoch time: 5.1788754463s, input_fired_time: 0.1047940552, output_fired_time: 0.0000000000, propagate_forward_time: 4.7425532341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3315281868
validation[          , genome  7139] predictions:    9750/  10000 (97.50%), best:    9734/10000 (97.34%), error:       865.56775, best error:       861.75116 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 60.3451995850s, input_fired_time: 0.9633545280, output_fired_time: 0.6163994670, propagate_forward_time: 22.7594757080, propagate_backward_time: 34.1676521301, weight_update_time: 0.0736653209, other_time: 1.8383178711
epoch time: 4.9977030754s, input_fired_time: 0.1030805483, output_fired_time: 0.0000000000, propagate_forward_time: 4.5699095726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3247127533
validation[          , genome  7139] predictions:    9662/  10000 (96.62%), best:    9734/10000 (97.34%), error:      1085.12085, best error:       861.75116 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 59.8463020325s, input_fired_time: 0.9576279521, output_fired_time: 0.6095293760, propagate_forward_time: 22.5698966980, propagate_backward_time: 33.8846664429, weight_update_time: 0.0725323185, other_time: 1.8245849609
epoch time: 5.0023813248s, input_fired_time: 0.1029764190, output_fired_time: 0.0000000000, propagate_forward_time: 4.5786275864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207774162
validation[          , genome  7139] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       857.28125, best error:       857.28125 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 58.1695976257s, input_fired_time: 0.9385474324, output_fired_time: 0.5948639512, propagate_forward_time: 21.8852558136, propagate_backward_time: 32.9918632507, weight_update_time: 0.0705604106, other_time: 1.7590675354
epoch time: 4.7990899086s, input_fired_time: 0.1024864241, output_fired_time: 0.0000000000, propagate_forward_time: 4.3827872276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3138160706
validation[          , genome  7139] predictions:    9693/  10000 (96.93%), best:    9754/10000 (97.54%), error:       999.77802, best error:       857.28125 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 57.8231773376s, input_fired_time: 0.9381912351, output_fired_time: 0.5913965702, propagate_forward_time: 21.7412376404, propagate_backward_time: 32.7801055908, weight_update_time: 0.0709003955, other_time: 1.7722473145
epoch time: 4.8187770844s, input_fired_time: 0.0995107815, output_fired_time: 0.0000000000, propagate_forward_time: 4.3960871696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3231792450
validation[          , genome  7139] predictions:    9736/  10000 (97.36%), best:    9754/10000 (97.54%), error:       912.11456, best error:       857.28125 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 57.7785415649s, input_fired_time: 0.9405915737, output_fired_time: 0.5904106498, propagate_forward_time: 21.7410182953, propagate_backward_time: 32.7369041443, weight_update_time: 0.0708350614, other_time: 1.7696189880
epoch time: 4.7457933426s, input_fired_time: 0.0983578190, output_fired_time: 0.0000000000, propagate_forward_time: 4.3396754265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077602386
validation[          , genome  7139] predictions:    9735/  10000 (97.35%), best:    9754/10000 (97.54%), error:       905.35571, best error:       857.28125 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 59.0948905945s, input_fired_time: 0.9530359507, output_fired_time: 0.6029224992, propagate_forward_time: 22.2699184418, propagate_backward_time: 33.4465942383, weight_update_time: 0.0718206540, other_time: 1.8224182129
epoch time: 5.0047698021s, input_fired_time: 0.1019661725, output_fired_time: 0.0000000000, propagate_forward_time: 4.5793194771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3234839439
validation[          , genome  7139] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       856.76172, best error:       856.76172 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 58.2652702332s, input_fired_time: 0.9470176697, output_fired_time: 0.5972177982, propagate_forward_time: 21.9180965424, propagate_backward_time: 32.9597167969, weight_update_time: 0.0711973906, other_time: 1.8432235718
epoch time: 4.9179887772s, input_fired_time: 0.1024021655, output_fired_time: 0.0000000000, propagate_forward_time: 4.4970731735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3185133934
validation[          , genome  7139] predictions:    9688/  10000 (96.88%), best:    9742/10000 (97.42%), error:      1022.04395, best error:       856.76172 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 57.9845428467s, input_fired_time: 0.9470553994, output_fired_time: 0.5935621262, propagate_forward_time: 21.8109970093, propagate_backward_time: 32.8494033813, weight_update_time: 0.0708447769, other_time: 1.7835235596
epoch time: 4.7501764297s, input_fired_time: 0.0989058241, output_fired_time: 0.0000000000, propagate_forward_time: 4.3417196274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3095507622
validation[          , genome  7139] predictions:    9717/  10000 (97.17%), best:    9742/10000 (97.42%), error:       943.07892, best error:       856.76172 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 58.3984870911s, input_fired_time: 0.9482463598, output_fired_time: 0.5979251862, propagate_forward_time: 21.9858951569, propagate_backward_time: 33.0691909790, weight_update_time: 0.0707901046, other_time: 1.7972335815
epoch time: 4.7635040283s, input_fired_time: 0.0995384082, output_fired_time: 0.0000000000, propagate_forward_time: 4.3514585495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3125071526
validation[          , genome  7139] predictions:    9738/  10000 (97.38%), best:    9742/10000 (97.42%), error:       912.34717, best error:       856.76172 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 57.9510192871s, input_fired_time: 0.9499984980, output_fired_time: 0.5959174037, propagate_forward_time: 21.7801704407, propagate_backward_time: 32.8341941833, weight_update_time: 0.0702881664, other_time: 1.7907409668
epoch time: 4.7613449097s, input_fired_time: 0.0986062288, output_fired_time: 0.0000000000, propagate_forward_time: 4.3522682190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104705811
validation[          , genome  7139] predictions:    9722/  10000 (97.22%), best:    9742/10000 (97.42%), error:       956.41852, best error:       856.76172 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 57.7940101624s, input_fired_time: 0.9443789124, output_fired_time: 0.5925137401, propagate_forward_time: 21.7182865143, propagate_backward_time: 32.7534065247, weight_update_time: 0.0706204847, other_time: 1.7854270935
epoch time: 4.7489552498s, input_fired_time: 0.0986125320, output_fired_time: 0.0000000000, propagate_forward_time: 4.3405966759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3097462654
validation[          , genome  7139] predictions:    9696/  10000 (96.96%), best:    9742/10000 (97.42%), error:       975.68457, best error:       856.76172 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 58.0697212219s, input_fired_time: 0.9456975460, output_fired_time: 0.5959596038, propagate_forward_time: 21.8424396515, propagate_backward_time: 32.8960418701, weight_update_time: 0.0707395896, other_time: 1.7895812988
epoch time: 4.8135380745s, input_fired_time: 0.1041020006, output_fired_time: 0.0000000000, propagate_forward_time: 4.3853626251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3240733147
validation[          , genome  7139] predictions:    9688/  10000 (96.88%), best:    9742/10000 (97.42%), error:      1042.61816, best error:       856.76172 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 57.7516899109s, input_fired_time: 0.9424567819, output_fired_time: 0.5916981697, propagate_forward_time: 21.7144260406, propagate_backward_time: 32.7185859680, weight_update_time: 0.0704157874, other_time: 1.7845268250
epoch time: 4.7723145485s, input_fired_time: 0.1022904813, output_fired_time: 0.0000000000, propagate_forward_time: 4.3537850380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3162388802
validation[          , genome  7139] predictions:    9732/  10000 (97.32%), best:    9742/10000 (97.42%), error:       874.77161, best error:       856.76172 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 57.9426956177s, input_fired_time: 0.9490275383, output_fired_time: 0.5971859097, propagate_forward_time: 21.7844791412, propagate_backward_time: 32.7957496643, weight_update_time: 0.0707693249, other_time: 1.8162498474
epoch time: 4.7522535324s, input_fired_time: 0.1002648026, output_fired_time: 0.0000000000, propagate_forward_time: 4.3415899277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3103985786
validation[          , genome  7139] predictions:    9715/  10000 (97.15%), best:    9742/10000 (97.42%), error:       915.07709, best error:       856.76172 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 57.8985557556s, input_fired_time: 0.9464229345, output_fired_time: 0.5934166908, propagate_forward_time: 21.7652435303, propagate_backward_time: 32.7788467407, weight_update_time: 0.0706467479, other_time: 1.8146247864
epoch time: 4.7487297058s, input_fired_time: 0.0990793854, output_fired_time: 0.0000000000, propagate_forward_time: 4.3407058716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3089442253
validation[          , genome  7139] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       782.98395, best error:       782.98395 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 58.0070991516s, input_fired_time: 0.9493982196, output_fired_time: 0.5941438675, propagate_forward_time: 21.8275814056, propagate_backward_time: 32.8302001953, weight_update_time: 0.0708255544, other_time: 1.8057785034
epoch time: 4.7524113655s, input_fired_time: 0.1002078205, output_fired_time: 0.0000000000, propagate_forward_time: 4.3413739204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108296394
validation[          , genome  7139] predictions:    9742/  10000 (97.42%), best:    9777/10000 (97.77%), error:       873.70270, best error:       782.98395 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 57.8648223877s, input_fired_time: 0.9482411742, output_fired_time: 0.5949693322, propagate_forward_time: 21.7250270844, propagate_backward_time: 32.7706298828, weight_update_time: 0.0709453896, other_time: 1.8259506226
epoch time: 4.7515559196s, input_fired_time: 0.0998307019, output_fired_time: 0.0000000000, propagate_forward_time: 4.3405771255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3111481667
validation[          , genome  7139] predictions:    9745/  10000 (97.45%), best:    9777/10000 (97.77%), error:       816.44733, best error:       782.98395 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 57.8912162781s, input_fired_time: 0.9498689771, output_fired_time: 0.5963357091, propagate_forward_time: 21.7587985992, propagate_backward_time: 32.7730979919, weight_update_time: 0.0711787939, other_time: 1.8131141663
epoch time: 4.7527027130s, input_fired_time: 0.1010269448, output_fired_time: 0.0000000000, propagate_forward_time: 4.3410992622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3105764389
validation[          , genome  7139] predictions:    9719/  10000 (97.19%), best:    9777/10000 (97.77%), error:       901.19037, best error:       782.98395 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 57.9998512268s, input_fired_time: 0.9478936195, output_fired_time: 0.5953942537, propagate_forward_time: 21.7948417664, propagate_backward_time: 32.8583412170, weight_update_time: 0.0708188564, other_time: 1.8033790588
epoch time: 4.7571001053s, input_fired_time: 0.1010225117, output_fired_time: 0.0000000000, propagate_forward_time: 4.3426136971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3134636879
validation[          , genome  7139] predictions:    9651/  10000 (96.51%), best:    9777/10000 (97.77%), error:      1208.36987, best error:       782.98395 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 57.7972793579s, input_fired_time: 0.9451261163, output_fired_time: 0.5923791528, propagate_forward_time: 21.7304344177, propagate_backward_time: 32.7302742004, weight_update_time: 0.0706027746, other_time: 1.7990646362
epoch time: 4.7540268898s, input_fired_time: 0.1001788154, output_fired_time: 0.0000000000, propagate_forward_time: 4.3428134918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3110346794
validation[          , genome  7139] predictions:    9755/  10000 (97.55%), best:    9777/10000 (97.77%), error:       876.37701, best error:       782.98395 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 57.8172912598s, input_fired_time: 0.9434495568, output_fired_time: 0.5916413665, propagate_forward_time: 21.7530326843, propagate_backward_time: 32.7490119934, weight_update_time: 0.0706902295, other_time: 1.7801551819
epoch time: 4.7489247322s, input_fired_time: 0.1013327613, output_fired_time: 0.0000000000, propagate_forward_time: 4.3395986557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079934120
validation[          , genome  7139] predictions:    9719/  10000 (97.19%), best:    9777/10000 (97.77%), error:       904.98730, best error:       782.98395 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 57.7020454407s, input_fired_time: 0.9413639307, output_fired_time: 0.5902013779, propagate_forward_time: 21.7071990967, propagate_backward_time: 32.6967544556, weight_update_time: 0.0704012662, other_time: 1.7665252686
epoch time: 5.1772065163s, input_fired_time: 0.1055550128, output_fired_time: 0.0000000000, propagate_forward_time: 4.7392525673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3323988914
validation[          , genome  7139] predictions:    9688/  10000 (96.88%), best:    9777/10000 (97.77%), error:      1006.08905, best error:       782.98395 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 58.1282196045s, input_fired_time: 0.9455295801, output_fired_time: 0.5946253538, propagate_forward_time: 21.8586006165, propagate_backward_time: 32.9431800842, weight_update_time: 0.0708277971, other_time: 1.7862854004
epoch time: 4.8609933853s, input_fired_time: 0.1032036021, output_fired_time: 0.0000000000, propagate_forward_time: 4.4337067604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3240828514
validation[          , genome  7139] predictions:    9730/  10000 (97.30%), best:    9777/10000 (97.77%), error:       898.67682, best error:       782.98395 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 57.6955108643s, input_fired_time: 0.9414439201, output_fired_time: 0.5902605057, propagate_forward_time: 21.7040462494, propagate_backward_time: 32.6965026855, weight_update_time: 0.0707422048, other_time: 1.7632598877
epoch time: 4.7602415085s, input_fired_time: 0.1030591354, output_fired_time: 0.0000000000, propagate_forward_time: 4.3451709747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3120112419
validation[          , genome  7139] predictions:    9713/  10000 (97.13%), best:    9777/10000 (97.77%), error:       965.49567, best error:       782.98395 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 57.7863044739s, input_fired_time: 0.9421453476, output_fired_time: 0.5908210874, propagate_forward_time: 21.7381362915, propagate_backward_time: 32.7385330200, weight_update_time: 0.0708249584, other_time: 1.7766685486
epoch time: 4.7577567101s, input_fired_time: 0.1010641232, output_fired_time: 0.0000000000, propagate_forward_time: 4.3454279900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3112645149
validation[          , genome  7139] predictions:    9730/  10000 (97.30%), best:    9777/10000 (97.77%), error:       945.64648, best error:       782.98395 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 57.7211570740s, input_fired_time: 0.9398412108, output_fired_time: 0.5900484324, propagate_forward_time: 21.7197132111, propagate_backward_time: 32.7174491882, weight_update_time: 0.0707242191, other_time: 1.7541007996
epoch time: 4.7432870865s, input_fired_time: 0.0987752751, output_fired_time: 0.0000000000, propagate_forward_time: 4.3389239311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3055877686
validation[          , genome  7139] predictions:    9724/  10000 (97.24%), best:    9777/10000 (97.77%), error:       911.49780, best error:       782.98395 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 57.9462127686s, input_fired_time: 0.9446153641, output_fired_time: 0.5928490162, propagate_forward_time: 21.7947959900, propagate_backward_time: 32.8099555969, weight_update_time: 0.0708236098, other_time: 1.8039970398
epoch time: 4.7469110489s, input_fired_time: 0.0981577113, output_fired_time: 0.0000000000, propagate_forward_time: 4.3405776024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081755638
validation[          , genome  7139] predictions:    9730/  10000 (97.30%), best:    9777/10000 (97.77%), error:       869.48431, best error:       782.98395 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 58.0494117737s, input_fired_time: 0.9428799152, output_fired_time: 0.5941486955, propagate_forward_time: 21.8396434784, propagate_backward_time: 32.8679656982, weight_update_time: 0.0710504353, other_time: 1.8047714233
epoch time: 4.7463703156s, input_fired_time: 0.1003117710, output_fired_time: 0.0000000000, propagate_forward_time: 4.3393282890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3067302704
validation[          , genome  7139] predictions:    9737/  10000 (97.37%), best:    9777/10000 (97.77%), error:       868.20654, best error:       782.98395 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 57.7989730835s, input_fired_time: 0.9410632253, output_fired_time: 0.5939663053, propagate_forward_time: 21.7024269104, propagate_backward_time: 32.7974624634, weight_update_time: 0.0702881962, other_time: 1.7640533447
epoch time: 4.7480392456s, input_fired_time: 0.0998940021, output_fired_time: 0.0000000000, propagate_forward_time: 4.3398790359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3082661629
validation[          , genome  7139] predictions:    9719/  10000 (97.19%), best:    9777/10000 (97.77%), error:       949.19354, best error:       782.98395 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 57.7548370361s, input_fired_time: 0.9459467530, output_fired_time: 0.5909696221, propagate_forward_time: 21.7177829742, propagate_backward_time: 32.7363357544, weight_update_time: 0.0704188123, other_time: 1.7638015747
epoch time: 5.2243580818s, input_fired_time: 0.1092058867, output_fired_time: 0.0000000000, propagate_forward_time: 4.7766928673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3384594917
validation[          , genome  7139] predictions:    9726/  10000 (97.26%), best:    9777/10000 (97.77%), error:       877.28857, best error:       782.98395 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 57.7803573608s, input_fired_time: 0.9465699196, output_fired_time: 0.5903187394, propagate_forward_time: 21.7360973358, propagate_backward_time: 32.7321090698, weight_update_time: 0.0711382404, other_time: 1.7752609253
epoch time: 4.7508959770s, input_fired_time: 0.0998413563, output_fired_time: 0.0000000000, propagate_forward_time: 4.3425784111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3084759712
validation[          , genome  7139] predictions:    9692/  10000 (96.92%), best:    9777/10000 (97.77%), error:       983.30261, best error:       782.98395 on epoch:    68, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 58.3721733093s, input_fired_time: 0.9517844319, output_fired_time: 0.5963432789, propagate_forward_time: 21.9863147736, propagate_backward_time: 33.0512466431, weight_update_time: 0.0712416768, other_time: 1.7864837646
epoch time: 4.7712192535s, input_fired_time: 0.1014651507, output_fired_time: 0.0000000000, propagate_forward_time: 4.3516530991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3181009293
validation[          , genome  7139] predictions:    9706/  10000 (97.06%), best:    9777/10000 (97.77%), error:       911.78992, best error:       782.98395 on epoch:    68, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 57.8859329224s, input_fired_time: 0.9551254511, output_fired_time: 0.5950136781, propagate_forward_time: 21.7601337433, propagate_backward_time: 32.7655601501, weight_update_time: 0.0711549446, other_time: 1.8101005554
epoch time: 4.7614293098s, input_fired_time: 0.1005989686, output_fired_time: 0.0000000000, propagate_forward_time: 4.3494973183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3113331795
validation[          , genome  7139] predictions:    9741/  10000 (97.41%), best:    9777/10000 (97.77%), error:       922.09045, best error:       782.98395 on epoch:    68, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 57.9352226257s, input_fired_time: 0.9543707967, output_fired_time: 0.5955048203, propagate_forward_time: 21.7863063812, propagate_backward_time: 32.7905158997, weight_update_time: 0.0711624399, other_time: 1.8085212708
epoch time: 4.8830027580s, input_fired_time: 0.1053562984, output_fired_time: 0.0000000000, propagate_forward_time: 4.4506301880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3270163536
validation[          , genome  7139] predictions:    9707/  10000 (97.07%), best:    9777/10000 (97.77%), error:       972.24603, best error:       782.98395 on epoch:    68, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 58.4552001953s, input_fired_time: 0.9608097672, output_fired_time: 0.5996885896, propagate_forward_time: 21.9883213043, propagate_backward_time: 33.0812797546, weight_update_time: 0.0713977441, other_time: 1.8250999451
epoch time: 4.8719358444s, input_fired_time: 0.1056047156, output_fired_time: 0.0000000000, propagate_forward_time: 4.4301452637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3361859322
validation[          , genome  7139] predictions:    9729/  10000 (97.29%), best:    9777/10000 (97.77%), error:       915.53522, best error:       782.98395 on epoch:    68, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 57.9317703247s, input_fired_time: 0.9591174126, output_fired_time: 0.5959632397, propagate_forward_time: 21.7666797638, propagate_backward_time: 32.7845039368, weight_update_time: 0.0708820075, other_time: 1.8255043030
epoch time: 4.7560858727s, input_fired_time: 0.1010073945, output_fired_time: 0.0000000000, propagate_forward_time: 4.3436799049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3113985062
validation[          , genome  7139] predictions:    9752/  10000 (97.52%), best:    9777/10000 (97.77%), error:       840.86414, best error:       782.98395 on epoch:    68, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 58.7200431824s, input_fired_time: 0.9624683857, output_fired_time: 0.6038793921, propagate_forward_time: 22.0796356201, propagate_backward_time: 33.2136878967, weight_update_time: 0.0718310699, other_time: 1.8603744507
epoch time: 4.7927870750s, input_fired_time: 0.1028494313, output_fired_time: 0.0000000000, propagate_forward_time: 4.3736677170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3162698746
validation[          , genome  7139] predictions:    9652/  10000 (96.52%), best:    9777/10000 (97.77%), error:      1175.11499, best error:       782.98395 on epoch:    68, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 57.8537063599s, input_fired_time: 0.9533181190, output_fired_time: 0.5956839323, propagate_forward_time: 21.7422847748, propagate_backward_time: 32.7402534485, weight_update_time: 0.0707618296, other_time: 1.8221626282
epoch time: 4.7552461624s, input_fired_time: 0.1007451192, output_fired_time: 0.0000000000, propagate_forward_time: 4.3429961205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3115048409
validation[          , genome  7139] predictions:    9722/  10000 (97.22%), best:    9777/10000 (97.77%), error:       916.94354, best error:       782.98395 on epoch:    68, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 57.8592033386s, input_fired_time: 0.9520548582, output_fired_time: 0.5952529907, propagate_forward_time: 21.7397193909, propagate_backward_time: 32.7593269348, weight_update_time: 0.0704727247, other_time: 1.8128509521
epoch time: 4.7579779625s, input_fired_time: 0.1030521318, output_fired_time: 0.0000000000, propagate_forward_time: 4.3426265717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3122992516
validation[          , genome  7139] predictions:    9668/  10000 (96.68%), best:    9777/10000 (97.77%), error:      1135.18201, best error:       782.98395 on epoch:    68, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 57.8422470093s, input_fired_time: 0.9604557753, output_fired_time: 0.5950071812, propagate_forward_time: 21.7277126312, propagate_backward_time: 32.7642135620, weight_update_time: 0.0706569627, other_time: 1.7948532104
epoch time: 4.7468781471s, input_fired_time: 0.0987826884, output_fired_time: 0.0000000000, propagate_forward_time: 4.3420858383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3060097694
validation[          , genome  7139] predictions:    9705/  10000 (97.05%), best:    9777/10000 (97.77%), error:       993.06421, best error:       782.98395 on epoch:    68, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 58.8207969666s, input_fired_time: 0.9578731656, output_fired_time: 0.5987964272, propagate_forward_time: 22.1497669220, propagate_backward_time: 33.3283805847, weight_update_time: 0.0714602843, other_time: 1.7859764099
epoch time: 4.7486057281s, input_fired_time: 0.1010192782, output_fired_time: 0.0000000000, propagate_forward_time: 4.3414802551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3061060905
validation[          , genome  7139] predictions:    9686/  10000 (96.86%), best:    9777/10000 (97.77%), error:      1055.66345, best error:       782.98395 on epoch:    68, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 58.0852661133s, input_fired_time: 0.9547054768, output_fired_time: 0.5943573713, propagate_forward_time: 21.8337535858, propagate_backward_time: 32.9372215271, weight_update_time: 0.0708154291, other_time: 1.7652320862
epoch time: 4.7530846596s, input_fired_time: 0.1029261425, output_fired_time: 0.0000000000, propagate_forward_time: 4.3424444199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077139854
validation[          , genome  7139] predictions:    9719/  10000 (97.19%), best:    9777/10000 (97.77%), error:       917.37408, best error:       782.98395 on epoch:    68, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 57.7391929626s, input_fired_time: 0.9532405138, output_fired_time: 0.5917336941, propagate_forward_time: 21.7174816132, propagate_backward_time: 32.6931076050, weight_update_time: 0.0705816150, other_time: 1.7836303711
epoch time: 4.9452619553s, input_fired_time: 0.1032312512, output_fired_time: 0.0000000000, propagate_forward_time: 4.5199427605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3220877647
validation[          , genome  7139] predictions:    9690/  10000 (96.90%), best:    9777/10000 (97.77%), error:      1045.81946, best error:       782.98395 on epoch:    68, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 57.9184341431s, input_fired_time: 0.9567324519, output_fired_time: 0.5938410759, propagate_forward_time: 21.7720222473, propagate_backward_time: 32.7963676453, weight_update_time: 0.0712092742, other_time: 1.7994689941
epoch time: 4.7960333824s, input_fired_time: 0.1046618298, output_fired_time: 0.0000000000, propagate_forward_time: 4.3759517670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3154196739
validation[          , genome  7139] predictions:    9696/  10000 (96.96%), best:    9777/10000 (97.77%), error:       975.96863, best error:       782.98395 on epoch:    68, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 57.8432655334s, input_fired_time: 0.9538460374, output_fired_time: 0.5930899978, propagate_forward_time: 21.7449893951, propagate_backward_time: 32.7736015320, weight_update_time: 0.0710098967, other_time: 1.7777366638
epoch time: 4.9525508881s, input_fired_time: 0.1072104052, output_fired_time: 0.0000000000, propagate_forward_time: 4.5280847549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3172554970
validation[          , genome  7139] predictions:    9702/  10000 (97.02%), best:    9777/10000 (97.77%), error:       963.88245, best error:       782.98395 on epoch:    68, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 58.6464691162s, input_fired_time: 0.9656081796, output_fired_time: 0.5982530713, propagate_forward_time: 22.1084442139, propagate_backward_time: 33.1861801147, weight_update_time: 0.0685911328, other_time: 1.7879867554
epoch time: 4.8206214905s, input_fired_time: 0.1024970338, output_fired_time: 0.0000000000, propagate_forward_time: 4.4045605659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3135638237
validation[          , genome  7139] predictions:    9728/  10000 (97.28%), best:    9777/10000 (97.77%), error:       884.71545, best error:       782.98395 on epoch:    68, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 58.1693038940s, input_fired_time: 0.9613469839, output_fired_time: 0.5965517759, propagate_forward_time: 21.8846836090, propagate_backward_time: 32.9245223999, weight_update_time: 0.0711496025, other_time: 1.8022003174
epoch time: 4.7549901009s, input_fired_time: 0.1019377708, output_fired_time: 0.0000000000, propagate_forward_time: 4.3426465988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104057312
validation[          , genome  7139] predictions:    9727/  10000 (97.27%), best:    9777/10000 (97.77%), error:       900.29285, best error:       782.98395 on epoch:    68, 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: 24.4996299744s, input_fired_time: 0.5191301703, output_fired_time: 0.0000000000, propagate_forward_time: 22.3281688690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6523303986
best training[          , genome  7139] predictions:   49458/  50000 (98.92%), best:    9777/10000 (97.77%), error:      2046.05566, best error:       782.98395 on epoch:    68, 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: 4.7519340515s, input_fired_time: 0.0985028520, output_fired_time: 0.0000000000, propagate_forward_time: 4.3419957161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114356995
   testing[          , genome  7139] predictions:    9783/  10000 (97.83%), best:    9777/10000 (97.77%), error:       790.35547, best error:       782.98395 on epoch:    68, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:34:03 (5921): called boinc_finish(0)

</stderr_txt>
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