Nameexact_genome_1512568488_43_6927_1
Workunit2605953
Created7 Dec 2017, 22:50:36 UTC
Sent7 Dec 2017, 22:55:42 UTC
Report deadline13 Dec 2017, 3:27:53 UTC
Received8 Dec 2017, 3:53:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time1 hours 35 min 32 sec
CPU time1 hours 35 min 7 sec
Validate stateValid
Credit1,297.26
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 51.4790229797s, input_fired_time: 0.4508118629, output_fired_time: 0.2992705107, propagate_forward_time: 22.0152912140, propagate_backward_time: 27.2330989838, weight_update_time: 0.0753052235, other_time: 1.4805488586
epoch time: 4.6667966843s, input_fired_time: 0.0459338166, output_fired_time: 0.0000000000, propagate_forward_time: 4.3703598976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2505030632
validation[          , genome  6927] predictions:    9607/  10000 (96.07%), best:    9662/10000 (96.62%), error:      1303.28882, best error:      1166.71118 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 51.2506637573s, input_fired_time: 0.4412470162, output_fired_time: 0.2965947390, propagate_forward_time: 21.9208545685, propagate_backward_time: 27.1411972046, weight_update_time: 0.0733291879, other_time: 1.4507694244
epoch time: 4.7353887558s, input_fired_time: 0.0482018217, output_fired_time: 0.0000000000, propagate_forward_time: 4.4283871651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2587995529
validation[          , genome  6927] predictions:    9649/  10000 (96.49%), best:    9662/10000 (96.62%), error:      1174.49365, best error:      1166.71118 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 51.7709999084s, input_fired_time: 0.4815710485, output_fired_time: 0.3129381537, propagate_forward_time: 22.1193294525, propagate_backward_time: 27.3788719177, weight_update_time: 0.0735674128, other_time: 1.4782886505
epoch time: 4.6838116646s, input_fired_time: 0.0460493192, output_fired_time: 0.0000000000, propagate_forward_time: 4.3848476410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2529149055
validation[          , genome  6927] predictions:    9654/  10000 (96.54%), best:    9654/10000 (96.54%), error:      1149.89563, best error:      1149.89563 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 51.3068199158s, input_fired_time: 0.4385302961, output_fired_time: 0.2962704301, propagate_forward_time: 21.9680233002, propagate_backward_time: 27.1624011993, weight_update_time: 0.0713807493, other_time: 1.4415931702
epoch time: 4.8659095764s, input_fired_time: 0.0488652214, output_fired_time: 0.0000000000, propagate_forward_time: 4.5439867973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2730574608
validation[          , genome  6927] predictions:    9601/  10000 (96.01%), best:    9654/10000 (96.54%), error:      1264.42993, best error:      1149.89563 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 51.9643096924s, input_fired_time: 0.4547974169, output_fired_time: 0.2975024879, propagate_forward_time: 22.2495899200, propagate_backward_time: 27.4582538605, weight_update_time: 0.0757523477, other_time: 1.5041694641
epoch time: 4.6981396675s, input_fired_time: 0.0489125587, output_fired_time: 0.0000000000, propagate_forward_time: 4.3905496597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2586774826
validation[          , genome  6927] predictions:    9617/  10000 (96.17%), best:    9654/10000 (96.54%), error:      1215.71924, best error:      1149.89563 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 52.0466575623s, input_fired_time: 0.4524130225, output_fired_time: 0.2995808125, propagate_forward_time: 22.2348308563, propagate_backward_time: 27.5640621185, weight_update_time: 0.0755723342, other_time: 1.4957733154
epoch time: 4.6949210167s, input_fired_time: 0.0486896671, output_fired_time: 0.0000000000, propagate_forward_time: 4.3847227097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2615084648
validation[          , genome  6927] predictions:    9599/  10000 (95.99%), best:    9654/10000 (96.54%), error:      1259.32605, best error:      1149.89563 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 51.9054183960s, input_fired_time: 0.4595031440, output_fired_time: 0.3016431928, propagate_forward_time: 22.1221332550, propagate_backward_time: 27.4979896545, weight_update_time: 0.0818780363, other_time: 1.5241489410
epoch time: 4.6909770966s, input_fired_time: 0.0474975184, output_fired_time: 0.0000000000, propagate_forward_time: 4.3898448944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2536344528
validation[          , genome  6927] predictions:    9566/  10000 (95.66%), best:    9654/10000 (96.54%), error:      1420.33191, best error:      1149.89563 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 51.7056884766s, input_fired_time: 0.4495375454, output_fired_time: 0.2989470065, propagate_forward_time: 22.0930309296, propagate_backward_time: 27.3528156281, weight_update_time: 0.0724665746, other_time: 1.5113563538
epoch time: 4.7605161667s, input_fired_time: 0.0498148985, output_fired_time: 0.0000000000, propagate_forward_time: 4.4411129951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2695884705
validation[          , genome  6927] predictions:    9615/  10000 (96.15%), best:    9654/10000 (96.54%), error:      1289.51868, best error:      1149.89563 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 51.5083236694s, input_fired_time: 0.4506304562, output_fired_time: 0.2966563702, propagate_forward_time: 22.0226554871, propagate_backward_time: 27.2548580170, weight_update_time: 0.0732132345, other_time: 1.4835224152
epoch time: 4.7490596771s, input_fired_time: 0.0477195010, output_fired_time: 0.0000000000, propagate_forward_time: 4.4477963448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2535438538
validation[          , genome  6927] predictions:    9630/  10000 (96.30%), best:    9654/10000 (96.54%), error:      1204.07178, best error:      1149.89563 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 51.5948562622s, input_fired_time: 0.4540165961, output_fired_time: 0.2972252071, propagate_forward_time: 22.0818309784, propagate_backward_time: 27.3170814514, weight_update_time: 0.0718293488, other_time: 1.4447002411
epoch time: 4.8258142471s, input_fired_time: 0.0564859137, output_fired_time: 0.0000000000, propagate_forward_time: 4.5069713593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2623567581
validation[          , genome  6927] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1082.38708, best error:      1082.38708 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 51.6797637939s, input_fired_time: 0.4478575885, output_fired_time: 0.2977768481, propagate_forward_time: 22.0401802063, propagate_backward_time: 27.4327430725, weight_update_time: 0.0730005354, other_time: 1.4612083435
epoch time: 4.6657853127s, input_fired_time: 0.0467366204, output_fired_time: 0.0000000000, propagate_forward_time: 4.3686938286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2503547668
validation[          , genome  6927] predictions:    9644/  10000 (96.44%), best:    9661/10000 (96.61%), error:      1157.64905, best error:      1082.38708 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 51.4249305725s, input_fired_time: 0.4438399673, output_fired_time: 0.2964122593, propagate_forward_time: 21.9472084045, propagate_backward_time: 27.2953834534, weight_update_time: 0.0713399351, other_time: 1.4420852661
epoch time: 4.7959485054s, input_fired_time: 0.0474841297, output_fired_time: 0.0000000000, propagate_forward_time: 4.4870715141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2613930702
validation[          , genome  6927] predictions:    9586/  10000 (95.86%), best:    9661/10000 (96.61%), error:      1315.70068, best error:      1082.38708 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 51.4195709229s, input_fired_time: 0.4463273883, output_fired_time: 0.2971546352, propagate_forward_time: 22.0049533844, propagate_backward_time: 27.2073822021, weight_update_time: 0.0725908950, other_time: 1.4637546539
epoch time: 4.8331971169s, input_fired_time: 0.0521326624, output_fired_time: 0.0000000000, propagate_forward_time: 4.5081644058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729001045
validation[          , genome  6927] predictions:    9637/  10000 (96.37%), best:    9661/10000 (96.61%), error:      1179.61963, best error:      1082.38708 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 51.6352691650s, input_fired_time: 0.4612082839, output_fired_time: 0.2993973494, propagate_forward_time: 22.0723533630, propagate_backward_time: 27.3021087646, weight_update_time: 0.0765687525, other_time: 1.5002021790
epoch time: 4.7377748489s, input_fired_time: 0.0504995622, output_fired_time: 0.0000000000, propagate_forward_time: 4.4247751236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2625002861
validation[          , genome  6927] predictions:    9648/  10000 (96.48%), best:    9661/10000 (96.61%), error:      1097.04565, best error:      1082.38708 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 51.9937973022s, input_fired_time: 0.4616222680, output_fired_time: 0.3018442988, propagate_forward_time: 22.1662063599, propagate_backward_time: 27.5303211212, weight_update_time: 0.0848971531, other_time: 1.5338001251
epoch time: 4.7356662750s, input_fired_time: 0.0494249873, output_fired_time: 0.0000000000, propagate_forward_time: 4.4243488312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2618923187
validation[          , genome  6927] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1063.88574, best error:      1063.88574 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 51.6887092590s, input_fired_time: 0.4490231872, output_fired_time: 0.2973618209, propagate_forward_time: 22.0033893585, propagate_backward_time: 27.4657726288, weight_update_time: 0.0724855065, other_time: 1.4731597900
epoch time: 4.7543020248s, input_fired_time: 0.0478705205, output_fired_time: 0.0000000000, propagate_forward_time: 4.4508161545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2556152344
validation[          , genome  6927] predictions:    9663/  10000 (96.63%), best:    9677/10000 (96.77%), error:      1115.68494, best error:      1063.88574 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 51.7547225952s, input_fired_time: 0.4500211179, output_fired_time: 0.3000913858, propagate_forward_time: 22.1663913727, propagate_backward_time: 27.3697566986, weight_update_time: 0.0732022673, other_time: 1.4684638977
epoch time: 4.7450375557s, input_fired_time: 0.0499923937, output_fired_time: 0.0000000000, propagate_forward_time: 4.4341859818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2608590126
validation[          , genome  6927] predictions:    9642/  10000 (96.42%), best:    9677/10000 (96.77%), error:      1152.46265, best error:      1063.88574 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 51.7029571533s, input_fired_time: 0.4622388780, output_fired_time: 0.2992618680, propagate_forward_time: 22.0771217346, propagate_backward_time: 27.3875904083, weight_update_time: 0.0735995919, other_time: 1.4767436981
epoch time: 4.7733774185s, input_fired_time: 0.0487394556, output_fired_time: 0.0000000000, propagate_forward_time: 4.4635744095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2610635757
validation[          , genome  6927] predictions:    9661/  10000 (96.61%), best:    9677/10000 (96.77%), error:      1087.25830, best error:      1063.88574 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 51.8528022766s, input_fired_time: 0.4496033788, output_fired_time: 0.3059407473, propagate_forward_time: 22.1958274841, propagate_backward_time: 27.4225807190, weight_update_time: 0.0732895434, other_time: 1.4788475037
epoch time: 4.7548241615s, input_fired_time: 0.0481164753, output_fired_time: 0.0000000000, propagate_forward_time: 4.4503445625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2563629150
validation[          , genome  6927] predictions:    9655/  10000 (96.55%), best:    9677/10000 (96.77%), error:      1107.45337, best error:      1063.88574 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 51.7350158691s, input_fired_time: 0.4597271085, output_fired_time: 0.2974370420, propagate_forward_time: 22.1247940063, propagate_backward_time: 27.3642063141, weight_update_time: 0.0733053759, other_time: 1.4888515472
epoch time: 4.6751456261s, input_fired_time: 0.0475581288, output_fired_time: 0.0000000000, propagate_forward_time: 4.3753771782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2522101402
validation[          , genome  6927] predictions:    9599/  10000 (95.99%), best:    9677/10000 (96.77%), error:      1238.33801, best error:      1063.88574 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 52.0987777710s, input_fired_time: 0.4538958371, output_fired_time: 0.2986673713, propagate_forward_time: 22.2377681732, propagate_backward_time: 27.5702857971, weight_update_time: 0.0738025159, other_time: 1.5381603241
epoch time: 4.7341980934s, input_fired_time: 0.0489077941, output_fired_time: 0.0000000000, propagate_forward_time: 4.4267625809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2585277557
validation[          , genome  6927] predictions:    9655/  10000 (96.55%), best:    9677/10000 (96.77%), error:      1082.07751, best error:      1063.88574 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 51.4669456482s, input_fired_time: 0.4476712644, output_fired_time: 0.3009033501, propagate_forward_time: 22.0317935944, propagate_backward_time: 27.2329387665, weight_update_time: 0.0711485520, other_time: 1.4536399841
epoch time: 4.7961134911s, input_fired_time: 0.0505386218, output_fired_time: 0.0000000000, propagate_forward_time: 4.4784822464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2670927048
validation[          , genome  6927] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1027.28369, best error:      1027.28369 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 51.6737365723s, input_fired_time: 0.4574094117, output_fired_time: 0.2983095050, propagate_forward_time: 22.0262641907, propagate_backward_time: 27.3981609344, weight_update_time: 0.0759464353, other_time: 1.4935932159
epoch time: 4.7090144157s, input_fired_time: 0.0494926944, output_fired_time: 0.0000000000, propagate_forward_time: 4.4011855125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583360672
validation[          , genome  6927] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1023.20581, best error:      1023.20581 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 51.6988296509s, input_fired_time: 0.4642962813, output_fired_time: 0.3035065234, propagate_forward_time: 22.0704212189, propagate_backward_time: 27.3557376862, weight_update_time: 0.0763963386, other_time: 1.5048713684
epoch time: 4.7144055367s, input_fired_time: 0.0494619384, output_fired_time: 0.0000000000, propagate_forward_time: 4.4054183960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2595252991
validation[          , genome  6927] predictions:    9630/  10000 (96.30%), best:    9685/10000 (96.85%), error:      1257.79663, best error:      1023.20581 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 51.5607719421s, input_fired_time: 0.4661284387, output_fired_time: 0.2975595891, propagate_forward_time: 22.0027961731, propagate_backward_time: 27.3164615631, weight_update_time: 0.0758435428, other_time: 1.4778270721
epoch time: 4.6765971184s, input_fired_time: 0.0477229543, output_fired_time: 0.0000000000, propagate_forward_time: 4.3745064735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2543678284
validation[          , genome  6927] predictions:    9636/  10000 (96.36%), best:    9685/10000 (96.85%), error:      1246.83398, best error:      1023.20581 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 51.9862213135s, input_fired_time: 0.4565405846, output_fired_time: 0.2981720865, propagate_forward_time: 22.1927394867, propagate_backward_time: 27.5410938263, weight_update_time: 0.0815542042, other_time: 1.4976768494
epoch time: 4.6808919907s, input_fired_time: 0.0476251841, output_fired_time: 0.0000000000, propagate_forward_time: 4.3827390671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2505278587
validation[          , genome  6927] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:       967.00848, best error:       967.00848 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 52.0147171021s, input_fired_time: 0.4625661671, output_fired_time: 0.3091212809, propagate_forward_time: 22.2004680634, propagate_backward_time: 27.5391025543, weight_update_time: 0.0768992007, other_time: 1.5034599304
epoch time: 4.6675343513s, input_fired_time: 0.0481174029, output_fired_time: 0.0000000000, propagate_forward_time: 4.3667340279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2526826859
validation[          , genome  6927] predictions:    9668/  10000 (96.68%), best:    9687/10000 (96.87%), error:      1069.75464, best error:       967.00848 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 51.8578987122s, input_fired_time: 0.4536172450, output_fired_time: 0.2977624834, propagate_forward_time: 22.2394561768, propagate_backward_time: 27.3960037231, weight_update_time: 0.0731046647, other_time: 1.4710578918
epoch time: 4.7768955231s, input_fired_time: 0.0583972409, output_fired_time: 0.0000000000, propagate_forward_time: 4.4591655731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2593326569
validation[          , genome  6927] predictions:    9667/  10000 (96.67%), best:    9687/10000 (96.87%), error:      1128.30725, best error:       967.00848 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 51.8156394958s, input_fired_time: 0.4593583941, output_fired_time: 0.2987276316, propagate_forward_time: 22.1072006226, propagate_backward_time: 27.4264907837, weight_update_time: 0.0765491873, other_time: 1.5238609314
epoch time: 4.6812796593s, input_fired_time: 0.0481369160, output_fired_time: 0.0000000000, propagate_forward_time: 4.3803277016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2528152466
validation[          , genome  6927] predictions:    9618/  10000 (96.18%), best:    9687/10000 (96.87%), error:      1223.69324, best error:       967.00848 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 51.3735237122s, input_fired_time: 0.4465960562, output_fired_time: 0.2985490859, propagate_forward_time: 21.9587497711, propagate_backward_time: 27.2242851257, weight_update_time: 0.0716396123, other_time: 1.4453449249
epoch time: 4.7219991684s, input_fired_time: 0.0484628342, output_fired_time: 0.0000000000, propagate_forward_time: 4.4161443710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2573919296
validation[          , genome  6927] predictions:    9657/  10000 (96.57%), best:    9687/10000 (96.87%), error:      1149.99634, best error:       967.00848 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 51.7752723694s, input_fired_time: 0.4621617496, output_fired_time: 0.2982906699, propagate_forward_time: 22.0244712830, propagate_backward_time: 27.5032138824, weight_update_time: 0.0736517310, other_time: 1.4871349335
epoch time: 4.7526006699s, input_fired_time: 0.0479646027, output_fired_time: 0.0000000000, propagate_forward_time: 4.4511637688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2534723282
validation[          , genome  6927] predictions:    9650/  10000 (96.50%), best:    9687/10000 (96.87%), error:      1136.27136, best error:       967.00848 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 51.1829872131s, input_fired_time: 0.4403596222, output_fired_time: 0.2959661484, propagate_forward_time: 21.9086875916, propagate_backward_time: 27.1072616577, weight_update_time: 0.0708379373, other_time: 1.4307098389
epoch time: 4.6655626297s, input_fired_time: 0.0476403311, output_fired_time: 0.0000000000, propagate_forward_time: 4.3679132462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2500090599
validation[          , genome  6927] predictions:    9656/  10000 (96.56%), best:    9687/10000 (96.87%), error:      1158.53491, best error:       967.00848 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 51.5344123840s, input_fired_time: 0.4610477388, output_fired_time: 0.2969236374, propagate_forward_time: 22.0101165771, propagate_backward_time: 27.3190631866, weight_update_time: 0.0714669079, other_time: 1.4472599030
epoch time: 4.7853136063s, input_fired_time: 0.0487674549, output_fired_time: 0.0000000000, propagate_forward_time: 4.4535756111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2829704285
validation[          , genome  6927] predictions:    9686/  10000 (96.86%), best:    9687/10000 (96.87%), error:      1050.86292, best error:       967.00848 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 51.5374832153s, input_fired_time: 0.4565415978, output_fired_time: 0.2989502549, propagate_forward_time: 22.0563716888, propagate_backward_time: 27.2508811951, weight_update_time: 0.0739857331, other_time: 1.4747371674
epoch time: 4.6961226463s, input_fired_time: 0.0490627848, output_fired_time: 0.0000000000, propagate_forward_time: 4.3910574913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2560024261
validation[          , genome  6927] predictions:    9636/  10000 (96.36%), best:    9687/10000 (96.87%), error:      1177.28015, best error:       967.00848 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 51.5260429382s, input_fired_time: 0.4610213935, output_fired_time: 0.2976224124, propagate_forward_time: 22.0031471252, propagate_backward_time: 27.2731552124, weight_update_time: 0.0747348145, other_time: 1.4910964966
epoch time: 4.7133631706s, input_fired_time: 0.0506867617, output_fired_time: 0.0000000000, propagate_forward_time: 4.4040179253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2586584091
validation[          , genome  6927] predictions:    9664/  10000 (96.64%), best:    9687/10000 (96.87%), error:      1091.57031, best error:       967.00848 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 51.7488555908s, input_fired_time: 0.4575853050, output_fired_time: 0.2979511917, propagate_forward_time: 22.1222591400, propagate_backward_time: 27.3868579865, weight_update_time: 0.0743683353, other_time: 1.4842033386
epoch time: 4.6627197266s, input_fired_time: 0.0484185219, output_fired_time: 0.0000000000, propagate_forward_time: 4.3623266220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2519745827
validation[          , genome  6927] predictions:    9679/  10000 (96.79%), best:    9687/10000 (96.87%), error:      1000.18988, best error:       967.00848 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 51.5165939331s, input_fired_time: 0.4509020150, output_fired_time: 0.3018719852, propagate_forward_time: 22.0042228699, propagate_backward_time: 27.3092937469, weight_update_time: 0.0718975812, other_time: 1.4503040314
epoch time: 4.6986813545s, input_fired_time: 0.0556571968, output_fired_time: 0.0000000000, propagate_forward_time: 4.3921895027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2508344650
validation[          , genome  6927] predictions:    9654/  10000 (96.54%), best:    9687/10000 (96.87%), error:      1093.82678, best error:       967.00848 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 52.0244712830s, input_fired_time: 0.4583863914, output_fired_time: 0.2977911234, propagate_forward_time: 22.2405605316, propagate_backward_time: 27.5414676666, weight_update_time: 0.0746512264, other_time: 1.4862670898
epoch time: 4.7200026512s, input_fired_time: 0.0522814840, output_fired_time: 0.0000000000, propagate_forward_time: 4.4057335854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2619876862
validation[          , genome  6927] predictions:    9681/  10000 (96.81%), best:    9687/10000 (96.87%), error:       994.26978, best error:       967.00848 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 51.3209838867s, input_fired_time: 0.4460530877, output_fired_time: 0.2958711684, propagate_forward_time: 21.9292659760, propagate_backward_time: 27.2123985291, weight_update_time: 0.0710779652, other_time: 1.4373950958
epoch time: 4.6854929924s, input_fired_time: 0.0479069427, output_fired_time: 0.0000000000, propagate_forward_time: 4.3869266510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2506594658
validation[          , genome  6927] predictions:    9695/  10000 (96.95%), best:    9687/10000 (96.87%), error:      1017.77142, best error:       967.00848 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 51.3390197754s, input_fired_time: 0.4499670565, output_fired_time: 0.2974104285, propagate_forward_time: 21.9515933990, propagate_backward_time: 27.1851310730, weight_update_time: 0.0718608424, other_time: 1.4549198151
epoch time: 4.7374868393s, input_fired_time: 0.0494101122, output_fired_time: 0.0000000000, propagate_forward_time: 4.4346165657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2534599304
validation[          , genome  6927] predictions:    9664/  10000 (96.64%), best:    9687/10000 (96.87%), error:      1015.60876, best error:       967.00848 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 51.5423164368s, input_fired_time: 0.4605636001, output_fired_time: 0.2978391945, propagate_forward_time: 22.0126876831, propagate_backward_time: 27.2881736755, weight_update_time: 0.0762932599, other_time: 1.4830513000
epoch time: 4.7176876068s, input_fired_time: 0.0510035977, output_fired_time: 0.0000000000, propagate_forward_time: 4.4040060043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2626781464
validation[          , genome  6927] predictions:    9649/  10000 (96.49%), best:    9687/10000 (96.87%), error:      1107.49536, best error:       967.00848 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 51.6838645935s, input_fired_time: 0.4582078755, output_fired_time: 0.3021967709, propagate_forward_time: 22.1306362152, propagate_backward_time: 27.3106441498, weight_update_time: 0.0776211247, other_time: 1.4821815491
epoch time: 4.7548890114s, input_fired_time: 0.0516976900, output_fired_time: 0.0000000000, propagate_forward_time: 4.4415369034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2616543770
validation[          , genome  6927] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:       985.72308, best error:       967.00848 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 51.8582725525s, input_fired_time: 0.4624305665, output_fired_time: 0.2969864011, propagate_forward_time: 22.1023712158, propagate_backward_time: 27.4984149933, weight_update_time: 0.0754269436, other_time: 1.4980716705
epoch time: 4.7605085373s, input_fired_time: 0.0525972806, output_fired_time: 0.0000000000, propagate_forward_time: 4.4420986176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658128738
validation[          , genome  6927] predictions:    9616/  10000 (96.16%), best:    9687/10000 (96.87%), error:      1192.72949, best error:       967.00848 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 51.3957595825s, input_fired_time: 0.4548344016, output_fired_time: 0.2964852750, propagate_forward_time: 21.9935436249, propagate_backward_time: 27.1869335175, weight_update_time: 0.0734593198, other_time: 1.4639625549
epoch time: 4.6911015511s, input_fired_time: 0.0480316915, output_fired_time: 0.0000000000, propagate_forward_time: 4.3933219910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2497477531
validation[          , genome  6927] predictions:    9663/  10000 (96.63%), best:    9687/10000 (96.87%), error:      1103.12415, best error:       967.00848 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 51.5192451477s, input_fired_time: 0.4605967104, output_fired_time: 0.2969644368, propagate_forward_time: 22.0137367249, propagate_backward_time: 27.2727127075, weight_update_time: 0.0747170150, other_time: 1.4752349854
epoch time: 4.6848764420s, input_fired_time: 0.0505561084, output_fired_time: 0.0000000000, propagate_forward_time: 4.3772072792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2571129799
validation[          , genome  6927] predictions:    9652/  10000 (96.52%), best:    9687/10000 (96.87%), error:      1072.61426, best error:       967.00848 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 51.6880149841s, input_fired_time: 0.4668681622, output_fired_time: 0.2989602387, propagate_forward_time: 22.0733432770, propagate_backward_time: 27.3520336151, weight_update_time: 0.0766902193, other_time: 1.4968070984
epoch time: 4.7645449638s, input_fired_time: 0.0521961115, output_fired_time: 0.0000000000, propagate_forward_time: 4.4468836784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2654652596
validation[          , genome  6927] predictions:    9689/  10000 (96.89%), best:    9687/10000 (96.87%), error:      1002.82147, best error:       967.00848 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 52.3108787537s, input_fired_time: 0.4708170891, output_fired_time: 0.3018445671, propagate_forward_time: 22.3007068634, propagate_backward_time: 27.7166385651, weight_update_time: 0.0769820064, other_time: 1.5208702087
epoch time: 4.6883602142s, input_fired_time: 0.0507652983, output_fired_time: 0.0000000000, propagate_forward_time: 4.3807868958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2568078041
validation[          , genome  6927] predictions:    9689/  10000 (96.89%), best:    9687/10000 (96.87%), error:      1000.40668, best error:       967.00848 on epoch:    39, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 51.5738601685s, input_fired_time: 0.4599438012, output_fired_time: 0.2985407710, propagate_forward_time: 22.0497455597, propagate_backward_time: 27.2842693329, weight_update_time: 0.0748777911, other_time: 1.4813575745
epoch time: 4.7195467949s, input_fired_time: 0.0492820516, output_fired_time: 0.0000000000, propagate_forward_time: 4.4177503586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2525143623
validation[          , genome  6927] predictions:    9663/  10000 (96.63%), best:    9687/10000 (96.87%), error:      1099.33618, best error:       967.00848 on epoch:    39, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 51.5708084106s, input_fired_time: 0.4617542624, output_fired_time: 0.2970853448, propagate_forward_time: 22.0139904022, propagate_backward_time: 27.3249988556, weight_update_time: 0.0738006681, other_time: 1.4729804993
epoch time: 4.7263326645s, input_fired_time: 0.0520174317, output_fired_time: 0.0000000000, propagate_forward_time: 4.4131860733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2611293793
validation[          , genome  6927] predictions:    9656/  10000 (96.56%), best:    9687/10000 (96.87%), error:      1132.57043, best error:       967.00848 on epoch:    39, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 51.4136848450s, input_fired_time: 0.4514921904, output_fired_time: 0.2967999279, propagate_forward_time: 22.0352993011, propagate_backward_time: 27.1864414215, weight_update_time: 0.0719163120, other_time: 1.4436531067
epoch time: 4.6668972969s, input_fired_time: 0.0484406911, output_fired_time: 0.0000000000, propagate_forward_time: 4.3689994812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2494573593
validation[          , genome  6927] predictions:    9679/  10000 (96.79%), best:    9687/10000 (96.87%), error:      1077.40759, best error:       967.00848 on epoch:    39, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 51.6508865356s, input_fired_time: 0.4513289630, output_fired_time: 0.2988936305, propagate_forward_time: 22.0845279694, propagate_backward_time: 27.3739662170, weight_update_time: 0.0715970695, other_time: 1.4421710968
epoch time: 4.6883544922s, input_fired_time: 0.0512175113, output_fired_time: 0.0000000000, propagate_forward_time: 4.3827872276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2543497086
validation[          , genome  6927] predictions:    9671/  10000 (96.71%), best:    9687/10000 (96.87%), error:      1053.42395, best error:       967.00848 on epoch:    39, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 51.5462493896s, input_fired_time: 0.4573765099, output_fired_time: 0.3009109497, propagate_forward_time: 22.0535240173, propagate_backward_time: 27.2623119354, weight_update_time: 0.0814710185, other_time: 1.4721240997
epoch time: 4.7009553909s, input_fired_time: 0.0506197996, output_fired_time: 0.0000000000, propagate_forward_time: 4.3940715790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2562642097
validation[          , genome  6927] predictions:    9683/  10000 (96.83%), best:    9687/10000 (96.87%), error:      1076.58716, best error:       967.00848 on epoch:    39, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 51.4858245850s, input_fired_time: 0.4625580311, output_fired_time: 0.2983599305, propagate_forward_time: 21.9771347046, propagate_backward_time: 27.2558631897, weight_update_time: 0.0758988187, other_time: 1.4919090271
epoch time: 4.7312397957s, input_fired_time: 0.0514123365, output_fired_time: 0.0000000000, propagate_forward_time: 4.4195556641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2602720261
validation[          , genome  6927] predictions:    9627/  10000 (96.27%), best:    9687/10000 (96.87%), error:      1221.63293, best error:       967.00848 on epoch:    39, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 51.5122451782s, input_fired_time: 0.4647988677, output_fired_time: 0.2986611128, propagate_forward_time: 22.0029468536, propagate_backward_time: 27.2577762604, weight_update_time: 0.0757693425, other_time: 1.4880638123
epoch time: 4.6990613937s, input_fired_time: 0.0493491627, output_fired_time: 0.0000000000, propagate_forward_time: 4.3943600655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2553520203
validation[          , genome  6927] predictions:    9670/  10000 (96.70%), best:    9687/10000 (96.87%), error:      1064.92188, best error:       967.00848 on epoch:    39, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 51.6626701355s, input_fired_time: 0.4663022459, output_fired_time: 0.2988432050, propagate_forward_time: 22.0454406738, propagate_backward_time: 27.3692359924, weight_update_time: 0.0745568424, other_time: 1.4828491211
epoch time: 4.9497256279s, input_fired_time: 0.0537926778, output_fired_time: 0.0000000000, propagate_forward_time: 4.6294684410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2664647102
validation[          , genome  6927] predictions:    9661/  10000 (96.61%), best:    9687/10000 (96.87%), error:      1064.74658, best error:       967.00848 on epoch:    39, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 53.3606872559s, input_fired_time: 0.4773211479, output_fired_time: 0.3068827987, propagate_forward_time: 22.7792091370, propagate_backward_time: 28.2779827118, weight_update_time: 0.0744728968, other_time: 1.5192928314
epoch time: 4.7222447395s, input_fired_time: 0.0517575070, output_fired_time: 0.0000000000, propagate_forward_time: 4.4098367691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2606506348
validation[          , genome  6927] predictions:    9630/  10000 (96.30%), best:    9687/10000 (96.87%), error:      1161.59338, best error:       967.00848 on epoch:    39, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 51.7760276794s, input_fired_time: 0.4738737345, output_fired_time: 0.3081313670, propagate_forward_time: 22.1104030609, propagate_backward_time: 27.3617172241, weight_update_time: 0.0768193007, other_time: 1.5219020844
epoch time: 4.7308230400s, input_fired_time: 0.0529896170, output_fired_time: 0.0000000000, propagate_forward_time: 4.4137907028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640428543
validation[          , genome  6927] predictions:    9694/  10000 (96.94%), best:    9687/10000 (96.87%), error:       990.93115, best error:       967.00848 on epoch:    39, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 52.5194740295s, input_fired_time: 0.5128322244, output_fired_time: 0.3025155365, propagate_forward_time: 22.3935985565, propagate_backward_time: 27.7489967346, weight_update_time: 0.0774647593, other_time: 1.5615291595
epoch time: 4.7651939392s, input_fired_time: 0.0534477569, output_fired_time: 0.0000000000, propagate_forward_time: 4.4442687035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2674775124
validation[          , genome  6927] predictions:    9674/  10000 (96.74%), best:    9687/10000 (96.87%), error:      1072.87976, best error:       967.00848 on epoch:    39, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 51.5087280273s, input_fired_time: 0.4690777659, output_fired_time: 0.2991808653, propagate_forward_time: 21.9860019684, propagate_backward_time: 27.2671108246, weight_update_time: 0.0762750730, other_time: 1.4873580933
epoch time: 4.7380437851s, input_fired_time: 0.0518576354, output_fired_time: 0.0000000000, propagate_forward_time: 4.4211921692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2649941444
validation[          , genome  6927] predictions:    9678/  10000 (96.78%), best:    9687/10000 (96.87%), error:      1053.72180, best error:       967.00848 on epoch:    39, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 51.7400474548s, input_fired_time: 0.4689928293, output_fired_time: 0.2986162007, propagate_forward_time: 22.0766353607, propagate_backward_time: 27.3868179321, weight_update_time: 0.0762224719, other_time: 1.5089855194
epoch time: 4.7074065208s, input_fired_time: 0.0521006510, output_fired_time: 0.0000000000, propagate_forward_time: 4.3940176964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2612881660
validation[          , genome  6927] predictions:    9672/  10000 (96.72%), best:    9687/10000 (96.87%), error:      1083.75586, best error:       967.00848 on epoch:    39, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 51.4276924133s, input_fired_time: 0.4565564990, output_fired_time: 0.2979158759, propagate_forward_time: 21.9858264923, propagate_backward_time: 27.2375259399, weight_update_time: 0.0717479810, other_time: 1.4498653412
epoch time: 4.6582546234s, input_fired_time: 0.0490298495, output_fired_time: 0.0000000000, propagate_forward_time: 4.3588962555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2503285408
validation[          , genome  6927] predictions:    9685/  10000 (96.85%), best:    9687/10000 (96.87%), error:      1019.87152, best error:       967.00848 on epoch:    39, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 52.3908500671s, input_fired_time: 0.4721439183, output_fired_time: 0.3113780618, propagate_forward_time: 22.3916378021, propagate_backward_time: 27.7159271240, weight_update_time: 0.0740896389, other_time: 1.4997615814
epoch time: 4.6639933586s, input_fired_time: 0.0506746322, output_fired_time: 0.0000000000, propagate_forward_time: 4.3606729507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2526459694
validation[          , genome  6927] predictions:    9660/  10000 (96.60%), best:    9687/10000 (96.87%), error:      1100.35010, best error:       967.00848 on epoch:    39, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 52.1860504150s, input_fired_time: 0.4728016853, output_fired_time: 0.3021131158, propagate_forward_time: 22.2740383148, propagate_backward_time: 27.6377353668, weight_update_time: 0.0725200623, other_time: 1.4993629456
epoch time: 4.7170681953s, input_fired_time: 0.0512289442, output_fired_time: 0.0000000000, propagate_forward_time: 4.4084491730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2573900223
validation[          , genome  6927] predictions:    9674/  10000 (96.74%), best:    9687/10000 (96.87%), error:      1040.36975, best error:       967.00848 on epoch:    39, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 51.5608482361s, input_fired_time: 0.4611847401, output_fired_time: 0.2978518307, propagate_forward_time: 22.0525360107, propagate_backward_time: 27.2851371765, weight_update_time: 0.0724119097, other_time: 1.4641380310
epoch time: 4.6817874908s, input_fired_time: 0.0500149019, output_fired_time: 0.0000000000, propagate_forward_time: 4.3792290688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2525434494
validation[          , genome  6927] predictions:    9700/  10000 (97.00%), best:    9687/10000 (96.87%), error:       974.68329, best error:       967.00848 on epoch:    39, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 52.5010871887s, input_fired_time: 0.4774267375, output_fired_time: 0.3049362600, propagate_forward_time: 22.3925323486, propagate_backward_time: 27.7876892090, weight_update_time: 0.0734190717, other_time: 1.5385017395
epoch time: 4.8875145912s, input_fired_time: 0.0546482019, output_fired_time: 0.0000000000, propagate_forward_time: 4.5613331795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2715330124
validation[          , genome  6927] predictions:    9698/  10000 (96.98%), best:    9687/10000 (96.87%), error:      1008.58484, best error:       967.00848 on epoch:    39, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 52.4645118713s, input_fired_time: 0.4738264680, output_fired_time: 0.3017228842, propagate_forward_time: 22.3878040314, propagate_backward_time: 27.7853069305, weight_update_time: 0.0737868547, other_time: 1.5158500671
epoch time: 4.7297167778s, input_fired_time: 0.0517692156, output_fired_time: 0.0000000000, propagate_forward_time: 4.4217281342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2562193871
validation[          , genome  6927] predictions:    9660/  10000 (96.60%), best:    9687/10000 (96.87%), error:      1100.94580, best error:       967.00848 on epoch:    39, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 51.5343933105s, input_fired_time: 0.4700028598, output_fired_time: 0.2983946204, propagate_forward_time: 22.0295677185, propagate_backward_time: 27.2417297363, weight_update_time: 0.0760182291, other_time: 1.4947013855
epoch time: 4.7309904099s, input_fired_time: 0.0519624911, output_fired_time: 0.0000000000, propagate_forward_time: 4.4182949066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2607331276
validation[          , genome  6927] predictions:    9690/  10000 (96.90%), best:    9687/10000 (96.87%), error:      1017.17493, best error:       967.00848 on epoch:    39, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 51.5457153320s, input_fired_time: 0.4677749574, output_fired_time: 0.2989484072, propagate_forward_time: 21.9889106750, propagate_backward_time: 27.2951545715, weight_update_time: 0.0758992508, other_time: 1.4949264526
epoch time: 4.7270102501s, input_fired_time: 0.0518165603, output_fired_time: 0.0000000000, propagate_forward_time: 4.4161162376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2590775490
validation[          , genome  6927] predictions:    9691/  10000 (96.91%), best:    9687/10000 (96.87%), error:       988.86487, best error:       967.00848 on epoch:    39, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 52.0253562927s, input_fired_time: 0.4725165069, output_fired_time: 0.3001842797, propagate_forward_time: 22.2738170624, propagate_backward_time: 27.4689693451, weight_update_time: 0.0744273067, other_time: 1.5098686218
epoch time: 4.8429946899s, input_fired_time: 0.0552191101, output_fired_time: 0.0000000000, propagate_forward_time: 4.5190706253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2687048912
validation[          , genome  6927] predictions:    9680/  10000 (96.80%), best:    9687/10000 (96.87%), error:      1020.73114, best error:       967.00848 on epoch:    39, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 51.7763900757s, input_fired_time: 0.4739838541, output_fired_time: 0.2993878722, propagate_forward_time: 22.0396537781, propagate_backward_time: 27.4606075287, weight_update_time: 0.0762390122, other_time: 1.5027561188
epoch time: 4.6998376846s, input_fired_time: 0.0511918180, output_fired_time: 0.0000000000, propagate_forward_time: 4.3924407959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2562050819
validation[          , genome  6927] predictions:    9696/  10000 (96.96%), best:    9687/10000 (96.87%), error:       985.94220, best error:       967.00848 on epoch:    39, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 51.3927307129s, input_fired_time: 0.4635805190, output_fired_time: 0.2973082662, propagate_forward_time: 21.9804725647, propagate_backward_time: 27.1898727417, weight_update_time: 0.0735132992, other_time: 1.4614944458
epoch time: 4.6764340401s, input_fired_time: 0.0494442396, output_fired_time: 0.0000000000, propagate_forward_time: 4.3782539368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2487359047
validation[          , genome  6927] predictions:    9676/  10000 (96.76%), best:    9687/10000 (96.87%), error:      1061.45618, best error:       967.00848 on epoch:    39, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 51.5119743347s, input_fired_time: 0.4751265943, output_fired_time: 0.3006334901, propagate_forward_time: 22.0281200409, propagate_backward_time: 27.2094135284, weight_update_time: 0.0761159509, other_time: 1.4986801147
epoch time: 4.6758556366s, input_fired_time: 0.0498680100, output_fired_time: 0.0000000000, propagate_forward_time: 4.3740105629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2519769669
validation[          , genome  6927] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:       951.54242, best error:       951.54242 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 51.8500099182s, input_fired_time: 0.4656049013, output_fired_time: 0.2986089885, propagate_forward_time: 22.2252826691, propagate_backward_time: 27.3846683502, weight_update_time: 0.0743128732, other_time: 1.4758415222
epoch time: 4.6883621216s, input_fired_time: 0.0503072292, output_fired_time: 0.0000000000, propagate_forward_time: 4.3843131065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2537417412
validation[          , genome  6927] predictions:    9572/  10000 (95.72%), best:    9696/10000 (96.96%), error:      1359.06567, best error:       951.54242 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 51.5935401917s, input_fired_time: 0.4611683190, output_fired_time: 0.2977371514, propagate_forward_time: 21.9835491180, propagate_backward_time: 27.3940467834, weight_update_time: 0.0718963668, other_time: 1.4570369720
epoch time: 4.7972297668s, input_fired_time: 0.0520416312, output_fired_time: 0.0000000000, propagate_forward_time: 4.4860324860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2591557503
validation[          , genome  6927] predictions:    9670/  10000 (96.70%), best:    9696/10000 (96.96%), error:      1114.85107, best error:       951.54242 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 51.4893608093s, input_fired_time: 0.4667045176, output_fired_time: 0.2987164557, propagate_forward_time: 22.0275707245, propagate_backward_time: 27.2227268219, weight_update_time: 0.0731665641, other_time: 1.4736404419
epoch time: 4.7296924591s, input_fired_time: 0.0511321276, output_fired_time: 0.0000000000, propagate_forward_time: 4.4198412895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2587189674
validation[          , genome  6927] predictions:    9707/  10000 (97.07%), best:    9696/10000 (96.96%), error:       985.24841, best error:       951.54242 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 51.4445228577s, input_fired_time: 0.4643243551, output_fired_time: 0.2970616519, propagate_forward_time: 22.0237102509, propagate_backward_time: 27.2041206360, weight_update_time: 0.0731920153, other_time: 1.4553050995
epoch time: 4.7368960381s, input_fired_time: 0.0536441430, output_fired_time: 0.0000000000, propagate_forward_time: 4.4173083305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659435272
validation[          , genome  6927] predictions:    9684/  10000 (96.84%), best:    9696/10000 (96.96%), error:      1054.96265, best error:       951.54242 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 51.5932655334s, input_fired_time: 0.4721966982, output_fired_time: 0.2990352809, propagate_forward_time: 22.0265483856, propagate_backward_time: 27.3106060028, weight_update_time: 0.0749338493, other_time: 1.4848785400
epoch time: 4.7879176140s, input_fired_time: 0.0546029024, output_fired_time: 0.0000000000, propagate_forward_time: 4.4607024193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2726120949
validation[          , genome  6927] predictions:    9702/  10000 (97.02%), best:    9696/10000 (96.96%), error:       965.10724, best error:       951.54242 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 52.0640411377s, input_fired_time: 0.4823375344, output_fired_time: 0.3002408743, propagate_forward_time: 22.2003765106, propagate_backward_time: 27.5836753845, weight_update_time: 0.0757812187, other_time: 1.4974117279
epoch time: 4.7693734169s, input_fired_time: 0.0539333671, output_fired_time: 0.0000000000, propagate_forward_time: 4.4490818977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663583755
validation[          , genome  6927] predictions:    9672/  10000 (96.72%), best:    9696/10000 (96.96%), error:      1082.41504, best error:       951.54242 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 51.9944305420s, input_fired_time: 0.4759592712, output_fired_time: 0.2998491526, propagate_forward_time: 22.1868305206, propagate_backward_time: 27.5270919800, weight_update_time: 0.0770706236, other_time: 1.5046977997
epoch time: 4.7429018021s, input_fired_time: 0.0545717403, output_fired_time: 0.0000000000, propagate_forward_time: 4.4235935211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647366524
validation[          , genome  6927] predictions:    9709/  10000 (97.09%), best:    9696/10000 (96.96%), error:       969.08905, best error:       951.54242 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 51.4620933533s, input_fired_time: 0.4603120089, output_fired_time: 0.2963679135, propagate_forward_time: 22.0024967194, propagate_backward_time: 27.2583293915, weight_update_time: 0.0716162398, other_time: 1.4445877075
epoch time: 4.6811242104s, input_fired_time: 0.0501960181, output_fired_time: 0.0000000000, propagate_forward_time: 4.3814830780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2494449615
validation[          , genome  6927] predictions:    9695/  10000 (96.95%), best:    9696/10000 (96.96%), error:       998.52155, best error:       951.54242 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 51.0960350037s, input_fired_time: 0.4585226476, output_fired_time: 0.2959911823, propagate_forward_time: 21.8499164581, propagate_backward_time: 27.0548858643, weight_update_time: 0.0712996572, other_time: 1.4367198944
epoch time: 4.6960163116s, input_fired_time: 0.0501222573, output_fired_time: 0.0000000000, propagate_forward_time: 4.3969998360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2488942146
validation[          , genome  6927] predictions:    9690/  10000 (96.90%), best:    9696/10000 (96.96%), error:      1000.47961, best error:       951.54242 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 52.2796325684s, input_fired_time: 0.4739429057, output_fired_time: 0.3000616729, propagate_forward_time: 22.2624893188, propagate_backward_time: 27.7325553894, weight_update_time: 0.0752981827, other_time: 1.5105857849
epoch time: 4.6830353737s, input_fired_time: 0.0512239933, output_fired_time: 0.0000000000, propagate_forward_time: 4.3767313957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2550797462
validation[          , genome  6927] predictions:    9676/  10000 (96.76%), best:    9696/10000 (96.96%), error:      1046.28296, best error:       951.54242 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 51.3029518127s, input_fired_time: 0.4599732757, output_fired_time: 0.2967615724, propagate_forward_time: 21.9038906097, propagate_backward_time: 27.2037200928, weight_update_time: 0.0712299198, other_time: 1.4386081696
epoch time: 4.6831502914s, input_fired_time: 0.0505233631, output_fired_time: 0.0000000000, propagate_forward_time: 4.3827123642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2499146461
validation[          , genome  6927] predictions:    9683/  10000 (96.83%), best:    9696/10000 (96.96%), error:      1052.44958, best error:       951.54242 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 51.4905433655s, input_fired_time: 0.4673434198, output_fired_time: 0.2981756628, propagate_forward_time: 22.0029678345, propagate_backward_time: 27.2577495575, weight_update_time: 0.0730266422, other_time: 1.4643077850
epoch time: 4.7110538483s, input_fired_time: 0.0507817343, output_fired_time: 0.0000000000, propagate_forward_time: 4.4056406021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2546315193
validation[          , genome  6927] predictions:    9689/  10000 (96.89%), best:    9696/10000 (96.96%), error:       985.56836, best error:       951.54242 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 51.5776596069s, input_fired_time: 0.4663098454, output_fired_time: 0.2976809740, propagate_forward_time: 22.0408382416, propagate_backward_time: 27.3066406250, weight_update_time: 0.0725069717, other_time: 1.4661922455
epoch time: 4.7347879410s, input_fired_time: 0.0524042323, output_fired_time: 0.0000000000, propagate_forward_time: 4.4221301079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2602534294
validation[          , genome  6927] predictions:    9680/  10000 (96.80%), best:    9696/10000 (96.96%), error:      1052.55334, best error:       951.54242 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 51.7560729980s, input_fired_time: 0.4701201320, output_fired_time: 0.2982232571, propagate_forward_time: 22.1226005554, propagate_backward_time: 27.3683853149, weight_update_time: 0.0759329945, other_time: 1.4967460632
epoch time: 4.7221598625s, input_fired_time: 0.0533457920, output_fired_time: 0.0000000000, propagate_forward_time: 4.4078860283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2609281540
validation[          , genome  6927] predictions:    9664/  10000 (96.64%), best:    9696/10000 (96.96%), error:      1097.92261, best error:       951.54242 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 51.8111610413s, input_fired_time: 0.4718711376, output_fired_time: 0.3061328828, propagate_forward_time: 22.1479167938, propagate_backward_time: 27.3840141296, weight_update_time: 0.0730916411, other_time: 1.5012264252
epoch time: 4.6859726906s, input_fired_time: 0.0517074913, output_fired_time: 0.0000000000, propagate_forward_time: 4.3795728683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2546925545
validation[          , genome  6927] predictions:    9699/  10000 (96.99%), best:    9696/10000 (96.96%), error:      1008.32159, best error:       951.54242 on epoch:    85, 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: 23.8590736389s, input_fired_time: 0.3008663058, output_fired_time: 0.0000000000, propagate_forward_time: 22.2117748260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3464317322
best training[          , genome  6927] predictions:   49412/  50000 (98.82%), best:    9696/10000 (96.96%), error:      2278.77905, best error:       951.54242 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.7085685730s, input_fired_time: 0.0502362996, output_fired_time: 0.0000000000, propagate_forward_time: 4.3999199867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2584123611
   testing[          , genome  6927] predictions:    9740/  10000 (97.40%), best:    9696/10000 (96.96%), error:       898.85522, best error:       951.54242 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:30:52 (27714): called boinc_finish(0)

</stderr_txt>
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