Nameexact_genome_1512568488_45_7155_1
Workunit2607002
Created8 Dec 2017, 0:10:38 UTC
Sent8 Dec 2017, 0:13:05 UTC
Report deadline15 Dec 2017, 17:12:35 UTC
Received8 Dec 2017, 16:47:07 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time3 hours 46 min 4 sec
CPU time3 hours 45 min 42 sec
Validate stateValid
Credit1,927.00
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.36 MB
Peak swap size154.12 MB
Peak disk usage1.32 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
e: 0.9131233692, propagate_forward_time: 49.2867584229, propagate_backward_time: 69.9349822998, weight_update_time: 0.1262773871, other_time: 2.7793807983
epoch time: 10.6492757797s, input_fired_time: 0.1482214332, output_fired_time: 0.0000000000, propagate_forward_time: 10.0014581680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995965958
validation[          , genome  7155] predictions:    9639/  10000 (96.39%), best:    9649/10000 (96.49%), error:      1211.05591, best error:      1164.01807 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 123.5407485962s, input_fired_time: 1.2668576241, output_fired_time: 0.9029622078, propagate_forward_time: 48.9821243286, propagate_backward_time: 69.6636428833, weight_update_time: 0.1240334958, other_time: 2.7251586914
epoch time: 10.5649824142s, input_fired_time: 0.1505577415, output_fired_time: 0.0000000000, propagate_forward_time: 9.9209499359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4934749603
validation[          , genome  7155] predictions:    9664/  10000 (96.64%), best:    9649/10000 (96.49%), error:      1188.04456, best error:      1164.01807 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 124.9823760986s, input_fired_time: 1.2793724537, output_fired_time: 0.9196757674, propagate_forward_time: 49.5824203491, propagate_backward_time: 70.4420089722, weight_update_time: 0.1258659959, other_time: 2.7588958740
epoch time: 10.5645074844s, input_fired_time: 0.1486379802, output_fired_time: 0.0000000000, propagate_forward_time: 9.9132833481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5025863647
validation[          , genome  7155] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:      1052.24170, best error:      1052.24170 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 124.5916900635s, input_fired_time: 1.2761377096, output_fired_time: 0.9052792788, propagate_forward_time: 49.4234085083, propagate_backward_time: 70.2221832275, weight_update_time: 0.1254013479, other_time: 2.7646789551
epoch time: 10.8911085129s, input_fired_time: 0.1534914374, output_fired_time: 0.0000000000, propagate_forward_time: 10.2280178070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5095996857
validation[          , genome  7155] predictions:    9677/  10000 (96.77%), best:    9709/10000 (97.09%), error:      1095.97925, best error:      1052.24170 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 124.9944534302s, input_fired_time: 1.2798614502, output_fired_time: 0.9147042036, propagate_forward_time: 49.6169090271, propagate_backward_time: 70.4071350098, weight_update_time: 0.1260605007, other_time: 2.7758483887
epoch time: 10.5699338913s, input_fired_time: 0.1492759436, output_fired_time: 0.0000000000, propagate_forward_time: 9.9254693985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951887131
validation[          , genome  7155] predictions:    9639/  10000 (96.39%), best:    9709/10000 (97.09%), error:      1260.24329, best error:      1052.24170 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 125.0398254395s, input_fired_time: 1.2796363831, output_fired_time: 0.9143908620, propagate_forward_time: 49.5060691833, propagate_backward_time: 70.5780792236, weight_update_time: 0.1266094446, other_time: 2.7616577148
epoch time: 10.5653200150s, input_fired_time: 0.1483955681, output_fired_time: 0.0000000000, propagate_forward_time: 9.9215641022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4953603745
validation[          , genome  7155] predictions:    9677/  10000 (96.77%), best:    9709/10000 (97.09%), error:      1099.35828, best error:      1052.24170 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 124.7768707275s, input_fired_time: 1.2740811110, output_fired_time: 0.9146491289, propagate_forward_time: 49.4674644470, propagate_backward_time: 70.3804321289, weight_update_time: 0.1266411543, other_time: 2.7402496338
epoch time: 10.5700006485s, input_fired_time: 0.1499392986, output_fired_time: 0.0000000000, propagate_forward_time: 9.9194345474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5006265640
validation[          , genome  7155] predictions:    9626/  10000 (96.26%), best:    9709/10000 (97.09%), error:      1178.54443, best error:      1052.24170 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 121.1513214111s, input_fired_time: 1.2576565742, output_fired_time: 0.8945218921, propagate_forward_time: 47.9807319641, propagate_backward_time: 68.3203964233, weight_update_time: 0.1230351105, other_time: 2.6980056763
epoch time: 10.4743480682s, input_fired_time: 0.1482906491, output_fired_time: 0.0000000000, propagate_forward_time: 9.8320484161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940090179
validation[          , genome  7155] predictions:    9618/  10000 (96.18%), best:    9709/10000 (97.09%), error:      1229.22791, best error:      1052.24170 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 117.9044265747s, input_fired_time: 1.2373770475, output_fired_time: 0.8645842075, propagate_forward_time: 46.7103118896, propagate_backward_time: 66.4335327148, weight_update_time: 0.1202817261, other_time: 2.6586227417
epoch time: 10.2967433929s, input_fired_time: 0.1465359032, output_fired_time: 0.0000000000, propagate_forward_time: 9.6618957520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883117676
validation[          , genome  7155] predictions:    9644/  10000 (96.44%), best:    9709/10000 (97.09%), error:      1199.23071, best error:      1052.24170 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 117.2071304321s, input_fired_time: 1.2361510992, output_fired_time: 0.8645098209, propagate_forward_time: 46.4318847656, propagate_backward_time: 66.0062103271, weight_update_time: 0.1191331521, other_time: 2.6683731079
epoch time: 9.5331907272s, input_fired_time: 0.1406141073, output_fired_time: 0.0000000000, propagate_forward_time: 8.9207944870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717817307
validation[          , genome  7155] predictions:    9645/  10000 (96.45%), best:    9709/10000 (97.09%), error:      1132.30798, best error:      1052.24170 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 121.1598815918s, input_fired_time: 1.2574926615, output_fired_time: 0.8903490901, propagate_forward_time: 48.0287513733, propagate_backward_time: 68.2520980835, weight_update_time: 0.1239139810, other_time: 2.7311935425
epoch time: 9.7759695053s, input_fired_time: 0.1424811035, output_fired_time: 0.0000000000, propagate_forward_time: 9.1571674347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4763212204
validation[          , genome  7155] predictions:    9667/  10000 (96.67%), best:    9709/10000 (97.09%), error:      1087.95349, best error:      1052.24170 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 122.1365432739s, input_fired_time: 1.2613272667, output_fired_time: 0.8910156488, propagate_forward_time: 48.3792457581, propagate_backward_time: 68.8978118896, weight_update_time: 0.1236880273, other_time: 2.7071380615
epoch time: 10.5107717514s, input_fired_time: 0.1478561163, output_fired_time: 0.0000000000, propagate_forward_time: 9.8738775253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4890384674
validation[          , genome  7155] predictions:    9649/  10000 (96.49%), best:    9709/10000 (97.09%), error:      1189.73853, best error:      1052.24170 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 124.3643875122s, input_fired_time: 1.2755178213, output_fired_time: 0.9052222967, propagate_forward_time: 49.4165229797, propagate_backward_time: 70.0461273193, weight_update_time: 0.1252920628, other_time: 2.7209930420
epoch time: 10.5647077560s, input_fired_time: 0.1511939615, output_fired_time: 0.0000000000, propagate_forward_time: 9.9215011597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4920129776
validation[          , genome  7155] predictions:    9688/  10000 (96.88%), best:    9709/10000 (97.09%), error:      1099.65051, best error:      1052.24170 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 124.6767044067s, input_fired_time: 1.2750238180, output_fired_time: 0.9134794474, propagate_forward_time: 49.4960479736, propagate_backward_time: 70.2724456787, weight_update_time: 0.1250966042, other_time: 2.7197036743
epoch time: 10.5627222061s, input_fired_time: 0.1484925896, output_fired_time: 0.0000000000, propagate_forward_time: 9.9230699539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4911594391
validation[          , genome  7155] predictions:    9629/  10000 (96.29%), best:    9709/10000 (97.09%), error:      1290.42273, best error:      1052.24170 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 123.5227508545s, input_fired_time: 1.2634201050, output_fired_time: 0.8932505250, propagate_forward_time: 49.0951271057, propagate_backward_time: 69.5440597534, weight_update_time: 0.1258593649, other_time: 2.7268905640
epoch time: 10.4983596802s, input_fired_time: 0.1509285420, output_fired_time: 0.0000000000, propagate_forward_time: 9.8530149460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4944162369
validation[          , genome  7155] predictions:    9666/  10000 (96.66%), best:    9709/10000 (97.09%), error:      1068.91455, best error:      1052.24170 on epoch:    16, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 115.9713211060s, input_fired_time: 1.2343204021, output_fired_time: 0.8615667224, propagate_forward_time: 45.7944145203, propagate_backward_time: 65.4132537842, weight_update_time: 0.1205084175, other_time: 2.6677703857
epoch time: 10.5412778854s, input_fired_time: 0.1484673917, output_fired_time: 0.0000000000, propagate_forward_time: 9.9021129608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4906978607
validation[          , genome  7155] predictions:    9687/  10000 (96.87%), best:    9709/10000 (97.09%), error:      1054.84363, best error:      1052.24170 on epoch:    16, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 116.8155670166s, input_fired_time: 1.2314463854, output_fired_time: 0.8703635335, propagate_forward_time: 46.1657028198, propagate_backward_time: 65.8957901001, weight_update_time: 0.1197477281, other_time: 2.6522674561
epoch time: 8.5588970184s, input_fired_time: 0.1301173568, output_fired_time: 0.0000000000, propagate_forward_time: 7.9809622765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478173256
validation[          , genome  7155] predictions:    9670/  10000 (96.70%), best:    9709/10000 (97.09%), error:      1079.23425, best error:      1052.24170 on epoch:    16, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 124.6697082520s, input_fired_time: 1.2749173641, output_fired_time: 0.9086694121, propagate_forward_time: 49.4546432495, propagate_backward_time: 70.2948379517, weight_update_time: 0.1245936826, other_time: 2.7366409302
epoch time: 10.5603103638s, input_fired_time: 0.1514094919, output_fired_time: 0.0000000000, propagate_forward_time: 9.9143743515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4945268631
validation[          , genome  7155] predictions:    9682/  10000 (96.82%), best:    9709/10000 (97.09%), error:      1109.89429, best error:      1052.24170 on epoch:    16, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 120.9712448120s, input_fired_time: 1.2582596540, output_fired_time: 0.8917220235, propagate_forward_time: 47.8746566772, propagate_backward_time: 68.2326049805, weight_update_time: 0.1229150519, other_time: 2.7139968872
epoch time: 10.5534267426s, input_fired_time: 0.1491273195, output_fired_time: 0.0000000000, propagate_forward_time: 9.9124231339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918766022
validation[          , genome  7155] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1007.95337, best error:      1007.95337 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 124.3571243286s, input_fired_time: 1.2791602612, output_fired_time: 0.9099926949, propagate_forward_time: 49.3193550110, propagate_backward_time: 70.1095581055, weight_update_time: 0.1263985038, other_time: 2.7390594482
epoch time: 10.5248250961s, input_fired_time: 0.1487780213, output_fired_time: 0.0000000000, propagate_forward_time: 9.8895406723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4865064621
validation[          , genome  7155] predictions:    9691/  10000 (96.91%), best:    9696/10000 (96.96%), error:      1071.05981, best error:      1007.95337 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 124.8661041260s, input_fired_time: 1.2839857340, output_fired_time: 0.9154362082, propagate_forward_time: 49.4679145813, propagate_backward_time: 70.4546432495, weight_update_time: 0.1263923347, other_time: 2.7441177368
epoch time: 10.5412464142s, input_fired_time: 0.1500092000, output_fired_time: 0.0000000000, propagate_forward_time: 9.9021224976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4891147614
validation[          , genome  7155] predictions:    9683/  10000 (96.83%), best:    9696/10000 (96.96%), error:      1074.10107, best error:      1007.95337 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 122.9902496338s, input_fired_time: 1.2711390257, output_fired_time: 0.8975387812, propagate_forward_time: 48.8245010376, propagate_backward_time: 69.2880172729, weight_update_time: 0.1234358847, other_time: 2.7090530396
epoch time: 10.5530519485s, input_fired_time: 0.1499839127, output_fired_time: 0.0000000000, propagate_forward_time: 9.9058780670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4971895218
validation[          , genome  7155] predictions:    9687/  10000 (96.87%), best:    9696/10000 (96.96%), error:      1092.10291, best error:      1007.95337 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 124.6449356079s, input_fired_time: 1.2776601315, output_fired_time: 0.9068993926, propagate_forward_time: 49.5112495422, propagate_backward_time: 70.2034378052, weight_update_time: 0.1252487898, other_time: 2.7456893921
epoch time: 10.5384054184s, input_fired_time: 0.1488138884, output_fired_time: 0.0000000000, propagate_forward_time: 9.8953933716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4941978455
validation[          , genome  7155] predictions:    9694/  10000 (96.94%), best:    9696/10000 (96.96%), error:      1036.46387, best error:      1007.95337 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 118.7841567993s, input_fired_time: 1.2439765930, output_fired_time: 0.8715210557, propagate_forward_time: 47.0164756775, propagate_backward_time: 66.9876327515, weight_update_time: 0.1203097701, other_time: 2.6645431519
epoch time: 10.2502222061s, input_fired_time: 0.1482606977, output_fired_time: 0.0000000000, propagate_forward_time: 9.6156244278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4863367081
validation[          , genome  7155] predictions:    9644/  10000 (96.44%), best:    9696/10000 (96.96%), error:      1149.15039, best error:      1007.95337 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 124.3870544434s, input_fired_time: 1.2873350382, output_fired_time: 0.9133038521, propagate_forward_time: 49.2588119507, propagate_backward_time: 70.1772766113, weight_update_time: 0.1266901344, other_time: 2.7503204346
epoch time: 10.5783996582s, input_fired_time: 0.1505712867, output_fired_time: 0.0000000000, propagate_forward_time: 9.9307689667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4970598221
validation[          , genome  7155] predictions:    9668/  10000 (96.68%), best:    9696/10000 (96.96%), error:      1112.27856, best error:      1007.95337 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 124.9682464600s, input_fired_time: 1.2890244722, output_fired_time: 0.9116281867, propagate_forward_time: 49.5522842407, propagate_backward_time: 70.4642486572, weight_update_time: 0.1260331571, other_time: 2.7510604858
epoch time: 10.5868215561s, input_fired_time: 0.1545305252, output_fired_time: 0.0000000000, propagate_forward_time: 9.9305839539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017070770
validation[          , genome  7155] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       986.29211, best error:       986.29211 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 121.3288726807s, input_fired_time: 1.2642159462, output_fired_time: 0.8941772580, propagate_forward_time: 48.1150436401, propagate_backward_time: 68.3518981934, weight_update_time: 0.1224177554, other_time: 2.7035369873
epoch time: 10.3721990585s, input_fired_time: 0.1487350613, output_fired_time: 0.0000000000, propagate_forward_time: 9.7380332947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4854307175
validation[          , genome  7155] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       985.14862, best error:       985.14862 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 123.8319549561s, input_fired_time: 1.2778253555, output_fired_time: 0.8999755979, propagate_forward_time: 49.1809539795, propagate_backward_time: 69.7267608643, weight_update_time: 0.1256843656, other_time: 2.7464370728
epoch time: 10.5733203888s, input_fired_time: 0.1523031592, output_fired_time: 0.0000000000, propagate_forward_time: 9.9250040054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960136414
validation[          , genome  7155] predictions:    9687/  10000 (96.87%), best:    9725/10000 (97.25%), error:      1059.36414, best error:       985.14862 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 124.6625823975s, input_fired_time: 1.2941719294, output_fired_time: 0.9172614813, propagate_forward_time: 49.3646430969, propagate_backward_time: 70.3023452759, weight_update_time: 0.1252728552, other_time: 2.7841567993
epoch time: 10.5710668564s, input_fired_time: 0.1524389684, output_fired_time: 0.0000000000, propagate_forward_time: 9.9182338715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003938675
validation[          , genome  7155] predictions:    9687/  10000 (96.87%), best:    9725/10000 (97.25%), error:      1043.07227, best error:       985.14862 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 124.9994659424s, input_fired_time: 1.2909424305, output_fired_time: 0.9127923846, propagate_forward_time: 49.5599555969, propagate_backward_time: 70.5024414062, weight_update_time: 0.1256717741, other_time: 2.7333374023
epoch time: 10.5770168304s, input_fired_time: 0.1518770903, output_fired_time: 0.0000000000, propagate_forward_time: 9.9313812256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937582016
validation[          , genome  7155] predictions:    9684/  10000 (96.84%), best:    9725/10000 (97.25%), error:      1008.07703, best error:       985.14862 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 124.3637619019s, input_fired_time: 1.2885878086, output_fired_time: 0.9175854325, propagate_forward_time: 49.2558364868, propagate_backward_time: 70.1672744751, weight_update_time: 0.1261506528, other_time: 2.7344741821
epoch time: 10.5419120789s, input_fired_time: 0.1489570290, output_fired_time: 0.0000000000, propagate_forward_time: 9.9032239914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4897308350
validation[          , genome  7155] predictions:    9686/  10000 (96.86%), best:    9725/10000 (97.25%), error:      1071.63684, best error:       985.14862 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 124.5691223145s, input_fired_time: 1.2811932564, output_fired_time: 0.9066055417, propagate_forward_time: 49.3808174133, propagate_backward_time: 70.2778930664, weight_update_time: 0.1258670986, other_time: 2.7226104736
epoch time: 10.5694799423s, input_fired_time: 0.1519816071, output_fired_time: 0.0000000000, propagate_forward_time: 9.9227075577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4947910309
validation[          , genome  7155] predictions:    9697/  10000 (96.97%), best:    9725/10000 (97.25%), error:      1035.79187, best error:       985.14862 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 117.7682342529s, input_fired_time: 1.2482653856, output_fired_time: 0.8658216596, propagate_forward_time: 46.6658973694, propagate_backward_time: 66.3129119873, weight_update_time: 0.1201437861, other_time: 2.6753387451
epoch time: 10.3835687637s, input_fired_time: 0.1494897604, output_fired_time: 0.0000000000, propagate_forward_time: 9.7543382645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4797410965
validation[          , genome  7155] predictions:    9703/  10000 (97.03%), best:    9725/10000 (97.25%), error:       985.86011, best error:       985.14862 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 122.0628509521s, input_fired_time: 1.2736625671, output_fired_time: 0.8950742483, propagate_forward_time: 48.3170394897, propagate_backward_time: 68.8530349731, weight_update_time: 0.1242450848, other_time: 2.7240371704
epoch time: 10.5542182922s, input_fired_time: 0.1510481238, output_fired_time: 0.0000000000, propagate_forward_time: 9.9088754654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942951202
validation[          , genome  7155] predictions:    9690/  10000 (96.90%), best:    9725/10000 (97.25%), error:      1005.69647, best error:       985.14862 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 124.9877319336s, input_fired_time: 1.2949320078, output_fired_time: 0.9187799692, propagate_forward_time: 49.4673843384, propagate_backward_time: 70.5696029663, weight_update_time: 0.1257965118, other_time: 2.7370376587
epoch time: 10.5521383286s, input_fired_time: 0.1522545815, output_fired_time: 0.0000000000, propagate_forward_time: 9.9075374603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4923458099
validation[          , genome  7155] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       964.74902, best error:       964.74902 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 124.0979843140s, input_fired_time: 1.2826142311, output_fired_time: 0.9003725052, propagate_forward_time: 49.2675590515, propagate_backward_time: 69.9176483154, weight_update_time: 0.1253543496, other_time: 2.7297821045
epoch time: 10.5096435547s, input_fired_time: 0.1547203064, output_fired_time: 0.0000000000, propagate_forward_time: 9.8606157303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943075180
validation[          , genome  7155] predictions:    9691/  10000 (96.91%), best:    9712/10000 (97.12%), error:      1017.31171, best error:       964.74902 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 124.3463668823s, input_fired_time: 1.2929441929, output_fired_time: 0.9081321359, propagate_forward_time: 49.3369941711, propagate_backward_time: 70.0648269653, weight_update_time: 0.1251204610, other_time: 2.7434616089
epoch time: 10.5414400101s, input_fired_time: 0.1529944688, output_fired_time: 0.0000000000, propagate_forward_time: 9.8947448730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937009811
validation[          , genome  7155] predictions:    9697/  10000 (96.97%), best:    9712/10000 (97.12%), error:      1013.66669, best error:       964.74902 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 124.8668289185s, input_fired_time: 1.2951754332, output_fired_time: 0.9093545675, propagate_forward_time: 49.4905395508, propagate_backward_time: 70.4298629761, weight_update_time: 0.1259917617, other_time: 2.7418975830
epoch time: 10.5534639359s, input_fired_time: 0.1549579203, output_fired_time: 0.0000000000, propagate_forward_time: 9.9009199142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975862503
validation[          , genome  7155] predictions:    9713/  10000 (97.13%), best:    9712/10000 (97.12%), error:       979.86926, best error:       964.74902 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 125.0692062378s, input_fired_time: 1.2953846455, output_fired_time: 0.9186847806, propagate_forward_time: 49.5189170837, propagate_backward_time: 70.6045761108, weight_update_time: 0.1257474124, other_time: 2.7316360474
epoch time: 10.5470590591s, input_fired_time: 0.1511636674, output_fired_time: 0.0000000000, propagate_forward_time: 9.9046993256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4911956787
validation[          , genome  7155] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       940.40314, best error:       940.40314 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 118.9505157471s, input_fired_time: 1.2552849054, output_fired_time: 0.8823869824, propagate_forward_time: 47.0998573303, propagate_backward_time: 67.0524673462, weight_update_time: 0.1200071350, other_time: 2.6605148315
epoch time: 10.5656490326s, input_fired_time: 0.1514593512, output_fired_time: 0.0000000000, propagate_forward_time: 9.9261226654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880666733
validation[          , genome  7155] predictions:    9694/  10000 (96.94%), best:    9721/10000 (97.21%), error:      1023.98297, best error:       940.40314 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 124.8495407104s, input_fired_time: 1.2890372276, output_fired_time: 0.9082110524, propagate_forward_time: 49.5169296265, propagate_backward_time: 70.4305725098, weight_update_time: 0.1261249930, other_time: 2.7047882080
epoch time: 10.5548343658s, input_fired_time: 0.1518851072, output_fired_time: 0.0000000000, propagate_forward_time: 9.9180965424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4848527908
validation[          , genome  7155] predictions:    9694/  10000 (96.94%), best:    9721/10000 (97.21%), error:      1014.19745, best error:       940.40314 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 122.9924621582s, input_fired_time: 1.2840340137, output_fired_time: 0.9009315372, propagate_forward_time: 48.7333755493, propagate_backward_time: 69.3749313354, weight_update_time: 0.1237685606, other_time: 2.6991882324
epoch time: 10.1812448502s, input_fired_time: 0.1495125592, output_fired_time: 0.0000000000, propagate_forward_time: 9.5488986969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4828338623
validation[          , genome  7155] predictions:    9691/  10000 (96.91%), best:    9721/10000 (97.21%), error:      1017.42407, best error:       940.40314 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 122.7973403931s, input_fired_time: 1.2856018543, output_fired_time: 0.8969842792, propagate_forward_time: 48.7395133972, propagate_backward_time: 69.1222839355, weight_update_time: 0.1262801737, other_time: 2.7529602051
epoch time: 10.5744237900s, input_fired_time: 0.1546863019, output_fired_time: 0.0000000000, propagate_forward_time: 9.9230775833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966602325
validation[          , genome  7155] predictions:    9670/  10000 (96.70%), best:    9721/10000 (97.21%), error:      1047.56274, best error:       940.40314 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 123.0529098511s, input_fired_time: 1.2904859781, output_fired_time: 0.9061761498, propagate_forward_time: 48.7126808167, propagate_backward_time: 69.4265975952, weight_update_time: 0.1243296489, other_time: 2.7169723511
epoch time: 10.5505495071s, input_fired_time: 0.1554348320, output_fired_time: 0.0000000000, propagate_forward_time: 9.9034633636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4916515350
validation[          , genome  7155] predictions:    9699/  10000 (96.99%), best:    9721/10000 (97.21%), error:      1056.87793, best error:       940.40314 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 124.7817077637s, input_fired_time: 1.2999053001, output_fired_time: 0.9144053459, propagate_forward_time: 49.4237327576, propagate_backward_time: 70.4142150879, weight_update_time: 0.1258882284, other_time: 2.7294464111
epoch time: 10.2858552933s, input_fired_time: 0.1523584127, output_fired_time: 0.0000000000, propagate_forward_time: 9.6478023529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4856948853
validation[          , genome  7155] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       905.05066, best error:       905.05066 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 122.4461135864s, input_fired_time: 1.2839218378, output_fired_time: 0.9004447460, propagate_forward_time: 48.4678077698, propagate_backward_time: 69.0864334106, weight_update_time: 0.1231536120, other_time: 2.7075119019
epoch time: 10.5657253265s, input_fired_time: 0.1533556879, output_fired_time: 0.0000000000, propagate_forward_time: 9.9241189957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882507324
validation[          , genome  7155] predictions:    9697/  10000 (96.97%), best:    9747/10000 (97.47%), error:       986.16315, best error:       905.05066 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 124.1280212402s, input_fired_time: 1.2882499695, output_fired_time: 0.8988284469, propagate_forward_time: 49.3474464417, propagate_backward_time: 69.8747787476, weight_update_time: 0.1251209974, other_time: 2.7187118530
epoch time: 10.5849895477s, input_fired_time: 0.1538654417, output_fired_time: 0.0000000000, propagate_forward_time: 9.9375305176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935932159
validation[          , genome  7155] predictions:    9698/  10000 (96.98%), best:    9747/10000 (97.47%), error:      1011.44562, best error:       905.05066 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 125.2946395874s, input_fired_time: 1.3016085625, output_fired_time: 0.9168246388, propagate_forward_time: 49.6567802429, propagate_backward_time: 70.6907043457, weight_update_time: 0.1263896227, other_time: 2.7287292480
epoch time: 10.5742235184s, input_fired_time: 0.1539157182, output_fired_time: 0.0000000000, propagate_forward_time: 9.9300594330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4902486801
validation[          , genome  7155] predictions:    9736/  10000 (97.36%), best:    9747/10000 (97.47%), error:       936.06244, best error:       905.05066 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 110.9900588989s, input_fired_time: 1.2233077288, output_fired_time: 0.8372835517, propagate_forward_time: 43.8233146667, propagate_backward_time: 62.4838867188, weight_update_time: 0.1180076823, other_time: 2.6222686768
epoch time: 10.5647888184s, input_fired_time: 0.1538804471, output_fired_time: 0.0000000000, propagate_forward_time: 9.9123849869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985237122
validation[          , genome  7155] predictions:    9717/  10000 (97.17%), best:    9747/10000 (97.47%), error:       972.02728, best error:       905.05066 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 124.5177230835s, input_fired_time: 1.3019599915, output_fired_time: 0.9149156809, propagate_forward_time: 49.3376922607, propagate_backward_time: 70.2028198242, weight_update_time: 0.1263415515, other_time: 2.7603302002
epoch time: 10.5016498566s, input_fired_time: 0.1550692022, output_fired_time: 0.0000000000, propagate_forward_time: 9.8557891846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4907913208
validation[          , genome  7155] predictions:    9622/  10000 (96.22%), best:    9747/10000 (97.47%), error:      1189.96509, best error:       905.05066 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 122.9648361206s, input_fired_time: 1.3036799431, output_fired_time: 0.9047445059, propagate_forward_time: 48.7056922913, propagate_backward_time: 69.3084411621, weight_update_time: 0.1246644035, other_time: 2.7422790527
epoch time: 10.3462724686s, input_fired_time: 0.1534512490, output_fired_time: 0.0000000000, propagate_forward_time: 9.7042503357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4885711670
validation[          , genome  7155] predictions:    9716/  10000 (97.16%), best:    9747/10000 (97.47%), error:       978.78094, best error:       905.05066 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 121.2231903076s, input_fired_time: 1.2799245119, output_fired_time: 0.8850131631, propagate_forward_time: 48.0951194763, propagate_backward_time: 68.2586593628, weight_update_time: 0.1227701008, other_time: 2.7044754028
epoch time: 10.5656328201s, input_fired_time: 0.1546959430, output_fired_time: 0.0000000000, propagate_forward_time: 9.9186363220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4923009872
validation[          , genome  7155] predictions:    9726/  10000 (97.26%), best:    9747/10000 (97.47%), error:       932.89746, best error:       905.05066 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 121.8140411377s, input_fired_time: 1.2812362909, output_fired_time: 0.8934920430, propagate_forward_time: 48.2457809448, propagate_backward_time: 68.6949539185, weight_update_time: 0.1246725097, other_time: 2.6985778809
epoch time: 8.8428726196s, input_fired_time: 0.1389937550, output_fired_time: 0.0000000000, propagate_forward_time: 8.2472352982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4566431046
validation[          , genome  7155] predictions:    9706/  10000 (97.06%), best:    9747/10000 (97.47%), error:      1010.98749, best error:       905.05066 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 122.7542800903s, input_fired_time: 1.2920962572, output_fired_time: 0.8948972225, propagate_forward_time: 48.6679191589, propagate_backward_time: 69.1871566772, weight_update_time: 0.1236640289, other_time: 2.7122116089
epoch time: 10.5765314102s, input_fired_time: 0.1562947631, output_fired_time: 0.0000000000, propagate_forward_time: 9.9242820740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4959545135
validation[          , genome  7155] predictions:    9718/  10000 (97.18%), best:    9747/10000 (97.47%), error:       951.55682, best error:       905.05066 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 122.0671997070s, input_fired_time: 1.2989234924, output_fired_time: 0.8942410350, propagate_forward_time: 48.4010391235, propagate_backward_time: 68.7421340942, weight_update_time: 0.1229300946, other_time: 2.7308654785
epoch time: 9.1845893860s, input_fired_time: 0.1453020573, output_fired_time: 0.0000000000, propagate_forward_time: 8.5647697449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4745178223
validation[          , genome  7155] predictions:    9724/  10000 (97.24%), best:    9747/10000 (97.47%), error:       939.56854, best error:       905.05066 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 125.5671081543s, input_fired_time: 1.3057932854, output_fired_time: 0.9193692803, propagate_forward_time: 49.7479782104, propagate_backward_time: 70.8545379639, weight_update_time: 0.1264582276, other_time: 2.7394256592
epoch time: 10.5820302963s, input_fired_time: 0.1553846896, output_fired_time: 0.0000000000, propagate_forward_time: 9.9361324310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4905128479
validation[          , genome  7155] predictions:    9725/  10000 (97.25%), best:    9747/10000 (97.47%), error:       945.38434, best error:       905.05066 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 125.4741439819s, input_fired_time: 1.3083533049, output_fired_time: 0.9221960902, propagate_forward_time: 49.6649780273, propagate_backward_time: 70.8329391479, weight_update_time: 0.1270143837, other_time: 2.7456817627
epoch time: 10.5737228394s, input_fired_time: 0.1559793949, output_fired_time: 0.0000000000, propagate_forward_time: 9.9197187424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980249405
validation[          , genome  7155] predictions:    9732/  10000 (97.32%), best:    9747/10000 (97.47%), error:       912.45074, best error:       905.05066 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 125.2245941162s, input_fired_time: 1.3113006353, output_fired_time: 0.9181429744, propagate_forward_time: 49.5844306946, propagate_backward_time: 70.6880722046, weight_update_time: 0.1257940680, other_time: 2.7226486206
epoch time: 10.5533533096s, input_fired_time: 0.1558439583, output_fired_time: 0.0000000000, propagate_forward_time: 9.9076042175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4899053574
validation[          , genome  7155] predictions:    9687/  10000 (96.87%), best:    9747/10000 (97.47%), error:      1024.23926, best error:       905.05066 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 123.6410903931s, input_fired_time: 1.2959511280, output_fired_time: 0.8996941447, propagate_forward_time: 49.0315666199, propagate_backward_time: 69.6880493164, weight_update_time: 0.1252482533, other_time: 2.7258300781
epoch time: 10.5877094269s, input_fired_time: 0.1546699852, output_fired_time: 0.0000000000, propagate_forward_time: 9.9395179749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935216904
validation[          , genome  7155] predictions:    9736/  10000 (97.36%), best:    9747/10000 (97.47%), error:       956.47192, best error:       905.05066 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 125.1531372070s, input_fired_time: 1.3071990013, output_fired_time: 0.9188615084, propagate_forward_time: 49.6645812988, propagate_backward_time: 70.5170440674, weight_update_time: 0.1251365840, other_time: 2.7454528809
epoch time: 10.4994354248s, input_fired_time: 0.1535082608, output_fired_time: 0.0000000000, propagate_forward_time: 9.8532333374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4926939011
validation[          , genome  7155] predictions:    9647/  10000 (96.47%), best:    9747/10000 (97.47%), error:      1192.35754, best error:       905.05066 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 124.4593200684s, input_fired_time: 1.3239037991, output_fired_time: 0.9086426497, propagate_forward_time: 49.3659057617, propagate_backward_time: 70.1021728516, weight_update_time: 0.1256328672, other_time: 2.7586898804
epoch time: 10.5727481842s, input_fired_time: 0.1541095227, output_fired_time: 0.0000000000, propagate_forward_time: 9.9296875000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4889507294
validation[          , genome  7155] predictions:    9742/  10000 (97.42%), best:    9747/10000 (97.47%), error:       919.74756, best error:       905.05066 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 125.1882095337s, input_fired_time: 1.3077335358, output_fired_time: 0.9134614468, propagate_forward_time: 49.6475868225, propagate_backward_time: 70.5869216919, weight_update_time: 0.1260764599, other_time: 2.7325057983
epoch time: 10.5408124924s, input_fired_time: 0.1571131945, output_fired_time: 0.0000000000, propagate_forward_time: 9.8977680206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4859313965
validation[          , genome  7155] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       898.67670, best error:       898.67670 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 124.3014678955s, input_fired_time: 1.3070772886, output_fired_time: 0.9121438861, propagate_forward_time: 49.2002105713, propagate_backward_time: 70.1527862549, weight_update_time: 0.1267310083, other_time: 2.7292480469
epoch time: 10.5384969711s, input_fired_time: 0.1533255130, output_fired_time: 0.0000000000, propagate_forward_time: 9.8941278458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4910440445
validation[          , genome  7155] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       877.53192, best error:       877.53192 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 124.1854095459s, input_fired_time: 1.3164005280, output_fired_time: 0.9130674005, propagate_forward_time: 49.2656059265, propagate_backward_time: 69.9387969971, weight_update_time: 0.1264707148, other_time: 2.7515411377
epoch time: 10.5654792786s, input_fired_time: 0.1579009145, output_fired_time: 0.0000000000, propagate_forward_time: 9.9125766754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4950017929
validation[          , genome  7155] predictions:    9694/  10000 (96.94%), best:    9743/10000 (97.43%), error:       972.99628, best error:       877.53192 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 125.5124588013s, input_fired_time: 1.3181971312, output_fired_time: 0.9147459269, propagate_forward_time: 49.7868270874, propagate_backward_time: 70.7279281616, weight_update_time: 0.1264603883, other_time: 2.7647552490
epoch time: 10.5740203857s, input_fired_time: 0.1553707123, output_fired_time: 0.0000000000, propagate_forward_time: 9.9239625931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946870804
validation[          , genome  7155] predictions:    9657/  10000 (96.57%), best:    9743/10000 (97.43%), error:      1166.02563, best error:       877.53192 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 123.1125717163s, input_fired_time: 1.3032382727, output_fired_time: 0.8937583566, propagate_forward_time: 48.9257698059, propagate_backward_time: 69.2664489746, weight_update_time: 0.1245869324, other_time: 2.7233581543
epoch time: 10.6984786987s, input_fired_time: 0.1568094194, output_fired_time: 0.0000000000, propagate_forward_time: 10.0333719254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5082969666
validation[          , genome  7155] predictions:    9733/  10000 (97.33%), best:    9743/10000 (97.43%), error:       944.11523, best error:       877.53192 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 125.2878265381s, input_fired_time: 1.3258368969, output_fired_time: 0.9150903225, propagate_forward_time: 49.7089881897, propagate_backward_time: 70.5719909668, weight_update_time: 0.1255860329, other_time: 2.7659149170
epoch time: 10.5922279358s, input_fired_time: 0.1572259218, output_fired_time: 0.0000000000, propagate_forward_time: 9.9424266815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4925756454
validation[          , genome  7155] predictions:    9727/  10000 (97.27%), best:    9743/10000 (97.43%), error:       975.40485, best error:       877.53192 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 125.6102600098s, input_fired_time: 1.3178665638, output_fired_time: 0.9137134552, propagate_forward_time: 49.9017906189, propagate_backward_time: 70.7034835815, weight_update_time: 0.1268208027, other_time: 2.7734146118
epoch time: 10.5833301544s, input_fired_time: 0.1571325809, output_fired_time: 0.0000000000, propagate_forward_time: 9.9281139374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980840683
validation[          , genome  7155] predictions:    9708/  10000 (97.08%), best:    9743/10000 (97.43%), error:      1003.13281, best error:       877.53192 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 124.8611373901s, input_fired_time: 1.3113732338, output_fired_time: 0.9116035104, propagate_forward_time: 49.5823326111, propagate_backward_time: 70.3087463379, weight_update_time: 0.1247834861, other_time: 2.7470855713
epoch time: 10.5537214279s, input_fired_time: 0.1568908691, output_fired_time: 0.0000000000, propagate_forward_time: 9.9053707123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4914598465
validation[          , genome  7155] predictions:    9707/  10000 (97.07%), best:    9743/10000 (97.43%), error:       981.69513, best error:       877.53192 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 124.1816864014s, input_fired_time: 1.3094847202, output_fired_time: 0.9018446803, propagate_forward_time: 49.2679328918, propagate_backward_time: 69.9593505859, weight_update_time: 0.1248769835, other_time: 2.7430725098
epoch time: 10.5814027786s, input_fired_time: 0.1584266871, output_fired_time: 0.0000000000, propagate_forward_time: 9.9295377731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4934387207
validation[          , genome  7155] predictions:    9717/  10000 (97.17%), best:    9743/10000 (97.43%), error:       977.59296, best error:       877.53192 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 125.0602264404s, input_fired_time: 1.3251812458, output_fired_time: 0.9193418026, propagate_forward_time: 49.5776138306, propagate_backward_time: 70.4684753418, weight_update_time: 0.1265411973, other_time: 2.7696151733
epoch time: 10.5747842789s, input_fired_time: 0.1584353000, output_fired_time: 0.0000000000, propagate_forward_time: 9.9168214798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995279312
validation[          , genome  7155] predictions:    9701/  10000 (97.01%), best:    9743/10000 (97.43%), error:       957.44220, best error:       877.53192 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 123.1493606567s, input_fired_time: 1.3050404787, output_fired_time: 0.8989248872, propagate_forward_time: 48.9090652466, propagate_backward_time: 69.3052825928, weight_update_time: 0.1244439632, other_time: 2.7310485840
epoch time: 10.5178375244s, input_fired_time: 0.1567173600, output_fired_time: 0.0000000000, propagate_forward_time: 9.8674850464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936351776
validation[          , genome  7155] predictions:    9710/  10000 (97.10%), best:    9743/10000 (97.43%), error:       981.96051, best error:       877.53192 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 124.2625656128s, input_fired_time: 1.3102877140, output_fired_time: 0.9139027596, propagate_forward_time: 49.2245750427, propagate_backward_time: 70.0763244629, weight_update_time: 0.1263169199, other_time: 2.7374725342
epoch time: 10.5725688934s, input_fired_time: 0.1572293341, output_fired_time: 0.0000000000, propagate_forward_time: 9.9199886322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4953508377
validation[          , genome  7155] predictions:    9718/  10000 (97.18%), best:    9743/10000 (97.43%), error:       939.39996, best error:       877.53192 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 118.2994766235s, input_fired_time: 1.2709732056, output_fired_time: 0.8677485585, propagate_forward_time: 46.8516731262, propagate_backward_time: 66.6390228271, weight_update_time: 0.1196960360, other_time: 2.6700592041
epoch time: 10.5290460587s, input_fired_time: 0.1550020874, output_fired_time: 0.0000000000, propagate_forward_time: 9.8945159912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795284271
validation[          , genome  7155] predictions:    9701/  10000 (97.01%), best:    9743/10000 (97.43%), error:      1002.55157, best error:       877.53192 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 124.5570297241s, input_fired_time: 1.3089512587, output_fired_time: 0.9014665484, propagate_forward_time: 49.4629478455, propagate_backward_time: 70.1549148560, weight_update_time: 0.1259960383, other_time: 2.7287521362
epoch time: 10.5627803802s, input_fired_time: 0.1570442915, output_fired_time: 0.0000000000, propagate_forward_time: 9.9117107391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940252304
validation[          , genome  7155] predictions:    9704/  10000 (97.04%), best:    9743/10000 (97.43%), error:      1034.45154, best error:       877.53192 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 123.1169433594s, input_fired_time: 1.3058248758, output_fired_time: 0.9086778760, propagate_forward_time: 48.7224388123, propagate_backward_time: 69.4736099243, weight_update_time: 0.1249049008, other_time: 2.7063980103
epoch time: 10.5816707611s, input_fired_time: 0.1578730792, output_fired_time: 0.0000000000, propagate_forward_time: 9.9318275452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4919700623
validation[          , genome  7155] predictions:    9702/  10000 (97.02%), best:    9743/10000 (97.43%), error:      1001.95587, best error:       877.53192 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 125.3115081787s, input_fired_time: 1.3196611404, output_fired_time: 0.9201092720, propagate_forward_time: 49.6127433777, propagate_backward_time: 70.6942749023, weight_update_time: 0.1279125214, other_time: 2.7647094727
epoch time: 10.5716342926s, input_fired_time: 0.1563195586, output_fired_time: 0.0000000000, propagate_forward_time: 9.9240055084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4913091660
validation[          , genome  7155] predictions:    9659/  10000 (96.59%), best:    9743/10000 (97.43%), error:      1170.14246, best error:       877.53192 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 118.6084365845s, input_fired_time: 1.2791724205, output_fired_time: 0.8752793074, propagate_forward_time: 46.7613296509, propagate_backward_time: 67.0072326660, weight_update_time: 0.1209092215, other_time: 2.6854171753
epoch time: 8.3634119034s, input_fired_time: 0.1380941570, output_fired_time: 0.0000000000, propagate_forward_time: 7.7821679115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4431500435
validation[          , genome  7155] predictions:    9732/  10000 (97.32%), best:    9743/10000 (97.43%), error:       884.04932, best error:       877.53192 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 125.0069427490s, input_fired_time: 1.3213162422, output_fired_time: 0.9191408753, propagate_forward_time: 49.4076461792, propagate_backward_time: 70.6139068604, weight_update_time: 0.1268823892, other_time: 2.7449264526
epoch time: 10.5774841309s, input_fired_time: 0.1583862305, output_fired_time: 0.0000000000, propagate_forward_time: 9.9223890305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4967088699
validation[          , genome  7155] predictions:    9698/  10000 (96.98%), best:    9743/10000 (97.43%), error:      1000.66711, best error:       877.53192 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 124.0269546509s, input_fired_time: 1.3109046221, output_fired_time: 0.9046614170, propagate_forward_time: 49.1465415955, propagate_backward_time: 69.9293289185, weight_update_time: 0.1258091778, other_time: 2.7355117798
epoch time: 10.5771322250s, input_fired_time: 0.1594015658, output_fired_time: 0.0000000000, propagate_forward_time: 9.9224414825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952888489
validation[          , genome  7155] predictions:    9717/  10000 (97.17%), best:    9743/10000 (97.43%), error:       946.60760, best error:       877.53192 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 124.4274826050s, input_fired_time: 1.3147025108, output_fired_time: 0.9094187021, propagate_forward_time: 49.2864189148, propagate_backward_time: 70.1861877441, weight_update_time: 0.1249825507, other_time: 2.7307586670
epoch time: 10.5293970108s, input_fired_time: 0.1584471166, output_fired_time: 0.0000000000, propagate_forward_time: 9.8801221848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4908275604
validation[          , genome  7155] predictions:    9742/  10000 (97.42%), best:    9743/10000 (97.43%), error:       908.43884, best error:       877.53192 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 124.4954605103s, input_fired_time: 1.3140971661, output_fired_time: 0.9088506699, propagate_forward_time: 49.4220924377, propagate_backward_time: 70.1271362305, weight_update_time: 0.1253183484, other_time: 2.7232818604
epoch time: 10.5669364929s, input_fired_time: 0.1586372703, output_fired_time: 0.0000000000, propagate_forward_time: 9.9155731201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4927263260
validation[          , genome  7155] predictions:    9674/  10000 (96.74%), best:    9743/10000 (97.43%), error:      1129.66504, best error:       877.53192 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 120.0540847778s, input_fired_time: 1.2892493010, output_fired_time: 0.8775411844, propagate_forward_time: 47.5482673645, propagate_backward_time: 67.6531372070, weight_update_time: 0.1212032512, other_time: 2.6858978271
epoch time: 8.6732425690s, input_fired_time: 0.1415336430, output_fired_time: 0.0000000000, propagate_forward_time: 8.0883684158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433403015
validation[          , genome  7155] predictions:    9732/  10000 (97.32%), best:    9743/10000 (97.43%), error:       968.53882, best error:       877.53192 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 120.8120880127s, input_fired_time: 1.2966895103, output_fired_time: 0.8902388811, propagate_forward_time: 47.8616256714, propagate_backward_time: 68.0540924072, weight_update_time: 0.1227567643, other_time: 2.7094421387
epoch time: 10.5543889999s, input_fired_time: 0.1575863808, output_fired_time: 0.0000000000, propagate_forward_time: 9.9007787704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960241318
validation[          , genome  7155] predictions:    9724/  10000 (97.24%), best:    9743/10000 (97.43%), error:       945.76489, best error:       877.53192 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 124.7443923950s, input_fired_time: 1.3221682310, output_fired_time: 0.9113041759, propagate_forward_time: 49.4958152771, propagate_backward_time: 70.2698593140, weight_update_time: 0.1263500601, other_time: 2.7452468872
epoch time: 10.4502754211s, input_fired_time: 0.1591625810, output_fired_time: 0.0000000000, propagate_forward_time: 9.7985782623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4925346375
validation[          , genome  7155] predictions:    9700/  10000 (97.00%), best:    9743/10000 (97.43%), error:      1019.81543, best error:       877.53192 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 123.5208206177s, input_fired_time: 1.3062369823, output_fired_time: 0.8990832567, propagate_forward_time: 48.9588203430, propagate_backward_time: 69.6301269531, weight_update_time: 0.1242100745, other_time: 2.7265472412
epoch time: 10.5478391647s, input_fired_time: 0.1586066633, output_fired_time: 0.0000000000, propagate_forward_time: 9.8988924026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4903402328
validation[          , genome  7155] predictions:    9738/  10000 (97.38%), best:    9743/10000 (97.43%), error:       926.28442, best error:       877.53192 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 124.8081665039s, input_fired_time: 1.3217229843, output_fired_time: 0.9135125875, propagate_forward_time: 49.5384712219, propagate_backward_time: 70.3041992188, weight_update_time: 0.1252673417, other_time: 2.7302551270
epoch time: 10.5670900345s, input_fired_time: 0.1589803696, output_fired_time: 0.0000000000, propagate_forward_time: 9.9144420624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936676025
validation[          , genome  7155] predictions:    9727/  10000 (97.27%), best:    9743/10000 (97.43%), error:       958.62299, best error:       877.53192 on epoch:    76, 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: 52.5538864136s, input_fired_time: 0.7829793096, output_fired_time: 0.0000000000, propagate_forward_time: 49.2794990540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4914093018
best training[          , genome  7155] predictions:   49480/  50000 (98.96%), best:    9743/10000 (97.43%), error:      2172.30420, best error:       877.53192 on epoch:    76, 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: 10.5769281387s, input_fired_time: 0.1553426236, output_fired_time: 0.0000000000, propagate_forward_time: 9.9269123077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946727753
   testing[          , genome  7155] predictions:    9748/  10000 (97.48%), best:    9743/10000 (97.43%), error:       837.45605, best error:       877.53192 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:46:47 (73018): called boinc_finish(0)

</stderr_txt>
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