Nameexact_genome_1512568488_41_6500_0
Workunit2603812
Created7 Dec 2017, 20:16:34 UTC
Sent7 Dec 2017, 20:18:15 UTC
Report deadline20 Dec 2017, 8:26:48 UTC
Received9 Dec 2017, 15:14:20 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62426
Run time7 hours 55 min 8 sec
CPU time7 hours 36 min 6 sec
Validate stateValid
Credit3,126.49
Device peak FLOPS2.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.91 MB
Peak swap size155.38 MB
Peak disk usage2.19 MB

Stderr output

<core_client_version>7.6.22</core_client_version>
<![CDATA[
<stderr_txt>
 14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 256.5753173828s, input_fired_time: 2.9177191257, output_fired_time: 3.2754645348, propagate_forward_time: 99.5402908325, propagate_backward_time: 146.7379455566, weight_update_time: 0.2396503091, other_time: 4.1038818359
epoch time: 31.7004699707s, input_fired_time: 0.4527233839, output_fired_time: 0.0000000000, propagate_forward_time: 30.1436328888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1041145325
validation[          , genome  6500] predictions:    9708/  10000 (97.08%), best:    9762/10000 (97.62%), error:       939.26636, best error:       777.68677 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 264.2204589844s, input_fired_time: 3.2431783676, output_fired_time: 3.5238502026, propagate_forward_time: 101.1285858154, propagate_backward_time: 152.2538146973, weight_update_time: 0.2391605079, other_time: 4.0710296631
epoch time: 22.7062110901s, input_fired_time: 0.4512363076, output_fired_time: 0.0000000000, propagate_forward_time: 21.4007835388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8541908264
validation[          , genome  6500] predictions:    9704/  10000 (97.04%), best:    9762/10000 (97.62%), error:       963.36816, best error:       777.68677 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 253.1365356445s, input_fired_time: 2.9139766693, output_fired_time: 3.2638454437, propagate_forward_time: 97.1619491577, propagate_backward_time: 145.7593383789, weight_update_time: 0.2396671027, other_time: 4.0374450684
epoch time: 25.6318073273s, input_fired_time: 0.4794163704, output_fired_time: 0.0000000000, propagate_forward_time: 24.3138027191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8385887146
validation[          , genome  6500] predictions:    9722/  10000 (97.22%), best:    9762/10000 (97.62%), error:       862.29120, best error:       777.68677 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 264.1290283203s, input_fired_time: 2.9776022434, output_fired_time: 3.3632421494, propagate_forward_time: 101.6258926392, propagate_backward_time: 151.9647216797, weight_update_time: 0.2394617051, other_time: 4.1975708008
epoch time: 21.8766918182s, input_fired_time: 0.3546257615, output_fired_time: 0.0000000000, propagate_forward_time: 20.7335662842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7884998322
validation[          , genome  6500] predictions:    9724/  10000 (97.24%), best:    9762/10000 (97.62%), error:       890.72253, best error:       777.68677 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 252.9003753662s, input_fired_time: 2.9119496346, output_fired_time: 3.2414696217, propagate_forward_time: 97.0049819946, propagate_backward_time: 145.7017211914, weight_update_time: 0.2390920222, other_time: 4.0402526855
epoch time: 25.2384815216s, input_fired_time: 0.4907752275, output_fired_time: 0.0000000000, propagate_forward_time: 23.8186779022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9290275574
validation[          , genome  6500] predictions:    9583/  10000 (95.83%), best:    9762/10000 (97.62%), error:      1289.25635, best error:       777.68677 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 260.0149536133s, input_fired_time: 3.0132062435, output_fired_time: 3.4360582829, propagate_forward_time: 99.7191390991, propagate_backward_time: 149.6234283447, weight_update_time: 0.2401009649, other_time: 4.2230987549
epoch time: 23.6600818634s, input_fired_time: 0.3558713794, output_fired_time: 0.0000000000, propagate_forward_time: 22.4274063110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8768043518
validation[          , genome  6500] predictions:    9727/  10000 (97.27%), best:    9762/10000 (97.62%), error:       861.90204, best error:       777.68677 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 255.5728912354s, input_fired_time: 3.0335490704, output_fired_time: 3.2687165737, propagate_forward_time: 97.9909591675, propagate_backward_time: 147.1286315918, weight_update_time: 0.2387405932, other_time: 4.1510314941
epoch time: 27.0430641174s, input_fired_time: 0.4560262561, output_fired_time: 0.0000000000, propagate_forward_time: 25.6959514618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8910865784
validation[          , genome  6500] predictions:    9738/  10000 (97.38%), best:    9762/10000 (97.62%), error:       828.22681, best error:       777.68677 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 248.6937713623s, input_fired_time: 2.9040906429, output_fired_time: 3.2168979645, propagate_forward_time: 95.2105484009, propagate_backward_time: 143.3730010986, weight_update_time: 0.2375857234, other_time: 3.9892425537
epoch time: 21.2737178802s, input_fired_time: 0.3914066851, output_fired_time: 0.0000000000, propagate_forward_time: 20.1546554565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7276554108
validation[          , genome  6500] predictions:    9768/  10000 (97.68%), best:    9762/10000 (97.62%), error:       815.37860, best error:       777.68677 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 261.2371215820s, input_fired_time: 3.0828003883, output_fired_time: 3.2326426506, propagate_forward_time: 100.0872344971, propagate_backward_time: 150.5343017578, weight_update_time: 0.2684409916, other_time: 4.3001556396
epoch time: 21.1414108276s, input_fired_time: 0.3589529991, output_fired_time: 0.0000000000, propagate_forward_time: 20.0479297638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7345275879
validation[          , genome  6500] predictions:    9730/  10000 (97.30%), best:    9762/10000 (97.62%), error:       869.50201, best error:       777.68677 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 266.4261169434s, input_fired_time: 3.0303239822, output_fired_time: 3.2461225986, propagate_forward_time: 105.3854598999, propagate_backward_time: 150.5737915039, weight_update_time: 0.2397322208, other_time: 4.1903991699
epoch time: 25.0345268250s, input_fired_time: 0.4560813308, output_fired_time: 0.0000000000, propagate_forward_time: 23.7791271210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7993183136
validation[          , genome  6500] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       758.31183, best error:       758.31183 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 252.0024719238s, input_fired_time: 2.8921165466, output_fired_time: 3.2351438999, propagate_forward_time: 96.6578140259, propagate_backward_time: 145.1164245605, weight_update_time: 0.2374362200, other_time: 4.1009826660
epoch time: 21.1597213745s, input_fired_time: 0.3566448689, output_fired_time: 0.0000000000, propagate_forward_time: 20.0731716156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7299041748
validation[          , genome  6500] predictions:    9682/  10000 (96.82%), best:    9775/10000 (97.75%), error:      1028.07275, best error:       758.31183 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 254.7601165771s, input_fired_time: 2.9264442921, output_fired_time: 3.2466468811, propagate_forward_time: 97.6692733765, propagate_backward_time: 146.8308258057, weight_update_time: 0.2397834957, other_time: 4.0869293213
epoch time: 23.7767200470s, input_fired_time: 0.3585934937, output_fired_time: 0.0000000000, propagate_forward_time: 22.6269874573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7911396027
validation[          , genome  6500] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       718.30817, best error:       718.30817 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 262.6781616211s, input_fired_time: 2.9733228683, output_fired_time: 3.4200348854, propagate_forward_time: 100.8083038330, propagate_backward_time: 151.3114776611, weight_update_time: 0.2382216752, other_time: 4.1650085449
epoch time: 25.9306278229s, input_fired_time: 0.4553150237, output_fired_time: 0.0000000000, propagate_forward_time: 24.5840206146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8912925720
validation[          , genome  6500] predictions:    9754/  10000 (97.54%), best:    9776/10000 (97.76%), error:       815.07434, best error:       718.30817 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 259.0592041016s, input_fired_time: 2.9654211998, output_fired_time: 3.3418471813, propagate_forward_time: 99.3820724487, propagate_backward_time: 149.2389373779, weight_update_time: 0.2412936091, other_time: 4.1309356689
epoch time: 23.4878273010s, input_fired_time: 0.3959407508, output_fired_time: 0.0000000000, propagate_forward_time: 22.2562274933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8356590271
validation[          , genome  6500] predictions:    9756/  10000 (97.56%), best:    9776/10000 (97.76%), error:       763.01855, best error:       718.30817 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 269.0111694336s, input_fired_time: 3.0849909782, output_fired_time: 3.3899531364, propagate_forward_time: 103.1731033325, propagate_backward_time: 154.9719390869, weight_update_time: 0.2853026688, other_time: 4.3911895752
epoch time: 22.0915088654s, input_fired_time: 0.4235219061, output_fired_time: 0.0000000000, propagate_forward_time: 20.9038639069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7641239166
validation[          , genome  6500] predictions:    9738/  10000 (97.38%), best:    9776/10000 (97.76%), error:       864.30609, best error:       718.30817 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 254.5193328857s, input_fired_time: 2.9589631557, output_fired_time: 3.2450590134, propagate_forward_time: 97.7172851563, propagate_backward_time: 146.5507965088, weight_update_time: 0.2399227619, other_time: 4.0472259521
epoch time: 21.4718227386s, input_fired_time: 0.3532272577, output_fired_time: 0.0000000000, propagate_forward_time: 20.3702945709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7483005524
validation[          , genome  6500] predictions:    9752/  10000 (97.52%), best:    9776/10000 (97.76%), error:       768.45721, best error:       718.30817 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 261.2839660645s, input_fired_time: 2.9508314133, output_fired_time: 3.4074335098, propagate_forward_time: 100.1831970215, propagate_backward_time: 150.4808959961, weight_update_time: 0.2421381474, other_time: 4.2615966797
epoch time: 20.9282226563s, input_fired_time: 0.4226688147, output_fired_time: 0.0000000000, propagate_forward_time: 19.7768669128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7286872864
validation[          , genome  6500] predictions:    9772/  10000 (97.72%), best:    9776/10000 (97.76%), error:       757.84277, best error:       718.30817 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 256.0452575684s, input_fired_time: 2.9946920872, output_fired_time: 3.2440288067, propagate_forward_time: 98.2505416870, propagate_backward_time: 147.4428253174, weight_update_time: 0.2394180149, other_time: 4.1131744385
epoch time: 20.8911743164s, input_fired_time: 0.3603942990, output_fired_time: 0.0000000000, propagate_forward_time: 19.8077564240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7230243683
validation[          , genome  6500] predictions:    9770/  10000 (97.70%), best:    9776/10000 (97.76%), error:       772.80640, best error:       718.30817 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 271.6276855469s, input_fired_time: 3.3448460102, output_fired_time: 3.4875719547, propagate_forward_time: 104.1500091553, propagate_backward_time: 156.3054046631, weight_update_time: 0.2417332381, other_time: 4.3398437500
epoch time: 21.9200057983s, input_fired_time: 0.3605294824, output_fired_time: 0.0000000000, propagate_forward_time: 20.8289489746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7305278778
validation[          , genome  6500] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       700.18188, best error:       700.18188 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 261.7440795898s, input_fired_time: 3.0418732166, output_fired_time: 3.2584385872, propagate_forward_time: 100.5497665405, propagate_backward_time: 150.6993255615, weight_update_time: 0.2389889657, other_time: 4.1946868896
epoch time: 20.9744300842s, input_fired_time: 0.3572822809, output_fired_time: 0.0000000000, propagate_forward_time: 19.8747615814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7423858643
validation[          , genome  6500] predictions:    9780/  10000 (97.80%), best:    9785/10000 (97.85%), error:       753.15039, best error:       700.18188 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 258.7465820313s, input_fired_time: 2.9849193096, output_fired_time: 3.2391374111, propagate_forward_time: 99.4824981689, propagate_backward_time: 148.9324493408, weight_update_time: 0.2409630120, other_time: 4.1075744629
epoch time: 26.8580818176s, input_fired_time: 0.4886878133, output_fired_time: 0.0000000000, propagate_forward_time: 25.3183002472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0510940552
validation[          , genome  6500] predictions:    9790/  10000 (97.90%), best:    9785/10000 (97.85%), error:       727.00513, best error:       700.18188 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 257.3595275879s, input_fired_time: 2.9607524872, output_fired_time: 3.3732042313, propagate_forward_time: 98.1269073486, propagate_backward_time: 148.8168182373, weight_update_time: 0.2385939211, other_time: 4.0818481445
epoch time: 20.5113067627s, input_fired_time: 0.3579071462, output_fired_time: 0.0000000000, propagate_forward_time: 19.4345283508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7188720703
validation[          , genome  6500] predictions:    9770/  10000 (97.70%), best:    9785/10000 (97.85%), error:       788.57080, best error:       700.18188 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 271.0664367676s, input_fired_time: 2.9899196625, output_fired_time: 3.3116297722, propagate_forward_time: 103.8874588013, propagate_backward_time: 156.3299102783, weight_update_time: 0.2439535409, other_time: 4.5475311279
epoch time: 22.8380012512s, input_fired_time: 0.3718421459, output_fired_time: 0.0000000000, propagate_forward_time: 21.7145862579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7515735626
validation[          , genome  6500] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       670.76617, best error:       670.76617 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 243.4619750977s, input_fired_time: 2.8325207233, output_fired_time: 3.1443974972, propagate_forward_time: 92.6595840454, propagate_backward_time: 140.8322296143, weight_update_time: 0.2355522215, other_time: 3.9932403564
epoch time: 20.3211574554s, input_fired_time: 0.3584582806, output_fired_time: 0.0000000000, propagate_forward_time: 19.2344837189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7282161713
validation[          , genome  6500] predictions:    9761/  10000 (97.61%), best:    9795/10000 (97.95%), error:       799.32416, best error:       670.76617 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 261.2526550293s, input_fired_time: 3.0260348320, output_fired_time: 3.3055844307, propagate_forward_time: 100.4312973022, propagate_backward_time: 150.2894134521, weight_update_time: 0.2435097843, other_time: 4.2003326416
epoch time: 20.9782867432s, input_fired_time: 0.3604254723, output_fired_time: 0.0000000000, propagate_forward_time: 19.8890800476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7287807465
validation[          , genome  6500] predictions:    9786/  10000 (97.86%), best:    9795/10000 (97.95%), error:       709.53192, best error:       670.76617 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 264.5378417969s, input_fired_time: 2.9977107048, output_fired_time: 3.3410794735, propagate_forward_time: 101.4423217773, propagate_backward_time: 152.5676574707, weight_update_time: 0.2389941216, other_time: 4.1890869141
epoch time: 20.7354831696s, input_fired_time: 0.3919216394, output_fired_time: 0.0000000000, propagate_forward_time: 19.6159458160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7276153564
validation[          , genome  6500] predictions:    9764/  10000 (97.64%), best:    9795/10000 (97.95%), error:       758.81464, best error:       670.76617 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 253.0733642578s, input_fired_time: 2.9602851868, output_fired_time: 3.2380034924, propagate_forward_time: 97.2431182861, propagate_backward_time: 145.5863189697, weight_update_time: 0.2414001375, other_time: 4.0456390381
epoch time: 26.0747509003s, input_fired_time: 0.5508856177, output_fired_time: 0.0000000000, propagate_forward_time: 24.6356773376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8881874084
validation[          , genome  6500] predictions:    9790/  10000 (97.90%), best:    9795/10000 (97.95%), error:       700.02740, best error:       670.76617 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 259.0394897461s, input_fired_time: 3.0614483356, output_fired_time: 3.4052920341, propagate_forward_time: 99.4946670532, propagate_backward_time: 148.9607238770, weight_update_time: 0.2387393415, other_time: 4.1173706055
epoch time: 26.5234565735s, input_fired_time: 0.3942841887, output_fired_time: 0.0000000000, propagate_forward_time: 25.1739997864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9551734924
validation[          , genome  6500] predictions:    9791/  10000 (97.91%), best:    9795/10000 (97.95%), error:       677.90363, best error:       670.76617 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 282.8045654297s, input_fired_time: 3.0826959610, output_fired_time: 3.3212463856, propagate_forward_time: 100.1522293091, propagate_backward_time: 172.0074310303, weight_update_time: 0.2709285617, other_time: 4.2409515381
epoch time: 26.7679080963s, input_fired_time: 0.3924475610, output_fired_time: 0.0000000000, propagate_forward_time: 25.4900588989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8854007721
validation[          , genome  6500] predictions:    9733/  10000 (97.33%), best:    9795/10000 (97.95%), error:       887.46765, best error:       670.76617 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 255.3662261963s, input_fired_time: 2.9518570900, output_fired_time: 3.2477650642, propagate_forward_time: 98.1602935791, propagate_backward_time: 146.9577026367, weight_update_time: 0.2397741973, other_time: 4.0485992432
epoch time: 28.3362693787s, input_fired_time: 0.5200046897, output_fired_time: 0.0000000000, propagate_forward_time: 26.8655490875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9507160187
validation[          , genome  6500] predictions:    9772/  10000 (97.72%), best:    9795/10000 (97.95%), error:       743.83862, best error:       670.76617 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 260.0686950684s, input_fired_time: 3.0596020222, output_fired_time: 3.4448657036, propagate_forward_time: 99.4129028320, propagate_backward_time: 149.9333038330, weight_update_time: 0.2377288342, other_time: 4.2180175781
epoch time: 21.1978912354s, input_fired_time: 0.3910937011, output_fired_time: 0.0000000000, propagate_forward_time: 20.0758781433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7309188843
validation[          , genome  6500] predictions:    9789/  10000 (97.89%), best:    9795/10000 (97.95%), error:       716.18567, best error:       670.76617 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 246.2357635498s, input_fired_time: 2.8749094009, output_fired_time: 3.2066864967, propagate_forward_time: 94.2866821289, propagate_backward_time: 141.8268585205, weight_update_time: 0.2373870909, other_time: 4.0406341553
epoch time: 27.7014923096s, input_fired_time: 0.5522398353, output_fired_time: 0.0000000000, propagate_forward_time: 26.1158962250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0333557129
validation[          , genome  6500] predictions:    9771/  10000 (97.71%), best:    9795/10000 (97.95%), error:       739.49243, best error:       670.76617 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 303.6744689941s, input_fired_time: 2.9873261452, output_fired_time: 3.3352532387, propagate_forward_time: 100.6327972412, propagate_backward_time: 192.5552215576, weight_update_time: 0.2715150714, other_time: 4.1638488770
epoch time: 21.3820590973s, input_fired_time: 0.3602926135, output_fired_time: 0.0000000000, propagate_forward_time: 20.2976055145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7241611481
validation[          , genome  6500] predictions:    9750/  10000 (97.50%), best:    9795/10000 (97.95%), error:       800.27454, best error:       670.76617 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 250.8475494385s, input_fired_time: 2.9075517654, output_fired_time: 3.2147305012, propagate_forward_time: 96.2657699585, propagate_backward_time: 144.4821472168, weight_update_time: 0.2379452884, other_time: 3.9773559570
epoch time: 21.7346172333s, input_fired_time: 0.3613451123, output_fired_time: 0.0000000000, propagate_forward_time: 20.6153507233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7579212189
validation[          , genome  6500] predictions:    9757/  10000 (97.57%), best:    9795/10000 (97.95%), error:       793.38983, best error:       670.76617 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 255.1840057373s, input_fired_time: 2.9003770351, output_fired_time: 3.2762587070, propagate_forward_time: 97.7539215088, propagate_backward_time: 147.2389526367, weight_update_time: 0.2389845401, other_time: 4.0144958496
epoch time: 23.8252372742s, input_fired_time: 0.3600128293, output_fired_time: 0.0000000000, propagate_forward_time: 22.5453758240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9198493958
validation[          , genome  6500] predictions:    9759/  10000 (97.59%), best:    9795/10000 (97.95%), error:       767.79712, best error:       670.76617 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 271.3907470703s, input_fired_time: 3.3242814541, output_fired_time: 3.2711408138, propagate_forward_time: 113.1712875366, propagate_backward_time: 147.5155639648, weight_update_time: 0.2395255119, other_time: 4.1084594727
epoch time: 24.8248767853s, input_fired_time: 0.4620093703, output_fired_time: 0.0000000000, propagate_forward_time: 23.3996582031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9632091522
validation[          , genome  6500] predictions:    9802/  10000 (98.02%), best:    9795/10000 (97.95%), error:       675.74017, best error:       670.76617 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 260.3822326660s, input_fired_time: 2.9173367023, output_fired_time: 3.2312836647, propagate_forward_time: 104.7393722534, propagate_backward_time: 145.5077514648, weight_update_time: 0.2388909608, other_time: 3.9865112305
epoch time: 22.3979320526s, input_fired_time: 0.3938403726, output_fired_time: 0.0000000000, propagate_forward_time: 21.1682548523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8358364105
validation[          , genome  6500] predictions:    9731/  10000 (97.31%), best:    9795/10000 (97.95%), error:       931.03302, best error:       670.76617 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 254.7345275879s, input_fired_time: 2.9955527782, output_fired_time: 3.2846748829, propagate_forward_time: 97.6126785278, propagate_backward_time: 146.7959899902, weight_update_time: 0.2403859645, other_time: 4.0456237793
epoch time: 27.9369220734s, input_fired_time: 0.3733668923, output_fired_time: 0.0000000000, propagate_forward_time: 26.7750320435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7885227203
validation[          , genome  6500] predictions:    9804/  10000 (98.04%), best:    9804/10000 (98.04%), error:       651.81287, best error:       651.81287 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 264.7256164551s, input_fired_time: 3.0408930779, output_fired_time: 3.4223389626, propagate_forward_time: 101.6971740723, propagate_backward_time: 152.2241516113, weight_update_time: 0.2387387305, other_time: 4.3410644531
epoch time: 24.3792419434s, input_fired_time: 0.4236846268, output_fired_time: 0.0000000000, propagate_forward_time: 23.0023403168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9532165527
validation[          , genome  6500] predictions:    9806/  10000 (98.06%), best:    9804/10000 (98.04%), error:       662.92285, best error:       651.81287 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 210.6692504883s, input_fired_time: 2.6161053181, output_fired_time: 2.8697733879, propagate_forward_time: 79.4970855713, propagate_backward_time: 121.7649230957, weight_update_time: 0.2258712649, other_time: 3.9213714600
epoch time: 20.9618682861s, input_fired_time: 0.3605736792, output_fired_time: 0.0000000000, propagate_forward_time: 19.8056793213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7956161499
validation[          , genome  6500] predictions:    9778/  10000 (97.78%), best:    9804/10000 (98.04%), error:       732.45795, best error:       651.81287 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 255.5198669434s, input_fired_time: 2.9273102283, output_fired_time: 3.2748558521, propagate_forward_time: 98.1526489258, propagate_backward_time: 147.1775512695, weight_update_time: 0.2386709154, other_time: 3.9875030518
epoch time: 20.8562602997s, input_fired_time: 0.3625392914, output_fired_time: 0.0000000000, propagate_forward_time: 19.7652034760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7285175323
validation[          , genome  6500] predictions:    9779/  10000 (97.79%), best:    9804/10000 (98.04%), error:       721.77325, best error:       651.81287 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 259.5007629395s, input_fired_time: 2.9644567966, output_fired_time: 3.3573794365, propagate_forward_time: 101.9121246338, propagate_backward_time: 147.1505737305, weight_update_time: 0.2407416999, other_time: 4.1162414551
epoch time: 26.9552040100s, input_fired_time: 0.4582616091, output_fired_time: 0.0000000000, propagate_forward_time: 25.4476146698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0493278503
validation[          , genome  6500] predictions:    9784/  10000 (97.84%), best:    9804/10000 (98.04%), error:       796.06921, best error:       651.81287 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 261.0019836426s, input_fired_time: 3.0399644375, output_fired_time: 3.3589777946, propagate_forward_time: 99.3188858032, propagate_backward_time: 151.0964660645, weight_update_time: 0.2401776463, other_time: 4.1876831055
epoch time: 21.1851119995s, input_fired_time: 0.3607369363, output_fired_time: 0.0000000000, propagate_forward_time: 20.0636692047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7607059479
validation[          , genome  6500] predictions:    9791/  10000 (97.91%), best:    9804/10000 (98.04%), error:       656.60345, best error:       651.81287 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 246.8447113037s, input_fired_time: 2.8472218513, output_fired_time: 3.2510194778, propagate_forward_time: 94.2695999146, propagate_backward_time: 142.2125701904, weight_update_time: 0.3134707212, other_time: 4.2642974854
epoch time: 20.5669822693s, input_fired_time: 0.3624161184, output_fired_time: 0.0000000000, propagate_forward_time: 19.4749965668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7295703888
validation[          , genome  6500] predictions:    9812/  10000 (98.12%), best:    9804/10000 (98.04%), error:       654.43066, best error:       651.81287 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 252.1542816162s, input_fired_time: 2.9541647434, output_fired_time: 3.2304959297, propagate_forward_time: 96.7484359741, propagate_backward_time: 145.1927947998, weight_update_time: 0.2391211987, other_time: 4.0283966064
epoch time: 26.3132991791s, input_fired_time: 0.3920636475, output_fired_time: 0.0000000000, propagate_forward_time: 25.1679763794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7532596588
validation[          , genome  6500] predictions:    9799/  10000 (97.99%), best:    9804/10000 (98.04%), error:       691.21936, best error:       651.81287 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 257.0531005859s, input_fired_time: 2.9413397312, output_fired_time: 3.2720320225, propagate_forward_time: 98.6547088623, propagate_backward_time: 147.8736267090, weight_update_time: 0.2709506452, other_time: 4.3113861084
epoch time: 21.6706371307s, input_fired_time: 0.3636067212, output_fired_time: 0.0000000000, propagate_forward_time: 20.5789928436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7280368805
validation[          , genome  6500] predictions:    9770/  10000 (97.70%), best:    9804/10000 (98.04%), error:       769.20953, best error:       651.81287 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 254.1559906006s, input_fired_time: 2.9690370560, output_fired_time: 3.2817988396, propagate_forward_time: 97.4490966797, propagate_backward_time: 146.4007110596, weight_update_time: 0.2410252690, other_time: 4.0553436279
epoch time: 21.1908855438s, input_fired_time: 0.3603796959, output_fired_time: 0.0000000000, propagate_forward_time: 20.0664672852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7640380859
validation[          , genome  6500] predictions:    9782/  10000 (97.82%), best:    9804/10000 (98.04%), error:       716.27399, best error:       651.81287 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 262.0703430176s, input_fired_time: 3.0508465767, output_fired_time: 3.2892534733, propagate_forward_time: 100.2290725708, propagate_backward_time: 151.2254180908, weight_update_time: 0.2713281512, other_time: 4.2757415771
epoch time: 20.4455718994s, input_fired_time: 0.3577646017, output_fired_time: 0.0000000000, propagate_forward_time: 19.3564014435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7314052582
validation[          , genome  6500] predictions:    9785/  10000 (97.85%), best:    9804/10000 (98.04%), error:       743.64246, best error:       651.81287 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 253.3334350586s, input_fired_time: 2.9344394207, output_fired_time: 3.2457959652, propagate_forward_time: 97.1523361206, propagate_backward_time: 145.9545898438, weight_update_time: 0.2399101704, other_time: 4.0462951660
epoch time: 21.3855571747s, input_fired_time: 0.3607996404, output_fired_time: 0.0000000000, propagate_forward_time: 20.2711124420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7536449432
validation[          , genome  6500] predictions:    9799/  10000 (97.99%), best:    9804/10000 (98.04%), error:       675.22333, best error:       651.81287 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 257.4766540527s, input_fired_time: 2.9516592026, output_fired_time: 3.2651422024, propagate_forward_time: 99.0479736328, propagate_backward_time: 148.1573486328, weight_update_time: 0.2460082173, other_time: 4.0545349121
epoch time: 21.0807914734s, input_fired_time: 0.3624699712, output_fired_time: 0.0000000000, propagate_forward_time: 19.9900131226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7283077240
validation[          , genome  6500] predictions:    9775/  10000 (97.75%), best:    9804/10000 (98.04%), error:       744.38684, best error:       651.81287 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 254.5561370850s, input_fired_time: 2.9398477077, output_fired_time: 3.2905075550, propagate_forward_time: 97.4561691284, propagate_backward_time: 146.7957458496, weight_update_time: 0.2398211956, other_time: 4.0738525391
epoch time: 26.8105468750s, input_fired_time: 0.5515665412, output_fired_time: 0.0000000000, propagate_forward_time: 25.3618240356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8971557617
validation[          , genome  6500] predictions:    9800/  10000 (98.00%), best:    9804/10000 (98.04%), error:       682.71753, best error:       651.81287 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 268.1505737305s, input_fired_time: 3.2025296688, output_fired_time: 3.4045841694, propagate_forward_time: 102.6634674072, propagate_backward_time: 154.4969635010, weight_update_time: 0.3022236824, other_time: 4.3830566406
epoch time: 23.0838356018s, input_fired_time: 0.4000883102, output_fired_time: 0.0000000000, propagate_forward_time: 21.8689804077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8147659302
validation[          , genome  6500] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       629.34521, best error:       629.34521 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 252.7015686035s, input_fired_time: 2.9495308399, output_fired_time: 3.3225333691, propagate_forward_time: 96.3577041626, propagate_backward_time: 145.7381744385, weight_update_time: 0.2371013910, other_time: 4.3336334229
epoch time: 20.6126480103s, input_fired_time: 0.3609451056, output_fired_time: 0.0000000000, propagate_forward_time: 19.5229282379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7287750244
validation[          , genome  6500] predictions:    9794/  10000 (97.94%), best:    9789/10000 (97.89%), error:       686.12506, best error:       629.34521 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 266.1615600586s, input_fired_time: 3.0426275730, output_fired_time: 3.4139840603, propagate_forward_time: 102.4809722900, propagate_backward_time: 152.9134674072, weight_update_time: 0.2412770241, other_time: 4.3105163574
epoch time: 24.7327976227s, input_fired_time: 0.4289989471, output_fired_time: 0.0000000000, propagate_forward_time: 23.3747444153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9290542603
validation[          , genome  6500] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       739.84662, best error:       629.34521 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 253.7131195068s, input_fired_time: 2.9677534103, output_fired_time: 3.2424674034, propagate_forward_time: 97.3435821533, propagate_backward_time: 146.1217803955, weight_update_time: 0.2395940125, other_time: 4.0375366211
epoch time: 23.1265068054s, input_fired_time: 0.4253617227, output_fired_time: 0.0000000000, propagate_forward_time: 21.8811798096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8199653625
validation[          , genome  6500] predictions:    9779/  10000 (97.79%), best:    9789/10000 (97.89%), error:       754.82513, best error:       629.34521 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 253.9340972900s, input_fired_time: 2.9940094948, output_fired_time: 3.2286229134, propagate_forward_time: 97.5956802368, propagate_backward_time: 146.0545349121, weight_update_time: 0.2383882999, other_time: 4.0612487793
epoch time: 22.5923881531s, input_fired_time: 0.4569555819, output_fired_time: 0.0000000000, propagate_forward_time: 21.3425598145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7928733826
validation[          , genome  6500] predictions:    9823/  10000 (98.23%), best:    9789/10000 (97.89%), error:       647.09570, best error:       629.34521 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 255.9548339844s, input_fired_time: 2.9340946674, output_fired_time: 3.3347167969, propagate_forward_time: 98.2366638184, propagate_backward_time: 147.3749389648, weight_update_time: 0.2390886098, other_time: 4.0744171143
epoch time: 20.7610092163s, input_fired_time: 0.3656870425, output_fired_time: 0.0000000000, propagate_forward_time: 19.6659927368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7293300629
validation[          , genome  6500] predictions:    9810/  10000 (98.10%), best:    9789/10000 (97.89%), error:       673.46167, best error:       629.34521 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 250.4317474365s, input_fired_time: 2.8998515606, output_fired_time: 3.1948852539, propagate_forward_time: 96.1261444092, propagate_backward_time: 144.1988067627, weight_update_time: 0.2378762513, other_time: 4.0120544434
epoch time: 21.6782569885s, input_fired_time: 0.3558545709, output_fired_time: 0.0000000000, propagate_forward_time: 20.5695495605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7528533936
validation[          , genome  6500] predictions:    9783/  10000 (97.83%), best:    9789/10000 (97.89%), error:       714.19446, best error:       629.34521 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 270.3155517578s, input_fired_time: 3.1342852116, output_fired_time: 3.4085736275, propagate_forward_time: 103.6161346436, propagate_backward_time: 155.8158416748, weight_update_time: 0.2724674642, other_time: 4.3407287598
epoch time: 21.3066921234s, input_fired_time: 0.3570629954, output_fired_time: 0.0000000000, propagate_forward_time: 20.1955261230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7541027069
validation[          , genome  6500] predictions:    9801/  10000 (98.01%), best:    9789/10000 (97.89%), error:       678.80267, best error:       629.34521 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 269.4371032715s, input_fired_time: 3.1027667522, output_fired_time: 3.5204031467, propagate_forward_time: 103.5052871704, propagate_backward_time: 155.0949707031, weight_update_time: 0.2395528853, other_time: 4.2136840820
epoch time: 20.9802608490s, input_fired_time: 0.3571987748, output_fired_time: 0.0000000000, propagate_forward_time: 19.8881225586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7349395752
validation[          , genome  6500] predictions:    9767/  10000 (97.67%), best:    9789/10000 (97.89%), error:       778.06415, best error:       629.34521 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 252.8651733398s, input_fired_time: 2.9443266392, output_fired_time: 3.2711875439, propagate_forward_time: 96.9142379761, propagate_backward_time: 145.6703643799, weight_update_time: 0.2403167486, other_time: 4.0650482178
epoch time: 22.0688571930s, input_fired_time: 0.3644177914, output_fired_time: 0.0000000000, propagate_forward_time: 20.8772850037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8271541595
validation[          , genome  6500] predictions:    9774/  10000 (97.74%), best:    9789/10000 (97.89%), error:       710.27460, best error:       629.34521 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 255.4519500732s, input_fired_time: 2.9468386173, output_fired_time: 3.2987411022, propagate_forward_time: 98.0635986328, propagate_backward_time: 147.1369018555, weight_update_time: 0.2385145724, other_time: 4.0058746338
epoch time: 21.5966033936s, input_fired_time: 0.3908527493, output_fired_time: 0.0000000000, propagate_forward_time: 20.4114589691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7942924500
validation[          , genome  6500] predictions:    9746/  10000 (97.46%), best:    9789/10000 (97.89%), error:       821.98364, best error:       629.34521 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 263.0201416016s, input_fired_time: 3.0847241879, output_fired_time: 3.2592866421, propagate_forward_time: 100.6591033936, propagate_backward_time: 151.8765563965, weight_update_time: 0.2406769544, other_time: 4.1404876709
epoch time: 21.7818679810s, input_fired_time: 0.3632256687, output_fired_time: 0.0000000000, propagate_forward_time: 20.6258754730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7927665710
validation[          , genome  6500] predictions:    9777/  10000 (97.77%), best:    9789/10000 (97.89%), error:       733.55585, best error:       629.34521 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 254.9152679443s, input_fired_time: 2.9945974350, output_fired_time: 3.2958126068, propagate_forward_time: 97.7104339600, propagate_backward_time: 146.8438110352, weight_update_time: 0.2390134633, other_time: 4.0706176758
epoch time: 18.2753124237s, input_fired_time: 0.3293226957, output_fired_time: 0.0000000000, propagate_forward_time: 17.1980953217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7478942871
validation[          , genome  6500] predictions:    9768/  10000 (97.68%), best:    9789/10000 (97.89%), error:       780.24622, best error:       629.34521 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 258.7330322266s, input_fired_time: 3.0246362686, output_fired_time: 3.2622706890, propagate_forward_time: 99.3557128906, propagate_backward_time: 149.0151672363, weight_update_time: 0.2386096865, other_time: 4.0752410889
epoch time: 21.4048366547s, input_fired_time: 0.3617739975, output_fired_time: 0.0000000000, propagate_forward_time: 20.2828693390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7601928711
validation[          , genome  6500] predictions:    9761/  10000 (97.61%), best:    9789/10000 (97.89%), error:       808.07739, best error:       629.34521 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 278.9870910645s, input_fired_time: 3.3073601723, output_fired_time: 3.7067887783, propagate_forward_time: 107.0603256226, propagate_backward_time: 160.6102447510, weight_update_time: 0.2706512809, other_time: 4.3023529053
epoch time: 29.3285179138s, input_fired_time: 0.4890850186, output_fired_time: 0.0000000000, propagate_forward_time: 27.9595909119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8798427582
validation[          , genome  6500] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       683.95026, best error:       629.34521 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 262.7549743652s, input_fired_time: 2.9730176926, output_fired_time: 3.3011312485, propagate_forward_time: 101.2078247070, propagate_backward_time: 151.0839233398, weight_update_time: 0.2406942099, other_time: 4.1890869141
epoch time: 21.2321929932s, input_fired_time: 0.3624453545, output_fired_time: 0.0000000000, propagate_forward_time: 20.1065692902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7631778717
validation[          , genome  6500] predictions:    9779/  10000 (97.79%), best:    9789/10000 (97.89%), error:       736.07080, best error:       629.34521 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 260.5123291016s, input_fired_time: 3.0314462185, output_fired_time: 3.3445980549, propagate_forward_time: 99.8189315796, propagate_backward_time: 150.0808258057, weight_update_time: 0.2447843552, other_time: 4.2365264893
epoch time: 20.1106300354s, input_fired_time: 0.3550985157, output_fired_time: 0.0000000000, propagate_forward_time: 19.0352687836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7202625275
validation[          , genome  6500] predictions:    9790/  10000 (97.90%), best:    9789/10000 (97.89%), error:       702.17627, best error:       629.34521 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 262.1437683105s, input_fired_time: 2.9925534725, output_fired_time: 3.3547801971, propagate_forward_time: 99.1023712158, propagate_backward_time: 152.5861968994, weight_update_time: 0.2390231341, other_time: 4.1078643799
epoch time: 36.5903816223s, input_fired_time: 0.3963702917, output_fired_time: 0.0000000000, propagate_forward_time: 35.3816757202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8123359680
validation[          , genome  6500] predictions:    9779/  10000 (97.79%), best:    9789/10000 (97.89%), error:       766.71912, best error:       629.34521 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 267.1787414551s, input_fired_time: 3.1184041500, output_fired_time: 3.3882484436, propagate_forward_time: 102.5643005371, propagate_backward_time: 153.9011840820, weight_update_time: 0.2526735365, other_time: 4.2066040039
epoch time: 21.1582813263s, input_fired_time: 0.3635471761, output_fired_time: 0.0000000000, propagate_forward_time: 20.0262470245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7684879303
validation[          , genome  6500] predictions:    9793/  10000 (97.93%), best:    9789/10000 (97.89%), error:       718.87122, best error:       629.34521 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 260.0560607910s, input_fired_time: 2.9587669373, output_fired_time: 3.3073780537, propagate_forward_time: 99.7049102783, propagate_backward_time: 149.8214569092, weight_update_time: 0.2479469329, other_time: 4.2635498047
epoch time: 22.2979412079s, input_fired_time: 0.3887360990, output_fired_time: 0.0000000000, propagate_forward_time: 21.1249465942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7842578888
validation[          , genome  6500] predictions:    9797/  10000 (97.97%), best:    9789/10000 (97.89%), error:       680.70862, best error:       629.34521 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 256.9562377930s, input_fired_time: 3.0279574394, output_fired_time: 3.2801890373, propagate_forward_time: 98.5372848511, propagate_backward_time: 147.9645385742, weight_update_time: 0.2412158698, other_time: 4.1462707520
epoch time: 21.4785041809s, input_fired_time: 0.3943716288, output_fired_time: 0.0000000000, propagate_forward_time: 20.2855987549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7985343933
validation[          , genome  6500] predictions:    9805/  10000 (98.05%), best:    9789/10000 (97.89%), error:       650.89734, best error:       629.34521 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 261.7150573730s, input_fired_time: 3.0301444530, output_fired_time: 3.3433873653, propagate_forward_time: 100.3598556519, propagate_backward_time: 150.7363128662, weight_update_time: 0.2478732318, other_time: 4.2453460693
epoch time: 23.6635494232s, input_fired_time: 0.4276694059, output_fired_time: 0.0000000000, propagate_forward_time: 22.4056358337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8302440643
validation[          , genome  6500] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       727.59509, best error:       629.34521 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 257.2090454102s, input_fired_time: 2.9619202614, output_fired_time: 3.3281846046, propagate_forward_time: 98.7206954956, propagate_backward_time: 148.1565856934, weight_update_time: 0.2706135809, other_time: 4.0416564941
epoch time: 29.7701377869s, input_fired_time: 0.4264282882, output_fired_time: 0.0000000000, propagate_forward_time: 28.5079841614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8357257843
validation[          , genome  6500] predictions:    9784/  10000 (97.84%), best:    9789/10000 (97.89%), error:       749.58588, best error:       629.34521 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 258.8495483398s, input_fired_time: 2.9798464775, output_fired_time: 3.2779090405, propagate_forward_time: 98.7972946167, propagate_backward_time: 149.3100433350, weight_update_time: 0.2691080272, other_time: 4.4844512939
epoch time: 20.3613739014s, input_fired_time: 0.3610363901, output_fired_time: 0.0000000000, propagate_forward_time: 19.2692337036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7311038971
validation[          , genome  6500] predictions:    9767/  10000 (97.67%), best:    9789/10000 (97.89%), error:       751.60291, best error:       629.34521 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 261.9172973633s, input_fired_time: 3.0237786770, output_fired_time: 3.2403731346, propagate_forward_time: 100.7330856323, propagate_backward_time: 150.7198181152, weight_update_time: 0.2383980006, other_time: 4.2002563477
epoch time: 25.2251033783s, input_fired_time: 0.4918692112, output_fired_time: 0.0000000000, propagate_forward_time: 23.8112010956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9220333099
validation[          , genome  6500] predictions:    9770/  10000 (97.70%), best:    9789/10000 (97.89%), error:       705.20880, best error:       629.34521 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 265.3491821289s, input_fired_time: 3.0391230583, output_fired_time: 3.3692412376, propagate_forward_time: 100.8059082031, propagate_backward_time: 154.0833129883, weight_update_time: 0.2402366996, other_time: 4.0516052246
epoch time: 26.6504898071s, input_fired_time: 0.4588157833, output_fired_time: 0.0000000000, propagate_forward_time: 25.2430458069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9486274719
validation[          , genome  6500] predictions:    9786/  10000 (97.86%), best:    9789/10000 (97.89%), error:       721.17181, best error:       629.34521 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 253.0546264648s, input_fired_time: 2.9550800323, output_fired_time: 3.2479977608, propagate_forward_time: 96.9911117554, propagate_backward_time: 145.7834930420, weight_update_time: 0.2397364974, other_time: 4.0769500732
epoch time: 24.6782741547s, input_fired_time: 0.3934596479, output_fired_time: 0.0000000000, propagate_forward_time: 23.3647632599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9200515747
validation[          , genome  6500] predictions:    9780/  10000 (97.80%), best:    9789/10000 (97.89%), error:       767.83575, best error:       629.34521 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 250.9520568848s, input_fired_time: 2.9513535500, output_fired_time: 3.3426108360, propagate_forward_time: 95.9315567017, propagate_backward_time: 144.6988220215, weight_update_time: 0.2366717458, other_time: 4.0277099609
epoch time: 21.4151515961s, input_fired_time: 0.3648031950, output_fired_time: 0.0000000000, propagate_forward_time: 20.2671985626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7831497192
validation[          , genome  6500] predictions:    9801/  10000 (98.01%), best:    9789/10000 (97.89%), error:       690.43829, best error:       629.34521 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 265.6001892090s, input_fired_time: 3.1526982784, output_fired_time: 3.4026625156, propagate_forward_time: 101.8617706299, propagate_backward_time: 152.8957366943, weight_update_time: 0.3029869497, other_time: 4.2873229980
epoch time: 19.6371803284s, input_fired_time: 0.4239134192, output_fired_time: 0.0000000000, propagate_forward_time: 18.4435176849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7697486877
validation[          , genome  6500] predictions:    9755/  10000 (97.55%), best:    9789/10000 (97.89%), error:       832.00330, best error:       629.34521 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 231.9362335205s, input_fired_time: 2.7831404209, output_fired_time: 3.1555430889, propagate_forward_time: 88.0435104370, propagate_backward_time: 133.8079986572, weight_update_time: 0.2319255620, other_time: 4.1460418701
epoch time: 29.6537952423s, input_fired_time: 0.5730500817, output_fired_time: 0.0000000000, propagate_forward_time: 27.8762836456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2044620514
validation[          , genome  6500] predictions:    9793/  10000 (97.93%), best:    9789/10000 (97.89%), error:       687.56549, best error:       629.34521 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 250.0371398926s, input_fired_time: 2.9603524208, output_fired_time: 3.2779695988, propagate_forward_time: 96.8670120239, propagate_backward_time: 142.7116851807, weight_update_time: 0.2388334721, other_time: 4.2201080322
epoch time: 22.3193702698s, input_fired_time: 0.4309022427, output_fired_time: 0.0000000000, propagate_forward_time: 21.0521469116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8363208771
validation[          , genome  6500] predictions:    9791/  10000 (97.91%), best:    9789/10000 (97.89%), error:       691.74048, best error:       629.34521 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 262.0846862793s, input_fired_time: 3.0637671947, output_fired_time: 3.3789365292, propagate_forward_time: 100.6130981445, propagate_backward_time: 150.7473144531, weight_update_time: 0.2442022562, other_time: 4.2815551758
epoch time: 18.2558574677s, input_fired_time: 0.3869508207, output_fired_time: 0.0000000000, propagate_forward_time: 17.0545139313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8143920898
validation[          , genome  6500] predictions:    9811/  10000 (98.11%), best:    9789/10000 (97.89%), error:       676.67145, best error:       629.34521 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 247.4366455078s, input_fired_time: 2.9331121445, output_fired_time: 3.5992217064, propagate_forward_time: 94.0337219238, propagate_backward_time: 142.7209777832, weight_update_time: 0.2331244051, other_time: 4.1496124268
epoch time: 22.2445468903s, input_fired_time: 0.4518339038, output_fired_time: 0.0000000000, propagate_forward_time: 20.8735561371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9191570282
validation[          , genome  6500] predictions:    9785/  10000 (97.85%), best:    9789/10000 (97.89%), error:       714.61572, best error:       629.34521 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 264.4990539551s, input_fired_time: 3.1811835766, output_fired_time: 3.3410515785, propagate_forward_time: 101.4326324463, propagate_backward_time: 152.3347473145, weight_update_time: 0.2395667881, other_time: 4.2094268799
epoch time: 18.8219394684s, input_fired_time: 0.3218021393, output_fired_time: 0.0000000000, propagate_forward_time: 17.7037582397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7963790894
validation[          , genome  6500] predictions:    9786/  10000 (97.86%), best:    9789/10000 (97.89%), error:       703.38159, best error:       629.34521 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 243.6206665039s, input_fired_time: 3.0031986237, output_fired_time: 3.1287100315, propagate_forward_time: 92.6431427002, propagate_backward_time: 140.6816864014, weight_update_time: 0.2344814539, other_time: 4.1639251709
epoch time: 30.9067363739s, input_fired_time: 0.6749790907, output_fired_time: 0.0000000000, propagate_forward_time: 29.0550060272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1767520905
validation[          , genome  6500] predictions:    9767/  10000 (97.67%), best:    9789/10000 (97.89%), error:       772.24341, best error:       629.34521 on epoch:    66, 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: 107.3608016968s, input_fired_time: 1.8880237341, output_fired_time: 0.0000000000, propagate_forward_time: 101.5306472778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9421310425
best training[          , genome  6500] predictions:   49732/  50000 (99.46%), best:    9789/10000 (97.89%), error:      1112.28845, best error:       629.34521 on epoch:    66, 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: 25.3221778870s, input_fired_time: 0.3981354237, output_fired_time: 0.0000000000, propagate_forward_time: 24.0113945007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9126472473
   testing[          , genome  6500] predictions:    9817/  10000 (98.17%), best:    9789/10000 (97.89%), error:       598.81024, best error:       629.34521 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:14:03 (5568): called boinc_finish(0)

</stderr_txt>
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