Nameexact_genome_1512568488_41_770_0
Workunit2575122
Created6 Dec 2017, 17:01:50 UTC
Sent6 Dec 2017, 17:02:32 UTC
Report deadline8 Dec 2017, 2:31:20 UTC
Received6 Dec 2017, 17:50:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time47 min 49 sec
CPU time47 min 45 sec
Validate stateValid
Credit348.75
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.60 MB
Peak swap size151.11 MB
Peak disk usage1.27 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
ht_update_time: 0.0927429497, other_time: 1.9341859818
epoch time: 2.2802128792s, input_fired_time: 0.0349086449, output_fired_time: 0.0000000000, propagate_forward_time: 1.8994773626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458269835
validation[          , genome   770] predictions:    9216/  10000 (92.16%), best:    9216/10000 (92.16%), error:      2637.17554, best error:      2637.17554 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 25.8583793640s, input_fired_time: 0.2734433115, output_fired_time: 0.2500569820, propagate_forward_time: 9.4861745834, propagate_backward_time: 13.8860273361, weight_update_time: 0.0933918729, other_time: 1.9626770020
epoch time: 2.2839219570s, input_fired_time: 0.0347663723, output_fired_time: 0.0000000000, propagate_forward_time: 1.9009776115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481779099
validation[          , genome   770] predictions:    9223/  10000 (92.23%), best:    9216/10000 (92.16%), error:      2649.25732, best error:      2637.17554 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 25.9241733551s, input_fired_time: 0.2721431255, output_fired_time: 0.2506453693, propagate_forward_time: 9.5134401321, propagate_backward_time: 13.9242734909, weight_update_time: 0.0941098705, other_time: 1.9636726379
epoch time: 2.2655797005s, input_fired_time: 0.0349535085, output_fired_time: 0.0000000000, propagate_forward_time: 1.8822225332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484035730
validation[          , genome   770] predictions:    9214/  10000 (92.14%), best:    9216/10000 (92.16%), error:      2656.78931, best error:      2637.17554 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 25.7583732605s, input_fired_time: 0.2727129161, output_fired_time: 0.2503339648, propagate_forward_time: 9.4683113098, propagate_backward_time: 13.8420982361, weight_update_time: 0.0932986289, other_time: 1.9249172211
epoch time: 2.2720344067s, input_fired_time: 0.0359214284, output_fired_time: 0.0000000000, propagate_forward_time: 1.8884540796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476589918
validation[          , genome   770] predictions:    9217/  10000 (92.17%), best:    9216/10000 (92.16%), error:      2638.43018, best error:      2637.17554 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 25.8985710144s, input_fired_time: 0.2738094628, output_fired_time: 0.2486591935, propagate_forward_time: 9.4759922028, propagate_backward_time: 13.9416446686, weight_update_time: 0.0932632610, other_time: 1.9584655762
epoch time: 2.2917809486s, input_fired_time: 0.0345002785, output_fired_time: 0.0000000000, propagate_forward_time: 1.9085873365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3486932516
validation[          , genome   770] predictions:    9226/  10000 (92.26%), best:    9226/10000 (92.26%), error:      2626.06665, best error:      2626.06665 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 25.8047428131s, input_fired_time: 0.2747672200, output_fired_time: 0.2507807910, propagate_forward_time: 9.4496240616, propagate_backward_time: 13.8701963425, weight_update_time: 0.0931364521, other_time: 1.9593753815
epoch time: 2.2800440788s, input_fired_time: 0.0343055166, output_fired_time: 0.0000000000, propagate_forward_time: 1.8953806162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3503578901
validation[          , genome   770] predictions:    9210/  10000 (92.10%), best:    9226/10000 (92.26%), error:      2654.30249, best error:      2626.06665 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 25.8108654022s, input_fired_time: 0.2739849687, output_fired_time: 0.2501522303, propagate_forward_time: 9.4876327515, propagate_backward_time: 13.8877019882, weight_update_time: 0.0925490260, other_time: 1.9113931656
epoch time: 2.2746741772s, input_fired_time: 0.0336652063, output_fired_time: 0.0000000000, propagate_forward_time: 1.8961292505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448797464
validation[          , genome   770] predictions:    9208/  10000 (92.08%), best:    9226/10000 (92.26%), error:      2644.50586, best error:      2626.06665 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 25.7881164551s, input_fired_time: 0.2727756500, output_fired_time: 0.2497590035, propagate_forward_time: 9.4442224503, propagate_backward_time: 13.8588581085, weight_update_time: 0.0930239633, other_time: 1.9625005722
epoch time: 2.2643897533s, input_fired_time: 0.0357782952, output_fired_time: 0.0000000000, propagate_forward_time: 1.8827221394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458893299
validation[          , genome   770] predictions:    9200/  10000 (92.00%), best:    9226/10000 (92.26%), error:      2682.56299, best error:      2626.06665 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 25.8994159698s, input_fired_time: 0.2763349116, output_fired_time: 0.2514028251, propagate_forward_time: 9.4924459457, propagate_backward_time: 13.9122438431, weight_update_time: 0.0931940973, other_time: 1.9669895172
epoch time: 2.2951869965s, input_fired_time: 0.0356386192, output_fired_time: 0.0000000000, propagate_forward_time: 1.9088569880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3506914377
validation[          , genome   770] predictions:    9229/  10000 (92.29%), best:    9229/10000 (92.29%), error:      2597.14233, best error:      2597.14233 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 25.8683776855s, input_fired_time: 0.2751850188, output_fired_time: 0.2488321364, propagate_forward_time: 9.4766483307, propagate_backward_time: 13.8945960999, weight_update_time: 0.0932619348, other_time: 1.9731159210
epoch time: 2.2905499935s, input_fired_time: 0.0352495201, output_fired_time: 0.0000000000, propagate_forward_time: 1.9041230679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3511774540
validation[          , genome   770] predictions:    9231/  10000 (92.31%), best:    9229/10000 (92.29%), error:      2597.68945, best error:      2597.14233 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 25.8249778748s, input_fired_time: 0.2744954824, output_fired_time: 0.2510372400, propagate_forward_time: 9.4572010040, propagate_backward_time: 13.8776168823, weight_update_time: 0.0934374407, other_time: 1.9646263123
epoch time: 2.2658159733s, input_fired_time: 0.0340906754, output_fired_time: 0.0000000000, propagate_forward_time: 1.8814741373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3502510786
validation[          , genome   770] predictions:    9208/  10000 (92.08%), best:    9229/10000 (92.29%), error:      2672.41895, best error:      2597.14233 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 25.8699722290s, input_fired_time: 0.2787747085, output_fired_time: 0.2509147525, propagate_forward_time: 9.4865674973, propagate_backward_time: 13.8870935440, weight_update_time: 0.0933738425, other_time: 1.9666213989
epoch time: 2.2897639275s, input_fired_time: 0.0346489325, output_fired_time: 0.0000000000, propagate_forward_time: 1.9033496380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517653942
validation[          , genome   770] predictions:    9219/  10000 (92.19%), best:    9229/10000 (92.29%), error:      2604.14990, best error:      2597.14233 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 25.7007770538s, input_fired_time: 0.2757281661, output_fired_time: 0.2500755191, propagate_forward_time: 9.4280452728, propagate_backward_time: 13.8151359558, weight_update_time: 0.0921697691, other_time: 1.9317913055
epoch time: 2.2736129761s, input_fired_time: 0.0352563374, output_fired_time: 0.0000000000, propagate_forward_time: 1.8909895420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3473670483
validation[          , genome   770] predictions:    9240/  10000 (92.40%), best:    9229/10000 (92.29%), error:      2612.43945, best error:      2597.14233 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 25.7952079773s, input_fired_time: 0.2749941051, output_fired_time: 0.2505221069, propagate_forward_time: 9.4422292709, propagate_backward_time: 13.8593559265, weight_update_time: 0.0934789479, other_time: 1.9681062698
epoch time: 2.2653620243s, input_fired_time: 0.0347920246, output_fired_time: 0.0000000000, propagate_forward_time: 1.8799787760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3505913019
validation[          , genome   770] predictions:    9223/  10000 (92.23%), best:    9223/10000 (92.23%), error:      2588.41772, best error:      2588.41772 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 25.8311157227s, input_fired_time: 0.2757201493, output_fired_time: 0.2508333027, propagate_forward_time: 9.4644155502, propagate_backward_time: 13.8784389496, weight_update_time: 0.0930142030, other_time: 1.9617071152
epoch time: 2.2898731232s, input_fired_time: 0.0365014784, output_fired_time: 0.0000000000, propagate_forward_time: 1.9038562775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3495154381
validation[          , genome   770] predictions:    9237/  10000 (92.37%), best:    9237/10000 (92.37%), error:      2560.87354, best error:      2560.87354 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 25.7597122192s, input_fired_time: 0.2755085528, output_fired_time: 0.2483393252, propagate_forward_time: 9.4279155731, propagate_backward_time: 13.8455829620, weight_update_time: 0.0930736288, other_time: 1.9623661041
epoch time: 2.2619023323s, input_fired_time: 0.0334576257, output_fired_time: 0.0000000000, propagate_forward_time: 1.8775594234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508853912
validation[          , genome   770] predictions:    9246/  10000 (92.46%), best:    9237/10000 (92.37%), error:      2595.64844, best error:      2560.87354 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 25.8573036194s, input_fired_time: 0.2733035982, output_fired_time: 0.2501820326, propagate_forward_time: 9.4812622070, propagate_backward_time: 13.8934335709, weight_update_time: 0.0948748589, other_time: 1.9591226578
epoch time: 2.2693123817s, input_fired_time: 0.0339736082, output_fired_time: 0.0000000000, propagate_forward_time: 1.8889851570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463535309
validation[          , genome   770] predictions:    9235/  10000 (92.35%), best:    9235/10000 (92.35%), error:      2556.58032, best error:      2556.58032 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 25.8959846497s, input_fired_time: 0.2743616700, output_fired_time: 0.2533040643, propagate_forward_time: 9.5218410492, propagate_backward_time: 13.9287729263, weight_update_time: 0.0937327221, other_time: 1.9177045822
epoch time: 2.2908279896s, input_fired_time: 0.0350782238, output_fired_time: 0.0000000000, propagate_forward_time: 1.9091782570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3465714455
validation[          , genome   770] predictions:    9218/  10000 (92.18%), best:    9235/10000 (92.35%), error:      2632.54858, best error:      2556.58032 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 25.9719486237s, input_fired_time: 0.2776657045, output_fired_time: 0.2530842125, propagate_forward_time: 9.5348291397, propagate_backward_time: 13.9414300919, weight_update_time: 0.0939941555, other_time: 1.9649391174
epoch time: 2.2917292118s, input_fired_time: 0.0360700823, output_fired_time: 0.0000000000, propagate_forward_time: 1.9072346687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484244347
validation[          , genome   770] predictions:    9261/  10000 (92.61%), best:    9261/10000 (92.61%), error:      2510.81470, best error:      2510.81470 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 25.6765670776s, input_fired_time: 0.2771011591, output_fired_time: 0.2444476932, propagate_forward_time: 9.3853063583, propagate_backward_time: 13.8154697418, weight_update_time: 0.0926221609, other_time: 1.9542417526
epoch time: 2.2835288048s, input_fired_time: 0.0357672349, output_fired_time: 0.0000000000, propagate_forward_time: 1.8987927437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3489687443
validation[          , genome   770] predictions:    9244/  10000 (92.44%), best:    9261/10000 (92.61%), error:      2541.82275, best error:      2510.81470 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 25.7781887054s, input_fired_time: 0.2739627659, output_fired_time: 0.2487385273, propagate_forward_time: 9.4533863068, propagate_backward_time: 13.8572635651, weight_update_time: 0.0928718746, other_time: 1.9448375702
epoch time: 2.2492034435s, input_fired_time: 0.0346758552, output_fired_time: 0.0000000000, propagate_forward_time: 1.8725074530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420201540
validation[          , genome   770] predictions:    9238/  10000 (92.38%), best:    9261/10000 (92.61%), error:      2558.02954, best error:      2510.81470 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 25.9437713623s, input_fired_time: 0.2772189975, output_fired_time: 0.2527563870, propagate_forward_time: 9.5118770599, propagate_backward_time: 13.9317140579, weight_update_time: 0.0941085294, other_time: 1.9702043533
epoch time: 2.1430101395s, input_fired_time: 0.0331389382, output_fired_time: 0.0000000000, propagate_forward_time: 1.7768646479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3330065012
validation[          , genome   770] predictions:    9251/  10000 (92.51%), best:    9251/10000 (92.51%), error:      2500.02856, best error:      2500.02856 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 25.9191265106s, input_fired_time: 0.2742609084, output_fired_time: 0.2528619766, propagate_forward_time: 9.5265350342, propagate_backward_time: 13.9456319809, weight_update_time: 0.0927079991, other_time: 1.9198350906
epoch time: 2.2863419056s, input_fired_time: 0.0341564193, output_fired_time: 0.0000000000, propagate_forward_time: 1.9065307379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456548452
validation[          , genome   770] predictions:    9243/  10000 (92.43%), best:    9251/10000 (92.51%), error:      2584.51001, best error:      2500.02856 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 25.7757205963s, input_fired_time: 0.2755590677, output_fired_time: 0.2486359179, propagate_forward_time: 9.4338502884, propagate_backward_time: 13.8571710587, weight_update_time: 0.0925892368, other_time: 1.9605045319
epoch time: 2.2783973217s, input_fired_time: 0.0360008664, output_fired_time: 0.0000000000, propagate_forward_time: 1.8945744038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478219509
validation[          , genome   770] predictions:    9261/  10000 (92.61%), best:    9261/10000 (92.61%), error:      2495.04028, best error:      2495.04028 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 25.8428440094s, input_fired_time: 0.2780916095, output_fired_time: 0.2496544868, propagate_forward_time: 9.4782934189, propagate_backward_time: 13.8887653351, weight_update_time: 0.0931688026, other_time: 1.9480390549
epoch time: 2.2860236168s, input_fired_time: 0.0351717509, output_fired_time: 0.0000000000, propagate_forward_time: 1.9064751863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3443766832
validation[          , genome   770] predictions:    9256/  10000 (92.56%), best:    9256/10000 (92.56%), error:      2487.81226, best error:      2487.81226 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 25.7833995819s, input_fired_time: 0.2766167521, output_fired_time: 0.2487347871, propagate_forward_time: 9.4505205154, propagate_backward_time: 13.8666772842, weight_update_time: 0.0958986878, other_time: 1.9408493042
epoch time: 2.2776753902s, input_fired_time: 0.0350209773, output_fired_time: 0.0000000000, propagate_forward_time: 1.8983470201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3443073034
validation[          , genome   770] predictions:    9253/  10000 (92.53%), best:    9256/10000 (92.56%), error:      2490.09766, best error:      2487.81226 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 25.8387317657s, input_fired_time: 0.2783871591, output_fired_time: 0.2531943917, propagate_forward_time: 9.4623270035, propagate_backward_time: 13.8841371536, weight_update_time: 0.0933200493, other_time: 1.9606857300
epoch time: 2.2782981396s, input_fired_time: 0.0350235552, output_fired_time: 0.0000000000, propagate_forward_time: 1.8951063156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481683731
validation[          , genome   770] predictions:    9203/  10000 (92.03%), best:    9256/10000 (92.56%), error:      2673.88330, best error:      2487.81226 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 25.8696537018s, input_fired_time: 0.2778683007, output_fired_time: 0.2483435720, propagate_forward_time: 9.4810934067, propagate_backward_time: 13.9010429382, weight_update_time: 0.0929527655, other_time: 1.9613046646
epoch time: 2.2845723629s, input_fired_time: 0.0359175354, output_fired_time: 0.0000000000, propagate_forward_time: 1.9006996155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479552269
validation[          , genome   770] predictions:    9256/  10000 (92.56%), best:    9256/10000 (92.56%), error:      2479.16650, best error:      2479.16650 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 25.9341468811s, input_fired_time: 0.2773656547, output_fired_time: 0.2534799278, propagate_forward_time: 9.5320434570, propagate_backward_time: 13.9494600296, weight_update_time: 0.0929809436, other_time: 1.9217996597
epoch time: 2.2879877090s, input_fired_time: 0.0361161940, output_fired_time: 0.0000000000, propagate_forward_time: 1.9051890373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466825485
validation[          , genome   770] predictions:    9261/  10000 (92.61%), best:    9256/10000 (92.56%), error:      2497.99829, best error:      2479.16650 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 25.8395385742s, input_fired_time: 0.2770484388, output_fired_time: 0.2520644665, propagate_forward_time: 9.4997644424, propagate_backward_time: 13.8978939056, weight_update_time: 0.0928219408, other_time: 1.9127683640
epoch time: 2.2772786617s, input_fired_time: 0.0344998501, output_fired_time: 0.0000000000, propagate_forward_time: 1.8982467651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3445320129
validation[          , genome   770] predictions:    9258/  10000 (92.58%), best:    9256/10000 (92.56%), error:      2511.86963, best error:      2479.16650 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 25.7117481232s, input_fired_time: 0.2751623392, output_fired_time: 0.2475397438, propagate_forward_time: 9.4062623978, propagate_backward_time: 13.8333873749, weight_update_time: 0.0935105458, other_time: 1.9493970871
epoch time: 2.2488796711s, input_fired_time: 0.0362058915, output_fired_time: 0.0000000000, propagate_forward_time: 1.8675491810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3451244831
validation[          , genome   770] predictions:    9273/  10000 (92.73%), best:    9273/10000 (92.73%), error:      2476.54834, best error:      2476.54834 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 25.7906799316s, input_fired_time: 0.2740208507, output_fired_time: 0.2515327632, propagate_forward_time: 9.4708395004, propagate_backward_time: 13.8882102966, weight_update_time: 0.0931778103, other_time: 1.9060754776
epoch time: 2.2721359730s, input_fired_time: 0.0346694365, output_fired_time: 0.0000000000, propagate_forward_time: 1.8915030956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3459634781
validation[          , genome   770] predictions:    9249/  10000 (92.49%), best:    9273/10000 (92.73%), error:      2546.23877, best error:      2476.54834 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 25.7672195435s, input_fired_time: 0.2747188509, output_fired_time: 0.2476736009, propagate_forward_time: 9.4481449127, propagate_backward_time: 13.8389177322, weight_update_time: 0.0931922793, other_time: 1.9577646255
epoch time: 2.2597672939s, input_fired_time: 0.0346224308, output_fired_time: 0.0000000000, propagate_forward_time: 1.8774433136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3477015495
validation[          , genome   770] predictions:    9237/  10000 (92.37%), best:    9273/10000 (92.73%), error:      2563.81201, best error:      2476.54834 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 25.8550071716s, input_fired_time: 0.2781735957, output_fired_time: 0.2518505454, propagate_forward_time: 9.4744911194, propagate_backward_time: 13.8912296295, weight_update_time: 0.0939927921, other_time: 1.9592628479
epoch time: 2.2624473572s, input_fired_time: 0.0356198438, output_fired_time: 0.0000000000, propagate_forward_time: 1.8787188530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481087685
validation[          , genome   770] predictions:    9251/  10000 (92.51%), best:    9273/10000 (92.73%), error:      2506.93213, best error:      2476.54834 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 26.0300769806s, input_fired_time: 0.2810941041, output_fired_time: 0.2533340156, propagate_forward_time: 9.5556392670, propagate_backward_time: 13.9748802185, weight_update_time: 0.0940142944, other_time: 1.9651298523
epoch time: 2.2970943451s, input_fired_time: 0.0367026813, output_fired_time: 0.0000000000, propagate_forward_time: 1.9095906019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508011103
validation[          , genome   770] predictions:    9260/  10000 (92.60%), best:    9273/10000 (92.73%), error:      2476.90039, best error:      2476.54834 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 25.8030452728s, input_fired_time: 0.2771280408, output_fired_time: 0.2483599335, propagate_forward_time: 9.4722518921, propagate_backward_time: 13.8782262802, weight_update_time: 0.0931294635, other_time: 1.9270792007
epoch time: 2.2823390961s, input_fired_time: 0.0359086245, output_fired_time: 0.0000000000, propagate_forward_time: 1.9001826048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462477922
validation[          , genome   770] predictions:    9271/  10000 (92.71%), best:    9271/10000 (92.71%), error:      2475.38672, best error:      2475.38672 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 25.7512817383s, input_fired_time: 0.2766260505, output_fired_time: 0.2539578676, propagate_forward_time: 9.4181919098, propagate_backward_time: 13.8511629105, weight_update_time: 0.0925046131, other_time: 1.9513425827
epoch time: 2.2745213509s, input_fired_time: 0.0348706059, output_fired_time: 0.0000000000, propagate_forward_time: 1.8909262419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487244844
validation[          , genome   770] predictions:    9244/  10000 (92.44%), best:    9271/10000 (92.71%), error:      2511.73169, best error:      2475.38672 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 25.6191902161s, input_fired_time: 0.2761308849, output_fired_time: 0.2447172552, propagate_forward_time: 9.4000692368, propagate_backward_time: 13.8014717102, weight_update_time: 0.0907677785, other_time: 1.8968019485
epoch time: 2.2484087944s, input_fired_time: 0.0358906351, output_fired_time: 0.0000000000, propagate_forward_time: 1.8712878227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3412303925
validation[          , genome   770] predictions:    9255/  10000 (92.55%), best:    9271/10000 (92.71%), error:      2496.62305, best error:      2475.38672 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 25.8818149567s, input_fired_time: 0.2819066644, output_fired_time: 0.2490354776, propagate_forward_time: 9.4839611053, propagate_backward_time: 13.8958053589, weight_update_time: 0.0935263559, other_time: 1.9711074829
epoch time: 2.2783915997s, input_fired_time: 0.0356604010, output_fired_time: 0.0000000000, propagate_forward_time: 1.8985946178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441364765
validation[          , genome   770] predictions:    9259/  10000 (92.59%), best:    9259/10000 (92.59%), error:      2448.19385, best error:      2448.19385 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 25.8303928375s, input_fired_time: 0.2777316272, output_fired_time: 0.2513165474, propagate_forward_time: 9.4910526276, propagate_backward_time: 13.9086503983, weight_update_time: 0.0926386565, other_time: 1.9016427994
epoch time: 2.2858569622s, input_fired_time: 0.0363272093, output_fired_time: 0.0000000000, propagate_forward_time: 1.9059610367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3435688019
validation[          , genome   770] predictions:    9253/  10000 (92.53%), best:    9259/10000 (92.59%), error:      2451.33057, best error:      2448.19385 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 25.7414608002s, input_fired_time: 0.2798213065, output_fired_time: 0.2475403398, propagate_forward_time: 9.4246511459, propagate_backward_time: 13.8295431137, weight_update_time: 0.0931214690, other_time: 1.9599056244
epoch time: 2.2738704681s, input_fired_time: 0.0359568894, output_fired_time: 0.0000000000, propagate_forward_time: 1.8920204639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458931446
validation[          , genome   770] predictions:    9264/  10000 (92.64%), best:    9259/10000 (92.59%), error:      2456.90918, best error:      2448.19385 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 25.8990211487s, input_fired_time: 0.2789960802, output_fired_time: 0.2530294955, propagate_forward_time: 9.5128955841, propagate_backward_time: 13.9381809235, weight_update_time: 0.0938274935, other_time: 1.9159202576
epoch time: 2.2884464264s, input_fired_time: 0.0350474678, output_fired_time: 0.0000000000, propagate_forward_time: 1.9068419933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3465569019
validation[          , genome   770] predictions:    9260/  10000 (92.60%), best:    9259/10000 (92.59%), error:      2455.24512, best error:      2448.19385 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 25.7743015289s, input_fired_time: 0.2799730003, output_fired_time: 0.2488722503, propagate_forward_time: 9.4477233887, propagate_backward_time: 13.8308458328, weight_update_time: 0.0927843601, other_time: 1.9668874741
epoch time: 2.2710332870s, input_fired_time: 0.0359799266, output_fired_time: 0.0000000000, propagate_forward_time: 1.8872537613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3477995396
validation[          , genome   770] predictions:    9283/  10000 (92.83%), best:    9283/10000 (92.83%), error:      2416.38843, best error:      2416.38843 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 25.7761402130s, input_fired_time: 0.2796767950, output_fired_time: 0.2480413318, propagate_forward_time: 9.4584016800, propagate_backward_time: 13.8743448257, weight_update_time: 0.0919177309, other_time: 1.9156761169
epoch time: 2.2722878456s, input_fired_time: 0.0353460275, output_fired_time: 0.0000000000, propagate_forward_time: 1.8976055384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3393362761
validation[          , genome   770] predictions:    9232/  10000 (92.32%), best:    9283/10000 (92.83%), error:      2493.48462, best error:      2416.38843 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 25.7589149475s, input_fired_time: 0.2801574469, output_fired_time: 0.2489432991, propagate_forward_time: 9.4354600906, propagate_backward_time: 13.8412094116, weight_update_time: 0.0924665630, other_time: 1.9531450272
epoch time: 2.2931766510s, input_fired_time: 0.0372396186, output_fired_time: 0.0000000000, propagate_forward_time: 1.9104719162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3454651833
validation[          , genome   770] predictions:    9262/  10000 (92.62%), best:    9283/10000 (92.83%), error:      2484.31787, best error:      2416.38843 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 25.7874679565s, input_fired_time: 0.2803219259, output_fired_time: 0.2484664768, propagate_forward_time: 9.4574337006, propagate_backward_time: 13.8646564484, weight_update_time: 0.0938257575, other_time: 1.9365901947
epoch time: 2.2747232914s, input_fired_time: 0.0361131951, output_fired_time: 0.0000000000, propagate_forward_time: 1.8926002979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3460097313
validation[          , genome   770] predictions:    9282/  10000 (92.82%), best:    9283/10000 (92.83%), error:      2424.04297, best error:      2416.38843 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 25.8508510590s, input_fired_time: 0.2801671326, output_fired_time: 0.2482307106, propagate_forward_time: 9.4620695114, propagate_backward_time: 13.8955955505, weight_update_time: 0.0951319039, other_time: 1.9647893906
epoch time: 2.2660269737s, input_fired_time: 0.0368756764, output_fired_time: 0.0000000000, propagate_forward_time: 1.8828802109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462710381
validation[          , genome   770] predictions:    9272/  10000 (92.72%), best:    9283/10000 (92.83%), error:      2425.54028, best error:      2416.38843 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 25.8604965210s, input_fired_time: 0.2813616395, output_fired_time: 0.2505131960, propagate_forward_time: 9.4935798645, propagate_backward_time: 13.8751077652, weight_update_time: 0.0927626193, other_time: 1.9599332809
epoch time: 2.2849657536s, input_fired_time: 0.0360978432, output_fired_time: 0.0000000000, propagate_forward_time: 1.8986779451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501900434
validation[          , genome   770] predictions:    9273/  10000 (92.73%), best:    9273/10000 (92.73%), error:      2404.58228, best error:      2404.58228 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 25.7564888000s, input_fired_time: 0.2827255428, output_fired_time: 0.2488616705, propagate_forward_time: 9.4363489151, propagate_backward_time: 13.8383378983, weight_update_time: 0.0925409049, other_time: 1.9502143860
epoch time: 2.2600674629s, input_fired_time: 0.0360222086, output_fired_time: 0.0000000000, propagate_forward_time: 1.8772728443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467724323
validation[          , genome   770] predictions:    9273/  10000 (92.73%), best:    9273/10000 (92.73%), error:      2430.14771, best error:      2404.58228 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 25.8781509399s, input_fired_time: 0.2855107486, output_fired_time: 0.2510099709, propagate_forward_time: 9.4945659637, propagate_backward_time: 13.9119796753, weight_update_time: 0.0930453986, other_time: 1.9350833893
epoch time: 2.2920441628s, input_fired_time: 0.0357257724, output_fired_time: 0.0000000000, propagate_forward_time: 1.9107606411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455576897
validation[          , genome   770] predictions:    9276/  10000 (92.76%), best:    9273/10000 (92.73%), error:      2438.76587, best error:      2404.58228 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 25.9667015076s, input_fired_time: 0.2850002050, output_fired_time: 0.2507441640, propagate_forward_time: 9.5230894089, propagate_backward_time: 13.9491834641, weight_update_time: 0.0941786617, other_time: 1.9586849213
epoch time: 2.2913196087s, input_fired_time: 0.0365061760, output_fired_time: 0.0000000000, propagate_forward_time: 1.9108611345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3439522982
validation[          , genome   770] predictions:    9278/  10000 (92.78%), best:    9273/10000 (92.73%), error:      2441.03271, best error:      2404.58228 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 25.8154907227s, input_fired_time: 0.2820526063, output_fired_time: 0.2479921877, propagate_forward_time: 9.4766473770, propagate_backward_time: 13.8656711578, weight_update_time: 0.0931876302, other_time: 1.9431276321
epoch time: 2.2787346840s, input_fired_time: 0.0363908485, output_fired_time: 0.0000000000, propagate_forward_time: 1.8970450163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3452988863
validation[          , genome   770] predictions:    9286/  10000 (92.86%), best:    9273/10000 (92.73%), error:      2422.34448, best error:      2404.58228 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 25.7435817719s, input_fired_time: 0.2793288231, output_fired_time: 0.2489355356, propagate_forward_time: 9.4604921341, propagate_backward_time: 13.8423881531, weight_update_time: 0.0920147300, other_time: 1.9124364853
epoch time: 2.2770330906s, input_fired_time: 0.0361063592, output_fired_time: 0.0000000000, propagate_forward_time: 1.8953799009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455468416
validation[          , genome   770] predictions:    9269/  10000 (92.69%), best:    9273/10000 (92.73%), error:      2457.22900, best error:      2404.58228 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 25.8197326660s, input_fired_time: 0.2798677981, output_fired_time: 0.2519203424, propagate_forward_time: 9.4950313568, propagate_backward_time: 13.8862009048, weight_update_time: 0.0926481634, other_time: 1.9067125320
epoch time: 2.2797853947s, input_fired_time: 0.0365621559, output_fired_time: 0.0000000000, propagate_forward_time: 1.8989495039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3442736864
validation[          , genome   770] predictions:    9282/  10000 (92.82%), best:    9273/10000 (92.73%), error:      2418.29004, best error:      2404.58228 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 25.8789901733s, input_fired_time: 0.2825715542, output_fired_time: 0.2518821359, propagate_forward_time: 9.5023212433, propagate_backward_time: 13.9255704880, weight_update_time: 0.0921488702, other_time: 1.9166440964
epoch time: 2.2847330570s, input_fired_time: 0.0368577428, output_fired_time: 0.0000000000, propagate_forward_time: 1.9033102989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3445649147
validation[          , genome   770] predictions:    9283/  10000 (92.83%), best:    9273/10000 (92.73%), error:      2405.98682, best error:      2404.58228 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 25.9424400330s, input_fired_time: 0.2845622003, output_fired_time: 0.2538855076, propagate_forward_time: 9.5191259384, propagate_backward_time: 13.9220981598, weight_update_time: 0.0941623822, other_time: 1.9627676010
epoch time: 2.2841939926s, input_fired_time: 0.0362708159, output_fired_time: 0.0000000000, propagate_forward_time: 1.9013836384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3465394974
validation[          , genome   770] predictions:    9280/  10000 (92.80%), best:    9273/10000 (92.73%), error:      2423.47729, best error:      2404.58228 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 25.9658508301s, input_fired_time: 0.2831979990, output_fired_time: 0.2516313195, propagate_forward_time: 9.5429744720, propagate_backward_time: 13.9713191986, weight_update_time: 0.0926853418, other_time: 1.9167289734
epoch time: 2.2880666256s, input_fired_time: 0.0365523398, output_fired_time: 0.0000000000, propagate_forward_time: 1.9076976776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3438165188
validation[          , genome   770] predictions:    9275/  10000 (92.75%), best:    9273/10000 (92.73%), error:      2430.09058, best error:      2404.58228 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 25.7727622986s, input_fired_time: 0.2815635800, output_fired_time: 0.2483695745, propagate_forward_time: 9.4684686661, propagate_backward_time: 13.8086547852, weight_update_time: 0.0925452784, other_time: 1.9657068253
epoch time: 2.2875270844s, input_fired_time: 0.0364399850, output_fired_time: 0.0000000000, propagate_forward_time: 1.8988401890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522469997
validation[          , genome   770] predictions:    9276/  10000 (92.76%), best:    9273/10000 (92.73%), error:      2434.97144, best error:      2404.58228 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 25.9373836517s, input_fired_time: 0.2854301631, output_fired_time: 0.2515408695, propagate_forward_time: 9.5203866959, propagate_backward_time: 13.9118127823, weight_update_time: 0.0944174081, other_time: 1.9682121277
epoch time: 2.2880599499s, input_fired_time: 0.0370281711, output_fired_time: 0.0000000000, propagate_forward_time: 1.9004342556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3505976200
validation[          , genome   770] predictions:    9281/  10000 (92.81%), best:    9273/10000 (92.73%), error:      2429.76733, best error:      2404.58228 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 25.7990608215s, input_fired_time: 0.2849480212, output_fired_time: 0.2495546043, propagate_forward_time: 9.4791946411, propagate_backward_time: 13.8495607376, weight_update_time: 0.0922765359, other_time: 1.9358034134
epoch time: 2.2784578800s, input_fired_time: 0.0368534736, output_fired_time: 0.0000000000, propagate_forward_time: 1.8967783451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448259830
validation[          , genome   770] predictions:    9261/  10000 (92.61%), best:    9273/10000 (92.73%), error:      2454.18579, best error:      2404.58228 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 25.9587326050s, input_fired_time: 0.2856284976, output_fired_time: 0.2518213987, propagate_forward_time: 9.5390138626, propagate_backward_time: 13.9642591476, weight_update_time: 0.0932854712, other_time: 1.9180088043
epoch time: 2.2857937813s, input_fired_time: 0.0359714106, output_fired_time: 0.0000000000, propagate_forward_time: 1.9050874710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3447349072
validation[          , genome   770] predictions:    9275/  10000 (92.75%), best:    9273/10000 (92.73%), error:      2437.66748, best error:      2404.58228 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 25.8567047119s, input_fired_time: 0.2818656266, output_fired_time: 0.2515146434, propagate_forward_time: 9.4754467010, propagate_backward_time: 13.8849821091, weight_update_time: 0.0938274786, other_time: 1.9628953934
epoch time: 2.2798595428s, input_fired_time: 0.0368556008, output_fired_time: 0.0000000000, propagate_forward_time: 1.8945628405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484410048
validation[          , genome   770] predictions:    9284/  10000 (92.84%), best:    9273/10000 (92.73%), error:      2424.59009, best error:      2404.58228 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 25.7743358612s, input_fired_time: 0.2819142640, output_fired_time: 0.2478242964, propagate_forward_time: 9.4412775040, propagate_backward_time: 13.8335475922, weight_update_time: 0.0939394012, other_time: 1.9697732925
epoch time: 2.2665779591s, input_fired_time: 0.0367176011, output_fired_time: 0.0000000000, propagate_forward_time: 1.8837380409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461222649
validation[          , genome   770] predictions:    9284/  10000 (92.84%), best:    9273/10000 (92.73%), error:      2413.88354, best error:      2404.58228 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 25.7214298248s, input_fired_time: 0.2824794650, output_fired_time: 0.2468169183, propagate_forward_time: 9.4390993118, propagate_backward_time: 13.8409061432, weight_update_time: 0.0921770036, other_time: 1.9121274948
epoch time: 2.2602865696s, input_fired_time: 0.0361819752, output_fired_time: 0.0000000000, propagate_forward_time: 1.8805562258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3435484171
validation[          , genome   770] predictions:    9290/  10000 (92.90%), best:    9290/10000 (92.90%), error:      2397.31689, best error:      2397.31689 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 25.7076435089s, input_fired_time: 0.2830300033, output_fired_time: 0.2497556359, propagate_forward_time: 9.4629726410, propagate_backward_time: 13.8094177246, weight_update_time: 0.0923610181, other_time: 1.9024677277
epoch time: 2.2715957165s, input_fired_time: 0.0362084694, output_fired_time: 0.0000000000, propagate_forward_time: 1.8886715174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467158079
validation[          , genome   770] predictions:    9284/  10000 (92.84%), best:    9290/10000 (92.90%), error:      2435.57642, best error:      2397.31689 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 25.6863307953s, input_fired_time: 0.2832102180, output_fired_time: 0.2491286099, propagate_forward_time: 9.4091453552, propagate_backward_time: 13.8250322342, weight_update_time: 0.0921530426, other_time: 1.9198141098
epoch time: 2.2797355652s, input_fired_time: 0.0367641933, output_fired_time: 0.0000000000, propagate_forward_time: 1.8985117674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444596529
validation[          , genome   770] predictions:    9286/  10000 (92.86%), best:    9290/10000 (92.90%), error:      2401.03125, best error:      2397.31689 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 25.9295158386s, input_fired_time: 0.2854050398, output_fired_time: 0.2526958883, propagate_forward_time: 9.5209417343, propagate_backward_time: 13.9424009323, weight_update_time: 0.0938262269, other_time: 1.9280738831
epoch time: 2.2886254787s, input_fired_time: 0.0372340679, output_fired_time: 0.0000000000, propagate_forward_time: 1.9057325125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456588984
validation[          , genome   770] predictions:    9279/  10000 (92.79%), best:    9290/10000 (92.90%), error:      2408.65625, best error:      2397.31689 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 25.7301654816s, input_fired_time: 0.2831232548, output_fired_time: 0.2502469718, propagate_forward_time: 9.4442367554, propagate_backward_time: 13.8358211517, weight_update_time: 0.0924563929, other_time: 1.9167385101
epoch time: 2.2700536251s, input_fired_time: 0.0371541902, output_fired_time: 0.0000000000, propagate_forward_time: 1.8910291195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418703079
validation[          , genome   770] predictions:    9273/  10000 (92.73%), best:    9290/10000 (92.90%), error:      2425.82153, best error:      2397.31689 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 25.8994064331s, input_fired_time: 0.2869057059, output_fired_time: 0.2480145097, propagate_forward_time: 9.4968709946, propagate_backward_time: 13.9059028625, weight_update_time: 0.0931242928, other_time: 1.9617128372
epoch time: 2.2583744526s, input_fired_time: 0.0370798372, output_fired_time: 0.0000000000, propagate_forward_time: 1.8747367859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3465578556
validation[          , genome   770] predictions:    9270/  10000 (92.70%), best:    9290/10000 (92.90%), error:      2466.52783, best error:      2397.31689 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 25.7646484375s, input_fired_time: 0.2841012478, output_fired_time: 0.2508906126, propagate_forward_time: 9.4501619339, propagate_backward_time: 13.8562469482, weight_update_time: 0.0926361606, other_time: 1.9232473373
epoch time: 2.2725353241s, input_fired_time: 0.0366655178, output_fired_time: 0.0000000000, propagate_forward_time: 1.8946560621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3412138224
validation[          , genome   770] predictions:    9287/  10000 (92.87%), best:    9290/10000 (92.90%), error:      2410.72241, best error:      2397.31689 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 25.9508991241s, input_fired_time: 0.2881841958, output_fired_time: 0.2527329624, propagate_forward_time: 9.5279226303, propagate_backward_time: 13.9578170776, weight_update_time: 0.0937715471, other_time: 1.9242410660
epoch time: 2.2909662724s, input_fired_time: 0.0371007733, output_fired_time: 0.0000000000, propagate_forward_time: 1.9084781408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453873396
validation[          , genome   770] predictions:    9285/  10000 (92.85%), best:    9290/10000 (92.90%), error:      2406.02148, best error:      2397.31689 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 25.8038673401s, input_fired_time: 0.2847198546, output_fired_time: 0.2521069348, propagate_forward_time: 9.4900064468, propagate_backward_time: 13.8714809418, weight_update_time: 0.0930094719, other_time: 1.9055528641
epoch time: 2.2784793377s, input_fired_time: 0.0361909345, output_fired_time: 0.0000000000, propagate_forward_time: 1.8987401724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3435481787
validation[          , genome   770] predictions:    9254/  10000 (92.54%), best:    9290/10000 (92.90%), error:      2484.33765, best error:      2397.31689 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 25.7673835754s, input_fired_time: 0.2860008776, output_fired_time: 0.2496969104, propagate_forward_time: 9.4466867447, propagate_backward_time: 13.8741836548, weight_update_time: 0.0923649445, other_time: 1.9108152390
epoch time: 2.2782232761s, input_fired_time: 0.0374395363, output_fired_time: 0.0000000000, propagate_forward_time: 1.8954154253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453682661
validation[          , genome   770] predictions:    9276/  10000 (92.76%), best:    9290/10000 (92.90%), error:      2410.49536, best error:      2397.31689 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 25.8191013336s, input_fired_time: 0.2863882184, output_fired_time: 0.2491072118, propagate_forward_time: 9.4976062775, propagate_backward_time: 13.8847045898, weight_update_time: 0.0927356333, other_time: 1.9012947083
epoch time: 2.2811677456s, input_fired_time: 0.0376910940, output_fired_time: 0.0000000000, propagate_forward_time: 1.8973709345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461056948
validation[          , genome   770] predictions:    9280/  10000 (92.80%), best:    9290/10000 (92.90%), error:      2419.30835, best error:      2397.31689 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 25.8960151672s, input_fired_time: 0.2863815427, output_fired_time: 0.2503330112, propagate_forward_time: 9.5070219040, propagate_backward_time: 13.9165763855, weight_update_time: 0.0943762884, other_time: 1.9357023239
epoch time: 2.2819035053s, input_fired_time: 0.0374249928, output_fired_time: 0.0000000000, propagate_forward_time: 1.9001132250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3443652391
validation[          , genome   770] predictions:    9281/  10000 (92.81%), best:    9290/10000 (92.90%), error:      2430.68750, best error:      2397.31689 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 25.9685935974s, input_fired_time: 0.2847670317, output_fired_time: 0.2535491288, propagate_forward_time: 9.5306367874, propagate_backward_time: 13.9460744858, weight_update_time: 0.0924495459, other_time: 1.9535655975
epoch time: 2.2842438221s, input_fired_time: 0.0374211408, output_fired_time: 0.0000000000, propagate_forward_time: 1.9013415575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3454810381
validation[          , genome   770] predictions:    9284/  10000 (92.84%), best:    9290/10000 (92.90%), error:      2413.93677, best error:      2397.31689 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 25.9902114868s, input_fired_time: 0.2855890095, output_fired_time: 0.2527019382, propagate_forward_time: 9.5494365692, propagate_backward_time: 13.9565649033, weight_update_time: 0.0927369595, other_time: 1.9459180832
epoch time: 2.2784092426s, input_fired_time: 0.0376133658, output_fired_time: 0.0000000000, propagate_forward_time: 1.8954569101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453389406
validation[          , genome   770] predictions:    9285/  10000 (92.85%), best:    9290/10000 (92.90%), error:      2412.49780, best error:      2397.31689 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 25.7784557343s, input_fired_time: 0.2862853706, output_fired_time: 0.2478169501, propagate_forward_time: 9.4451875687, propagate_backward_time: 13.8407173157, weight_update_time: 0.0933964700, other_time: 1.9584493637
epoch time: 2.2468435764s, input_fired_time: 0.0373417176, output_fired_time: 0.0000000000, propagate_forward_time: 1.8664847612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3430169821
validation[          , genome   770] predictions:    9279/  10000 (92.79%), best:    9290/10000 (92.90%), error:      2422.20093, best error:      2397.31689 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 25.7775115967s, input_fired_time: 0.2858387232, output_fired_time: 0.2500316203, propagate_forward_time: 9.4367752075, propagate_backward_time: 13.8444766998, weight_update_time: 0.0937958583, other_time: 1.9603881836
epoch time: 2.2478930950s, input_fired_time: 0.0370696113, output_fired_time: 0.0000000000, propagate_forward_time: 1.8682283163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425952196
validation[          , genome   770] predictions:    9280/  10000 (92.80%), best:    9290/10000 (92.90%), error:      2438.76074, best error:      2397.31689 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 25.9233493805s, input_fired_time: 0.2891310453, output_fired_time: 0.2542424500, propagate_forward_time: 9.5280809402, propagate_backward_time: 13.9401073456, weight_update_time: 0.0930466428, other_time: 1.9117879868
epoch time: 2.2876038551s, input_fired_time: 0.0377846360, output_fired_time: 0.0000000000, propagate_forward_time: 1.9045438766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3452754021
validation[          , genome   770] predictions:    9290/  10000 (92.90%), best:    9290/10000 (92.90%), error:      2387.46216, best error:      2387.46216 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 25.8482131958s, input_fired_time: 0.2847540975, output_fired_time: 0.2503468096, propagate_forward_time: 9.4679574966, propagate_backward_time: 13.8926496506, weight_update_time: 0.0935772732, other_time: 1.9525051117
epoch time: 2.2952761650s, input_fired_time: 0.0380264372, output_fired_time: 0.0000000000, propagate_forward_time: 1.9069632292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3502866030
validation[          , genome   770] predictions:    9269/  10000 (92.69%), best:    9290/10000 (92.90%), error:      2419.33789, best error:      2387.46216 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 25.8601799011s, input_fired_time: 0.2866720855, output_fired_time: 0.2505707145, propagate_forward_time: 9.5061960220, propagate_backward_time: 13.8621444702, weight_update_time: 0.0933016986, other_time: 1.9545965195
epoch time: 2.2889957428s, input_fired_time: 0.0371076353, output_fired_time: 0.0000000000, propagate_forward_time: 1.9042026997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476853371
validation[          , genome   770] predictions:    9284/  10000 (92.84%), best:    9290/10000 (92.90%), error:      2392.12744, best error:      2387.46216 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 25.8325958252s, input_fired_time: 0.2872255743, output_fired_time: 0.2495420128, propagate_forward_time: 9.4693574905, propagate_backward_time: 13.8691329956, weight_update_time: 0.0925110355, other_time: 1.9573373795
epoch time: 2.2615354061s, input_fired_time: 0.0372263454, output_fired_time: 0.0000000000, propagate_forward_time: 1.8812700510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3430389166
validation[          , genome   770] predictions:    9279/  10000 (92.79%), best:    9290/10000 (92.90%), error:      2395.16821, best error:      2387.46216 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 26.0763549805s, input_fired_time: 0.2876404226, output_fired_time: 0.2532450557, propagate_forward_time: 9.5754384995, propagate_backward_time: 13.9937810898, weight_update_time: 0.0941512883, other_time: 1.9662513733
epoch time: 2.3013980389s, input_fired_time: 0.0375317931, output_fired_time: 0.0000000000, propagate_forward_time: 1.9150847197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487814665
validation[          , genome   770] predictions:    9282/  10000 (92.82%), best:    9282/10000 (92.82%), error:      2386.88330, best error:      2386.88330 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 25.9985179901s, input_fired_time: 0.2875634134, output_fired_time: 0.2537968159, propagate_forward_time: 9.5222949982, propagate_backward_time: 13.9747343063, weight_update_time: 0.0938962922, other_time: 1.9601278305
epoch time: 2.2999222279s, input_fired_time: 0.0380413942, output_fired_time: 0.0000000000, propagate_forward_time: 1.9148586988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470221758
validation[          , genome   770] predictions:    9270/  10000 (92.70%), best:    9282/10000 (92.82%), error:      2456.80127, best error:      2386.88330 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 25.9083137512s, input_fired_time: 0.2878941000, output_fired_time: 0.2499445677, propagate_forward_time: 9.5075073242, propagate_backward_time: 13.9089441299, weight_update_time: 0.0933857933, other_time: 1.9540243149
epoch time: 2.2831907272s, input_fired_time: 0.0379102081, output_fired_time: 0.0000000000, propagate_forward_time: 1.8962644339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3490160704
validation[          , genome   770] predictions:    9264/  10000 (92.64%), best:    9282/10000 (92.82%), error:      2462.92578, best error:      2386.88330 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 25.9324550629s, input_fired_time: 0.2871774435, output_fired_time: 0.2517659068, propagate_forward_time: 9.5218048096, propagate_backward_time: 13.9477853775, weight_update_time: 0.0930384845, other_time: 1.9239206314
epoch time: 2.2874021530s, input_fired_time: 0.0371033549, output_fired_time: 0.0000000000, propagate_forward_time: 1.9038425684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3464561701
validation[          , genome   770] predictions:    9283/  10000 (92.83%), best:    9282/10000 (92.82%), error:      2397.64844, best error:      2386.88330 on epoch:    97, 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: 11.4716987610s, input_fired_time: 0.1892976612, output_fired_time: 0.0000000000, propagate_forward_time: 9.4833030701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7990980148
best training[          , genome   770] predictions:   47316/  50000 (94.63%), best:    9282/10000 (92.82%), error:      9672.14844, best error:      2386.88330 on epoch:    97, 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: 2.2810428143s, input_fired_time: 0.0377175994, output_fired_time: 0.0000000000, propagate_forward_time: 1.8925570250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507682085
   testing[          , genome   770] predictions:    9388/  10000 (93.88%), best:    9282/10000 (92.82%), error:      2112.10864, best error:      2386.88330 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:50:25 (3412): called boinc_finish(0)

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