Nameexact_genome_1508499903_23_11623_2
Workunit2248494
Created3 Dec 2017, 1:33:17 UTC
Sent3 Dec 2017, 1:38:54 UTC
Report deadline15 Jan 2018, 14:38:51 UTC
Received4 Dec 2017, 8:54:07 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time23 hours 1 min 40 sec
CPU time23 hours 0 min 30 sec
Validate stateValid
Credit10,885.41
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size173.52 MB
Peak swap size177.14 MB
Peak disk usage5.58 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
gate_backward_time: 440.7761840820, weight_update_time: 0.5786055923, other_time: 10.4421386719
epoch time: 59.7571830750s, input_fired_time: 1.3163298368, output_fired_time: 0.0000000000, propagate_forward_time: 56.5620574951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8787956238
validation[          , genome 11623] predictions:    9795/  10000 (97.95%), best:    9850/10000 (98.50%), error:       653.95392, best error:       485.25955 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 753.7766723633s, input_fired_time: 10.2246446609, output_fired_time: 9.3864889145, propagate_forward_time: 283.2517089844, propagate_backward_time: 440.4711914063, weight_update_time: 0.5812389851, other_time: 10.4426269531
epoch time: 59.4603271484s, input_fired_time: 1.2748061419, output_fired_time: 0.0000000000, propagate_forward_time: 56.3482475281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8372726440
validation[          , genome 11623] predictions:    9829/  10000 (98.29%), best:    9850/10000 (98.50%), error:       538.24249, best error:       485.25955 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 753.5058593750s, input_fired_time: 10.2355585098, output_fired_time: 9.4229145050, propagate_forward_time: 282.9841918945, propagate_backward_time: 440.3915100098, weight_update_time: 0.5840747952, other_time: 10.4717102051
epoch time: 60.4934883118s, input_fired_time: 1.3339556456, output_fired_time: 0.0000000000, propagate_forward_time: 57.2733840942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8861503601
validation[          , genome 11623] predictions:    9818/  10000 (98.18%), best:    9850/10000 (98.50%), error:       612.55029, best error:       485.25955 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 754.6547241211s, input_fired_time: 10.2566947937, output_fired_time: 9.4158000946, propagate_forward_time: 283.5102539063, propagate_backward_time: 441.0939025879, weight_update_time: 0.5819236040, other_time: 10.3780822754
epoch time: 59.5836715698s, input_fired_time: 1.3052198887, output_fired_time: 0.0000000000, propagate_forward_time: 56.4043006897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8741493225
validation[          , genome 11623] predictions:    9837/  10000 (98.37%), best:    9850/10000 (98.50%), error:       546.08405, best error:       485.25955 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 753.5310058594s, input_fired_time: 10.3029289246, output_fired_time: 9.3766260147, propagate_forward_time: 283.1707153320, propagate_backward_time: 440.1643981934, weight_update_time: 0.5898621678, other_time: 10.5163269043
epoch time: 59.6711158752s, input_fired_time: 1.2729291916, output_fired_time: 0.0000000000, propagate_forward_time: 56.5391921997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8589935303
validation[          , genome 11623] predictions:    9840/  10000 (98.40%), best:    9850/10000 (98.50%), error:       498.36423, best error:       485.25955 on epoch:    10, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 754.2250366211s, input_fired_time: 10.2728137970, output_fired_time: 9.4139070511, propagate_forward_time: 283.2490234375, propagate_backward_time: 440.7916870117, weight_update_time: 0.6023908854, other_time: 10.4976196289
epoch time: 60.5287475586s, input_fired_time: 1.3135517836, output_fired_time: 0.0000000000, propagate_forward_time: 57.2737350464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9414596558
validation[          , genome 11623] predictions:    9808/  10000 (98.08%), best:    9850/10000 (98.50%), error:       636.27454, best error:       485.25955 on epoch:    10, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 756.0535888672s, input_fired_time: 10.2608766556, output_fired_time: 9.4154300690, propagate_forward_time: 283.9382629395, propagate_backward_time: 441.9845581055, weight_update_time: 0.5919737816, other_time: 10.4544982910
epoch time: 60.0366859436s, input_fired_time: 1.2899808884, output_fired_time: 0.0000000000, propagate_forward_time: 56.8487319946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8979721069
validation[          , genome 11623] predictions:    9827/  10000 (98.27%), best:    9850/10000 (98.50%), error:       537.72156, best error:       485.25955 on epoch:    10, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 753.4130249023s, input_fired_time: 10.2720108032, output_fired_time: 9.3887224197, propagate_forward_time: 282.5702209473, propagate_backward_time: 440.5674438477, weight_update_time: 0.6050676703, other_time: 10.6145935059
epoch time: 59.9078826904s, input_fired_time: 1.2819625139, output_fired_time: 0.0000000000, propagate_forward_time: 56.7909965515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8349227905
validation[          , genome 11623] predictions:    9846/  10000 (98.46%), best:    9850/10000 (98.50%), error:       500.92606, best error:       485.25955 on epoch:    10, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 754.0414428711s, input_fired_time: 10.3090314865, output_fired_time: 9.3827800751, propagate_forward_time: 283.2016296387, propagate_backward_time: 440.6397705078, weight_update_time: 0.6049040556, other_time: 10.5082702637
epoch time: 60.5148086548s, input_fired_time: 1.3011622429, output_fired_time: 0.0000000000, propagate_forward_time: 57.3346443176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8790016174
validation[          , genome 11623] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       465.01279, best error:       465.01279 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 756.7923583984s, input_fired_time: 10.2352504730, output_fired_time: 9.4604463577, propagate_forward_time: 284.2549133301, propagate_backward_time: 442.3791503906, weight_update_time: 0.6139096022, other_time: 10.4626159668
epoch time: 60.2547950745s, input_fired_time: 1.3057126999, output_fired_time: 0.0000000000, propagate_forward_time: 57.0935668945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8555145264
validation[          , genome 11623] predictions:    9847/  10000 (98.47%), best:    9849/10000 (98.49%), error:       470.53922, best error:       465.01279 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 752.0202026367s, input_fired_time: 10.2509880066, output_fired_time: 9.3921175003, propagate_forward_time: 281.8018493652, propagate_backward_time: 440.0710144043, weight_update_time: 0.6312860250, other_time: 10.5042724609
epoch time: 59.8376426697s, input_fired_time: 1.3018778563, output_fired_time: 0.0000000000, propagate_forward_time: 56.6100349426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9257316589
validation[          , genome 11623] predictions:    9857/  10000 (98.57%), best:    9849/10000 (98.49%), error:       471.73285, best error:       465.01279 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 753.7838134766s, input_fired_time: 10.3093852997, output_fired_time: 9.3793430328, propagate_forward_time: 282.5987854004, propagate_backward_time: 440.9121093750, weight_update_time: 0.6424731612, other_time: 10.5841979980
epoch time: 59.7000656128s, input_fired_time: 1.2904496193, output_fired_time: 0.0000000000, propagate_forward_time: 56.5336151123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8759994507
validation[          , genome 11623] predictions:    9830/  10000 (98.30%), best:    9849/10000 (98.49%), error:       512.18646, best error:       465.01279 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 754.1976928711s, input_fired_time: 10.2728710175, output_fired_time: 9.3773727417, propagate_forward_time: 282.7697143555, propagate_backward_time: 441.2012329102, weight_update_time: 0.6439434886, other_time: 10.5764770508
epoch time: 59.7157821655s, input_fired_time: 1.3081275225, output_fired_time: 0.0000000000, propagate_forward_time: 56.4910621643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9165916443
validation[          , genome 11623] predictions:    9831/  10000 (98.31%), best:    9849/10000 (98.49%), error:       514.44989, best error:       465.01279 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 756.5275268555s, input_fired_time: 10.2763900757, output_fired_time: 9.4039506912, propagate_forward_time: 283.4948730469, propagate_backward_time: 442.8564147949, weight_update_time: 0.6531179547, other_time: 10.4959411621
epoch time: 59.7887611389s, input_fired_time: 1.3063715696, output_fired_time: 0.0000000000, propagate_forward_time: 56.5771446228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9052467346
validation[          , genome 11623] predictions:    9827/  10000 (98.27%), best:    9849/10000 (98.49%), error:       542.66510, best error:       465.01279 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 759.0732421875s, input_fired_time: 10.2469654083, output_fired_time: 9.4456768036, propagate_forward_time: 284.9747619629, propagate_backward_time: 443.8932495117, weight_update_time: 0.6689633727, other_time: 10.5126037598
epoch time: 59.8955154419s, input_fired_time: 1.2892147303, output_fired_time: 0.0000000000, propagate_forward_time: 56.7187690735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8875312805
validation[          , genome 11623] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       437.63043, best error:       437.63043 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 756.8501586914s, input_fired_time: 10.2707138062, output_fired_time: 9.4203872681, propagate_forward_time: 283.9038085938, propagate_backward_time: 442.7528381348, weight_update_time: 0.6814417243, other_time: 10.5024108887
epoch time: 60.0084495544s, input_fired_time: 1.3015297651, output_fired_time: 0.0000000000, propagate_forward_time: 56.8400421143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8668785095
validation[          , genome 11623] predictions:    9853/  10000 (98.53%), best:    9852/10000 (98.52%), error:       480.69736, best error:       437.63043 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 756.6555175781s, input_fired_time: 10.2872838974, output_fired_time: 9.4039125443, propagate_forward_time: 283.3506774902, propagate_backward_time: 443.0400390625, weight_update_time: 0.6914807558, other_time: 10.5735778809
epoch time: 60.9430122375s, input_fired_time: 1.3220109940, output_fired_time: 0.0000000000, propagate_forward_time: 57.6489868164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9720153809
validation[          , genome 11623] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       422.91306, best error:       422.91306 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 757.0109863281s, input_fired_time: 10.2755794525, output_fired_time: 9.4575157166, propagate_forward_time: 283.8152160645, propagate_backward_time: 442.9444885254, weight_update_time: 0.7089518905, other_time: 10.5181884766
epoch time: 59.8348731995s, input_fired_time: 1.3053675890, output_fired_time: 0.0000000000, propagate_forward_time: 56.6598396301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8696670532
validation[          , genome 11623] predictions:    9856/  10000 (98.56%), best:    9877/10000 (98.77%), error:       473.53394, best error:       422.91306 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 756.2587890625s, input_fired_time: 10.2608146667, output_fired_time: 9.4523048401, propagate_forward_time: 283.3253479004, propagate_backward_time: 442.6878356934, weight_update_time: 0.7207690477, other_time: 10.5324707031
epoch time: 59.5278892517s, input_fired_time: 1.3106642962, output_fired_time: 0.0000000000, propagate_forward_time: 56.3050422668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9121818542
validation[          , genome 11623] predictions:    9813/  10000 (98.13%), best:    9877/10000 (98.77%), error:       601.99243, best error:       422.91306 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 758.2714233398s, input_fired_time: 10.2665061951, output_fired_time: 9.4769582748, propagate_forward_time: 284.4015197754, propagate_backward_time: 443.5618591309, weight_update_time: 0.7314571142, other_time: 10.5646362305
epoch time: 60.9340248108s, input_fired_time: 1.3150056601, output_fired_time: 0.0000000000, propagate_forward_time: 57.6604194641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9585990906
validation[          , genome 11623] predictions:    9837/  10000 (98.37%), best:    9877/10000 (98.77%), error:       526.88098, best error:       422.91306 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 753.6352539063s, input_fired_time: 10.2857322693, output_fired_time: 9.4312219620, propagate_forward_time: 282.2742614746, propagate_backward_time: 441.0104675293, weight_update_time: 0.7361149192, other_time: 10.6336059570
epoch time: 59.8626480103s, input_fired_time: 1.2902752161, output_fired_time: 0.0000000000, propagate_forward_time: 56.7002716064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8721008301
validation[          , genome 11623] predictions:    9861/  10000 (98.61%), best:    9877/10000 (98.77%), error:       437.76074, best error:       422.91306 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 761.2343750000s, input_fired_time: 10.2738847733, output_fired_time: 9.5173158646, propagate_forward_time: 285.1677246094, propagate_backward_time: 445.6748046875, weight_update_time: 0.7585847378, other_time: 10.6006469727
epoch time: 59.8470993042s, input_fired_time: 1.3134468794, output_fired_time: 0.0000000000, propagate_forward_time: 56.6580543518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8755989075
validation[          , genome 11623] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       418.38000, best error:       418.38000 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 760.1273803711s, input_fired_time: 10.3514842987, output_fired_time: 9.5112152100, propagate_forward_time: 284.5289306641, propagate_backward_time: 445.0302734375, weight_update_time: 0.7514806390, other_time: 10.7054443359
epoch time: 59.6800575256s, input_fired_time: 1.3015346527, output_fired_time: 0.0000000000, propagate_forward_time: 56.4988822937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8796424866
validation[          , genome 11623] predictions:    9835/  10000 (98.35%), best:    9873/10000 (98.73%), error:       499.86862, best error:       418.38000 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 759.9496459961s, input_fired_time: 10.2459659576, output_fired_time: 9.4318275452, propagate_forward_time: 284.8244628906, propagate_backward_time: 445.0086975098, weight_update_time: 0.7539385557, other_time: 10.4386901855
epoch time: 59.7714347839s, input_fired_time: 1.3207336664, output_fired_time: 0.0000000000, propagate_forward_time: 56.5381507874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9125518799
validation[          , genome 11623] predictions:    9866/  10000 (98.66%), best:    9873/10000 (98.73%), error:       464.47571, best error:       418.38000 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 755.3966064453s, input_fired_time: 10.2742834091, output_fired_time: 9.3961706161, propagate_forward_time: 283.0565185547, propagate_backward_time: 442.0780334473, weight_update_time: 0.7561425567, other_time: 10.5915832520
epoch time: 59.9776992798s, input_fired_time: 1.2981657982, output_fired_time: 0.0000000000, propagate_forward_time: 56.8298530579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8496818542
validation[          , genome 11623] predictions:    9874/  10000 (98.74%), best:    9873/10000 (98.73%), error:       422.67050, best error:       418.38000 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 754.2902832031s, input_fired_time: 10.3622751236, output_fired_time: 9.4203300476, propagate_forward_time: 282.4033813477, propagate_backward_time: 441.3791503906, weight_update_time: 0.7575028539, other_time: 10.7250976563
epoch time: 59.9531250000s, input_fired_time: 1.3067785501, output_fired_time: 0.0000000000, propagate_forward_time: 56.7649383545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8814086914
validation[          , genome 11623] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       395.06473, best error:       395.06473 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 760.9337158203s, input_fired_time: 10.3383073807, output_fired_time: 9.4467763901, propagate_forward_time: 285.3212890625, propagate_backward_time: 445.0947570801, weight_update_time: 0.7675167322, other_time: 10.7325744629
epoch time: 60.4727516174s, input_fired_time: 1.3263497353, output_fired_time: 0.0000000000, propagate_forward_time: 57.2373733521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9090270996
validation[          , genome 11623] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       374.70615, best error:       374.70615 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 758.6932373047s, input_fired_time: 10.3488521576, output_fired_time: 9.5101490021, propagate_forward_time: 284.0563049316, propagate_backward_time: 444.1144714355, weight_update_time: 0.7601673603, other_time: 10.6634521484
epoch time: 60.0227928162s, input_fired_time: 1.3247202635, output_fired_time: 0.0000000000, propagate_forward_time: 56.7781562805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9199180603
validation[          , genome 11623] predictions:    9879/  10000 (98.79%), best:    9881/10000 (98.81%), error:       404.47464, best error:       374.70615 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 756.0939331055s, input_fired_time: 10.3346834183, output_fired_time: 9.4735260010, propagate_forward_time: 283.2519836426, propagate_backward_time: 442.4444885254, weight_update_time: 0.7616438866, other_time: 10.5892944336
epoch time: 60.6192855835s, input_fired_time: 1.3014525175, output_fired_time: 0.0000000000, propagate_forward_time: 57.3817481995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9360847473
validation[          , genome 11623] predictions:    9874/  10000 (98.74%), best:    9881/10000 (98.81%), error:       388.36887, best error:       374.70615 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 754.7648925781s, input_fired_time: 10.3204145432, output_fired_time: 9.3647365570, propagate_forward_time: 283.0519714355, propagate_backward_time: 441.3946533203, weight_update_time: 0.7619222999, other_time: 10.6330871582
epoch time: 59.8822822571s, input_fired_time: 1.3014539480, output_fired_time: 0.0000000000, propagate_forward_time: 56.7063789368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8744506836
validation[          , genome 11623] predictions:    9872/  10000 (98.72%), best:    9881/10000 (98.81%), error:       432.84671, best error:       374.70615 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 760.2695922852s, input_fired_time: 10.2988777161, output_fired_time: 9.4621152878, propagate_forward_time: 284.9952697754, propagate_backward_time: 444.9045715332, weight_update_time: 0.7596429586, other_time: 10.6087646484
epoch time: 60.6759910583s, input_fired_time: 1.3113975525, output_fired_time: 0.0000000000, propagate_forward_time: 57.4133911133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9512023926
validation[          , genome 11623] predictions:    9870/  10000 (98.70%), best:    9881/10000 (98.81%), error:       426.37537, best error:       374.70615 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 758.4769287109s, input_fired_time: 10.3356008530, output_fired_time: 9.3879394531, propagate_forward_time: 284.2679748535, propagate_backward_time: 443.8450622559, weight_update_time: 0.7769674659, other_time: 10.6403808594
epoch time: 59.8933906555s, input_fired_time: 1.3156025410, output_fired_time: 0.0000000000, propagate_forward_time: 56.7009468079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8768424988
validation[          , genome 11623] predictions:    9871/  10000 (98.71%), best:    9881/10000 (98.81%), error:       385.27454, best error:       374.70615 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 753.6002197266s, input_fired_time: 10.3213787079, output_fired_time: 9.3650579453, propagate_forward_time: 281.9868469238, propagate_backward_time: 441.2595520020, weight_update_time: 0.7563217878, other_time: 10.6674194336
epoch time: 59.8860015869s, input_fired_time: 1.3119925261, output_fired_time: 0.0000000000, propagate_forward_time: 56.7060966492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8679122925
validation[          , genome 11623] predictions:    9873/  10000 (98.73%), best:    9881/10000 (98.81%), error:       406.21011, best error:       374.70615 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 756.8729858398s, input_fired_time: 10.3634538651, output_fired_time: 9.4093427658, propagate_forward_time: 283.5343627930, propagate_backward_time: 442.9995117188, weight_update_time: 0.7592053413, other_time: 10.5662841797
epoch time: 59.7504653931s, input_fired_time: 1.3134993315, output_fired_time: 0.0000000000, propagate_forward_time: 56.5695915222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8673744202
validation[          , genome 11623] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       383.09659, best error:       374.70615 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 754.9044189453s, input_fired_time: 10.3167066574, output_fired_time: 9.3818712234, propagate_forward_time: 282.8363037109, propagate_backward_time: 441.7065734863, weight_update_time: 0.7589814663, other_time: 10.6629333496
epoch time: 60.6448631287s, input_fired_time: 1.3089134693, output_fired_time: 0.0000000000, propagate_forward_time: 57.4178466797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9181022644
validation[          , genome 11623] predictions:    9840/  10000 (98.40%), best:    9881/10000 (98.81%), error:       480.20801, best error:       374.70615 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 753.1271362305s, input_fired_time: 10.4016799927, output_fired_time: 9.3873157501, propagate_forward_time: 282.1919250488, propagate_backward_time: 440.3840942383, weight_update_time: 0.7589227557, other_time: 10.7621154785
epoch time: 59.6784858704s, input_fired_time: 1.3220047951, output_fired_time: 0.0000000000, propagate_forward_time: 56.4714469910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8850326538
validation[          , genome 11623] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       373.89972, best error:       373.89972 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 758.3284912109s, input_fired_time: 10.4240055084, output_fired_time: 9.4249210358, propagate_forward_time: 283.8715820313, propagate_backward_time: 443.8371887207, weight_update_time: 0.7582757473, other_time: 10.7707824707
epoch time: 59.6866531372s, input_fired_time: 1.3061933517, output_fired_time: 0.0000000000, propagate_forward_time: 56.4928436279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8876152039
validation[          , genome 11623] predictions:    9874/  10000 (98.74%), best:    9879/10000 (98.79%), error:       381.63828, best error:       373.89972 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 757.1346435547s, input_fired_time: 10.3827743530, output_fired_time: 9.4578752518, propagate_forward_time: 283.5640258789, propagate_backward_time: 443.0845947266, weight_update_time: 0.7549139261, other_time: 10.6453857422
epoch time: 60.5259513855s, input_fired_time: 1.3175814152, output_fired_time: 0.0000000000, propagate_forward_time: 57.3028793335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9054908752
validation[          , genome 11623] predictions:    9864/  10000 (98.64%), best:    9879/10000 (98.79%), error:       416.92563, best error:       373.89972 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 757.0936889648s, input_fired_time: 10.2848567963, output_fired_time: 9.3772544861, propagate_forward_time: 283.5674133301, propagate_backward_time: 443.2339477539, weight_update_time: 0.7532033920, other_time: 10.6302185059
epoch time: 61.0236473083s, input_fired_time: 1.3354595900, output_fired_time: 0.0000000000, propagate_forward_time: 57.7735595703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9146270752
validation[          , genome 11623] predictions:    9852/  10000 (98.52%), best:    9879/10000 (98.79%), error:       433.90149, best error:       373.89972 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 755.2801513672s, input_fired_time: 10.3769779205, output_fired_time: 9.3983812332, propagate_forward_time: 282.9843444824, propagate_backward_time: 441.8580322266, weight_update_time: 0.7650722265, other_time: 10.6624450684
epoch time: 59.6318092346s, input_fired_time: 1.3094944954, output_fired_time: 0.0000000000, propagate_forward_time: 56.4288215637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8934936523
validation[          , genome 11623] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       369.53275, best error:       369.53275 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 757.7416992188s, input_fired_time: 10.3029737473, output_fired_time: 9.4473514557, propagate_forward_time: 283.9231262207, propagate_backward_time: 443.5203857422, weight_update_time: 0.7484635115, other_time: 10.5478820801
epoch time: 59.8616981506s, input_fired_time: 1.3191546202, output_fired_time: 0.0000000000, propagate_forward_time: 56.6736869812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8688583374
validation[          , genome 11623] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       364.33743, best error:       364.33743 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 758.6795043945s, input_fired_time: 10.4194345474, output_fired_time: 9.4096698761, propagate_forward_time: 284.0972900391, propagate_backward_time: 444.0700988770, weight_update_time: 0.7669511437, other_time: 10.6830139160
epoch time: 60.7776870728s, input_fired_time: 1.3372490406, output_fired_time: 0.0000000000, propagate_forward_time: 57.4847640991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9556732178
validation[          , genome 11623] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       376.93311, best error:       364.33743 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 755.0498046875s, input_fired_time: 10.3707838058, output_fired_time: 9.4019727707, propagate_forward_time: 282.9986572266, propagate_backward_time: 441.5596618652, weight_update_time: 0.7526829243, other_time: 10.7187194824
epoch time: 60.1155471802s, input_fired_time: 1.2918835878, output_fired_time: 0.0000000000, propagate_forward_time: 56.9623565674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8613052368
validation[          , genome 11623] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       342.00610, best error:       342.00610 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 756.8916015625s, input_fired_time: 10.3317432404, output_fired_time: 9.4473028183, propagate_forward_time: 283.5266113281, propagate_backward_time: 442.9476013184, weight_update_time: 0.7528209686, other_time: 10.6383361816
epoch time: 60.4553489685s, input_fired_time: 1.3108565807, output_fired_time: 0.0000000000, propagate_forward_time: 57.2712249756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8732681274
validation[          , genome 11623] predictions:    9867/  10000 (98.67%), best:    9897/10000 (98.97%), error:       401.21478, best error:       342.00610 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 757.8043823242s, input_fired_time: 10.4100742340, output_fired_time: 9.3961343765, propagate_forward_time: 283.7930297852, propagate_backward_time: 443.5051269531, weight_update_time: 0.7547042370, other_time: 10.7000122070
epoch time: 60.6035194397s, input_fired_time: 1.3140902519, output_fired_time: 0.0000000000, propagate_forward_time: 57.3968009949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8926277161
validation[          , genome 11623] predictions:    9881/  10000 (98.81%), best:    9897/10000 (98.97%), error:       378.76343, best error:       342.00610 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 758.4864501953s, input_fired_time: 10.3957376480, output_fired_time: 9.4431028366, propagate_forward_time: 284.0037841797, propagate_backward_time: 444.0431518555, weight_update_time: 0.7554995418, other_time: 10.6006469727
epoch time: 59.6014747620s, input_fired_time: 1.3138765097, output_fired_time: 0.0000000000, propagate_forward_time: 56.3975410461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8900566101
validation[          , genome 11623] predictions:    9862/  10000 (98.62%), best:    9897/10000 (98.97%), error:       411.04614, best error:       342.00610 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 757.2793579102s, input_fired_time: 10.3671779633, output_fired_time: 9.3950338364, propagate_forward_time: 283.4786071777, propagate_backward_time: 443.3672180176, weight_update_time: 0.7584568262, other_time: 10.6713256836
epoch time: 59.6852455139s, input_fired_time: 1.3129855394, output_fired_time: 0.0000000000, propagate_forward_time: 56.5198135376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8524475098
validation[          , genome 11623] predictions:    9872/  10000 (98.72%), best:    9897/10000 (98.97%), error:       381.22672, best error:       342.00610 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 756.8851928711s, input_fired_time: 10.3792200089, output_fired_time: 9.4301300049, propagate_forward_time: 283.3015441895, propagate_backward_time: 443.0536804199, weight_update_time: 0.7670344710, other_time: 10.7206420898
epoch time: 60.1981201172s, input_fired_time: 1.3224786520, output_fired_time: 0.0000000000, propagate_forward_time: 57.0162391663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8594017029
validation[          , genome 11623] predictions:    9877/  10000 (98.77%), best:    9897/10000 (98.97%), error:       418.36465, best error:       342.00610 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 759.6560058594s, input_fired_time: 10.4204578400, output_fired_time: 9.5169515610, propagate_forward_time: 284.3845520020, propagate_backward_time: 444.6008605957, weight_update_time: 0.7509095669, other_time: 10.7331542969
epoch time: 59.7528953552s, input_fired_time: 1.3192878962, output_fired_time: 0.0000000000, propagate_forward_time: 56.5379142761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8956947327
validation[          , genome 11623] predictions:    9886/  10000 (98.86%), best:    9897/10000 (98.97%), error:       365.65305, best error:       342.00610 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 758.5881347656s, input_fired_time: 10.4063549042, output_fired_time: 9.4816427231, propagate_forward_time: 284.3013000488, propagate_backward_time: 443.7323608398, weight_update_time: 0.7613068819, other_time: 10.6664733887
epoch time: 61.2107810974s, input_fired_time: 1.3635330200, output_fired_time: 0.0000000000, propagate_forward_time: 57.9537429810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8935050964
validation[          , genome 11623] predictions:    9893/  10000 (98.93%), best:    9897/10000 (98.97%), error:       364.47440, best error:       342.00610 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 757.9822998047s, input_fired_time: 10.3564958572, output_fired_time: 9.4415216446, propagate_forward_time: 283.8312988281, propagate_backward_time: 443.7868957520, weight_update_time: 0.7554223537, other_time: 10.5660705566
epoch time: 59.9393844604s, input_fired_time: 1.3378787041, output_fired_time: 0.0000000000, propagate_forward_time: 56.7036285400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8978767395
validation[          , genome 11623] predictions:    9879/  10000 (98.79%), best:    9897/10000 (98.97%), error:       386.42517, best error:       342.00610 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 754.7641601563s, input_fired_time: 10.3398008347, output_fired_time: 9.3451271057, propagate_forward_time: 282.6182250977, propagate_backward_time: 441.7771911621, weight_update_time: 0.7555425167, other_time: 10.6838073730
epoch time: 59.5657539368s, input_fired_time: 1.3112366199, output_fired_time: 0.0000000000, propagate_forward_time: 56.3744163513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8801002502
validation[          , genome 11623] predictions:    9881/  10000 (98.81%), best:    9897/10000 (98.97%), error:       396.27509, best error:       342.00610 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 757.6599731445s, input_fired_time: 10.4029912949, output_fired_time: 9.4263706207, propagate_forward_time: 283.4990539551, propagate_backward_time: 443.6007690430, weight_update_time: 0.7582164407, other_time: 10.7307434082
epoch time: 59.9325942993s, input_fired_time: 1.3365910053, output_fired_time: 0.0000000000, propagate_forward_time: 56.6801452637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9158592224
validation[          , genome 11623] predictions:    9869/  10000 (98.69%), best:    9897/10000 (98.97%), error:       392.23984, best error:       342.00610 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 758.1587524414s, input_fired_time: 10.4077844620, output_fired_time: 9.4607868195, propagate_forward_time: 283.8058776855, propagate_backward_time: 443.7500610352, weight_update_time: 0.7650231719, other_time: 10.7342224121
epoch time: 60.5855941772s, input_fired_time: 1.3095368147, output_fired_time: 0.0000000000, propagate_forward_time: 57.3983306885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8777275085
validation[          , genome 11623] predictions:    9878/  10000 (98.78%), best:    9897/10000 (98.97%), error:       375.20255, best error:       342.00610 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 753.3321533203s, input_fired_time: 10.3713140488, output_fired_time: 9.3990077972, propagate_forward_time: 282.0235595703, propagate_backward_time: 440.8757934570, weight_update_time: 0.7562819719, other_time: 10.6624755859
epoch time: 59.8599510193s, input_fired_time: 1.3219659328, output_fired_time: 0.0000000000, propagate_forward_time: 56.6491775513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8888092041
validation[          , genome 11623] predictions:    9859/  10000 (98.59%), best:    9897/10000 (98.97%), error:       453.52179, best error:       342.00610 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 759.6819458008s, input_fired_time: 10.3760051727, output_fired_time: 9.4416265488, propagate_forward_time: 284.8039550781, propagate_backward_time: 444.4316711426, weight_update_time: 0.7548432946, other_time: 10.6286926270
epoch time: 60.2190856934s, input_fired_time: 1.3228789568, output_fired_time: 0.0000000000, propagate_forward_time: 57.0512161255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8449897766
validation[          , genome 11623] predictions:    9886/  10000 (98.86%), best:    9897/10000 (98.97%), error:       355.44684, best error:       342.00610 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 759.4724731445s, input_fired_time: 10.3326301575, output_fired_time: 9.4389410019, propagate_forward_time: 284.4779357910, propagate_backward_time: 444.6788330078, weight_update_time: 0.7624425292, other_time: 10.5440979004
epoch time: 59.8542442322s, input_fired_time: 1.3345949650, output_fired_time: 0.0000000000, propagate_forward_time: 56.6292572021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8903923035
validation[          , genome 11623] predictions:    9856/  10000 (98.56%), best:    9897/10000 (98.97%), error:       454.57315, best error:       342.00610 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 757.3209228516s, input_fired_time: 10.4097089767, output_fired_time: 9.4554185867, propagate_forward_time: 283.6799316406, propagate_backward_time: 443.0732421875, weight_update_time: 0.7595987916, other_time: 10.7025756836
epoch time: 59.7479171753s, input_fired_time: 1.3296984434, output_fired_time: 0.0000000000, propagate_forward_time: 56.5318984985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8863220215
validation[          , genome 11623] predictions:    9885/  10000 (98.85%), best:    9897/10000 (98.97%), error:       361.30981, best error:       342.00610 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 760.7127075195s, input_fired_time: 10.4338874817, output_fired_time: 9.4568815231, propagate_forward_time: 284.6761779785, propagate_backward_time: 445.4620666504, weight_update_time: 0.7516554594, other_time: 10.6836547852
epoch time: 60.2429504395s, input_fired_time: 1.3110208511, output_fired_time: 0.0000000000, propagate_forward_time: 57.0831184387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8488121033
validation[          , genome 11623] predictions:    9876/  10000 (98.76%), best:    9897/10000 (98.97%), error:       387.55597, best error:       342.00610 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 755.8472900391s, input_fired_time: 10.3309841156, output_fired_time: 9.4094514847, propagate_forward_time: 282.7855834961, propagate_backward_time: 442.7358398438, weight_update_time: 0.7468171120, other_time: 10.5854492188
epoch time: 59.9950714111s, input_fired_time: 1.3150573969, output_fired_time: 0.0000000000, propagate_forward_time: 56.7951049805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8849105835
validation[          , genome 11623] predictions:    9875/  10000 (98.75%), best:    9897/10000 (98.97%), error:       375.46173, best error:       342.00610 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 758.1496582031s, input_fired_time: 10.4070806503, output_fired_time: 9.4459781647, propagate_forward_time: 284.0768432617, propagate_backward_time: 443.6555480957, weight_update_time: 0.7627457380, other_time: 10.5641784668
epoch time: 59.5277252197s, input_fired_time: 1.3324418068, output_fired_time: 0.0000000000, propagate_forward_time: 56.2935905457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9016914368
validation[          , genome 11623] predictions:    9889/  10000 (98.89%), best:    9897/10000 (98.97%), error:       364.21988, best error:       342.00610 on epoch:    57, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 759.9972534180s, input_fired_time: 10.4065732956, output_fired_time: 9.4701175690, propagate_forward_time: 285.0750122070, propagate_backward_time: 444.3468627930, weight_update_time: 0.7778533697, other_time: 10.6987304688
epoch time: 60.3794326782s, input_fired_time: 1.3338717222, output_fired_time: 0.0000000000, propagate_forward_time: 57.1431732178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9023895264
validation[          , genome 11623] predictions:    9887/  10000 (98.87%), best:    9897/10000 (98.97%), error:       362.79062, best error:       342.00610 on epoch:    57, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 758.8288574219s, input_fired_time: 10.4024047852, output_fired_time: 9.4692678452, propagate_forward_time: 284.0896301270, propagate_backward_time: 444.2962341309, weight_update_time: 0.7539488077, other_time: 10.5713500977
epoch time: 60.5332908630s, input_fired_time: 1.3256407976, output_fired_time: 0.0000000000, propagate_forward_time: 57.3814239502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8262252808
validation[          , genome 11623] predictions:    9889/  10000 (98.89%), best:    9897/10000 (98.97%), error:       362.20682, best error:       342.00610 on epoch:    57, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 753.2709350586s, input_fired_time: 10.4085226059, output_fired_time: 9.3789405823, propagate_forward_time: 281.9283447266, propagate_backward_time: 440.8708801270, weight_update_time: 0.7552378774, other_time: 10.6842346191
epoch time: 60.1605300903s, input_fired_time: 1.3317369223, output_fired_time: 0.0000000000, propagate_forward_time: 56.8908729553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9379196167
validation[          , genome 11623] predictions:    9888/  10000 (98.88%), best:    9897/10000 (98.97%), error:       360.49551, best error:       342.00610 on epoch:    57, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 753.8639526367s, input_fired_time: 10.4057569504, output_fired_time: 9.3765096664, propagate_forward_time: 282.3577270508, propagate_backward_time: 441.0367126465, weight_update_time: 0.7574076056, other_time: 10.6872253418
epoch time: 59.8602066040s, input_fired_time: 1.3219174147, output_fired_time: 0.0000000000, propagate_forward_time: 56.6384658813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8998222351
validation[          , genome 11623] predictions:    9893/  10000 (98.93%), best:    9897/10000 (98.97%), error:       357.72092, best error:       342.00610 on epoch:    57, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 756.4448852539s, input_fired_time: 10.4733505249, output_fired_time: 9.4061260223, propagate_forward_time: 283.3676452637, propagate_backward_time: 442.5379943848, weight_update_time: 0.7590080500, other_time: 10.6597900391
epoch time: 60.5004539490s, input_fired_time: 1.3095934391, output_fired_time: 0.0000000000, propagate_forward_time: 57.3247146606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8661460876
validation[          , genome 11623] predictions:    9891/  10000 (98.91%), best:    9897/10000 (98.97%), error:       348.02118, best error:       342.00610 on epoch:    57, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 758.6224975586s, input_fired_time: 10.4321908951, output_fired_time: 9.3921527863, propagate_forward_time: 284.1846313477, propagate_backward_time: 443.9522705078, weight_update_time: 0.7630016208, other_time: 10.6612548828
epoch time: 59.6965789795s, input_fired_time: 1.3222755194, output_fired_time: 0.0000000000, propagate_forward_time: 56.4847793579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8895225525
validation[          , genome 11623] predictions:    9890/  10000 (98.90%), best:    9897/10000 (98.97%), error:       363.36270, best error:       342.00610 on epoch:    57, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 760.2363281250s, input_fired_time: 10.4185647964, output_fired_time: 9.4609146118, propagate_forward_time: 284.7524414063, propagate_backward_time: 445.0481262207, weight_update_time: 0.7607451677, other_time: 10.5562438965
epoch time: 60.0091247559s, input_fired_time: 1.3193129301, output_fired_time: 0.0000000000, propagate_forward_time: 56.8532295227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8365821838
validation[          , genome 11623] predictions:    9882/  10000 (98.82%), best:    9897/10000 (98.97%), error:       386.71481, best error:       342.00610 on epoch:    57, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 754.6917724609s, input_fired_time: 10.4819154739, output_fired_time: 9.3918704987, propagate_forward_time: 282.3836669922, propagate_backward_time: 441.6422424316, weight_update_time: 0.7664430737, other_time: 10.7920837402
epoch time: 60.3311958313s, input_fired_time: 1.3231137991, output_fired_time: 0.0000000000, propagate_forward_time: 57.1365394592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8715438843
validation[          , genome 11623] predictions:    9894/  10000 (98.94%), best:    9897/10000 (98.97%), error:       357.29102, best error:       342.00610 on epoch:    57, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 760.3629150391s, input_fired_time: 10.4459228516, output_fired_time: 9.5130691528, propagate_forward_time: 284.8506164551, propagate_backward_time: 444.9680480957, weight_update_time: 0.7593531013, other_time: 10.5852661133
epoch time: 59.7865791321s, input_fired_time: 1.3319525719, output_fired_time: 0.0000000000, propagate_forward_time: 56.5643463135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8902816772
validation[          , genome 11623] predictions:    9895/  10000 (98.95%), best:    9897/10000 (98.97%), error:       344.24637, best error:       342.00610 on epoch:    57, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 755.0082397461s, input_fired_time: 10.4302768707, output_fired_time: 9.4036874771, propagate_forward_time: 283.0924377441, propagate_backward_time: 441.4168090820, weight_update_time: 0.7590821385, other_time: 10.6650085449
epoch time: 59.9892005920s, input_fired_time: 1.3308761120, output_fired_time: 0.0000000000, propagate_forward_time: 56.7794303894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8788948059
validation[          , genome 11623] predictions:    9894/  10000 (98.94%), best:    9897/10000 (98.97%), error:       348.37491, best error:       342.00610 on epoch:    57, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 756.9655151367s, input_fired_time: 10.3514871597, output_fired_time: 9.4665241241, propagate_forward_time: 283.3428649902, propagate_backward_time: 443.2381896973, weight_update_time: 0.7508265376, other_time: 10.5664062500
epoch time: 60.7157440186s, input_fired_time: 1.3276040554, output_fired_time: 0.0000000000, propagate_forward_time: 57.4745140076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9136276245
validation[          , genome 11623] predictions:    9893/  10000 (98.93%), best:    9897/10000 (98.97%), error:       360.31207, best error:       342.00610 on epoch:    57, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 760.2871704102s, input_fired_time: 10.4145088196, output_fired_time: 9.4242925644, propagate_forward_time: 284.6880187988, propagate_backward_time: 445.1052856445, weight_update_time: 0.7534773946, other_time: 10.6550598145
epoch time: 60.2597885132s, input_fired_time: 1.3134934902, output_fired_time: 0.0000000000, propagate_forward_time: 57.0423965454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9039001465
validation[          , genome 11623] predictions:    9877/  10000 (98.77%), best:    9897/10000 (98.97%), error:       398.22733, best error:       342.00610 on epoch:    57, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 754.9430541992s, input_fired_time: 10.4311170578, output_fired_time: 9.4155731201, propagate_forward_time: 282.7044982910, propagate_backward_time: 441.7349853516, weight_update_time: 0.7607697248, other_time: 10.6568908691
epoch time: 60.6025428772s, input_fired_time: 1.3335992098, output_fired_time: 0.0000000000, propagate_forward_time: 57.4106445313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8582992554
validation[          , genome 11623] predictions:    9884/  10000 (98.84%), best:    9897/10000 (98.97%), error:       366.64545, best error:       342.00610 on epoch:    57, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 759.5701293945s, input_fired_time: 10.4455308914, output_fired_time: 9.4944925308, propagate_forward_time: 284.1488647461, propagate_backward_time: 444.8315734863, weight_update_time: 0.7580896616, other_time: 10.6496276855
epoch time: 61.2271842957s, input_fired_time: 1.3668594360, output_fired_time: 0.0000000000, propagate_forward_time: 57.8868637085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9734611511
validation[          , genome 11623] predictions:    9895/  10000 (98.95%), best:    9897/10000 (98.97%), error:       356.11172, best error:       342.00610 on epoch:    57, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 756.3492431641s, input_fired_time: 10.4119882584, output_fired_time: 9.4352922440, propagate_forward_time: 283.1302795410, propagate_backward_time: 442.6658935547, weight_update_time: 0.7620891929, other_time: 10.7057800293
epoch time: 60.5173873901s, input_fired_time: 1.3126717806, output_fired_time: 0.0000000000, propagate_forward_time: 57.3391036987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8656120300
validation[          , genome 11623] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       341.85901, best error:       341.85901 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 758.4121704102s, input_fired_time: 10.4441480637, output_fired_time: 9.4371824265, propagate_forward_time: 284.0151367188, propagate_backward_time: 443.7994384766, weight_update_time: 0.7589696646, other_time: 10.7162475586
epoch time: 60.1613044739s, input_fired_time: 1.3117843866, output_fired_time: 0.0000000000, propagate_forward_time: 56.9560966492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8934249878
validation[          , genome 11623] predictions:    9903/  10000 (99.03%), best:    9899/10000 (98.99%), error:       354.35736, best error:       341.85901 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 759.2668457031s, input_fired_time: 10.4628381729, output_fired_time: 9.5185422897, propagate_forward_time: 284.4069824219, propagate_backward_time: 444.1142883301, weight_update_time: 0.7800510526, other_time: 10.7641906738
epoch time: 60.0920486450s, input_fired_time: 1.3263062239, output_fired_time: 0.0000000000, propagate_forward_time: 56.9127731323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8529701233
validation[          , genome 11623] predictions:    9888/  10000 (98.88%), best:    9899/10000 (98.99%), error:       356.13495, best error:       341.85901 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 760.3455200195s, input_fired_time: 10.4020242691, output_fired_time: 9.5015287399, propagate_forward_time: 284.5173034668, propagate_backward_time: 445.3558349609, weight_update_time: 0.7523854971, other_time: 10.5688171387
epoch time: 59.8306007385s, input_fired_time: 1.3405410051, output_fired_time: 0.0000000000, propagate_forward_time: 56.5757331848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9143257141
validation[          , genome 11623] predictions:    9883/  10000 (98.83%), best:    9899/10000 (98.99%), error:       379.23227, best error:       341.85901 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 758.6027221680s, input_fired_time: 10.4771242142, output_fired_time: 9.4996595383, propagate_forward_time: 284.2276306152, propagate_backward_time: 443.7640991211, weight_update_time: 0.7570078373, other_time: 10.6342468262
epoch time: 59.1465225220s, input_fired_time: 1.3266369104, output_fired_time: 0.0000000000, propagate_forward_time: 55.9243125916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8955726624
validation[          , genome 11623] predictions:    9896/  10000 (98.96%), best:    9899/10000 (98.99%), error:       357.91086, best error:       341.85901 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 757.0667114258s, input_fired_time: 10.4241294861, output_fired_time: 9.4078273773, propagate_forward_time: 283.5453186035, propagate_backward_time: 442.9937438965, weight_update_time: 0.7633133531, other_time: 10.6956787109
epoch time: 59.9784545898s, input_fired_time: 1.3354312181, output_fired_time: 0.0000000000, propagate_forward_time: 56.7317352295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9112892151
validation[          , genome 11623] predictions:    9880/  10000 (98.80%), best:    9899/10000 (98.99%), error:       374.26535, best error:       341.85901 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 759.2497558594s, input_fired_time: 10.4859876633, output_fired_time: 9.4867372513, propagate_forward_time: 284.1108398438, propagate_backward_time: 444.4985961914, weight_update_time: 0.7618150711, other_time: 10.6676025391
epoch time: 59.9746437073s, input_fired_time: 1.3327543736, output_fired_time: 0.0000000000, propagate_forward_time: 56.7083473206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9335403442
validation[          , genome 11623] predictions:    9898/  10000 (98.98%), best:    9899/10000 (98.99%), error:       350.90695, best error:       341.85901 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 757.7439575195s, input_fired_time: 10.4147062302, output_fired_time: 9.4486379623, propagate_forward_time: 283.5732421875, propagate_backward_time: 443.6520385742, weight_update_time: 0.7591357231, other_time: 10.6553344727
epoch time: 60.0232658386s, input_fired_time: 1.3452934027, output_fired_time: 0.0000000000, propagate_forward_time: 56.7773399353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9006309509
validation[          , genome 11623] predictions:    9894/  10000 (98.94%), best:    9899/10000 (98.99%), error:       356.63528, best error:       341.85901 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 756.9731445313s, input_fired_time: 10.4448795319, output_fired_time: 9.3815431595, propagate_forward_time: 283.2200622559, propagate_backward_time: 443.2030944824, weight_update_time: 0.7756326199, other_time: 10.7235717773
epoch time: 60.4435386658s, input_fired_time: 1.3175700903, output_fired_time: 0.0000000000, propagate_forward_time: 57.2218246460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9041442871
validation[          , genome 11623] predictions:    9877/  10000 (98.77%), best:    9899/10000 (98.99%), error:       406.71533, best error:       341.85901 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 758.6599121094s, input_fired_time: 10.4584960938, output_fired_time: 9.4479408264, propagate_forward_time: 284.1896362305, propagate_backward_time: 443.8713073730, weight_update_time: 0.7656577826, other_time: 10.6925354004
epoch time: 60.2455024719s, input_fired_time: 1.3331232071, output_fired_time: 0.0000000000, propagate_forward_time: 56.9979972839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9143829346
validation[          , genome 11623] predictions:    9890/  10000 (98.90%), best:    9899/10000 (98.99%), error:       357.58636, best error:       341.85901 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 760.0114746094s, input_fired_time: 10.3582630157, output_fired_time: 9.5311555862, propagate_forward_time: 284.1981201172, propagate_backward_time: 445.4237365723, weight_update_time: 0.7525588870, other_time: 10.5002136230
epoch time: 60.2988166809s, input_fired_time: 1.3192939758, output_fired_time: 0.0000000000, propagate_forward_time: 57.0926666260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8868560791
validation[          , genome 11623] predictions:    9884/  10000 (98.84%), best:    9899/10000 (98.99%), error:       367.88440, best error:       341.85901 on epoch:    90, 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: 300.0047607422s, input_fired_time: 6.6667828560, output_fired_time: 0.0000000000, propagate_forward_time: 283.7707214355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.5672607422
best training[          , genome 11623] predictions:   50000/  50000 (100.00%), best:    9899/10000 (98.99%), error:       145.34247, best error:       341.85901 on epoch:    90, 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: 59.9229507446s, input_fired_time: 1.3258430958, output_fired_time: 0.0000000000, propagate_forward_time: 56.7247009277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8724060059
   testing[          , genome 11623] predictions:    9906/  10000 (99.06%), best:    9899/10000 (98.99%), error:       305.71057, best error:       341.85901 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:54:04 (6064): called boinc_finish(0)

</stderr_txt>
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