Nameexact_genome_1512568488_41_6280_1
Workunit2602712
Created7 Dec 2017, 19:02:46 UTC
Sent7 Dec 2017, 19:06:34 UTC
Report deadline17 Dec 2017, 3:18:16 UTC
Received8 Dec 2017, 6:18:44 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67663
Run time2 hours 37 min 58 sec
CPU time2 hours 37 min 54 sec
Validate stateValid
Credit2,335.37
Device peak FLOPS3.95 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.85 MB
Peak swap size153.50 MB
Peak disk usage1.15 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: 87.0475845337s, input_fired_time: 1.0667147636, output_fired_time: 0.6643629670, propagate_forward_time: 32.8682594299, propagate_backward_time: 50.5721244812, weight_update_time: 0.0740854442, other_time: 1.8761291504
epoch time: 6.9097414017s, input_fired_time: 0.1113858223, output_fired_time: 0.0000000000, propagate_forward_time: 6.4659047127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324508667
validation[          , genome  6280] predictions:    9649/  10000 (96.49%), best:    9694/10000 (96.94%), error:      1152.07935, best error:       999.67175 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 86.2633895874s, input_fired_time: 1.0654975176, output_fired_time: 0.6788732409, propagate_forward_time: 32.5488395691, propagate_backward_time: 50.1011238098, weight_update_time: 0.0742341876, other_time: 1.8690567017
epoch time: 6.9932923317s, input_fired_time: 0.1141478568, output_fired_time: 0.0000000000, propagate_forward_time: 6.5380897522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410549164
validation[          , genome  6280] predictions:    9670/  10000 (96.70%), best:    9694/10000 (96.94%), error:      1114.33459, best error:       999.67175 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 86.5465850830s, input_fired_time: 1.0722342730, output_fired_time: 0.6617054343, propagate_forward_time: 32.6509323120, propagate_backward_time: 50.2436141968, weight_update_time: 0.0761049464, other_time: 1.9180984497
epoch time: 6.7293815613s, input_fired_time: 0.1103667319, output_fired_time: 0.0000000000, propagate_forward_time: 6.2953019142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3237128258
validation[          , genome  6280] predictions:    9684/  10000 (96.84%), best:    9694/10000 (96.94%), error:      1017.00977, best error:       999.67175 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 88.3222808838s, input_fired_time: 1.0887244940, output_fired_time: 0.6634393930, propagate_forward_time: 33.2627372742, propagate_backward_time: 51.3588600159, weight_update_time: 0.0762064531, other_time: 1.9485244751
epoch time: 6.9215993881s, input_fired_time: 0.1161538810, output_fired_time: 0.0000000000, propagate_forward_time: 6.4662656784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391799927
validation[          , genome  6280] predictions:    9679/  10000 (96.79%), best:    9694/10000 (96.94%), error:      1035.17163, best error:       999.67175 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 85.4805374146s, input_fired_time: 1.0737308264, output_fired_time: 0.6546047926, propagate_forward_time: 32.1755180359, propagate_backward_time: 49.7097625732, weight_update_time: 0.0734530091, other_time: 1.8669242859
epoch time: 6.9632153511s, input_fired_time: 0.1156816036, output_fired_time: 0.0000000000, propagate_forward_time: 6.5058526993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3416810036
validation[          , genome  6280] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       906.56946, best error:       906.56946 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 87.0333251953s, input_fired_time: 1.1258046627, output_fired_time: 0.6555274725, propagate_forward_time: 32.4908714294, propagate_backward_time: 50.6240501404, weight_update_time: 0.0782505274, other_time: 2.1370773315
epoch time: 6.8169388771s, input_fired_time: 0.1137403622, output_fired_time: 0.0000000000, propagate_forward_time: 6.3633866310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3398118019
validation[          , genome  6280] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       903.11224, best error:       903.11224 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 87.0237426758s, input_fired_time: 1.1340616941, output_fired_time: 0.7034139633, propagate_forward_time: 32.7273597717, propagate_backward_time: 50.3261947632, weight_update_time: 0.0797225386, other_time: 2.1327095032
epoch time: 6.9607520103s, input_fired_time: 0.1161238328, output_fired_time: 0.0000000000, propagate_forward_time: 6.4936351776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509931564
validation[          , genome  6280] predictions:    9695/  10000 (96.95%), best:    9721/10000 (97.21%), error:      1003.70807, best error:       903.11224 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 85.9315567017s, input_fired_time: 1.1234580278, output_fired_time: 0.6466429830, propagate_forward_time: 32.1478614807, propagate_backward_time: 49.9374771118, weight_update_time: 0.0791015849, other_time: 2.0761146545
epoch time: 7.4730391502s, input_fired_time: 0.1209886074, output_fired_time: 0.0000000000, propagate_forward_time: 6.9887828827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632678986
validation[          , genome  6280] predictions:    9701/  10000 (97.01%), best:    9721/10000 (97.21%), error:       976.34369, best error:       903.11224 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 89.0050125122s, input_fired_time: 1.0997128487, output_fired_time: 0.6694245338, propagate_forward_time: 33.3439216614, propagate_backward_time: 51.8199157715, weight_update_time: 0.0805322379, other_time: 2.0720329285
epoch time: 7.0570969582s, input_fired_time: 0.1351928860, output_fired_time: 0.0000000000, propagate_forward_time: 6.5798778534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420262337
validation[          , genome  6280] predictions:    9699/  10000 (96.99%), best:    9721/10000 (97.21%), error:       933.08362, best error:       903.11224 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 90.4009017944s, input_fired_time: 1.1175957918, output_fired_time: 0.6752555370, propagate_forward_time: 33.8598251343, propagate_backward_time: 52.7762184143, weight_update_time: 0.0767956823, other_time: 1.9720039368
epoch time: 6.8787841797s, input_fired_time: 0.1128500476, output_fired_time: 0.0000000000, propagate_forward_time: 6.4382557869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3276782036
validation[          , genome  6280] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       854.48480, best error:       854.48480 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 84.2165756226s, input_fired_time: 1.0750254393, output_fired_time: 0.6392692924, propagate_forward_time: 31.5868606567, propagate_backward_time: 48.9586105347, weight_update_time: 0.0783064514, other_time: 1.9568099976
epoch time: 6.7937617302s, input_fired_time: 0.1167303622, output_fired_time: 0.0000000000, propagate_forward_time: 6.3405799866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364515305
validation[          , genome  6280] predictions:    9675/  10000 (96.75%), best:    9731/10000 (97.31%), error:      1012.62720, best error:       854.48480 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 85.9014358521s, input_fired_time: 1.0939326286, output_fired_time: 0.6521850824, propagate_forward_time: 32.2022056580, propagate_backward_time: 50.0003395081, weight_update_time: 0.0761371180, other_time: 1.9527740479
epoch time: 7.3489561081s, input_fired_time: 0.1196158230, output_fired_time: 0.0000000000, propagate_forward_time: 6.8768978119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524422646
validation[          , genome  6280] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       812.90417, best error:       812.90417 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 84.2985458374s, input_fired_time: 1.0651324987, output_fired_time: 0.6490399837, propagate_forward_time: 31.7584419250, propagate_backward_time: 48.9634056091, weight_update_time: 0.0724322572, other_time: 1.8625259399
epoch time: 7.1542963982s, input_fired_time: 0.1174309030, output_fired_time: 0.0000000000, propagate_forward_time: 6.6965045929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3403611183
validation[          , genome  6280] predictions:    9674/  10000 (96.74%), best:    9734/10000 (97.34%), error:      1062.37842, best error:       812.90417 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 84.0809478760s, input_fired_time: 1.0602210760, output_fired_time: 0.6506681442, propagate_forward_time: 31.6106758118, propagate_backward_time: 48.9081878662, weight_update_time: 0.0727860555, other_time: 1.8512001038
epoch time: 7.1762309074s, input_fired_time: 0.1169513911, output_fired_time: 0.0000000000, propagate_forward_time: 6.7162694931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3430099487
validation[          , genome  6280] predictions:    9692/  10000 (96.92%), best:    9734/10000 (97.34%), error:       955.12189, best error:       812.90417 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 87.9012222290s, input_fired_time: 1.1035267115, output_fired_time: 0.6681467891, propagate_forward_time: 33.0161323547, propagate_backward_time: 51.2128257751, weight_update_time: 0.0754079372, other_time: 1.9005966187
epoch time: 6.6510114670s, input_fired_time: 0.1114908978, output_fired_time: 0.0000000000, propagate_forward_time: 6.2185082436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210124969
validation[          , genome  6280] predictions:    9705/  10000 (97.05%), best:    9734/10000 (97.34%), error:       969.53339, best error:       812.90417 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 85.3868942261s, input_fired_time: 1.0666875839, output_fired_time: 0.6586696506, propagate_forward_time: 32.1664237976, propagate_backward_time: 49.6435317993, weight_update_time: 0.0736677945, other_time: 1.8515815735
epoch time: 6.7262840271s, input_fired_time: 0.1118107438, output_fired_time: 0.0000000000, propagate_forward_time: 6.2910923958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3233809471
validation[          , genome  6280] predictions:    9721/  10000 (97.21%), best:    9734/10000 (97.34%), error:       899.24304, best error:       812.90417 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 83.7541427612s, input_fired_time: 1.0749361515, output_fired_time: 0.6412746906, propagate_forward_time: 31.4294738770, propagate_backward_time: 48.6861267090, weight_update_time: 0.0769169182, other_time: 1.9223327637
epoch time: 6.7737264633s, input_fired_time: 0.1122183204, output_fired_time: 0.0000000000, propagate_forward_time: 6.3306221962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3308858871
validation[          , genome  6280] predictions:    9697/  10000 (96.97%), best:    9734/10000 (97.34%), error:       982.18579, best error:       812.90417 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 85.1326599121s, input_fired_time: 1.1023336649, output_fired_time: 0.6401779056, propagate_forward_time: 31.7062320709, propagate_backward_time: 49.7348327637, weight_update_time: 0.0767467842, other_time: 1.9490890503
epoch time: 6.8450093269s, input_fired_time: 0.1165539846, output_fired_time: 0.0000000000, propagate_forward_time: 6.3904814720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3379740715
validation[          , genome  6280] predictions:    9720/  10000 (97.20%), best:    9734/10000 (97.34%), error:       883.49756, best error:       812.90417 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 91.1847381592s, input_fired_time: 1.1383548975, output_fired_time: 0.7021543980, propagate_forward_time: 34.2531623840, propagate_backward_time: 53.0775413513, weight_update_time: 0.0777122304, other_time: 2.0135269165
epoch time: 8.1010065079s, input_fired_time: 0.1265066415, output_fired_time: 0.0000000000, propagate_forward_time: 7.5742521286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002475739
validation[          , genome  6280] predictions:    9703/  10000 (97.03%), best:    9734/10000 (97.34%), error:       963.15240, best error:       812.90417 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 85.8054046631s, input_fired_time: 1.0763180256, output_fired_time: 0.6569001079, propagate_forward_time: 32.2176208496, propagate_backward_time: 49.9624481201, weight_update_time: 0.0739700794, other_time: 1.8921203613
epoch time: 6.9570126534s, input_fired_time: 0.1153478399, output_fired_time: 0.0000000000, propagate_forward_time: 6.5067224503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3349423409
validation[          , genome  6280] predictions:    9667/  10000 (96.67%), best:    9734/10000 (97.34%), error:      1070.33069, best error:       812.90417 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 86.0805816650s, input_fired_time: 1.0787477493, output_fired_time: 0.6769670248, propagate_forward_time: 32.4412841797, propagate_backward_time: 49.9889297485, weight_update_time: 0.0741483942, other_time: 1.8946533203
epoch time: 6.9699950218s, input_fired_time: 0.1148212627, output_fired_time: 0.0000000000, propagate_forward_time: 6.5151982307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399753571
validation[          , genome  6280] predictions:    9727/  10000 (97.27%), best:    9734/10000 (97.34%), error:       931.67017, best error:       812.90417 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 87.3702087402s, input_fired_time: 1.0902526379, output_fired_time: 0.6729008555, propagate_forward_time: 32.9686012268, propagate_backward_time: 50.7159843445, weight_update_time: 0.0751858279, other_time: 1.9224700928
epoch time: 7.2178368568s, input_fired_time: 0.1194933727, output_fired_time: 0.0000000000, propagate_forward_time: 6.7463140488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520293236
validation[          , genome  6280] predictions:    9724/  10000 (97.24%), best:    9734/10000 (97.34%), error:       860.97339, best error:       812.90417 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 85.1822738647s, input_fired_time: 1.0942015648, output_fired_time: 0.6698625088, propagate_forward_time: 31.9163570404, propagate_backward_time: 49.6333923340, weight_update_time: 0.0734592155, other_time: 1.8684616089
epoch time: 6.7316036224s, input_fired_time: 0.1128705591, output_fired_time: 0.0000000000, propagate_forward_time: 6.2910947800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3276381493
validation[          , genome  6280] predictions:    9737/  10000 (97.37%), best:    9734/10000 (97.34%), error:       859.95502, best error:       812.90417 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 84.2491302490s, input_fired_time: 1.1038002968, output_fired_time: 0.6457732916, propagate_forward_time: 31.6513729095, propagate_backward_time: 48.9130630493, weight_update_time: 0.0752445012, other_time: 1.9351196289
epoch time: 6.8017034531s, input_fired_time: 0.1166078895, output_fired_time: 0.0000000000, propagate_forward_time: 6.3456397057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394560814
validation[          , genome  6280] predictions:    9722/  10000 (97.22%), best:    9734/10000 (97.34%), error:       883.46863, best error:       812.90417 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 85.8088073730s, input_fired_time: 1.0803737640, output_fired_time: 0.6516351104, propagate_forward_time: 32.1951446533, propagate_backward_time: 49.9658203125, weight_update_time: 0.0740094781, other_time: 1.9158325195
epoch time: 6.9286818504s, input_fired_time: 0.1159146130, output_fired_time: 0.0000000000, propagate_forward_time: 6.4798130989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3329539299
validation[          , genome  6280] predictions:    9710/  10000 (97.10%), best:    9734/10000 (97.34%), error:       918.08936, best error:       812.90417 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 85.5440292358s, input_fired_time: 1.0721286535, output_fired_time: 0.6641080976, propagate_forward_time: 32.1098709106, propagate_backward_time: 49.8119621277, weight_update_time: 0.0730040967, other_time: 1.8859596252
epoch time: 6.7901468277s, input_fired_time: 0.1152799278, output_fired_time: 0.0000000000, propagate_forward_time: 6.3356585503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3392081261
validation[          , genome  6280] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       808.17798, best error:       808.17798 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 86.7824249268s, input_fired_time: 1.0883231163, output_fired_time: 0.6653677225, propagate_forward_time: 32.8308677673, propagate_backward_time: 50.3132896423, weight_update_time: 0.0744417831, other_time: 1.8845748901
epoch time: 6.7381916046s, input_fired_time: 0.1135566086, output_fired_time: 0.0000000000, propagate_forward_time: 6.2956299782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3290052414
validation[          , genome  6280] predictions:    9731/  10000 (97.31%), best:    9751/10000 (97.51%), error:       830.86780, best error:       808.17798 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 84.5868453979s, input_fired_time: 1.0747644901, output_fired_time: 0.6515831947, propagate_forward_time: 31.9048290253, propagate_backward_time: 49.1235809326, weight_update_time: 0.0727176517, other_time: 1.8320846558
epoch time: 6.8931255341s, input_fired_time: 0.1140571237, output_fired_time: 0.0000000000, propagate_forward_time: 6.4515867233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3274817467
validation[          , genome  6280] predictions:    9705/  10000 (97.05%), best:    9751/10000 (97.51%), error:       932.79144, best error:       808.17798 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 89.2856903076s, input_fired_time: 1.1040276289, output_fired_time: 0.6779800057, propagate_forward_time: 33.6351432800, propagate_backward_time: 51.9302291870, weight_update_time: 0.0769463480, other_time: 1.9383125305
epoch time: 7.6407318115s, input_fired_time: 0.1249235272, output_fired_time: 0.0000000000, propagate_forward_time: 7.1595296860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3562784195
validation[          , genome  6280] predictions:    9728/  10000 (97.28%), best:    9751/10000 (97.51%), error:       849.61774, best error:       808.17798 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 84.0204544067s, input_fired_time: 1.0789862871, output_fired_time: 0.6373327374, propagate_forward_time: 31.6261062622, propagate_backward_time: 48.7574844360, weight_update_time: 0.0771195963, other_time: 1.9205474854
epoch time: 6.6501708031s, input_fired_time: 0.1160133481, output_fired_time: 0.0000000000, propagate_forward_time: 6.2016687393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324885368
validation[          , genome  6280] predictions:    9725/  10000 (97.25%), best:    9751/10000 (97.51%), error:       869.97729, best error:       808.17798 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 85.0829467773s, input_fired_time: 1.0714908838, output_fired_time: 0.6455226541, propagate_forward_time: 31.9919147491, propagate_backward_time: 49.5480537415, weight_update_time: 0.0727375448, other_time: 1.8259696960
epoch time: 7.0809240341s, input_fired_time: 0.1189634204, output_fired_time: 0.0000000000, propagate_forward_time: 6.6171965599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3447642326
validation[          , genome  6280] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       804.43005, best error:       804.43005 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 85.8089828491s, input_fired_time: 1.0784153938, output_fired_time: 0.6609414816, propagate_forward_time: 32.2948684692, propagate_backward_time: 49.8668365479, weight_update_time: 0.0738898218, other_time: 1.9079208374
epoch time: 6.8227100372s, input_fired_time: 0.1209183410, output_fired_time: 0.0000000000, propagate_forward_time: 6.3505010605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3512907028
validation[          , genome  6280] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       796.69800, best error:       796.69800 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 87.1643295288s, input_fired_time: 1.0913939476, output_fired_time: 0.6656126380, propagate_forward_time: 32.8155288696, propagate_backward_time: 50.6638603210, weight_update_time: 0.0758112520, other_time: 1.9279365540
epoch time: 6.8731627464s, input_fired_time: 0.1147948056, output_fired_time: 0.0000000000, propagate_forward_time: 6.4272160530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3311519623
validation[          , genome  6280] predictions:    9709/  10000 (97.09%), best:    9746/10000 (97.46%), error:       863.32758, best error:       796.69800 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 85.4768676758s, input_fired_time: 1.0870561600, output_fired_time: 0.6546025276, propagate_forward_time: 32.2996101379, propagate_backward_time: 49.5290451050, weight_update_time: 0.0761424154, other_time: 1.9065513611
epoch time: 6.7787318230s, input_fired_time: 0.1160472259, output_fired_time: 0.0000000000, propagate_forward_time: 6.3151516914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475327492
validation[          , genome  6280] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       796.15283, best error:       796.15283 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 85.5563888550s, input_fired_time: 1.0746350288, output_fired_time: 0.6610622406, propagate_forward_time: 32.2446403503, propagate_backward_time: 49.7284049988, weight_update_time: 0.0737578273, other_time: 1.8476409912
epoch time: 6.8874917030s, input_fired_time: 0.1166004166, output_fired_time: 0.0000000000, propagate_forward_time: 6.4360222816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3348689079
validation[          , genome  6280] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       777.01990, best error:       777.01990 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 84.8733520508s, input_fired_time: 1.0716346502, output_fired_time: 0.6688907146, propagate_forward_time: 31.8933753967, propagate_backward_time: 49.4063720703, weight_update_time: 0.0731519461, other_time: 1.8330802917
epoch time: 6.6263303757s, input_fired_time: 0.1122891605, output_fired_time: 0.0000000000, propagate_forward_time: 6.1952939034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3187475204
validation[          , genome  6280] predictions:    9749/  10000 (97.49%), best:    9767/10000 (97.67%), error:       788.37250, best error:       777.01990 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 85.8880004883s, input_fired_time: 1.0792007446, output_fired_time: 0.6907209158, propagate_forward_time: 32.3326911926, propagate_backward_time: 49.8983612061, weight_update_time: 0.0939230025, other_time: 1.8870277405
epoch time: 6.8583540916s, input_fired_time: 0.1536782235, output_fired_time: 0.0000000000, propagate_forward_time: 6.3810000420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3236756325
validation[          , genome  6280] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       803.03680, best error:       777.01990 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 88.0161056519s, input_fired_time: 1.1016495228, output_fired_time: 0.6667814255, propagate_forward_time: 33.0468177795, propagate_backward_time: 51.2337074280, weight_update_time: 0.0766697377, other_time: 1.9671554565
epoch time: 6.7455196381s, input_fired_time: 0.1183311492, output_fired_time: 0.0000000000, propagate_forward_time: 6.2860183716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3411703110
validation[          , genome  6280] predictions:    9756/  10000 (97.56%), best:    9767/10000 (97.67%), error:       795.09894, best error:       777.01990 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 87.2462081909s, input_fired_time: 1.0869971514, output_fired_time: 0.6680372953, propagate_forward_time: 32.9065704346, propagate_backward_time: 50.6919631958, weight_update_time: 0.0748004094, other_time: 1.8926391602
epoch time: 7.1494345665s, input_fired_time: 0.1179458573, output_fired_time: 0.0000000000, propagate_forward_time: 6.6834831238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480057716
validation[          , genome  6280] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       769.19434, best error:       769.19434 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 86.4905700684s, input_fired_time: 1.0904079676, output_fired_time: 0.6580638885, propagate_forward_time: 32.6380538940, propagate_backward_time: 50.2144317627, weight_update_time: 0.0747045204, other_time: 1.8896102905
epoch time: 6.8493814468s, input_fired_time: 0.1149287075, output_fired_time: 0.0000000000, propagate_forward_time: 6.4016456604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3328070641
validation[          , genome  6280] predictions:    9760/  10000 (97.60%), best:    9757/10000 (97.57%), error:       773.50519, best error:       769.19434 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 87.9742965698s, input_fired_time: 1.0970300436, output_fired_time: 0.6647918820, propagate_forward_time: 33.1672058105, propagate_backward_time: 51.1445236206, weight_update_time: 0.0749604478, other_time: 1.9007415771
epoch time: 7.2744731903s, input_fired_time: 0.1200794503, output_fired_time: 0.0000000000, propagate_forward_time: 6.8091597557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3452339172
validation[          , genome  6280] predictions:    9703/  10000 (97.03%), best:    9757/10000 (97.57%), error:       925.92474, best error:       769.19434 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 84.6482391357s, input_fired_time: 1.0736479759, output_fired_time: 0.6474479437, propagate_forward_time: 31.9660472870, propagate_backward_time: 49.1246719360, weight_update_time: 0.0729245394, other_time: 1.8364257812
epoch time: 7.3712739944s, input_fired_time: 0.1236545369, output_fired_time: 0.0000000000, propagate_forward_time: 6.8953032494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523163795
validation[          , genome  6280] predictions:    9755/  10000 (97.55%), best:    9757/10000 (97.57%), error:       813.10016, best error:       769.19434 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 84.8687820435s, input_fired_time: 1.0772024393, output_fired_time: 0.6400326490, propagate_forward_time: 31.9908046722, propagate_backward_time: 49.3291435242, weight_update_time: 0.0730197281, other_time: 1.8316001892
epoch time: 7.0677452087s, input_fired_time: 0.1180018336, output_fired_time: 0.0000000000, propagate_forward_time: 6.6100845337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3396587372
validation[          , genome  6280] predictions:    9730/  10000 (97.30%), best:    9757/10000 (97.57%), error:       876.60822, best error:       769.19434 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 87.3095855713s, input_fired_time: 1.0945569277, output_fired_time: 0.6593013406, propagate_forward_time: 32.7180366516, propagate_backward_time: 50.9329071045, weight_update_time: 0.0764201358, other_time: 1.9047813416
epoch time: 7.0542778969s, input_fired_time: 0.1201432720, output_fired_time: 0.0000000000, propagate_forward_time: 6.5935354233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405990601
validation[          , genome  6280] predictions:    9624/  10000 (96.24%), best:    9757/10000 (97.57%), error:      1141.33789, best error:       769.19434 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 87.0070800781s, input_fired_time: 1.0912185907, output_fired_time: 0.6852904558, propagate_forward_time: 32.7382354736, propagate_backward_time: 50.5778808594, weight_update_time: 0.0744415969, other_time: 1.9144592285
epoch time: 6.7744441032s, input_fired_time: 0.1144139394, output_fired_time: 0.0000000000, propagate_forward_time: 6.3317322731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3282980919
validation[          , genome  6280] predictions:    9742/  10000 (97.42%), best:    9757/10000 (97.57%), error:       778.62903, best error:       769.19434 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 85.5648574829s, input_fired_time: 1.0823192596, output_fired_time: 0.6566050649, propagate_forward_time: 32.2339859009, propagate_backward_time: 49.7243614197, weight_update_time: 0.0737886131, other_time: 1.8675804138
epoch time: 7.0305147171s, input_fired_time: 0.1179271415, output_fired_time: 0.0000000000, propagate_forward_time: 6.5723042488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402833939
validation[          , genome  6280] predictions:    9745/  10000 (97.45%), best:    9757/10000 (97.57%), error:       813.74249, best error:       769.19434 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 89.5736007690s, input_fired_time: 1.1153290272, output_fired_time: 0.6711956859, propagate_forward_time: 33.6405944824, propagate_backward_time: 52.1847763062, weight_update_time: 0.0780438855, other_time: 1.9617080688
epoch time: 7.2994089127s, input_fired_time: 0.1194229648, output_fired_time: 0.0000000000, propagate_forward_time: 6.8372998238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3426861763
validation[          , genome  6280] predictions:    9701/  10000 (97.01%), best:    9757/10000 (97.57%), error:       948.77991, best error:       769.19434 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 87.5207824707s, input_fired_time: 1.1166003942, output_fired_time: 0.6646667719, propagate_forward_time: 33.0405082703, propagate_backward_time: 50.7823448181, weight_update_time: 0.0757406875, other_time: 1.9166641235
epoch time: 6.7066769600s, input_fired_time: 0.1186896861, output_fired_time: 0.0000000000, propagate_forward_time: 6.2515969276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3363904953
validation[          , genome  6280] predictions:    9753/  10000 (97.53%), best:    9757/10000 (97.57%), error:       804.85931, best error:       769.19434 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 86.6098480225s, input_fired_time: 1.1065661907, output_fired_time: 0.6579928398, propagate_forward_time: 32.6361656189, propagate_backward_time: 50.2602500916, weight_update_time: 0.0771985129, other_time: 1.9488754272
epoch time: 6.6766290665s, input_fired_time: 0.1204983443, output_fired_time: 0.0000000000, propagate_forward_time: 6.2134051323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427257538
validation[          , genome  6280] predictions:    9739/  10000 (97.39%), best:    9757/10000 (97.57%), error:       830.43085, best error:       769.19434 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 83.6204681396s, input_fired_time: 1.0933785439, output_fired_time: 0.6402753592, propagate_forward_time: 31.3602409363, propagate_backward_time: 48.5529556274, weight_update_time: 0.0776745901, other_time: 1.9736213684
epoch time: 6.8223767281s, input_fired_time: 0.1209098250, output_fired_time: 0.0000000000, propagate_forward_time: 6.3572926521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441743851
validation[          , genome  6280] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       719.30933, best error:       719.30933 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 84.9600067139s, input_fired_time: 1.0933500528, output_fired_time: 0.6459828615, propagate_forward_time: 31.9548816681, propagate_backward_time: 49.3257293701, weight_update_time: 0.0755762532, other_time: 1.9400634766
epoch time: 7.3901352882s, input_fired_time: 0.1284811348, output_fired_time: 0.0000000000, propagate_forward_time: 6.9095616341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520927429
validation[          , genome  6280] predictions:    9742/  10000 (97.42%), best:    9775/10000 (97.75%), error:       795.83911, best error:       719.30933 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 89.3799819946s, input_fired_time: 1.1114697456, output_fired_time: 0.6742190719, propagate_forward_time: 33.7823028564, propagate_backward_time: 51.8693771362, weight_update_time: 0.0765075013, other_time: 1.9426116943
epoch time: 7.0824546814s, input_fired_time: 0.1205816641, output_fired_time: 0.0000000000, propagate_forward_time: 6.6068496704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550233841
validation[          , genome  6280] predictions:    9734/  10000 (97.34%), best:    9775/10000 (97.75%), error:       853.41492, best error:       719.30933 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 87.1456909180s, input_fired_time: 1.1158002615, output_fired_time: 0.6639073491, propagate_forward_time: 32.8425865173, propagate_backward_time: 50.6082725525, weight_update_time: 0.0752486959, other_time: 1.9151229858
epoch time: 6.6532459259s, input_fired_time: 0.1133208051, output_fired_time: 0.0000000000, propagate_forward_time: 6.2174038887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225212097
validation[          , genome  6280] predictions:    9763/  10000 (97.63%), best:    9775/10000 (97.75%), error:       759.97809, best error:       719.30933 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 83.9242019653s, input_fired_time: 1.0725411177, output_fired_time: 0.6460447907, propagate_forward_time: 31.6252708435, propagate_backward_time: 48.7532844543, weight_update_time: 0.0727774873, other_time: 1.8270645142
epoch time: 6.7069349289s, input_fired_time: 0.1172224209, output_fired_time: 0.0000000000, propagate_forward_time: 6.2561693192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3335433006
validation[          , genome  6280] predictions:    9755/  10000 (97.55%), best:    9775/10000 (97.75%), error:       810.87299, best error:       719.30933 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 89.0515060425s, input_fired_time: 1.1267300844, output_fired_time: 0.6733565927, propagate_forward_time: 33.4543991089, propagate_backward_time: 51.8920593262, weight_update_time: 0.0758827329, other_time: 1.9049606323
epoch time: 6.6582393646s, input_fired_time: 0.1178874746, output_fired_time: 0.0000000000, propagate_forward_time: 6.2049794197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353724480
validation[          , genome  6280] predictions:    9714/  10000 (97.14%), best:    9775/10000 (97.75%), error:       891.97217, best error:       719.30933 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 84.3347167969s, input_fired_time: 1.0880475044, output_fired_time: 0.6401834488, propagate_forward_time: 31.7483139038, propagate_backward_time: 48.9365234375, weight_update_time: 0.0764472708, other_time: 1.9216461182
epoch time: 6.6560163498s, input_fired_time: 0.1168605983, output_fired_time: 0.0000000000, propagate_forward_time: 6.2026576996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364982605
validation[          , genome  6280] predictions:    9731/  10000 (97.31%), best:    9775/10000 (97.75%), error:       847.27826, best error:       719.30933 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 84.2136306763s, input_fired_time: 1.0972774029, output_fired_time: 0.6462436914, propagate_forward_time: 31.6645984650, propagate_backward_time: 48.8427391052, weight_update_time: 0.0772157833, other_time: 1.9627799988
epoch time: 6.7450246811s, input_fired_time: 0.1152137816, output_fired_time: 0.0000000000, propagate_forward_time: 6.3067340851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3230767250
validation[          , genome  6280] predictions:    9760/  10000 (97.60%), best:    9775/10000 (97.75%), error:       768.13611, best error:       719.30933 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 86.2450332642s, input_fired_time: 1.0938261747, output_fired_time: 0.6618994474, propagate_forward_time: 32.6289558411, propagate_backward_time: 49.9470138550, weight_update_time: 0.0744397566, other_time: 1.9133415222
epoch time: 7.0027408600s, input_fired_time: 0.1177651361, output_fired_time: 0.0000000000, propagate_forward_time: 6.5532255173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317503929
validation[          , genome  6280] predictions:    9733/  10000 (97.33%), best:    9775/10000 (97.75%), error:       852.63312, best error:       719.30933 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 87.1600036621s, input_fired_time: 1.0982217789, output_fired_time: 0.6719927192, propagate_forward_time: 32.8352432251, propagate_backward_time: 50.6605110168, weight_update_time: 0.0750971064, other_time: 1.8940391541
epoch time: 7.0978450775s, input_fired_time: 0.1190252081, output_fired_time: 0.0000000000, propagate_forward_time: 6.6449809074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3338389397
validation[          , genome  6280] predictions:    9715/  10000 (97.15%), best:    9775/10000 (97.75%), error:       932.31744, best error:       719.30933 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 85.6047439575s, input_fired_time: 1.0871105194, output_fired_time: 0.6564332247, propagate_forward_time: 32.2967224121, propagate_backward_time: 49.7007484436, weight_update_time: 0.0752867609, other_time: 1.8637275696
epoch time: 7.7915182114s, input_fired_time: 0.1262784451, output_fired_time: 0.0000000000, propagate_forward_time: 7.3089270592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563127518
validation[          , genome  6280] predictions:    9737/  10000 (97.37%), best:    9775/10000 (97.75%), error:       841.04620, best error:       719.30933 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 89.9947204590s, input_fired_time: 1.1149784327, output_fired_time: 0.6707458496, propagate_forward_time: 33.8318061829, propagate_backward_time: 52.4447822571, weight_update_time: 0.0763731375, other_time: 1.9324111938
epoch time: 7.0487895012s, input_fired_time: 0.1179265976, output_fired_time: 0.0000000000, propagate_forward_time: 6.5983796120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324832916
validation[          , genome  6280] predictions:    9771/  10000 (97.71%), best:    9775/10000 (97.75%), error:       759.61188, best error:       719.30933 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 87.6211090088s, input_fired_time: 1.1132590771, output_fired_time: 0.6651005745, propagate_forward_time: 32.9960746765, propagate_backward_time: 50.9087524414, weight_update_time: 0.0752768070, other_time: 1.9379234314
epoch time: 6.7790126801s, input_fired_time: 0.1173946038, output_fired_time: 0.0000000000, propagate_forward_time: 6.3265419006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3350763321
validation[          , genome  6280] predictions:    9746/  10000 (97.46%), best:    9775/10000 (97.75%), error:       790.68701, best error:       719.30933 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 84.6543655396s, input_fired_time: 1.0986082554, output_fired_time: 0.6439359188, propagate_forward_time: 31.8841514587, propagate_backward_time: 49.1069946289, weight_update_time: 0.0758474916, other_time: 1.9206733704
epoch time: 7.0243358612s, input_fired_time: 0.1411159933, output_fired_time: 0.0000000000, propagate_forward_time: 6.5230312347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601884842
validation[          , genome  6280] predictions:    9757/  10000 (97.57%), best:    9775/10000 (97.75%), error:       794.94635, best error:       719.30933 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 86.2414550781s, input_fired_time: 1.0979647636, output_fired_time: 0.6854339242, propagate_forward_time: 32.4593734741, propagate_backward_time: 50.0746269226, weight_update_time: 0.0742527768, other_time: 1.9240608215
epoch time: 6.8157911301s, input_fired_time: 0.1180250943, output_fired_time: 0.0000000000, propagate_forward_time: 6.3656172752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321485519
validation[          , genome  6280] predictions:    9754/  10000 (97.54%), best:    9775/10000 (97.75%), error:       827.13324, best error:       719.30933 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 85.1352157593s, input_fired_time: 1.0904864073, output_fired_time: 0.6584045887, propagate_forward_time: 31.9586582184, propagate_backward_time: 49.5170326233, weight_update_time: 0.0739273578, other_time: 1.9106407166
epoch time: 6.7527289391s, input_fired_time: 0.1179918125, output_fired_time: 0.0000000000, propagate_forward_time: 6.2970547676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3376822472
validation[          , genome  6280] predictions:    9763/  10000 (97.63%), best:    9775/10000 (97.75%), error:       781.71906, best error:       719.30933 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 86.1118698120s, input_fired_time: 1.1002056599, output_fired_time: 0.6590790749, propagate_forward_time: 32.3357772827, propagate_backward_time: 50.0885238647, weight_update_time: 0.0754572749, other_time: 1.9282836914
epoch time: 6.7240824699s, input_fired_time: 0.1160922721, output_fired_time: 0.0000000000, propagate_forward_time: 6.2814612389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3265290260
validation[          , genome  6280] predictions:    9759/  10000 (97.59%), best:    9775/10000 (97.75%), error:       780.94238, best error:       719.30933 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 85.9742813110s, input_fired_time: 1.1334158182, output_fired_time: 0.6538964510, propagate_forward_time: 32.2720603943, propagate_backward_time: 50.0224952698, weight_update_time: 0.0759863779, other_time: 1.8924102783
epoch time: 6.7628669739s, input_fired_time: 0.1167649925, output_fired_time: 0.0000000000, propagate_forward_time: 6.3224515915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3236503601
validation[          , genome  6280] predictions:    9740/  10000 (97.40%), best:    9775/10000 (97.75%), error:       869.65460, best error:       719.30933 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 85.6287841797s, input_fired_time: 1.0910176039, output_fired_time: 0.6557397246, propagate_forward_time: 32.4520149231, propagate_backward_time: 49.5868186951, weight_update_time: 0.0734554902, other_time: 1.8431930542
epoch time: 8.1669025421s, input_fired_time: 0.1328117102, output_fired_time: 0.0000000000, propagate_forward_time: 7.6622719765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3718190193
validation[          , genome  6280] predictions:    9764/  10000 (97.64%), best:    9775/10000 (97.75%), error:       787.22723, best error:       719.30933 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 83.4969787598s, input_fired_time: 1.0952769518, output_fired_time: 0.6395213008, propagate_forward_time: 31.3694610596, propagate_backward_time: 48.4672241211, weight_update_time: 0.0762013644, other_time: 1.9254989624
epoch time: 7.2481923103s, input_fired_time: 0.1223673150, output_fired_time: 0.0000000000, propagate_forward_time: 6.7795124054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463125229
validation[          , genome  6280] predictions:    9740/  10000 (97.40%), best:    9775/10000 (97.75%), error:       794.50476, best error:       719.30933 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 86.9832000732s, input_fired_time: 1.1196690798, output_fired_time: 0.6520919204, propagate_forward_time: 32.8442993164, propagate_backward_time: 50.4483680725, weight_update_time: 0.0740659982, other_time: 1.9187736511
epoch time: 6.7427515984s, input_fired_time: 0.1207276061, output_fired_time: 0.0000000000, propagate_forward_time: 6.2807402611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3412837982
validation[          , genome  6280] predictions:    9707/  10000 (97.07%), best:    9775/10000 (97.75%), error:       898.74774, best error:       719.30933 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 87.5881423950s, input_fired_time: 1.1125501394, output_fired_time: 0.6684391499, propagate_forward_time: 33.0892715454, propagate_backward_time: 50.7857513428, weight_update_time: 0.0749393478, other_time: 1.9321289062
epoch time: 6.8387498856s, input_fired_time: 0.1175249591, output_fired_time: 0.0000000000, propagate_forward_time: 6.3884754181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3327493668
validation[          , genome  6280] predictions:    9748/  10000 (97.48%), best:    9775/10000 (97.75%), error:       794.44598, best error:       719.30933 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 87.8485946655s, input_fired_time: 1.1169785261, output_fired_time: 0.6665149927, propagate_forward_time: 33.0607757568, propagate_backward_time: 51.0627822876, weight_update_time: 0.0759863630, other_time: 1.9415435791
epoch time: 6.7949724197s, input_fired_time: 0.1182905883, output_fired_time: 0.0000000000, propagate_forward_time: 6.2975301743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3791518211
validation[          , genome  6280] predictions:    9756/  10000 (97.56%), best:    9775/10000 (97.75%), error:       797.76190, best error:       719.30933 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 87.8440170288s, input_fired_time: 1.1111156940, output_fired_time: 0.6643950343, propagate_forward_time: 32.8980369568, propagate_backward_time: 51.1943092346, weight_update_time: 0.0963583812, other_time: 1.9761581421
epoch time: 6.8438491821s, input_fired_time: 0.1194693372, output_fired_time: 0.0000000000, propagate_forward_time: 6.3849320412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394479752
validation[          , genome  6280] predictions:    9712/  10000 (97.12%), best:    9775/10000 (97.75%), error:       890.61932, best error:       719.30933 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 88.3729324341s, input_fired_time: 1.1053130627, output_fired_time: 0.6669055820, propagate_forward_time: 33.2023277283, propagate_backward_time: 51.4737472534, weight_update_time: 0.0755572468, other_time: 1.9246330261
epoch time: 6.9806027412s, input_fired_time: 0.1387556195, output_fired_time: 0.0000000000, propagate_forward_time: 6.5122771263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3295698166
validation[          , genome  6280] predictions:    9768/  10000 (97.68%), best:    9775/10000 (97.75%), error:       759.05206, best error:       719.30933 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 85.7561340332s, input_fired_time: 1.1186623573, output_fired_time: 0.6672492027, propagate_forward_time: 32.2209434509, propagate_backward_time: 49.8410606384, weight_update_time: 0.0750142708, other_time: 1.9082183838
epoch time: 6.7046580315s, input_fired_time: 0.1178730652, output_fired_time: 0.0000000000, propagate_forward_time: 6.2640619278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3227229118
validation[          , genome  6280] predictions:    9717/  10000 (97.17%), best:    9775/10000 (97.75%), error:       871.30316, best error:       719.30933 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 83.4733200073s, input_fired_time: 1.0759441853, output_fired_time: 0.6409302950, propagate_forward_time: 31.3931312561, propagate_backward_time: 48.5464096069, weight_update_time: 0.0719304308, other_time: 1.8169059753
epoch time: 6.9760451317s, input_fired_time: 0.1197102070, output_fired_time: 0.0000000000, propagate_forward_time: 6.5212974548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3350372314
validation[          , genome  6280] predictions:    9698/  10000 (96.98%), best:    9775/10000 (97.75%), error:       976.42804, best error:       719.30933 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 89.6600646973s, input_fired_time: 1.1254653931, output_fired_time: 0.6748563647, propagate_forward_time: 33.6812934875, propagate_backward_time: 52.1493721008, weight_update_time: 0.0766212791, other_time: 2.0290756226
epoch time: 7.0395412445s, input_fired_time: 0.1246848330, output_fired_time: 0.0000000000, propagate_forward_time: 6.5683031082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3465533257
validation[          , genome  6280] predictions:    9739/  10000 (97.39%), best:    9775/10000 (97.75%), error:       807.33075, best error:       719.30933 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 91.4057312012s, input_fired_time: 1.1425148249, output_fired_time: 0.6867267489, propagate_forward_time: 34.4631996155, propagate_backward_time: 53.0236663818, weight_update_time: 0.0776332989, other_time: 2.0896186829
epoch time: 7.7103343010s, input_fired_time: 0.1291332841, output_fired_time: 0.0000000000, propagate_forward_time: 7.2109155655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702855110
validation[          , genome  6280] predictions:    9741/  10000 (97.41%), best:    9775/10000 (97.75%), error:       884.60150, best error:       719.30933 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 89.7911682129s, input_fired_time: 1.1372542381, output_fired_time: 0.6780605912, propagate_forward_time: 33.8260841370, propagate_backward_time: 52.1653862000, weight_update_time: 0.0764223933, other_time: 1.9843826294
epoch time: 7.2353463173s, input_fired_time: 0.1453965157, output_fired_time: 0.0000000000, propagate_forward_time: 6.7420110703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479385376
validation[          , genome  6280] predictions:    9773/  10000 (97.73%), best:    9775/10000 (97.75%), error:       755.67596, best error:       719.30933 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 85.4398193359s, input_fired_time: 1.1100625992, output_fired_time: 0.6488649845, propagate_forward_time: 32.2348785400, propagate_backward_time: 49.5409622192, weight_update_time: 0.0744289905, other_time: 1.9050521851
epoch time: 6.9127159119s, input_fired_time: 0.1222371757, output_fired_time: 0.0000000000, propagate_forward_time: 6.4531393051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373394012
validation[          , genome  6280] predictions:    9765/  10000 (97.65%), best:    9775/10000 (97.75%), error:       751.10876, best error:       719.30933 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 88.7496261597s, input_fired_time: 1.1308124065, output_fired_time: 0.6902562380, propagate_forward_time: 33.4207534790, propagate_backward_time: 51.5449638367, weight_update_time: 0.0760779902, other_time: 1.9628410339
epoch time: 6.9734587669s, input_fired_time: 0.1231094450, output_fired_time: 0.0000000000, propagate_forward_time: 6.5068016052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3435478210
validation[          , genome  6280] predictions:    9755/  10000 (97.55%), best:    9775/10000 (97.75%), error:       778.73767, best error:       719.30933 on epoch:    63, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 83.4267349243s, input_fired_time: 1.0956504345, output_fired_time: 0.6394965053, propagate_forward_time: 31.3291358948, propagate_backward_time: 48.4821166992, weight_update_time: 0.0718891695, other_time: 1.8803367615
epoch time: 6.8178634644s, input_fired_time: 0.1218884513, output_fired_time: 0.0000000000, propagate_forward_time: 6.3610062599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3349685669
validation[          , genome  6280] predictions:    9756/  10000 (97.56%), best:    9775/10000 (97.75%), error:       819.17297, best error:       719.30933 on epoch:    63, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 83.7827987671s, input_fired_time: 1.0998324156, output_fired_time: 0.6446602941, propagate_forward_time: 31.5164432526, propagate_backward_time: 48.6406326294, weight_update_time: 0.0720365420, other_time: 1.8812332153
epoch time: 6.9247236252s, input_fired_time: 0.1231156662, output_fired_time: 0.0000000000, propagate_forward_time: 6.4611425400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404655457
validation[          , genome  6280] predictions:    9722/  10000 (97.22%), best:    9775/10000 (97.75%), error:       898.27667, best error:       719.30933 on epoch:    63, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 87.9590606689s, input_fired_time: 1.1296747923, output_fired_time: 0.6676399112, propagate_forward_time: 33.0366439819, propagate_backward_time: 51.1422996521, weight_update_time: 0.0948221311, other_time: 1.9827995300
epoch time: 7.2104096413s, input_fired_time: 0.1264796555, output_fired_time: 0.0000000000, propagate_forward_time: 6.7360215187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479084969
validation[          , genome  6280] predictions:    9749/  10000 (97.49%), best:    9775/10000 (97.75%), error:       802.96503, best error:       719.30933 on epoch:    63, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 87.8699035645s, input_fired_time: 1.1306105852, output_fired_time: 0.6696351767, propagate_forward_time: 33.1468048096, propagate_backward_time: 50.9656867981, weight_update_time: 0.0750506818, other_time: 1.9571723938
epoch time: 6.8317623138s, input_fired_time: 0.1197356954, output_fired_time: 0.0000000000, propagate_forward_time: 6.3763895035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356370926
validation[          , genome  6280] predictions:    9733/  10000 (97.33%), best:    9775/10000 (97.75%), error:       874.07831, best error:       719.30933 on epoch:    63, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 84.9584121704s, input_fired_time: 1.1130383015, output_fired_time: 0.6482974291, propagate_forward_time: 31.9456157684, propagate_backward_time: 49.3218078613, weight_update_time: 0.0728618875, other_time: 1.9296493530
epoch time: 6.6603555679s, input_fired_time: 0.1192133501, output_fired_time: 0.0000000000, propagate_forward_time: 6.2096972466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3314447403
validation[          , genome  6280] predictions:    9759/  10000 (97.59%), best:    9775/10000 (97.75%), error:       776.04700, best error:       719.30933 on epoch:    63, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 84.1507949829s, input_fired_time: 1.1060904264, output_fired_time: 0.6440053582, propagate_forward_time: 31.6350727081, propagate_backward_time: 48.7983703613, weight_update_time: 0.0732134879, other_time: 1.9672622681
epoch time: 6.6449747086s, input_fired_time: 0.1186360642, output_fired_time: 0.0000000000, propagate_forward_time: 6.1989507675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3273878098
validation[          , genome  6280] predictions:    9752/  10000 (97.52%), best:    9775/10000 (97.75%), error:       791.51910, best error:       719.30933 on epoch:    63, 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: 34.3610191345s, input_fired_time: 0.6008882523, output_fired_time: 0.0000000000, propagate_forward_time: 32.0180625916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7420692444
best training[          , genome  6280] predictions:   49523/  50000 (99.05%), best:    9775/10000 (97.75%), error:      1763.69434, best error:       719.30933 on epoch:    63, 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: 8.5862169266s, input_fired_time: 0.1331092864, output_fired_time: 0.0000000000, propagate_forward_time: 8.0517873764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4013204575
   testing[          , genome  6280] predictions:    9779/  10000 (97.79%), best:    9775/10000 (97.75%), error:       685.76624, best error:       719.30933 on epoch:    63, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:18:31 (1532): called boinc_finish(0)

</stderr_txt>
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