Nameexact_genome_1512568488_41_824_0
Workunit2575416
Created6 Dec 2017, 17:12:10 UTC
Sent6 Dec 2017, 17:15:29 UTC
Report deadline8 Dec 2017, 19:03:00 UTC
Received6 Dec 2017, 18:24:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 8 min 46 sec
CPU time1 hours 8 min 27 sec
Validate stateValid
Credit518.67
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size150.65 MB
Peak swap size155.37 MB
Peak disk usage1.29 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0513566919, output_fired_time: 0.0000000000, propagate_forward_time: 2.7907540798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3999817371
validation[          , genome   824] predictions:    9257/  10000 (92.57%), best:    9280/10000 (92.80%), error:      2588.66382, best error:      2509.48926 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 37.1576232910s, input_fired_time: 0.3874875009, output_fired_time: 0.3440052569, propagate_forward_time: 13.7734270096, propagate_backward_time: 20.3832435608, weight_update_time: 0.0959251076, other_time: 2.2694587708
epoch time: 3.2337877750s, input_fired_time: 0.0501672998, output_fired_time: 0.0000000000, propagate_forward_time: 2.7833988667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002215862
validation[          , genome   824] predictions:    9274/  10000 (92.74%), best:    9274/10000 (92.74%), error:      2486.93042, best error:      2486.93042 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 37.3876609802s, input_fired_time: 0.3916375637, output_fired_time: 0.3460031450, propagate_forward_time: 13.8392648697, propagate_backward_time: 20.5189552307, weight_update_time: 0.0974427015, other_time: 2.2918014526
epoch time: 3.1862788200s, input_fired_time: 0.0499041378, output_fired_time: 0.0000000000, propagate_forward_time: 2.7413160801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950586319
validation[          , genome   824] predictions:    9275/  10000 (92.75%), best:    9274/10000 (92.74%), error:      2490.05469, best error:      2486.93042 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 37.1788482666s, input_fired_time: 0.3932088614, output_fired_time: 0.3460397124, propagate_forward_time: 13.7417621613, propagate_backward_time: 20.3773269653, weight_update_time: 0.0964734703, other_time: 2.3205127716
epoch time: 3.1660470963s, input_fired_time: 0.0499804057, output_fired_time: 0.0000000000, propagate_forward_time: 2.7198786736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3961880207
validation[          , genome   824] predictions:    9311/  10000 (93.11%), best:    9311/10000 (93.11%), error:      2434.35449, best error:      2434.35449 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 37.2992591858s, input_fired_time: 0.3926249444, output_fired_time: 0.3465847373, propagate_forward_time: 13.8308553696, propagate_backward_time: 20.4122295380, weight_update_time: 0.0969915837, other_time: 2.3169651031
epoch time: 3.2395761013s, input_fired_time: 0.0506081283, output_fired_time: 0.0000000000, propagate_forward_time: 2.7874062061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015617371
validation[          , genome   824] predictions:    9269/  10000 (92.69%), best:    9311/10000 (93.11%), error:      2463.34473, best error:      2434.35449 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 37.1118927002s, input_fired_time: 0.3901261091, output_fired_time: 0.3443473577, propagate_forward_time: 13.7316198349, propagate_backward_time: 20.3536396027, weight_update_time: 0.0965451598, other_time: 2.2921581268
epoch time: 3.2415428162s, input_fired_time: 0.0514007211, output_fired_time: 0.0000000000, propagate_forward_time: 2.7823326588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4078094959
validation[          , genome   824] predictions:    9296/  10000 (92.96%), best:    9311/10000 (93.11%), error:      2451.80981, best error:      2434.35449 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 36.9187507629s, input_fired_time: 0.3879203498, output_fired_time: 0.3437247574, propagate_forward_time: 13.6512241364, propagate_backward_time: 20.2563991547, weight_update_time: 0.0958478153, other_time: 2.2794837952
epoch time: 3.2586920261s, input_fired_time: 0.0508503094, output_fired_time: 0.0000000000, propagate_forward_time: 2.8028967381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049448967
validation[          , genome   824] predictions:    9296/  10000 (92.96%), best:    9311/10000 (93.11%), error:      2448.39575, best error:      2434.35449 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 36.9077453613s, input_fired_time: 0.3859709799, output_fired_time: 0.3416284323, propagate_forward_time: 13.6483659744, propagate_backward_time: 20.2917823792, weight_update_time: 0.0956112519, other_time: 2.2399978638
epoch time: 3.1879818439s, input_fired_time: 0.0494986400, output_fired_time: 0.0000000000, propagate_forward_time: 2.7525136471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859696388
validation[          , genome   824] predictions:    9270/  10000 (92.70%), best:    9311/10000 (93.11%), error:      2554.39380, best error:      2434.35449 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 36.9089660645s, input_fired_time: 0.3893629909, output_fired_time: 0.3418860435, propagate_forward_time: 13.6442756653, propagate_backward_time: 20.2639331818, weight_update_time: 0.0955692679, other_time: 2.2695102692
epoch time: 3.2020192146s, input_fired_time: 0.0496327803, output_fired_time: 0.0000000000, propagate_forward_time: 2.7671337128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852527142
validation[          , genome   824] predictions:    9299/  10000 (92.99%), best:    9311/10000 (93.11%), error:      2487.30859, best error:      2434.35449 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 37.2400016785s, input_fired_time: 0.3906232119, output_fired_time: 0.3445469737, propagate_forward_time: 13.7604541779, propagate_backward_time: 20.4230003357, weight_update_time: 0.0969967470, other_time: 2.3213748932
epoch time: 3.1508109570s, input_fired_time: 0.0492042340, output_fired_time: 0.0000000000, propagate_forward_time: 2.7104980946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3911085129
validation[          , genome   824] predictions:    9250/  10000 (92.50%), best:    9311/10000 (93.11%), error:      2571.64136, best error:      2434.35449 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 37.3688888550s, input_fired_time: 0.3909910321, output_fired_time: 0.3460471630, propagate_forward_time: 13.8226833344, propagate_backward_time: 20.5293483734, weight_update_time: 0.0969219580, other_time: 2.2798194885
epoch time: 3.2234137058s, input_fired_time: 0.0518389866, output_fired_time: 0.0000000000, propagate_forward_time: 2.7603044510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112703800
validation[          , genome   824] predictions:    9279/  10000 (92.79%), best:    9311/10000 (93.11%), error:      2446.13525, best error:      2434.35449 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 37.2890701294s, input_fired_time: 0.3945174217, output_fired_time: 0.3460349441, propagate_forward_time: 13.7817049026, propagate_backward_time: 20.4518699646, weight_update_time: 0.0972383991, other_time: 2.3149452209
epoch time: 3.2345619202s, input_fired_time: 0.0500966422, output_fired_time: 0.0000000000, propagate_forward_time: 2.7937691212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906960487
validation[          , genome   824] predictions:    9314/  10000 (93.14%), best:    9314/10000 (93.14%), error:      2368.48999, best error:      2368.48999 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 37.0521888733s, input_fired_time: 0.3907586932, output_fired_time: 0.3437316418, propagate_forward_time: 13.7128658295, propagate_backward_time: 20.2944030762, weight_update_time: 0.0963587686, other_time: 2.3104305267
epoch time: 3.2402248383s, input_fired_time: 0.0515450984, output_fired_time: 0.0000000000, propagate_forward_time: 2.7860069275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4026727676
validation[          , genome   824] predictions:    9217/  10000 (92.17%), best:    9314/10000 (93.14%), error:      2639.34961, best error:      2368.48999 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 37.1893310547s, input_fired_time: 0.3932017088, output_fired_time: 0.3457923532, propagate_forward_time: 13.7317285538, propagate_backward_time: 20.4031105042, weight_update_time: 0.0972834602, other_time: 2.3155021667
epoch time: 3.1896755695s, input_fired_time: 0.0521338768, output_fired_time: 0.0000000000, propagate_forward_time: 2.7359030247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016387463
validation[          , genome   824] predictions:    9290/  10000 (92.90%), best:    9314/10000 (93.14%), error:      2495.41675, best error:      2368.48999 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 37.3633842468s, input_fired_time: 0.3917798996, output_fired_time: 0.3463622630, propagate_forward_time: 13.8295488358, propagate_backward_time: 20.5012092590, weight_update_time: 0.0968886986, other_time: 2.2944831848
epoch time: 3.2305505276s, input_fired_time: 0.0506757125, output_fired_time: 0.0000000000, propagate_forward_time: 2.7844421864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3954327106
validation[          , genome   824] predictions:    9278/  10000 (92.78%), best:    9314/10000 (93.14%), error:      2483.72339, best error:      2368.48999 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 37.1617393494s, input_fired_time: 0.3911164701, output_fired_time: 0.3455974162, propagate_forward_time: 13.7522468567, propagate_backward_time: 20.3849029541, weight_update_time: 0.0965656266, other_time: 2.2878761292
epoch time: 3.2677505016s, input_fired_time: 0.0538711026, output_fired_time: 0.0000000000, propagate_forward_time: 2.8068528175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4070265293
validation[          , genome   824] predictions:    9028/  10000 (90.28%), best:    9314/10000 (93.14%), error:      3206.81152, best error:      2368.48999 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 37.3874435425s, input_fired_time: 0.3893262148, output_fired_time: 0.3461582959, propagate_forward_time: 13.8428802490, propagate_backward_time: 20.5409240723, weight_update_time: 0.0963802561, other_time: 2.2681541443
epoch time: 3.1923971176s, input_fired_time: 0.0514396168, output_fired_time: 0.0000000000, propagate_forward_time: 2.7403013706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4006562233
validation[          , genome   824] predictions:    9224/  10000 (92.24%), best:    9314/10000 (93.14%), error:      2542.48511, best error:      2368.48999 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 37.1815681458s, input_fired_time: 0.3915016949, output_fired_time: 0.3445295691, propagate_forward_time: 13.7446441650, propagate_backward_time: 20.4060001373, weight_update_time: 0.0963843539, other_time: 2.2948932648
epoch time: 3.2017219067s, input_fired_time: 0.0496660508, output_fired_time: 0.0000000000, propagate_forward_time: 2.7552912235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3967645168
validation[          , genome   824] predictions:    9321/  10000 (93.21%), best:    9314/10000 (93.14%), error:      2395.69165, best error:      2368.48999 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 37.1069908142s, input_fired_time: 0.3913199604, output_fired_time: 0.3429045379, propagate_forward_time: 13.7083206177, propagate_backward_time: 20.3720703125, weight_update_time: 0.0963715762, other_time: 2.2923774719
epoch time: 3.2372372150s, input_fired_time: 0.0505262166, output_fired_time: 0.0000000000, propagate_forward_time: 2.7978696823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3888413906
validation[          , genome   824] predictions:    9313/  10000 (93.13%), best:    9314/10000 (93.14%), error:      2369.26929, best error:      2368.48999 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 37.3959999084s, input_fired_time: 0.3953372538, output_fired_time: 0.3473209441, propagate_forward_time: 13.8598642349, propagate_backward_time: 20.4782142639, weight_update_time: 0.0974488258, other_time: 2.3152656555
epoch time: 3.1899232864s, input_fired_time: 0.0494622923, output_fired_time: 0.0000000000, propagate_forward_time: 2.7441012859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963596821
validation[          , genome   824] predictions:    9295/  10000 (92.95%), best:    9314/10000 (93.14%), error:      2392.28613, best error:      2368.48999 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 37.2716331482s, input_fired_time: 0.3917165399, output_fired_time: 0.3455313146, propagate_forward_time: 13.8253154755, propagate_backward_time: 20.4273605347, weight_update_time: 0.0967822075, other_time: 2.2817096710
epoch time: 3.1771802902s, input_fired_time: 0.0499159135, output_fired_time: 0.0000000000, propagate_forward_time: 2.7305226326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3967416286
validation[          , genome   824] predictions:    9298/  10000 (92.98%), best:    9314/10000 (93.14%), error:      2370.39746, best error:      2368.48999 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 37.2260246277s, input_fired_time: 0.3932747245, output_fired_time: 0.3459607661, propagate_forward_time: 13.7714576721, propagate_backward_time: 20.4365615845, weight_update_time: 0.0965743437, other_time: 2.2787666321
epoch time: 3.2024831772s, input_fired_time: 0.0509342700, output_fired_time: 0.0000000000, propagate_forward_time: 2.7449450493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4066038132
validation[          , genome   824] predictions:    9283/  10000 (92.83%), best:    9314/10000 (93.14%), error:      2448.01172, best error:      2368.48999 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 37.2559204102s, input_fired_time: 0.3936342001, output_fired_time: 0.3442537487, propagate_forward_time: 13.7600145340, propagate_backward_time: 20.4322242737, weight_update_time: 0.0979818106, other_time: 2.3257942200
epoch time: 3.2375736237s, input_fired_time: 0.0510704666, output_fired_time: 0.0000000000, propagate_forward_time: 2.7853612900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4011418819
validation[          , genome   824] predictions:    9279/  10000 (92.79%), best:    9314/10000 (93.14%), error:      2481.09839, best error:      2368.48999 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 37.1626129150s, input_fired_time: 0.3898811340, output_fired_time: 0.3438257277, propagate_forward_time: 13.7574348450, propagate_backward_time: 20.3841629028, weight_update_time: 0.0964760259, other_time: 2.2873077393
epoch time: 3.2155654430s, input_fired_time: 0.0512593947, output_fired_time: 0.0000000000, propagate_forward_time: 2.7597329617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045732021
validation[          , genome   824] predictions:    9305/  10000 (93.05%), best:    9314/10000 (93.14%), error:      2383.56421, best error:      2368.48999 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 36.9996643066s, input_fired_time: 0.3908086419, output_fired_time: 0.3440136313, propagate_forward_time: 13.6730594635, propagate_backward_time: 20.2767791748, weight_update_time: 0.0966797844, other_time: 2.3150043488
epoch time: 3.2117743492s, input_fired_time: 0.0490081273, output_fired_time: 0.0000000000, propagate_forward_time: 2.7782909870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844752312
validation[          , genome   824] predictions:    9252/  10000 (92.52%), best:    9314/10000 (93.14%), error:      2506.25122, best error:      2368.48999 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 36.5157585144s, input_fired_time: 0.3862307966, output_fired_time: 0.3382086754, propagate_forward_time: 13.4648246765, propagate_backward_time: 20.0624465942, weight_update_time: 0.0954289958, other_time: 2.2640495300
epoch time: 3.2102367878s, input_fired_time: 0.0491724908, output_fired_time: 0.0000000000, propagate_forward_time: 2.7726240158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884403706
validation[          , genome   824] predictions:    9313/  10000 (93.13%), best:    9313/10000 (93.13%), error:      2368.31787, best error:      2368.31787 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 37.5028762817s, input_fired_time: 0.3958343267, output_fired_time: 0.3483549356, propagate_forward_time: 13.8496618271, propagate_backward_time: 20.5966892242, weight_update_time: 0.0970776156, other_time: 2.3123340607
epoch time: 3.2437164783s, input_fired_time: 0.0515071899, output_fired_time: 0.0000000000, propagate_forward_time: 2.7880198956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4041893482
validation[          , genome   824] predictions:    9330/  10000 (93.30%), best:    9330/10000 (93.30%), error:      2315.50146, best error:      2315.50146 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 37.3857727051s, input_fired_time: 0.3905627728, output_fired_time: 0.3461752832, propagate_forward_time: 13.8456382751, propagate_backward_time: 20.5311355591, weight_update_time: 0.0969188884, other_time: 2.2722587585
epoch time: 3.2355978489s, input_fired_time: 0.0512767918, output_fired_time: 0.0000000000, propagate_forward_time: 2.7777960300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4065251350
validation[          , genome   824] predictions:    9344/  10000 (93.44%), best:    9344/10000 (93.44%), error:      2310.08691, best error:      2310.08691 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 37.1319427490s, input_fired_time: 0.3936457634, output_fired_time: 0.3460256755, propagate_forward_time: 13.7622919083, propagate_backward_time: 20.3418273926, weight_update_time: 0.0965036824, other_time: 2.2881507874
epoch time: 3.1962251663s, input_fired_time: 0.0513305739, output_fired_time: 0.0000000000, propagate_forward_time: 2.7422084808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4026861191
validation[          , genome   824] predictions:    9344/  10000 (93.44%), best:    9344/10000 (93.44%), error:      2343.93188, best error:      2310.08691 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 37.1619300842s, input_fired_time: 0.3945285380, output_fired_time: 0.3452566564, propagate_forward_time: 13.7320938110, propagate_backward_time: 20.3550510406, weight_update_time: 0.0975087211, other_time: 2.3350009918
epoch time: 2.8809921741s, input_fired_time: 0.0476979241, output_fired_time: 0.0000000000, propagate_forward_time: 2.4676580429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656361103
validation[          , genome   824] predictions:    9340/  10000 (93.40%), best:    9340/10000 (93.40%), error:      2302.64917, best error:      2302.64917 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 37.4439086914s, input_fired_time: 0.3982889354, output_fired_time: 0.3471967876, propagate_forward_time: 13.8482475281, propagate_backward_time: 20.4972629547, weight_update_time: 0.0985137895, other_time: 2.3529109955
epoch time: 3.2293534279s, input_fired_time: 0.0520857461, output_fired_time: 0.0000000000, propagate_forward_time: 2.7713084221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4059593678
validation[          , genome   824] predictions:    9335/  10000 (93.35%), best:    9340/10000 (93.40%), error:      2312.51514, best error:      2302.64917 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 37.0460357666s, input_fired_time: 0.3913629651, output_fired_time: 0.3432217240, propagate_forward_time: 13.7090702057, propagate_backward_time: 20.3204879761, weight_update_time: 0.0960490257, other_time: 2.2818927765
epoch time: 3.2013177872s, input_fired_time: 0.0503398404, output_fired_time: 0.0000000000, propagate_forward_time: 2.7624993324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884785175
validation[          , genome   824] predictions:    9326/  10000 (93.26%), best:    9340/10000 (93.40%), error:      2320.18408, best error:      2302.64917 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 37.1859779358s, input_fired_time: 0.3918671608, output_fired_time: 0.3447041512, propagate_forward_time: 13.7322177887, propagate_backward_time: 20.4042663574, weight_update_time: 0.0972854570, other_time: 2.3129215240
epoch time: 3.2248637676s, input_fired_time: 0.0514191352, output_fired_time: 0.0000000000, propagate_forward_time: 2.7809882164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924565315
validation[          , genome   824] predictions:    9329/  10000 (93.29%), best:    9340/10000 (93.40%), error:      2366.60449, best error:      2302.64917 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 37.1963920593s, input_fired_time: 0.3928202093, output_fired_time: 0.3449004889, propagate_forward_time: 13.7524480820, propagate_backward_time: 20.3969326019, weight_update_time: 0.0970925018, other_time: 2.3092899323
epoch time: 3.2400717735s, input_fired_time: 0.0524436459, output_fired_time: 0.0000000000, propagate_forward_time: 2.7864823341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4011456966
validation[          , genome   824] predictions:    9352/  10000 (93.52%), best:    9352/10000 (93.52%), error:      2254.33838, best error:      2254.33838 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 36.8426284790s, input_fired_time: 0.3954460323, output_fired_time: 0.3414944410, propagate_forward_time: 13.6156349182, propagate_backward_time: 20.1884689331, weight_update_time: 0.0961488709, other_time: 2.3015823364
epoch time: 3.2379596233s, input_fired_time: 0.0515712015, output_fired_time: 0.0000000000, propagate_forward_time: 2.7806830406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4057054520
validation[          , genome   824] predictions:    9313/  10000 (93.13%), best:    9352/10000 (93.52%), error:      2356.44434, best error:      2254.33838 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 37.5504951477s, input_fired_time: 0.4010388851, output_fired_time: 0.3481883109, propagate_forward_time: 13.8711194992, propagate_backward_time: 20.5675868988, weight_update_time: 0.0984799638, other_time: 2.3625621796
epoch time: 3.2283053398s, input_fired_time: 0.0522941351, output_fired_time: 0.0000000000, propagate_forward_time: 2.7692120075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067990780
validation[          , genome   824] predictions:    9330/  10000 (93.30%), best:    9352/10000 (93.52%), error:      2295.09521, best error:      2254.33838 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 37.2963752747s, input_fired_time: 0.3956665099, output_fired_time: 0.3446395695, propagate_forward_time: 13.7964525223, propagate_backward_time: 20.4341278076, weight_update_time: 0.0978614762, other_time: 2.3254890442
epoch time: 3.1618247032s, input_fired_time: 0.0496670678, output_fired_time: 0.0000000000, propagate_forward_time: 2.7287349701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834226131
validation[          , genome   824] predictions:    9351/  10000 (93.51%), best:    9352/10000 (93.52%), error:      2269.52808, best error:      2254.33838 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 37.3789901733s, input_fired_time: 0.3977522850, output_fired_time: 0.3462725282, propagate_forward_time: 13.8160295486, propagate_backward_time: 20.4808273315, weight_update_time: 0.0978097692, other_time: 2.3381118774
epoch time: 3.2156832218s, input_fired_time: 0.0525363237, output_fired_time: 0.0000000000, propagate_forward_time: 2.7423841953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207627773
validation[          , genome   824] predictions:    9283/  10000 (92.83%), best:    9352/10000 (93.52%), error:      2477.13525, best error:      2254.33838 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 37.5345382690s, input_fired_time: 0.3997542262, output_fired_time: 0.3488038182, propagate_forward_time: 13.8741130829, propagate_backward_time: 20.5497779846, weight_update_time: 0.0985818952, other_time: 2.3620891571
epoch time: 3.2245180607s, input_fired_time: 0.0519797876, output_fired_time: 0.0000000000, propagate_forward_time: 2.7634155750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4091227055
validation[          , genome   824] predictions:    9353/  10000 (93.53%), best:    9352/10000 (93.52%), error:      2257.26172, best error:      2254.33838 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 37.2231292725s, input_fired_time: 0.3977023363, output_fired_time: 0.3456735611, propagate_forward_time: 13.7333021164, propagate_backward_time: 20.3955917358, weight_update_time: 0.0979382992, other_time: 2.3508605957
epoch time: 3.1892602444s, input_fired_time: 0.0510075055, output_fired_time: 0.0000000000, propagate_forward_time: 2.7435369492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3947157860
validation[          , genome   824] predictions:    9323/  10000 (93.23%), best:    9352/10000 (93.52%), error:      2322.97241, best error:      2254.33838 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 37.2734031677s, input_fired_time: 0.3970707059, output_fired_time: 0.3457456231, propagate_forward_time: 13.7801399231, propagate_backward_time: 20.3969192505, weight_update_time: 0.0981564075, other_time: 2.3535270691
epoch time: 3.2160229683s, input_fired_time: 0.0520115159, output_fired_time: 0.0000000000, propagate_forward_time: 2.7615501881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4024612904
validation[          , genome   824] predictions:    9346/  10000 (93.46%), best:    9352/10000 (93.52%), error:      2313.83496, best error:      2254.33838 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 37.3904342651s, input_fired_time: 0.4016322792, output_fired_time: 0.3476687074, propagate_forward_time: 13.7952661514, propagate_backward_time: 20.4351978302, weight_update_time: 0.0988276228, other_time: 2.4106731415
epoch time: 3.2250373363s, input_fired_time: 0.0510991327, output_fired_time: 0.0000000000, propagate_forward_time: 2.7826008797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3913373947
validation[          , genome   824] predictions:    9347/  10000 (93.47%), best:    9352/10000 (93.52%), error:      2315.69946, best error:      2254.33838 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 37.3254966736s, input_fired_time: 0.4013943076, output_fired_time: 0.3470353484, propagate_forward_time: 13.7926921844, propagate_backward_time: 20.3978424072, weight_update_time: 0.0986556038, other_time: 2.3865337372
epoch time: 3.0125448704s, input_fired_time: 0.0474465415, output_fired_time: 0.0000000000, propagate_forward_time: 2.5957045555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693938255
validation[          , genome   824] predictions:    9294/  10000 (92.94%), best:    9352/10000 (93.52%), error:      2408.19263, best error:      2254.33838 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 37.2113723755s, input_fired_time: 0.3968109488, output_fired_time: 0.3460372090, propagate_forward_time: 13.7101240158, propagate_backward_time: 20.3892364502, weight_update_time: 0.0981180519, other_time: 2.3691596985
epoch time: 3.2384874821s, input_fired_time: 0.0522577949, output_fired_time: 0.0000000000, propagate_forward_time: 2.7851867676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010429382
validation[          , genome   824] predictions:    9362/  10000 (93.62%), best:    9362/10000 (93.62%), error:      2254.00171, best error:      2254.00171 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 37.3316116333s, input_fired_time: 0.3966042101, output_fired_time: 0.3463729322, propagate_forward_time: 13.7580280304, propagate_backward_time: 20.4601840973, weight_update_time: 0.0982982218, other_time: 2.3704223633
epoch time: 3.2009758949s, input_fired_time: 0.0507284552, output_fired_time: 0.0000000000, propagate_forward_time: 2.7584738731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917734623
validation[          , genome   824] predictions:    9335/  10000 (93.35%), best:    9362/10000 (93.62%), error:      2274.25220, best error:      2254.00171 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 35.6414337158s, input_fired_time: 0.3844406307, output_fired_time: 0.3311013579, propagate_forward_time: 13.1400299072, propagate_backward_time: 19.5497970581, weight_update_time: 0.0934470668, other_time: 2.2360649109
epoch time: 3.1977133751s, input_fired_time: 0.0513597541, output_fired_time: 0.0000000000, propagate_forward_time: 2.7499701977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963835239
validation[          , genome   824] predictions:    9350/  10000 (93.50%), best:    9350/10000 (93.50%), error:      2241.79395, best error:      2241.79395 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 37.4002189636s, input_fired_time: 0.4031657279, output_fired_time: 0.3476171494, propagate_forward_time: 13.8007469177, propagate_backward_time: 20.4634304047, weight_update_time: 0.0984211266, other_time: 2.3852596283
epoch time: 3.2585339546s, input_fired_time: 0.0532500707, output_fired_time: 0.0000000000, propagate_forward_time: 2.7895309925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157528877
validation[          , genome   824] predictions:    9345/  10000 (93.45%), best:    9350/10000 (93.50%), error:      2255.88403, best error:      2241.79395 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 36.8838005066s, input_fired_time: 0.3977151215, output_fired_time: 0.3428506851, propagate_forward_time: 13.5815362930, propagate_backward_time: 20.2005882263, weight_update_time: 0.0970054269, other_time: 2.3611106873
epoch time: 3.2307097912s, input_fired_time: 0.0507376865, output_fired_time: 0.0000000000, propagate_forward_time: 2.7839517593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960204124
validation[          , genome   824] predictions:    9287/  10000 (92.87%), best:    9350/10000 (93.50%), error:      2460.35181, best error:      2241.79395 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 37.4669952393s, input_fired_time: 0.4023234844, output_fired_time: 0.3477384746, propagate_forward_time: 13.7991533279, propagate_backward_time: 20.5273036957, weight_update_time: 0.0990401357, other_time: 2.3904743195
epoch time: 3.2302381992s, input_fired_time: 0.0518702194, output_fired_time: 0.0000000000, propagate_forward_time: 2.7848191261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935489655
validation[          , genome   824] predictions:    9271/  10000 (92.71%), best:    9350/10000 (93.50%), error:      2495.47778, best error:      2241.79395 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 37.2343139648s, input_fired_time: 0.3982593417, output_fired_time: 0.3450272679, propagate_forward_time: 13.7455692291, propagate_backward_time: 20.4002895355, weight_update_time: 0.0980591178, other_time: 2.3451690674
epoch time: 3.2176761627s, input_fired_time: 0.0523627624, output_fired_time: 0.0000000000, propagate_forward_time: 2.7567896843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4085237980
validation[          , genome   824] predictions:    9286/  10000 (92.86%), best:    9350/10000 (93.50%), error:      2494.26758, best error:      2241.79395 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 37.0952110291s, input_fired_time: 0.3976896405, output_fired_time: 0.3447566032, propagate_forward_time: 13.6845235825, propagate_backward_time: 20.3197689056, weight_update_time: 0.0975890905, other_time: 2.3484706879
epoch time: 3.2266557217s, input_fired_time: 0.0520453118, output_fired_time: 0.0000000000, propagate_forward_time: 2.7718555927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4027547836
validation[          , genome   824] predictions:    9321/  10000 (93.21%), best:    9350/10000 (93.50%), error:      2342.33984, best error:      2241.79395 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 37.5412368774s, input_fired_time: 0.4021733701, output_fired_time: 0.3486122489, propagate_forward_time: 13.8872804642, propagate_backward_time: 20.5218334198, weight_update_time: 0.0989408046, other_time: 2.3813381195
epoch time: 3.2009925842s, input_fired_time: 0.0501125231, output_fired_time: 0.0000000000, propagate_forward_time: 2.7578201294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930599689
validation[          , genome   824] predictions:    9301/  10000 (93.01%), best:    9350/10000 (93.50%), error:      2414.32397, best error:      2241.79395 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 37.1416931152s, input_fired_time: 0.3950396776, output_fired_time: 0.3446685374, propagate_forward_time: 13.7227325439, propagate_backward_time: 20.3833141327, weight_update_time: 0.0968779474, other_time: 2.2959384918
epoch time: 3.2214398384s, input_fired_time: 0.0531466156, output_fired_time: 0.0000000000, propagate_forward_time: 2.7576029301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4106903076
validation[          , genome   824] predictions:    9350/  10000 (93.50%), best:    9350/10000 (93.50%), error:      2272.00000, best error:      2241.79395 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 37.4028053284s, input_fired_time: 0.4003963470, output_fired_time: 0.3477580249, propagate_forward_time: 13.8293504715, propagate_backward_time: 20.4902992249, weight_update_time: 0.0978333279, other_time: 2.3350028992
epoch time: 3.0037426949s, input_fired_time: 0.0481254570, output_fired_time: 0.0000000000, propagate_forward_time: 2.5841331482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714840412
validation[          , genome   824] predictions:    9326/  10000 (93.26%), best:    9350/10000 (93.50%), error:      2320.41040, best error:      2241.79395 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 37.3454017639s, input_fired_time: 0.4015649855, output_fired_time: 0.3477307558, propagate_forward_time: 13.7732067108, propagate_backward_time: 20.4443454742, weight_update_time: 0.0985614210, other_time: 2.3785514832
epoch time: 3.2337715626s, input_fired_time: 0.0533140600, output_fired_time: 0.0000000000, propagate_forward_time: 2.7772464752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4032111168
validation[          , genome   824] predictions:    9371/  10000 (93.71%), best:    9371/10000 (93.71%), error:      2234.79907, best error:      2234.79907 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 37.5695075989s, input_fired_time: 0.4098983705, output_fired_time: 0.3508554697, propagate_forward_time: 13.8562612534, propagate_backward_time: 20.5083007813, weight_update_time: 0.0997487679, other_time: 2.4441909790
epoch time: 3.1941616535s, input_fired_time: 0.0530007035, output_fired_time: 0.0000000000, propagate_forward_time: 2.7273449898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138159752
validation[          , genome   824] predictions:    9348/  10000 (93.48%), best:    9371/10000 (93.71%), error:      2266.43799, best error:      2234.79907 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 37.4075241089s, input_fired_time: 0.4049438536, output_fired_time: 0.3474307060, propagate_forward_time: 13.8075542450, propagate_backward_time: 20.4847145081, weight_update_time: 0.0982301384, other_time: 2.3628787994
epoch time: 3.2316718102s, input_fired_time: 0.0529807396, output_fired_time: 0.0000000000, propagate_forward_time: 2.7639956474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4146955013
validation[          , genome   824] predictions:    9333/  10000 (93.33%), best:    9371/10000 (93.71%), error:      2272.63574, best error:      2234.79907 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 37.3806533813s, input_fired_time: 0.4103971422, output_fired_time: 0.3498673439, propagate_forward_time: 13.7501678467, propagate_backward_time: 20.4276046753, weight_update_time: 0.0997133926, other_time: 2.4426155090
epoch time: 3.0393073559s, input_fired_time: 0.0479016937, output_fired_time: 0.0000000000, propagate_forward_time: 2.6168310642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745746613
validation[          , genome   824] predictions:    9337/  10000 (93.37%), best:    9371/10000 (93.71%), error:      2329.39087, best error:      2234.79907 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 36.5069236755s, input_fired_time: 0.3965969980, output_fired_time: 0.3391694427, propagate_forward_time: 13.4337787628, propagate_backward_time: 20.0138339996, weight_update_time: 0.0958447233, other_time: 2.3235435486
epoch time: 3.1973888874s, input_fired_time: 0.0520468578, output_fired_time: 0.0000000000, propagate_forward_time: 2.7489528656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963892460
validation[          , genome   824] predictions:    9309/  10000 (93.09%), best:    9371/10000 (93.71%), error:      2362.98047, best error:      2234.79907 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 36.9281921387s, input_fired_time: 0.3992318213, output_fired_time: 0.3432291746, propagate_forward_time: 13.6356029510, propagate_backward_time: 20.2220306396, weight_update_time: 0.0968154445, other_time: 2.3281002045
epoch time: 3.2525937557s, input_fired_time: 0.0537400208, output_fired_time: 0.0000000000, propagate_forward_time: 2.7915132046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073405266
validation[          , genome   824] predictions:    9347/  10000 (93.47%), best:    9371/10000 (93.71%), error:      2304.59766, best error:      2234.79907 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 37.5811157227s, input_fired_time: 0.4007487595, output_fired_time: 0.3480881751, propagate_forward_time: 13.9021387100, propagate_backward_time: 20.5925006866, weight_update_time: 0.0978614837, other_time: 2.3376407623
epoch time: 2.8706846237s, input_fired_time: 0.0468992069, output_fired_time: 0.0000000000, propagate_forward_time: 2.4602253437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635599613
validation[          , genome   824] predictions:    9344/  10000 (93.44%), best:    9371/10000 (93.71%), error:      2274.40503, best error:      2234.79907 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 37.4791450500s, input_fired_time: 0.4047549069, output_fired_time: 0.3482944369, propagate_forward_time: 13.8125038147, propagate_backward_time: 20.5209140778, weight_update_time: 0.0989474505, other_time: 2.3926792145
epoch time: 3.2295980453s, input_fired_time: 0.0537251979, output_fired_time: 0.0000000000, propagate_forward_time: 2.7683477402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4075250626
validation[          , genome   824] predictions:    9358/  10000 (93.58%), best:    9371/10000 (93.71%), error:      2239.33838, best error:      2234.79907 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 36.8129348755s, input_fired_time: 0.4030686319, output_fired_time: 0.3420763612, propagate_forward_time: 13.5974264145, propagate_backward_time: 20.0954093933, weight_update_time: 0.0980043486, other_time: 2.3749542236
epoch time: 3.2260746956s, input_fired_time: 0.0525481068, output_fired_time: 0.0000000000, propagate_forward_time: 2.7595045567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4140219688
validation[          , genome   824] predictions:    9330/  10000 (93.30%), best:    9371/10000 (93.71%), error:      2312.51001, best error:      2234.79907 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 36.5467453003s, input_fired_time: 0.3946464956, output_fired_time: 0.3383110762, propagate_forward_time: 13.4816827774, propagate_backward_time: 20.0299205780, weight_update_time: 0.0956691131, other_time: 2.3021869659
epoch time: 3.1413927078s, input_fired_time: 0.0517452806, output_fired_time: 0.0000000000, propagate_forward_time: 2.6929798126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3966677189
validation[          , genome   824] predictions:    9356/  10000 (93.56%), best:    9371/10000 (93.71%), error:      2240.98877, best error:      2234.79907 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 37.3713417053s, input_fired_time: 0.4040364921, output_fired_time: 0.3466211855, propagate_forward_time: 13.7706499100, propagate_backward_time: 20.4665660858, weight_update_time: 0.0990227237, other_time: 2.3834667206
epoch time: 3.2586152554s, input_fired_time: 0.0539765693, output_fired_time: 0.0000000000, propagate_forward_time: 2.7972652912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073734283
validation[          , genome   824] predictions:    9351/  10000 (93.51%), best:    9371/10000 (93.71%), error:      2236.56616, best error:      2234.79907 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 37.3509864807s, input_fired_time: 0.4026601613, output_fired_time: 0.3473896980, propagate_forward_time: 13.7891321182, propagate_backward_time: 20.4660263062, weight_update_time: 0.0976229012, other_time: 2.3457794189
epoch time: 3.2553746700s, input_fired_time: 0.0543150157, output_fired_time: 0.0000000000, propagate_forward_time: 2.7903096676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107499123
validation[          , genome   824] predictions:    9358/  10000 (93.58%), best:    9371/10000 (93.71%), error:      2248.05347, best error:      2234.79907 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 37.5331077576s, input_fired_time: 0.4112223983, output_fired_time: 0.3502860665, propagate_forward_time: 13.8259544373, propagate_backward_time: 20.5048942566, weight_update_time: 0.1006421670, other_time: 2.4407539368
epoch time: 3.2563631535s, input_fired_time: 0.0533923842, output_fired_time: 0.0000000000, propagate_forward_time: 2.8034956455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3994750977
validation[          , genome   824] predictions:    9345/  10000 (93.45%), best:    9371/10000 (93.71%), error:      2261.16919, best error:      2234.79907 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 37.2592086792s, input_fired_time: 0.4038066566, output_fired_time: 0.3447780907, propagate_forward_time: 13.7527532578, propagate_backward_time: 20.3859996796, weight_update_time: 0.0984093323, other_time: 2.3718700409
epoch time: 3.1809153557s, input_fired_time: 0.0521671735, output_fired_time: 0.0000000000, propagate_forward_time: 2.7340850830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3946630955
validation[          , genome   824] predictions:    9348/  10000 (93.48%), best:    9371/10000 (93.71%), error:      2274.23315, best error:      2234.79907 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 37.5486640930s, input_fired_time: 0.4102124870, output_fired_time: 0.3498110473, propagate_forward_time: 13.8634786606, propagate_backward_time: 20.4971771240, weight_update_time: 0.0996417105, other_time: 2.4279823303
epoch time: 3.2271060944s, input_fired_time: 0.0533499010, output_fired_time: 0.0000000000, propagate_forward_time: 2.7693722248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043838978
validation[          , genome   824] predictions:    9294/  10000 (92.94%), best:    9371/10000 (93.71%), error:      2401.40186, best error:      2234.79907 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 37.4356727600s, input_fired_time: 0.4144639373, output_fired_time: 0.3509494066, propagate_forward_time: 13.7769689560, propagate_backward_time: 20.4217071533, weight_update_time: 0.1013927907, other_time: 2.4715843201
epoch time: 3.0234644413s, input_fired_time: 0.0496947281, output_fired_time: 0.0000000000, propagate_forward_time: 2.5944790840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3792905807
validation[          , genome   824] predictions:    9318/  10000 (93.18%), best:    9371/10000 (93.71%), error:      2299.76636, best error:      2234.79907 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 37.3152999878s, input_fired_time: 0.4052926600, output_fired_time: 0.3468428254, propagate_forward_time: 13.7505970001, propagate_backward_time: 20.4356822968, weight_update_time: 0.0988634899, other_time: 2.3768844604
epoch time: 3.2283544540s, input_fired_time: 0.0534845516, output_fired_time: 0.0000000000, propagate_forward_time: 2.7603821754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4144878387
validation[          , genome   824] predictions:    9352/  10000 (93.52%), best:    9371/10000 (93.71%), error:      2260.95679, best error:      2234.79907 on epoch:    68, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 37.5953445435s, input_fired_time: 0.4094405770, output_fired_time: 0.3509240150, propagate_forward_time: 13.8795480728, propagate_backward_time: 20.5461311340, weight_update_time: 0.0998414084, other_time: 2.4093017578
epoch time: 3.2382121086s, input_fired_time: 0.0526868515, output_fired_time: 0.0000000000, propagate_forward_time: 2.7833476067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021775723
validation[          , genome   824] predictions:    9338/  10000 (93.38%), best:    9371/10000 (93.71%), error:      2299.20654, best error:      2234.79907 on epoch:    68, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 37.7205162048s, input_fired_time: 0.4134270251, output_fired_time: 0.3509679437, propagate_forward_time: 13.8955583572, propagate_backward_time: 20.6111507416, weight_update_time: 0.1004486531, other_time: 2.4494152069
epoch time: 3.2679512501s, input_fired_time: 0.0549918823, output_fired_time: 0.0000000000, propagate_forward_time: 2.7940931320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188661575
validation[          , genome   824] predictions:    9275/  10000 (92.75%), best:    9371/10000 (93.71%), error:      2496.07837, best error:      2234.79907 on epoch:    68, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 37.0893936157s, input_fired_time: 0.4067190289, output_fired_time: 0.3454139233, propagate_forward_time: 13.6550006866, propagate_backward_time: 20.2983131409, weight_update_time: 0.0987303257, other_time: 2.3839473724
epoch time: 3.1950535774s, input_fired_time: 0.0545382313, output_fired_time: 0.0000000000, propagate_forward_time: 2.6995000839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410152435
validation[          , genome   824] predictions:    9339/  10000 (93.39%), best:    9371/10000 (93.71%), error:      2283.56226, best error:      2234.79907 on epoch:    68, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 37.3907508850s, input_fired_time: 0.4082978666, output_fired_time: 0.3489868045, propagate_forward_time: 13.7614707947, propagate_backward_time: 20.4637870789, weight_update_time: 0.0998710990, other_time: 2.4082069397
epoch time: 3.2128655910s, input_fired_time: 0.0531957969, output_fired_time: 0.0000000000, propagate_forward_time: 2.7597804070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998894691
validation[          , genome   824] predictions:    9340/  10000 (93.40%), best:    9371/10000 (93.71%), error:      2241.44604, best error:      2234.79907 on epoch:    68, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 37.2901687622s, input_fired_time: 0.4079913795, output_fired_time: 0.3458722830, propagate_forward_time: 13.7708864212, propagate_backward_time: 20.4043388367, weight_update_time: 0.0980923921, other_time: 2.3610839844
epoch time: 3.2557511330s, input_fired_time: 0.0550144091, output_fired_time: 0.0000000000, propagate_forward_time: 2.7922315598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4085052013
validation[          , genome   824] predictions:    9359/  10000 (93.59%), best:    9371/10000 (93.71%), error:      2246.56470, best error:      2234.79907 on epoch:    68, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 37.3437881470s, input_fired_time: 0.4071888924, output_fired_time: 0.3486022353, propagate_forward_time: 13.7529544830, propagate_backward_time: 20.4652194977, weight_update_time: 0.0987231955, other_time: 2.3698234558
epoch time: 3.2199966908s, input_fired_time: 0.0527406149, output_fired_time: 0.0000000000, propagate_forward_time: 2.7648997307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023563862
validation[          , genome   824] predictions:    9373/  10000 (93.73%), best:    9373/10000 (93.73%), error:      2221.91382, best error:      2221.91382 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 36.6154365540s, input_fired_time: 0.3993237019, output_fired_time: 0.3392761946, propagate_forward_time: 13.4915990829, propagate_backward_time: 20.0580959320, weight_update_time: 0.0970694423, other_time: 2.3271427155
epoch time: 3.2447474003s, input_fired_time: 0.0531476587, output_fired_time: 0.0000000000, propagate_forward_time: 2.7919182777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3996815681
validation[          , genome   824] predictions:    9346/  10000 (93.46%), best:    9373/10000 (93.73%), error:      2263.86157, best error:      2221.91382 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 37.0841407776s, input_fired_time: 0.4077813625, output_fired_time: 0.3456472754, propagate_forward_time: 13.6632194519, propagate_backward_time: 20.2637329102, weight_update_time: 0.0993621647, other_time: 2.4037628174
epoch time: 3.2396354675s, input_fired_time: 0.0547717065, output_fired_time: 0.0000000000, propagate_forward_time: 2.7737755775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110882282
validation[          , genome   824] predictions:    9365/  10000 (93.65%), best:    9373/10000 (93.73%), error:      2233.14844, best error:      2221.91382 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 36.6881332397s, input_fired_time: 0.4015185237, output_fired_time: 0.3412998319, propagate_forward_time: 13.4603996277, propagate_backward_time: 20.1039180756, weight_update_time: 0.0978338569, other_time: 2.3809947968
epoch time: 3.2106561661s, input_fired_time: 0.0524846092, output_fired_time: 0.0000000000, propagate_forward_time: 2.7648961544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932754993
validation[          , genome   824] predictions:    9344/  10000 (93.44%), best:    9373/10000 (93.73%), error:      2271.37109, best error:      2221.91382 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 37.4464874268s, input_fired_time: 0.4061070681, output_fired_time: 0.3472360373, propagate_forward_time: 13.8447818756, propagate_backward_time: 20.4820785522, weight_update_time: 0.0983786061, other_time: 2.3662815094
epoch time: 3.2201364040s, input_fired_time: 0.0525352992, output_fired_time: 0.0000000000, propagate_forward_time: 2.7707927227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968083858
validation[          , genome   824] predictions:    9310/  10000 (93.10%), best:    9373/10000 (93.73%), error:      2366.89429, best error:      2221.91382 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 37.4607048035s, input_fired_time: 0.4124216139, output_fired_time: 0.3482120931, propagate_forward_time: 13.8132619858, propagate_backward_time: 20.4822196960, weight_update_time: 0.0991716981, other_time: 2.4045867920
epoch time: 3.2806258202s, input_fired_time: 0.0553103164, output_fired_time: 0.0000000000, propagate_forward_time: 2.8096120358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157035351
validation[          , genome   824] predictions:    9307/  10000 (93.07%), best:    9373/10000 (93.73%), error:      2372.94653, best error:      2221.91382 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 37.4680290222s, input_fired_time: 0.4053784609, output_fired_time: 0.3476298451, propagate_forward_time: 13.8494901657, propagate_backward_time: 20.5078811646, weight_update_time: 0.0979772136, other_time: 2.3576469421
epoch time: 3.2275223732s, input_fired_time: 0.0523709469, output_fired_time: 0.0000000000, propagate_forward_time: 2.7801530361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949983120
validation[          , genome   824] predictions:    9347/  10000 (93.47%), best:    9373/10000 (93.73%), error:      2246.81934, best error:      2221.91382 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 36.8916473389s, input_fired_time: 0.4045629501, output_fired_time: 0.3443685770, propagate_forward_time: 13.6079692841, propagate_backward_time: 20.1669101715, weight_update_time: 0.0978287160, other_time: 2.3678359985
epoch time: 3.2294142246s, input_fired_time: 0.0555433184, output_fired_time: 0.0000000000, propagate_forward_time: 2.7540357113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198350906
validation[          , genome   824] predictions:    9352/  10000 (93.52%), best:    9373/10000 (93.73%), error:      2262.91699, best error:      2221.91382 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 37.1340103149s, input_fired_time: 0.4107197225, output_fired_time: 0.3457033038, propagate_forward_time: 13.6568889618, propagate_backward_time: 20.2914257050, weight_update_time: 0.0995797664, other_time: 2.4292716980
epoch time: 3.1864688396s, input_fired_time: 0.0532710440, output_fired_time: 0.0000000000, propagate_forward_time: 2.7293331623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4038646221
validation[          , genome   824] predictions:    9359/  10000 (93.59%), best:    9373/10000 (93.73%), error:      2226.71460, best error:      2221.91382 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 37.5437507629s, input_fired_time: 0.4176378846, output_fired_time: 0.3504991531, propagate_forward_time: 13.7843780518, propagate_backward_time: 20.5338630676, weight_update_time: 0.1000452042, other_time: 2.4573745728
epoch time: 3.2634251118s, input_fired_time: 0.0561029054, output_fired_time: 0.0000000000, propagate_forward_time: 2.7867226601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205994606
validation[          , genome   824] predictions:    9351/  10000 (93.51%), best:    9373/10000 (93.73%), error:      2271.12769, best error:      2221.91382 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 37.1935653687s, input_fired_time: 0.4137457311, output_fired_time: 0.3482707739, propagate_forward_time: 13.7020320892, propagate_backward_time: 20.3390350342, weight_update_time: 0.0989305824, other_time: 2.3904819489
epoch time: 3.2412278652s, input_fired_time: 0.0547312647, output_fired_time: 0.0000000000, propagate_forward_time: 2.7732477188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4132487774
validation[          , genome   824] predictions:    9358/  10000 (93.58%), best:    9373/10000 (93.73%), error:      2233.06934, best error:      2221.91382 on epoch:    90, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 16.2844600677s, input_fired_time: 0.2699803710, output_fired_time: 0.0000000000, propagate_forward_time: 13.7834863663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2309942245
best training[          , genome   824] predictions:   47568/  50000 (95.14%), best:    9373/10000 (93.73%), error:      8987.42090, best error:      2221.91382 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 3.2264807224s, input_fired_time: 0.0531968214, output_fired_time: 0.0000000000, propagate_forward_time: 2.7564017773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168820381
   testing[          , genome   824] predictions:    9435/  10000 (94.35%), best:    9373/10000 (93.73%), error:      2038.64526, best error:      2221.91382 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:24:17 (5060): called boinc_finish(0)

</stderr_txt>
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