Nameexact_genome_1509704703_27_11205_2
Workunit2341343
Created1 Dec 2017, 10:55:12 UTC
Sent1 Dec 2017, 11:15:51 UTC
Report deadline26 Dec 2017, 19:30:37 UTC
Received4 Dec 2017, 5:16:06 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time12 hours 40 min 49 sec
CPU time12 hours 40 min 43 sec
Validate stateValid
Credit6,335.90
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size169.55 MB
Peak swap size168.31 MB
Peak disk usage4.75 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
: 0.0948646068572998
pixel standard deviation for channel 0: 0.308000981807709
number_classes: 10
channels: 1
width: 28
height: 28
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
image_size: 1x28x28 = 784
read 10000 images.
    class    0: 1000
    class    1: 1000
    class    2: 1000
    class    3: 1000
    class    4: 1000
    class    5: 1000
    class    6: 1000
    class    7: 1000
    class    8: 1000
    class    9: 1000
number_classes: 10
channels: 1
width: 28
height: 28
reading image set with 980 images.
reading image set with 1135 images.
reading image set with 1032 images.
reading image set with 1010 images.
reading image set with 982 images.
reading image set with 892 images.
reading image set with 958 images.
reading image set with 1028 images.
reading image set with 974 images.
reading image set with 1009 images.
image_size: 1x28x28 = 784
read 10000 images.
    class    0: 980
    class    1: 1135
    class    2: 1032
    class    3: 1010
    class    4: 982
    class    5: 892
    class    6: 958
    class    7: 1028
    class    8: 974
    class    9: 1009
loaded images
starting backpropagation!
epoch time: 415.368530273438s, input_fired_time: 6.63797521591187, output_fired_time: 6.35910081863403, propagate_forward_time: 156.719207763672, propagate_backward_time: 238.679611206055, weight_update_time: 0.467561572790146, other_time: 6.97264099121094
epoch time: 34.241886138916s, input_fired_time: 0.794366240501404, output_fired_time: 0, propagate_forward_time: 32.2386894226074, propagate_backward_time: 0, weight_update_time: 0, other_time: 1.20883178710938
validation[          , genome 11205] predictions:    9819/  10000 (98.19%), best:    9855/10000 (98.55%), error:       585.92401, best error:       500.24759 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 414.5401000977s, input_fired_time: 6.6337962151, output_fired_time: 6.3590283394, propagate_forward_time: 156.3750000000, propagate_backward_time: 238.2010803223, weight_update_time: 0.4640037715, other_time: 6.9711914063
epoch time: 34.1018753052s, input_fired_time: 0.7933748960, output_fired_time: 0.0000000000, propagate_forward_time: 32.0274314880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2810707092
validation[          , genome 11205] predictions:    9797/  10000 (97.97%), best:    9855/10000 (98.55%), error:       633.85309, best error:       500.24759 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 416.6459960938s, input_fired_time: 6.6594915390, output_fired_time: 6.3903017044, propagate_forward_time: 157.2856140137, propagate_backward_time: 239.3137054443, weight_update_time: 0.4663873315, other_time: 6.9969024658
epoch time: 34.4685935974s, input_fired_time: 0.7982693911, output_fired_time: 0.0000000000, propagate_forward_time: 32.4039726257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2663497925
validation[          , genome 11205] predictions:    9769/  10000 (97.69%), best:    9855/10000 (98.55%), error:       752.83917, best error:       500.24759 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 413.9609680176s, input_fired_time: 6.5121979713, output_fired_time: 6.3651089668, propagate_forward_time: 156.3433074951, propagate_backward_time: 238.0870056152, weight_update_time: 0.4566376209, other_time: 6.6533355713
epoch time: 34.2456703186s, input_fired_time: 0.7826384902, output_fired_time: 0.0000000000, propagate_forward_time: 32.2556457520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2073860168
validation[          , genome 11205] predictions:    9817/  10000 (98.17%), best:    9855/10000 (98.55%), error:       603.35504, best error:       500.24759 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 414.3300476074s, input_fired_time: 6.5233607292, output_fired_time: 6.3687100410, propagate_forward_time: 156.5334320068, propagate_backward_time: 238.2591552734, weight_update_time: 0.4587671459, other_time: 6.6454010010
epoch time: 34.0839920044s, input_fired_time: 0.7846899033, output_fired_time: 0.0000000000, propagate_forward_time: 32.0892143250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2100868225
validation[          , genome 11205] predictions:    9839/  10000 (98.39%), best:    9855/10000 (98.55%), error:       512.46332, best error:       500.24759 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 414.8268127441s, input_fired_time: 6.6280598640, output_fired_time: 6.3690776825, propagate_forward_time: 156.5478363037, propagate_backward_time: 238.3126983643, weight_update_time: 0.4684177041, other_time: 6.9691467285
epoch time: 34.3486785889s, input_fired_time: 0.8000181913, output_fired_time: 0.0000000000, propagate_forward_time: 32.2778472900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2708129883
validation[          , genome 11205] predictions:    9807/  10000 (98.07%), best:    9855/10000 (98.55%), error:       572.96906, best error:       500.24759 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 412.9922180176s, input_fired_time: 6.5130758286, output_fired_time: 6.3337354660, propagate_forward_time: 156.0009307861, propagate_backward_time: 237.5089569092, weight_update_time: 0.4585387111, other_time: 6.6355285645
epoch time: 34.2990150452s, input_fired_time: 0.7865985632, output_fired_time: 0.0000000000, propagate_forward_time: 32.3029479980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2094688416
validation[          , genome 11205] predictions:    9805/  10000 (98.05%), best:    9855/10000 (98.55%), error:       628.72925, best error:       500.24759 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 416.4974975586s, input_fired_time: 6.6548852921, output_fired_time: 6.4029321671, propagate_forward_time: 157.1444702148, propagate_backward_time: 239.3391265869, weight_update_time: 0.4669404626, other_time: 6.9561004639
epoch time: 34.2087669373s, input_fired_time: 0.8039194942, output_fired_time: 0.0000000000, propagate_forward_time: 32.1313972473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2734489441
validation[          , genome 11205] predictions:    9776/  10000 (97.76%), best:    9855/10000 (98.55%), error:       707.77429, best error:       500.24759 on epoch:    14, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 414.5464782715s, input_fired_time: 6.6524624825, output_fired_time: 6.3589973450, propagate_forward_time: 156.4591827393, propagate_backward_time: 238.0975646973, weight_update_time: 0.4658043385, other_time: 6.9782562256
epoch time: 34.3607940674s, input_fired_time: 0.8058848977, output_fired_time: 0.0000000000, propagate_forward_time: 32.2863388062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2685699463
validation[          , genome 11205] predictions:    9810/  10000 (98.10%), best:    9855/10000 (98.55%), error:       646.15448, best error:       500.24759 on epoch:    14, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 413.9390869141s, input_fired_time: 6.6586146355, output_fired_time: 6.3579225540, propagate_forward_time: 156.2711639404, propagate_backward_time: 237.6720275879, weight_update_time: 0.4657889605, other_time: 6.9793853760
epoch time: 34.3574409485s, input_fired_time: 0.8069279194, output_fired_time: 0.0000000000, propagate_forward_time: 32.2753982544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2751159668
validation[          , genome 11205] predictions:    9801/  10000 (98.01%), best:    9855/10000 (98.55%), error:       650.63232, best error:       500.24759 on epoch:    14, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 415.4093933105s, input_fired_time: 6.6570363045, output_fired_time: 6.3803448677, propagate_forward_time: 156.7873992920, propagate_backward_time: 238.6119689941, weight_update_time: 0.4674833715, other_time: 6.9726409912
epoch time: 34.1662979126s, input_fired_time: 0.8003722429, output_fired_time: 0.0000000000, propagate_forward_time: 32.0920143127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2739105225
validation[          , genome 11205] predictions:    9826/  10000 (98.26%), best:    9855/10000 (98.55%), error:       573.93488, best error:       500.24759 on epoch:    14, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 416.8251037598s, input_fired_time: 6.6532154083, output_fired_time: 6.4027419090, propagate_forward_time: 157.3930053711, propagate_backward_time: 239.4398956299, weight_update_time: 0.4673332572, other_time: 6.9362335205
epoch time: 34.2732849121s, input_fired_time: 0.7911354303, output_fired_time: 0.0000000000, propagate_forward_time: 32.2706832886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2114677429
validation[          , genome 11205] predictions:    9815/  10000 (98.15%), best:    9855/10000 (98.55%), error:       558.95050, best error:       500.24759 on epoch:    14, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 416.1174926758s, input_fired_time: 6.6903696060, output_fired_time: 6.4085416794, propagate_forward_time: 157.0560913086, propagate_backward_time: 238.9710540771, weight_update_time: 0.4655387104, other_time: 6.9914398193
epoch time: 34.5385131836s, input_fired_time: 0.8101038933, output_fired_time: 0.0000000000, propagate_forward_time: 32.4613113403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2670974731
validation[          , genome 11205] predictions:    9814/  10000 (98.14%), best:    9855/10000 (98.55%), error:       626.25598, best error:       500.24759 on epoch:    14, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 414.0579833984s, input_fired_time: 6.6549940109, output_fired_time: 6.3503837585, propagate_forward_time: 156.2799530029, propagate_backward_time: 237.8012237549, weight_update_time: 0.4651388526, other_time: 6.9714355469
epoch time: 34.2483825684s, input_fired_time: 0.8010115623, output_fired_time: 0.0000000000, propagate_forward_time: 32.1786270142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2687454224
validation[          , genome 11205] predictions:    9850/  10000 (98.50%), best:    9850/10000 (98.50%), error:       498.74442, best error:       498.74442 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 415.6015625000s, input_fired_time: 6.6381492615, output_fired_time: 6.3902902603, propagate_forward_time: 156.8768768311, propagate_backward_time: 238.8083496094, weight_update_time: 0.4644500613, other_time: 6.8878936768
epoch time: 34.5183334351s, input_fired_time: 0.8054571152, output_fired_time: 0.0000000000, propagate_forward_time: 32.4444732666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2684020996
validation[          , genome 11205] predictions:    9823/  10000 (98.23%), best:    9850/10000 (98.50%), error:       572.11310, best error:       498.74442 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 415.2180786133s, input_fired_time: 6.6691994667, output_fired_time: 6.3789486885, propagate_forward_time: 156.9363861084, propagate_backward_time: 238.2637023926, weight_update_time: 0.4656130373, other_time: 6.9698638916
epoch time: 34.4641189575s, input_fired_time: 0.8027808070, output_fired_time: 0.0000000000, propagate_forward_time: 32.3904762268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2708625793
validation[          , genome 11205] predictions:    9853/  10000 (98.53%), best:    9850/10000 (98.50%), error:       543.15729, best error:       498.74442 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 415.9895019531s, input_fired_time: 6.6824688911, output_fired_time: 6.3867721558, propagate_forward_time: 156.9583740234, propagate_backward_time: 239.0121307373, weight_update_time: 0.4686426222, other_time: 6.9497528076
epoch time: 34.4801330566s, input_fired_time: 0.8071512580, output_fired_time: 0.0000000000, propagate_forward_time: 32.4070281982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2659530640
validation[          , genome 11205] predictions:    9851/  10000 (98.51%), best:    9850/10000 (98.50%), error:       515.28009, best error:       498.74442 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 414.8388366699s, input_fired_time: 6.6297216415, output_fired_time: 6.3779168129, propagate_forward_time: 156.6551361084, propagate_backward_time: 238.3018035889, weight_update_time: 0.4678955674, other_time: 6.8742370605
epoch time: 34.3498344421s, input_fired_time: 0.8066053987, output_fired_time: 0.0000000000, propagate_forward_time: 32.2699203491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2733078003
validation[          , genome 11205] predictions:    9788/  10000 (97.88%), best:    9850/10000 (98.50%), error:       648.21313, best error:       498.74442 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 415.0650939941s, input_fired_time: 6.5619640350, output_fired_time: 6.3960995674, propagate_forward_time: 156.8897094727, propagate_backward_time: 238.5639801025, weight_update_time: 0.4571252167, other_time: 6.6533660889
epoch time: 34.4077720642s, input_fired_time: 0.7997911572, output_fired_time: 0.0000000000, propagate_forward_time: 32.3969192505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2110633850
validation[          , genome 11205] predictions:    9834/  10000 (98.34%), best:    9850/10000 (98.50%), error:       518.01801, best error:       498.74442 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 414.5411987305s, input_fired_time: 6.6652469635, output_fired_time: 6.3686137199, propagate_forward_time: 156.6087951660, propagate_backward_time: 237.9705200195, weight_update_time: 0.4643157423, other_time: 6.9280090332
epoch time: 34.4127235413s, input_fired_time: 0.7909153104, output_fired_time: 0.0000000000, propagate_forward_time: 32.4161453247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2056617737
validation[          , genome 11205] predictions:    9837/  10000 (98.37%), best:    9850/10000 (98.50%), error:       527.65283, best error:       498.74442 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 415.7951660156s, input_fired_time: 6.6600070000, output_fired_time: 6.3812747002, propagate_forward_time: 157.0839080811, propagate_backward_time: 238.7675323486, weight_update_time: 0.4655942321, other_time: 6.9024353027
epoch time: 34.7270240784s, input_fired_time: 0.8140853047, output_fired_time: 0.0000000000, propagate_forward_time: 32.6393547058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2735824585
validation[          , genome 11205] predictions:    9865/  10000 (98.65%), best:    9865/10000 (98.65%), error:       447.91385, best error:       447.91385 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 415.6241760254s, input_fired_time: 6.6806392670, output_fired_time: 6.3847212791, propagate_forward_time: 157.0175018311, propagate_backward_time: 238.5752716064, weight_update_time: 0.4672979712, other_time: 6.9660339355
epoch time: 34.5013618469s, input_fired_time: 0.8132949471, output_fired_time: 0.0000000000, propagate_forward_time: 32.4219741821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2660942078
validation[          , genome 11205] predictions:    9818/  10000 (98.18%), best:    9865/10000 (98.65%), error:       583.74170, best error:       447.91385 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 413.2799682617s, input_fired_time: 6.5472674370, output_fired_time: 6.3443889618, propagate_forward_time: 156.2778930664, propagate_backward_time: 237.4550628662, weight_update_time: 0.4585820138, other_time: 6.6553497314
epoch time: 34.2939834595s, input_fired_time: 0.7903118730, output_fired_time: 0.0000000000, propagate_forward_time: 32.2956466675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2080230713
validation[          , genome 11205] predictions:    9823/  10000 (98.23%), best:    9865/10000 (98.65%), error:       591.31592, best error:       447.91385 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 417.3157043457s, input_fired_time: 6.5892415047, output_fired_time: 6.4162731171, propagate_forward_time: 157.8982238770, propagate_backward_time: 239.7405395508, weight_update_time: 0.4623918533, other_time: 6.6714477539
epoch time: 34.5470733643s, input_fired_time: 0.7971721888, output_fired_time: 0.0000000000, propagate_forward_time: 32.5296478271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2202529907
validation[          , genome 11205] predictions:    9842/  10000 (98.42%), best:    9865/10000 (98.65%), error:       512.24274, best error:       447.91385 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 414.0284423828s, input_fired_time: 6.6482906342, output_fired_time: 6.3552451134, propagate_forward_time: 156.3700561523, propagate_backward_time: 237.7653808594, weight_update_time: 0.4654561281, other_time: 6.8894653320
epoch time: 34.3679161072s, input_fired_time: 0.8096522689, output_fired_time: 0.0000000000, propagate_forward_time: 32.2923240662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2659416199
validation[          , genome 11205] predictions:    9855/  10000 (98.55%), best:    9865/10000 (98.65%), error:       496.42514, best error:       447.91385 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 413.0537414551s, input_fired_time: 6.5568747520, output_fired_time: 6.3415489197, propagate_forward_time: 156.1168060303, propagate_backward_time: 237.3867492676, weight_update_time: 0.4597504139, other_time: 6.6517486572
epoch time: 34.5496101379s, input_fired_time: 0.8120390773, output_fired_time: 0.0000000000, propagate_forward_time: 32.4685668945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2690048218
validation[          , genome 11205] predictions:    9807/  10000 (98.07%), best:    9865/10000 (98.65%), error:       633.71167, best error:       447.91385 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 416.6005554199s, input_fired_time: 6.7166056633, output_fired_time: 6.4009256363, propagate_forward_time: 157.3932495117, propagate_backward_time: 239.1155853271, weight_update_time: 0.4701308906, other_time: 6.9741668701
epoch time: 34.5883941650s, input_fired_time: 0.8195670247, output_fired_time: 0.0000000000, propagate_forward_time: 32.4935607910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2752647400
validation[          , genome 11205] predictions:    9852/  10000 (98.52%), best:    9865/10000 (98.65%), error:       506.98294, best error:       447.91385 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 416.3799438477s, input_fired_time: 6.6499285698, output_fired_time: 6.4126157761, propagate_forward_time: 157.3104553223, propagate_backward_time: 239.2109985352, weight_update_time: 0.4657517970, other_time: 6.7959289551
epoch time: 34.2581634521s, input_fired_time: 0.8048749566, output_fired_time: 0.0000000000, propagate_forward_time: 32.2040176392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2492713928
validation[          , genome 11205] predictions:    9831/  10000 (98.31%), best:    9865/10000 (98.65%), error:       548.46753, best error:       447.91385 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 413.6457824707s, input_fired_time: 6.6979160309, output_fired_time: 6.3477969170, propagate_forward_time: 156.2160797119, propagate_backward_time: 237.4183197021, weight_update_time: 0.4647977054, other_time: 6.9656677246
epoch time: 34.4760208130s, input_fired_time: 0.8060779572, output_fired_time: 0.0000000000, propagate_forward_time: 32.3961563110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2737884521
validation[          , genome 11205] predictions:    9828/  10000 (98.28%), best:    9865/10000 (98.65%), error:       566.10358, best error:       447.91385 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 414.2890930176s, input_fired_time: 6.5918879509, output_fired_time: 6.3622579575, propagate_forward_time: 156.6934661865, propagate_backward_time: 237.9829864502, weight_update_time: 0.4582028389, other_time: 6.6585083008
epoch time: 34.3021316528s, input_fired_time: 0.7982926369, output_fired_time: 0.0000000000, propagate_forward_time: 32.2950935364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2087440491
validation[          , genome 11205] predictions:    9843/  10000 (98.43%), best:    9865/10000 (98.65%), error:       525.84723, best error:       447.91385 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 415.9146118164s, input_fired_time: 6.7014360428, output_fired_time: 6.3897657394, propagate_forward_time: 157.0698242188, propagate_backward_time: 238.7830352783, weight_update_time: 0.4670392275, other_time: 6.9705352783
epoch time: 34.3285560608s, input_fired_time: 0.8162004352, output_fired_time: 0.0000000000, propagate_forward_time: 32.2436408997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2687149048
validation[          , genome 11205] predictions:    9845/  10000 (98.45%), best:    9865/10000 (98.65%), error:       499.60089, best error:       447.91385 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 415.2400207520s, input_fired_time: 6.5905857086, output_fired_time: 6.3852987289, propagate_forward_time: 156.9992675781, propagate_backward_time: 238.6118164063, weight_update_time: 0.4578811824, other_time: 6.6530761719
epoch time: 34.4173393250s, input_fired_time: 0.7995440960, output_fired_time: 0.0000000000, propagate_forward_time: 32.4119682312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2058258057
validation[          , genome 11205] predictions:    9838/  10000 (98.38%), best:    9865/10000 (98.65%), error:       525.75391, best error:       447.91385 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 417.3661804199s, input_fired_time: 6.7423186302, output_fired_time: 6.4160680771, propagate_forward_time: 157.6424865723, propagate_backward_time: 239.5392761230, weight_update_time: 0.4706982076, other_time: 7.0260314941
epoch time: 34.7899742126s, input_fired_time: 0.8240438104, output_fired_time: 0.0000000000, propagate_forward_time: 32.6876869202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2782440186
validation[          , genome 11205] predictions:    9837/  10000 (98.37%), best:    9865/10000 (98.65%), error:       525.75604, best error:       447.91385 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 415.3437500000s, input_fired_time: 6.6320080757, output_fired_time: 6.3901362419, propagate_forward_time: 157.0039520264, propagate_backward_time: 238.5449523926, weight_update_time: 0.4622426927, other_time: 6.7726898193
epoch time: 34.5080909729s, input_fired_time: 0.8135642409, output_fired_time: 0.0000000000, propagate_forward_time: 32.4253921509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2691345215
validation[          , genome 11205] predictions:    9818/  10000 (98.18%), best:    9865/10000 (98.65%), error:       641.02362, best error:       447.91385 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 413.0714721680s, input_fired_time: 6.5692744255, output_fired_time: 6.3538441658, propagate_forward_time: 156.2066192627, propagate_backward_time: 237.2957305908, weight_update_time: 0.4567408562, other_time: 6.6459960938
epoch time: 34.2620277405s, input_fired_time: 0.7997609377, output_fired_time: 0.0000000000, propagate_forward_time: 32.2548904419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2073745728
validation[          , genome 11205] predictions:    9845/  10000 (98.45%), best:    9865/10000 (98.65%), error:       507.33563, best error:       447.91385 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 416.7026367188s, input_fired_time: 6.7093009949, output_fired_time: 6.4062905312, propagate_forward_time: 157.3352203369, propagate_backward_time: 239.2954406738, weight_update_time: 0.4667615592, other_time: 6.9564056396
epoch time: 34.5701217651s, input_fired_time: 0.8197997808, output_fired_time: 0.0000000000, propagate_forward_time: 32.4726333618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2776870728
validation[          , genome 11205] predictions:    9845/  10000 (98.45%), best:    9865/10000 (98.65%), error:       540.63019, best error:       447.91385 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 415.9538269043s, input_fired_time: 6.7302002907, output_fired_time: 6.3914155960, propagate_forward_time: 157.0500640869, propagate_backward_time: 238.7949829102, weight_update_time: 0.4665837288, other_time: 6.9871673584
epoch time: 34.5678367615s, input_fired_time: 0.8208257556, output_fired_time: 0.0000000000, propagate_forward_time: 32.4752731323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2717361450
validation[          , genome 11205] predictions:    9855/  10000 (98.55%), best:    9865/10000 (98.65%), error:       511.33191, best error:       447.91385 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 414.5757141113s, input_fired_time: 6.6524968147, output_fired_time: 6.3610262871, propagate_forward_time: 156.6167297363, propagate_backward_time: 238.1132202148, weight_update_time: 0.4644612372, other_time: 6.8322448730
epoch time: 34.4613685608s, input_fired_time: 0.8018351793, output_fired_time: 0.0000000000, propagate_forward_time: 32.4529037476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2066307068
validation[          , genome 11205] predictions:    9869/  10000 (98.69%), best:    9865/10000 (98.65%), error:       451.12601, best error:       447.91385 on epoch:    37, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 413.6748046875s, input_fired_time: 6.6454343796, output_fired_time: 6.3549642563, propagate_forward_time: 156.4034423828, propagate_backward_time: 237.4907531738, weight_update_time: 0.4628024995, other_time: 6.7802124023
epoch time: 34.5131950378s, input_fired_time: 0.8201058507, output_fired_time: 0.0000000000, propagate_forward_time: 32.4175491333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2755393982
validation[          , genome 11205] predictions:    9856/  10000 (98.56%), best:    9865/10000 (98.65%), error:       462.20712, best error:       447.91385 on epoch:    37, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 415.8251037598s, input_fired_time: 6.6049776077, output_fired_time: 6.4052038193, propagate_forward_time: 157.1308898926, propagate_backward_time: 239.0314178467, weight_update_time: 0.4579610527, other_time: 6.6526031494
epoch time: 34.4310569763s, input_fired_time: 0.8013330102, output_fired_time: 0.0000000000, propagate_forward_time: 32.4208793640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2088432312
validation[          , genome 11205] predictions:    9862/  10000 (98.62%), best:    9865/10000 (98.65%), error:       472.17487, best error:       447.91385 on epoch:    37, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 415.6910705566s, input_fired_time: 6.7305660248, output_fired_time: 6.3925867081, propagate_forward_time: 157.0133056641, propagate_backward_time: 238.5580444336, weight_update_time: 0.4683589041, other_time: 6.9965820313
epoch time: 34.5175170898s, input_fired_time: 0.8175121546, output_fired_time: 0.0000000000, propagate_forward_time: 32.4302139282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2697906494
validation[          , genome 11205] predictions:    9832/  10000 (98.32%), best:    9865/10000 (98.65%), error:       566.19415, best error:       447.91385 on epoch:    37, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 415.4194641113s, input_fired_time: 6.6087360382, output_fired_time: 6.3964595795, propagate_forward_time: 157.1007995605, propagate_backward_time: 238.6449584961, weight_update_time: 0.4593654275, other_time: 6.6685180664
epoch time: 34.2247161865s, input_fired_time: 0.8042800426, output_fired_time: 0.0000000000, propagate_forward_time: 32.2149162292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2055206299
validation[          , genome 11205] predictions:    9870/  10000 (98.70%), best:    9865/10000 (98.65%), error:       458.71951, best error:       447.91385 on epoch:    37, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 414.5513610840s, input_fired_time: 6.7165474892, output_fired_time: 6.3743176460, propagate_forward_time: 156.6685333252, propagate_backward_time: 237.8293762207, weight_update_time: 0.4649599493, other_time: 6.9625701904
epoch time: 34.4635848999s, input_fired_time: 0.8172259331, output_fired_time: 0.0000000000, propagate_forward_time: 32.3712348938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2751235962
validation[          , genome 11205] predictions:    9864/  10000 (98.64%), best:    9865/10000 (98.65%), error:       467.92850, best error:       447.91385 on epoch:    37, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 413.8457641602s, input_fired_time: 6.6600890160, output_fired_time: 6.3573894501, propagate_forward_time: 156.3957672119, propagate_backward_time: 237.5859985352, weight_update_time: 0.4635978639, other_time: 6.8465118408
epoch time: 34.4330215454s, input_fired_time: 0.8051106930, output_fired_time: 0.0000000000, propagate_forward_time: 32.4220504761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2058601379
validation[          , genome 11205] predictions:    9857/  10000 (98.57%), best:    9865/10000 (98.65%), error:       467.78656, best error:       447.91385 on epoch:    37, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 413.9078369141s, input_fired_time: 6.6105017662, output_fired_time: 6.3691177368, propagate_forward_time: 156.5381774902, propagate_backward_time: 237.7078552246, weight_update_time: 0.4599792361, other_time: 6.6821899414
epoch time: 34.5746574402s, input_fired_time: 0.8044763207, output_fired_time: 0.0000000000, propagate_forward_time: 32.5599937439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2101860046
validation[          , genome 11205] predictions:    9858/  10000 (98.58%), best:    9865/10000 (98.65%), error:       464.30927, best error:       447.91385 on epoch:    37, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 416.4056701660s, input_fired_time: 6.7191534042, output_fired_time: 6.3973927498, propagate_forward_time: 157.4480743408, propagate_backward_time: 238.9176330566, weight_update_time: 0.4658842385, other_time: 6.9234161377
epoch time: 34.5958251953s, input_fired_time: 0.8040255308, output_fired_time: 0.0000000000, propagate_forward_time: 32.5802497864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2115516663
validation[          , genome 11205] predictions:    9840/  10000 (98.40%), best:    9865/10000 (98.65%), error:       523.39166, best error:       447.91385 on epoch:    37, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 415.8161315918s, input_fired_time: 6.7474923134, output_fired_time: 6.3907713890, propagate_forward_time: 157.0421142578, propagate_backward_time: 238.6489868164, weight_update_time: 0.4663790166, other_time: 6.9867553711
epoch time: 34.6950950623s, input_fired_time: 0.8294954896, output_fired_time: 0.0000000000, propagate_forward_time: 32.5910148621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2745857239
validation[          , genome 11205] predictions:    9770/  10000 (97.70%), best:    9865/10000 (98.65%), error:       720.42786, best error:       447.91385 on epoch:    37, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 415.6504211426s, input_fired_time: 6.6171798706, output_fired_time: 6.3938436508, propagate_forward_time: 157.0490722656, propagate_backward_time: 238.9459991455, weight_update_time: 0.4593633413, other_time: 6.6443328857
epoch time: 34.4353408813s, input_fired_time: 0.8070281744, output_fired_time: 0.0000000000, propagate_forward_time: 32.4162292480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2120819092
validation[          , genome 11205] predictions:    9869/  10000 (98.69%), best:    9865/10000 (98.65%), error:       463.48599, best error:       447.91385 on epoch:    37, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 415.4105224609s, input_fired_time: 6.7554469109, output_fired_time: 6.3766236305, propagate_forward_time: 157.0339202881, propagate_backward_time: 238.2467041016, weight_update_time: 0.4684486091, other_time: 6.9978485107
epoch time: 34.4868049622s, input_fired_time: 0.8227017522, output_fired_time: 0.0000000000, propagate_forward_time: 32.3921737671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2719306946
validation[          , genome 11205] predictions:    9826/  10000 (98.26%), best:    9865/10000 (98.65%), error:       592.89014, best error:       447.91385 on epoch:    37, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 414.1052246094s, input_fired_time: 6.6218810081, output_fired_time: 6.3610897064, propagate_forward_time: 156.6472320557, propagate_backward_time: 237.8195037842, weight_update_time: 0.4571654201, other_time: 6.6555175781
epoch time: 34.4948692322s, input_fired_time: 0.8107281923, output_fired_time: 0.0000000000, propagate_forward_time: 32.4730110168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2111282349
validation[          , genome 11205] predictions:    9858/  10000 (98.58%), best:    9865/10000 (98.65%), error:       496.31104, best error:       447.91385 on epoch:    37, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 413.6640014648s, input_fired_time: 6.7470450401, output_fired_time: 6.3585805893, propagate_forward_time: 156.2745971680, propagate_backward_time: 237.2882843018, weight_update_time: 0.4664083123, other_time: 6.9954986572
epoch time: 34.3965148926s, input_fired_time: 0.8239189386, output_fired_time: 0.0000000000, propagate_forward_time: 32.3025512695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2700462341
validation[          , genome 11205] predictions:    9848/  10000 (98.48%), best:    9865/10000 (98.65%), error:       514.81006, best error:       447.91385 on epoch:    37, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 414.0021667480s, input_fired_time: 6.7083363533, output_fired_time: 6.3655781746, propagate_forward_time: 156.3847961426, propagate_backward_time: 237.6345062256, weight_update_time: 0.4624764621, other_time: 6.9089508057
epoch time: 34.3485984802s, input_fired_time: 0.8220306039, output_fired_time: 0.0000000000, propagate_forward_time: 32.2597923279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2667770386
validation[          , genome 11205] predictions:    9862/  10000 (98.62%), best:    9865/10000 (98.65%), error:       477.39600, best error:       447.91385 on epoch:    37, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 413.3129272461s, input_fired_time: 6.7329931259, output_fired_time: 6.3427805901, propagate_forward_time: 156.1259765625, propagate_backward_time: 237.1287536621, weight_update_time: 0.4649099708, other_time: 6.9824218750
epoch time: 34.3377876282s, input_fired_time: 0.8247290254, output_fired_time: 0.0000000000, propagate_forward_time: 32.2481346130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2649230957
validation[          , genome 11205] predictions:    9856/  10000 (98.56%), best:    9865/10000 (98.65%), error:       476.62830, best error:       447.91385 on epoch:    37, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 416.1479797363s, input_fired_time: 6.7448921204, output_fired_time: 6.3986644745, propagate_forward_time: 157.3075408936, propagate_backward_time: 238.7131652832, weight_update_time: 0.4683458209, other_time: 6.9837188721
epoch time: 34.5213127136s, input_fired_time: 0.8204540014, output_fired_time: 0.0000000000, propagate_forward_time: 32.4350547791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2658042908
validation[          , genome 11205] predictions:    9859/  10000 (98.59%), best:    9865/10000 (98.65%), error:       477.31195, best error:       447.91385 on epoch:    37, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 416.3884887695s, input_fired_time: 6.6409959793, output_fired_time: 6.4093337059, propagate_forward_time: 157.4017486572, propagate_backward_time: 239.2762451172, weight_update_time: 0.4602569342, other_time: 6.6601715088
epoch time: 34.4541015625s, input_fired_time: 0.8085732460, output_fired_time: 0.0000000000, propagate_forward_time: 32.4367980957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2087287903
validation[          , genome 11205] predictions:    9861/  10000 (98.61%), best:    9865/10000 (98.65%), error:       462.62085, best error:       447.91385 on epoch:    37, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 416.4767150879s, input_fired_time: 6.7787432671, output_fired_time: 6.4066338539, propagate_forward_time: 157.3371582031, propagate_backward_time: 238.9486236572, weight_update_time: 0.4699934423, other_time: 7.0055389404
epoch time: 34.4851913452s, input_fired_time: 0.8223382831, output_fired_time: 0.0000000000, propagate_forward_time: 32.3883285522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2745246887
validation[          , genome 11205] predictions:    9858/  10000 (98.58%), best:    9865/10000 (98.65%), error:       479.18533, best error:       447.91385 on epoch:    37, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 415.8007202148s, input_fired_time: 6.6395068169, output_fired_time: 6.3904476166, propagate_forward_time: 157.2089843750, propagate_backward_time: 238.9011230469, weight_update_time: 0.4602493048, other_time: 6.6606750488
epoch time: 34.4479866028s, input_fired_time: 0.8097650409, output_fired_time: 0.0000000000, propagate_forward_time: 32.4294395447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2087821960
validation[          , genome 11205] predictions:    9862/  10000 (98.62%), best:    9865/10000 (98.65%), error:       482.80197, best error:       447.91385 on epoch:    37, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 416.2073669434s, input_fired_time: 6.7303075790, output_fired_time: 6.3937463760, propagate_forward_time: 157.2397918701, propagate_backward_time: 238.9506530762, weight_update_time: 0.4657003284, other_time: 6.8928680420
epoch time: 34.3497009277s, input_fired_time: 0.8082914948, output_fired_time: 0.0000000000, propagate_forward_time: 32.3338623047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2075462341
validation[          , genome 11205] predictions:    9856/  10000 (98.56%), best:    9865/10000 (98.65%), error:       475.35712, best error:       447.91385 on epoch:    37, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 418.2332763672s, input_fired_time: 6.8182778358, output_fired_time: 6.4659976959, propagate_forward_time: 158.0862274170, propagate_backward_time: 239.8455200195, weight_update_time: 0.4686910212, other_time: 7.0172576904
epoch time: 34.3383903503s, input_fired_time: 0.8282206059, output_fired_time: 0.0000000000, propagate_forward_time: 32.2373008728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2728691101
validation[          , genome 11205] predictions:    9847/  10000 (98.47%), best:    9865/10000 (98.65%), error:       497.46112, best error:       447.91385 on epoch:    37, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 414.1428527832s, input_fired_time: 6.6877789497, output_fired_time: 6.3659825325, propagate_forward_time: 156.4939422607, propagate_backward_time: 237.7607269287, weight_update_time: 0.4627551734, other_time: 6.8344116211
epoch time: 34.4113540649s, input_fired_time: 0.8238388300, output_fired_time: 0.0000000000, propagate_forward_time: 32.3162155151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2713012695
validation[          , genome 11205] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       440.68100, best error:       440.68100 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 417.1154174805s, input_fired_time: 6.7697930336, output_fired_time: 6.4201617241, propagate_forward_time: 157.5666809082, propagate_backward_time: 239.3642883301, weight_update_time: 0.4669719636, other_time: 6.9944763184
epoch time: 34.5415344238s, input_fired_time: 0.8263396025, output_fired_time: 0.0000000000, propagate_forward_time: 32.4439468384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2712478638
validation[          , genome 11205] predictions:    9854/  10000 (98.54%), best:    9866/10000 (98.66%), error:       476.18771, best error:       440.68100 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 417.2552795410s, input_fired_time: 6.7856669426, output_fired_time: 6.4122924805, propagate_forward_time: 157.6931915283, propagate_backward_time: 239.3574676514, weight_update_time: 0.4693449140, other_time: 7.0066528320
epoch time: 34.6005020142s, input_fired_time: 0.8257614970, output_fired_time: 0.0000000000, propagate_forward_time: 32.5060234070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2687187195
validation[          , genome 11205] predictions:    9859/  10000 (98.59%), best:    9866/10000 (98.66%), error:       475.43738, best error:       440.68100 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 415.0117797852s, input_fired_time: 6.6473655701, output_fired_time: 6.3734140396, propagate_forward_time: 157.0579071045, propagate_backward_time: 238.2671508789, weight_update_time: 0.4577788413, other_time: 6.6659393311
epoch time: 34.4531097412s, input_fired_time: 0.8161007762, output_fired_time: 0.0000000000, propagate_forward_time: 32.4256782532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2113304138
validation[          , genome 11205] predictions:    9861/  10000 (98.61%), best:    9866/10000 (98.66%), error:       466.68179, best error:       440.68100 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 414.5844726563s, input_fired_time: 6.6924533844, output_fired_time: 6.3688960075, propagate_forward_time: 156.6808776855, propagate_backward_time: 238.0582275391, weight_update_time: 0.4619209170, other_time: 6.7840270996
epoch time: 34.4668807983s, input_fired_time: 0.8088817596, output_fired_time: 0.0000000000, propagate_forward_time: 32.4412193298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2167778015
validation[          , genome 11205] predictions:    9843/  10000 (98.43%), best:    9866/10000 (98.66%), error:       508.00104, best error:       440.68100 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 417.8081054688s, input_fired_time: 6.7942128181, output_fired_time: 6.4213943481, propagate_forward_time: 157.8868103027, propagate_backward_time: 239.7050781250, weight_update_time: 0.4690662622, other_time: 7.0006103516
epoch time: 34.6467018127s, input_fired_time: 0.8283269405, output_fired_time: 0.0000000000, propagate_forward_time: 32.5453948975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2729797363
validation[          , genome 11205] predictions:    9854/  10000 (98.54%), best:    9866/10000 (98.66%), error:       467.76819, best error:       440.68100 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 414.1886596680s, input_fired_time: 6.7435564995, output_fired_time: 6.3531551361, propagate_forward_time: 156.4998016357, propagate_backward_time: 237.6124114990, weight_update_time: 0.4644023478, other_time: 6.9797363281
epoch time: 34.2072677612s, input_fired_time: 0.8206106424, output_fired_time: 0.0000000000, propagate_forward_time: 32.1158332825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2708244324
validation[          , genome 11205] predictions:    9822/  10000 (98.22%), best:    9866/10000 (98.66%), error:       573.12836, best error:       440.68100 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 416.5849914551s, input_fired_time: 6.7438187599, output_fired_time: 6.4077615738, propagate_forward_time: 157.3694458008, propagate_backward_time: 239.1257171631, weight_update_time: 0.4691674411, other_time: 6.9382476807
epoch time: 34.7285194397s, input_fired_time: 0.8248327971, output_fired_time: 0.0000000000, propagate_forward_time: 32.6310539246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2726325989
validation[          , genome 11205] predictions:    9857/  10000 (98.57%), best:    9866/10000 (98.66%), error:       490.78677, best error:       440.68100 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 414.7354125977s, input_fired_time: 6.6356158257, output_fired_time: 6.3795700073, propagate_forward_time: 156.8004302979, propagate_backward_time: 238.2705535889, weight_update_time: 0.4584209621, other_time: 6.6492309570
epoch time: 34.4230308533s, input_fired_time: 0.8138039708, output_fired_time: 0.0000000000, propagate_forward_time: 32.4038391113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2053871155
validation[          , genome 11205] predictions:    9859/  10000 (98.59%), best:    9866/10000 (98.66%), error:       476.13336, best error:       440.68100 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 413.9629516602s, input_fired_time: 6.7497014999, output_fired_time: 6.3640365601, propagate_forward_time: 156.3849029541, propagate_backward_time: 237.4712677002, weight_update_time: 0.4644770920, other_time: 6.9930419922
epoch time: 34.3631591797s, input_fired_time: 0.8070623279, output_fired_time: 0.0000000000, propagate_forward_time: 32.3411369324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2149581909
validation[          , genome 11205] predictions:    9848/  10000 (98.48%), best:    9866/10000 (98.66%), error:       507.70316, best error:       440.68100 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 414.4495544434s, input_fired_time: 6.7629399300, output_fired_time: 6.3714566231, propagate_forward_time: 156.6120758057, propagate_backward_time: 237.7165374756, weight_update_time: 0.4681489468, other_time: 6.9865417480
epoch time: 34.4967117310s, input_fired_time: 0.8256477714, output_fired_time: 0.0000000000, propagate_forward_time: 32.3982276917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2728347778
validation[          , genome 11205] predictions:    9862/  10000 (98.62%), best:    9866/10000 (98.66%), error:       472.78479, best error:       440.68100 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 415.4992065430s, input_fired_time: 6.6623582840, output_fired_time: 6.3894429207, propagate_forward_time: 157.0570373535, propagate_backward_time: 238.7366180420, weight_update_time: 0.4606421292, other_time: 6.6537628174
epoch time: 34.5610656738s, input_fired_time: 0.8139491677, output_fired_time: 0.0000000000, propagate_forward_time: 32.5371322632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2099838257
validation[          , genome 11205] predictions:    9859/  10000 (98.59%), best:    9866/10000 (98.66%), error:       483.40219, best error:       440.68100 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 413.7413330078s, input_fired_time: 6.6293687820, output_fired_time: 6.3588514328, propagate_forward_time: 156.4756317139, propagate_backward_time: 237.6366119385, weight_update_time: 0.4561227560, other_time: 6.6408691406
epoch time: 34.3398056030s, input_fired_time: 0.8088189960, output_fired_time: 0.0000000000, propagate_forward_time: 32.3198547363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2111320496
validation[          , genome 11205] predictions:    9855/  10000 (98.55%), best:    9866/10000 (98.66%), error:       481.04739, best error:       440.68100 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 416.2287597656s, input_fired_time: 6.7753314972, output_fired_time: 6.4011836052, propagate_forward_time: 157.3078918457, propagate_backward_time: 238.7611389160, weight_update_time: 0.4680038989, other_time: 6.9832153320
epoch time: 34.5232276917s, input_fired_time: 0.8304761648, output_fired_time: 0.0000000000, propagate_forward_time: 32.4236297607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2691230774
validation[          , genome 11205] predictions:    9859/  10000 (98.59%), best:    9866/10000 (98.66%), error:       445.15366, best error:       440.68100 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 413.6329040527s, input_fired_time: 6.7633700371, output_fired_time: 6.3599414825, propagate_forward_time: 156.2600708008, propagate_backward_time: 237.2419433594, weight_update_time: 0.4655204415, other_time: 7.0075683594
epoch time: 34.3688240051s, input_fired_time: 0.8200793266, output_fired_time: 0.0000000000, propagate_forward_time: 32.2719573975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2767868042
validation[          , genome 11205] predictions:    9851/  10000 (98.51%), best:    9866/10000 (98.66%), error:       481.34555, best error:       440.68100 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 415.2868347168s, input_fired_time: 6.6464500427, output_fired_time: 6.3929514885, propagate_forward_time: 157.1297760010, propagate_backward_time: 238.4503784180, weight_update_time: 0.4593848884, other_time: 6.6672821045
epoch time: 34.5199623108s, input_fired_time: 0.8240651488, output_fired_time: 0.0000000000, propagate_forward_time: 32.4264373779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2694587708
validation[          , genome 11205] predictions:    9848/  10000 (98.48%), best:    9866/10000 (98.66%), error:       493.96945, best error:       440.68100 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 414.0917053223s, input_fired_time: 6.7481608391, output_fired_time: 6.3651909828, propagate_forward_time: 156.5444641113, propagate_backward_time: 237.4530334473, weight_update_time: 0.4667242765, other_time: 6.9808349609
epoch time: 34.4718742371s, input_fired_time: 0.8265847564, output_fired_time: 0.0000000000, propagate_forward_time: 32.3735694885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2717208862
validation[          , genome 11205] predictions:    9863/  10000 (98.63%), best:    9866/10000 (98.66%), error:       461.24060, best error:       440.68100 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 414.4039001465s, input_fired_time: 6.6560764313, output_fired_time: 6.3567581177, propagate_forward_time: 156.7217559814, propagate_backward_time: 237.9797821045, weight_update_time: 0.4587512612, other_time: 6.6895446777
epoch time: 34.4309501648s, input_fired_time: 0.8138312101, output_fired_time: 0.0000000000, propagate_forward_time: 32.4077949524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2093238831
validation[          , genome 11205] predictions:    9843/  10000 (98.43%), best:    9866/10000 (98.66%), error:       535.27600, best error:       440.68100 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 417.8996887207s, input_fired_time: 6.7296528816, output_fired_time: 6.4284615517, propagate_forward_time: 157.9845886230, propagate_backward_time: 239.9550781250, weight_update_time: 0.4644874334, other_time: 6.8019104004
epoch time: 34.5999565125s, input_fired_time: 0.8179736733, output_fired_time: 0.0000000000, propagate_forward_time: 32.5695419312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2124404907
validation[          , genome 11205] predictions:    9849/  10000 (98.49%), best:    9866/10000 (98.66%), error:       483.09814, best error:       440.68100 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 413.6874389648s, input_fired_time: 6.7689609528, output_fired_time: 6.3456211090, propagate_forward_time: 156.3613433838, propagate_backward_time: 237.2158508301, weight_update_time: 0.4669837952, other_time: 6.9956817627
epoch time: 34.4835090637s, input_fired_time: 0.8286624551, output_fired_time: 0.0000000000, propagate_forward_time: 32.3801155090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2747306824
validation[          , genome 11205] predictions:    9848/  10000 (98.48%), best:    9866/10000 (98.66%), error:       503.17426, best error:       440.68100 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 414.9721679688s, input_fired_time: 6.6434574127, output_fired_time: 6.3811125755, propagate_forward_time: 156.9611968994, propagate_backward_time: 238.3313293457, weight_update_time: 0.4589489102, other_time: 6.6550750732
epoch time: 34.3322525024s, input_fired_time: 0.8131874800, output_fired_time: 0.0000000000, propagate_forward_time: 32.3104171753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2086486816
validation[          , genome 11205] predictions:    9862/  10000 (98.62%), best:    9866/10000 (98.66%), error:       461.88330, best error:       440.68100 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 415.8474731445s, input_fired_time: 6.7720384598, output_fired_time: 6.3823614120, propagate_forward_time: 157.0637359619, propagate_backward_time: 238.6427612305, weight_update_time: 0.4647583663, other_time: 6.9865875244
epoch time: 34.5779342651s, input_fired_time: 0.8283101320, output_fired_time: 0.0000000000, propagate_forward_time: 32.4792518616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2703704834
validation[          , genome 11205] predictions:    9859/  10000 (98.59%), best:    9866/10000 (98.66%), error:       464.34445, best error:       440.68100 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 414.4751892090s, input_fired_time: 6.6487884521, output_fired_time: 6.3688321114, propagate_forward_time: 156.8261260986, propagate_backward_time: 237.9619903564, weight_update_time: 0.4584182799, other_time: 6.6694641113
epoch time: 34.4166908264s, input_fired_time: 0.8113253713, output_fired_time: 0.0000000000, propagate_forward_time: 32.3938522339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2115135193
validation[          , genome 11205] predictions:    9842/  10000 (98.42%), best:    9866/10000 (98.66%), error:       477.23175, best error:       440.68100 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 413.7276000977s, input_fired_time: 6.7598366737, output_fired_time: 6.3587207794, propagate_forward_time: 156.2975006104, propagate_backward_time: 237.3221893311, weight_update_time: 0.4651962221, other_time: 6.9893493652
epoch time: 34.3981590271s, input_fired_time: 0.8285673261, output_fired_time: 0.0000000000, propagate_forward_time: 32.2994689941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2701225281
validation[          , genome 11205] predictions:    9854/  10000 (98.54%), best:    9866/10000 (98.66%), error:       464.55679, best error:       440.68100 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 414.2088928223s, input_fired_time: 6.7606482506, output_fired_time: 6.3656244278, propagate_forward_time: 156.4994354248, propagate_backward_time: 237.6167297363, weight_update_time: 0.4669295847, other_time: 6.9664459229
epoch time: 34.5366668701s, input_fired_time: 0.8250951171, output_fired_time: 0.0000000000, propagate_forward_time: 32.4416656494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2699050903
validation[          , genome 11205] predictions:    9863/  10000 (98.63%), best:    9866/10000 (98.66%), error:       469.08276, best error:       440.68100 on epoch:    76, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 171.8515319824s, input_fired_time: 4.0575814247, output_fired_time: 0.0000000000, propagate_forward_time: 161.6776275635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.1163177490
best training[          , genome 11205] predictions:   49971/  50000 (99.94%), best:    9866/10000 (98.66%), error:       256.48077, best error:       440.68100 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 34.1347656250s, input_fired_time: 0.8030817509, output_fired_time: 0.0000000000, propagate_forward_time: 32.1118431091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2198410034
   testing[          , genome 11205] predictions:    9883/  10000 (98.83%), best:    9866/10000 (98.66%), error:       390.86746, best error:       440.68100 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:15:22 (3492): called boinc_finish(0)

</stderr_txt>
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