Nameexact_genome_1512568291_44_132_2
Workunit2571960
Created7 Dec 2017, 22:19:04 UTC
Sent7 Dec 2017, 22:25:35 UTC
Report deadline9 Dec 2017, 6:14:47 UTC
Received8 Dec 2017, 6:31:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47445
Run time37 min 25 sec
CPU time36 min 28 sec
Validate stateValid
Credit331.46
Device peak FLOPS4.50 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size120.88 MB
Peak swap size2,591.43 MB
Peak disk usage0.90 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
 9274/10000 (92.74%), error:      2571.88525, best error:      2481.58105 on epoch:    10, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 20.4552478790s, input_fired_time: 0.1192172393, output_fired_time: 0.0715493262, propagate_forward_time: 6.8697085381, propagate_backward_time: 11.9279785156, weight_update_time: 0.0731857195, other_time: 1.4667949677
epoch time: 1.6688002348s, input_fired_time: 0.0152887646, output_fired_time: 0.0000000000, propagate_forward_time: 1.3811162710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2723952532
validation[          , genome   132] predictions:    9229/  10000 (92.29%), best:    9274/10000 (92.74%), error:      2679.70117, best error:      2481.58105 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 20.7445354462s, input_fired_time: 0.1165136099, output_fired_time: 0.0750741139, propagate_forward_time: 6.9806046486, propagate_backward_time: 12.0889673233, weight_update_time: 0.0714263394, other_time: 1.4833765030
epoch time: 1.6588932276s, input_fired_time: 0.0159116648, output_fired_time: 0.0000000000, propagate_forward_time: 1.3743423223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2686392069
validation[          , genome   132] predictions:    9269/  10000 (92.69%), best:    9269/10000 (92.69%), error:      2452.88403, best error:      2452.88403 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 20.4079284668s, input_fired_time: 0.1167717278, output_fired_time: 0.0768198967, propagate_forward_time: 6.8828659058, propagate_backward_time: 11.8732538223, weight_update_time: 0.0701533258, other_time: 1.4582166672
epoch time: 1.6608949900s, input_fired_time: 0.0156735424, output_fired_time: 0.0000000000, propagate_forward_time: 1.3754742146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2697472572
validation[          , genome   132] predictions:    9242/  10000 (92.42%), best:    9269/10000 (92.69%), error:      2476.10181, best error:      2452.88403 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 20.2767047882s, input_fired_time: 0.1134887785, output_fired_time: 0.0714410543, propagate_forward_time: 6.8055386543, propagate_backward_time: 11.8168115616, weight_update_time: 0.0681822300, other_time: 1.4694242477
epoch time: 1.6594153643s, input_fired_time: 0.0158641431, output_fired_time: 0.0000000000, propagate_forward_time: 1.3778399229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2657113075
validation[          , genome   132] predictions:    9278/  10000 (92.78%), best:    9278/10000 (92.78%), error:      2435.34619, best error:      2435.34619 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 20.4592437744s, input_fired_time: 0.1214216948, output_fired_time: 0.0745798647, propagate_forward_time: 6.8694972992, propagate_backward_time: 11.9153060913, weight_update_time: 0.0699093640, other_time: 1.4784393311
epoch time: 1.6644941568s, input_fired_time: 0.0158213377, output_fired_time: 0.0000000000, propagate_forward_time: 1.3756952286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729775906
validation[          , genome   132] predictions:    9245/  10000 (92.45%), best:    9278/10000 (92.78%), error:      2457.88330, best error:      2435.34619 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 20.3489532471s, input_fired_time: 0.1187416017, output_fired_time: 0.0709890425, propagate_forward_time: 6.8517656326, propagate_backward_time: 11.8340778351, weight_update_time: 0.0687531829, other_time: 1.4733781815
epoch time: 1.6724339724s, input_fired_time: 0.0158345643, output_fired_time: 0.0000000000, propagate_forward_time: 1.3876607418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2689386606
validation[          , genome   132] predictions:    9278/  10000 (92.78%), best:    9278/10000 (92.78%), error:      2395.61646, best error:      2395.61646 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 20.3411273956s, input_fired_time: 0.1148612723, output_fired_time: 0.0709893703, propagate_forward_time: 6.8511042595, propagate_backward_time: 11.8376169205, weight_update_time: 0.0692551062, other_time: 1.4665555954
epoch time: 1.6610457897s, input_fired_time: 0.0184855834, output_fired_time: 0.0000000000, propagate_forward_time: 1.3774765730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2650836706
validation[          , genome   132] predictions:    9315/  10000 (93.15%), best:    9315/10000 (93.15%), error:      2328.72412, best error:      2328.72412 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 20.2952404022s, input_fired_time: 0.1177977622, output_fired_time: 0.0723129734, propagate_forward_time: 6.8346381187, propagate_backward_time: 11.7957515717, weight_update_time: 0.0683978721, other_time: 1.4747390747
epoch time: 1.6367275715s, input_fired_time: 0.0157660097, output_fired_time: 0.0000000000, propagate_forward_time: 1.3550772667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658842802
validation[          , genome   132] predictions:    9327/  10000 (93.27%), best:    9315/10000 (93.15%), error:      2338.73535, best error:      2328.72412 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 20.7321872711s, input_fired_time: 0.1168587357, output_fired_time: 0.0738852993, propagate_forward_time: 6.9629955292, propagate_backward_time: 12.0896959305, weight_update_time: 0.0708135664, other_time: 1.4887514114
epoch time: 1.6720048189s, input_fired_time: 0.0159795508, output_fired_time: 0.0000000000, propagate_forward_time: 1.3881773949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2678478956
validation[          , genome   132] predictions:    9326/  10000 (93.26%), best:    9326/10000 (93.26%), error:      2308.44312, best error:      2308.44312 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 20.3161354065s, input_fired_time: 0.1159715801, output_fired_time: 0.0718046427, propagate_forward_time: 6.8198013306, propagate_backward_time: 11.8601436615, weight_update_time: 0.0700514913, other_time: 1.4484138489
epoch time: 1.6381161213s, input_fired_time: 0.0158794764, output_fired_time: 0.0000000000, propagate_forward_time: 1.3553446531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2668919563
validation[          , genome   132] predictions:    9288/  10000 (92.88%), best:    9326/10000 (93.26%), error:      2349.93042, best error:      2308.44312 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 20.4216175079s, input_fired_time: 0.1176059991, output_fired_time: 0.0733937770, propagate_forward_time: 6.9024043083, propagate_backward_time: 11.8629179001, weight_update_time: 0.0691740364, other_time: 1.4652967453
epoch time: 1.6623276472s, input_fired_time: 0.0160043947, output_fired_time: 0.0000000000, propagate_forward_time: 1.3738131523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2725100517
validation[          , genome   132] predictions:    9290/  10000 (92.90%), best:    9326/10000 (93.26%), error:      2406.39966, best error:      2308.44312 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 20.3544769287s, input_fired_time: 0.1155239046, output_fired_time: 0.0727784485, propagate_forward_time: 6.8396630287, propagate_backward_time: 11.8652296066, weight_update_time: 0.0713053867, other_time: 1.4612817764
epoch time: 1.6594738960s, input_fired_time: 0.0157849155, output_fired_time: 0.0000000000, propagate_forward_time: 1.3754841089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2682049274
validation[          , genome   132] predictions:    9315/  10000 (93.15%), best:    9315/10000 (93.15%), error:      2286.68848, best error:      2286.68848 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 20.3496932983s, input_fired_time: 0.1175362244, output_fired_time: 0.0713060498, propagate_forward_time: 6.8641052246, propagate_backward_time: 11.8238353729, weight_update_time: 0.0755016133, other_time: 1.4729099274
epoch time: 1.6465933323s, input_fired_time: 0.0156362578, output_fired_time: 0.0000000000, propagate_forward_time: 1.3620895147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2688676119
validation[          , genome   132] predictions:    9299/  10000 (92.99%), best:    9315/10000 (93.15%), error:      2372.49341, best error:      2286.68848 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 20.5071067810s, input_fired_time: 0.1172299162, output_fired_time: 0.0761235803, propagate_forward_time: 6.9027333260, propagate_backward_time: 11.9431409836, weight_update_time: 0.0697053000, other_time: 1.4678792953
epoch time: 1.6432386637s, input_fired_time: 0.0167881921, output_fired_time: 0.0000000000, propagate_forward_time: 1.3604686260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659817934
validation[          , genome   132] predictions:    9322/  10000 (93.22%), best:    9315/10000 (93.15%), error:      2327.53027, best error:      2286.68848 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 20.3805770874s, input_fired_time: 0.1182221845, output_fired_time: 0.0712874830, propagate_forward_time: 6.8665795326, propagate_backward_time: 11.8606901169, weight_update_time: 0.0687408373, other_time: 1.4637994766
epoch time: 1.6645166874s, input_fired_time: 0.0163056720, output_fired_time: 0.0000000000, propagate_forward_time: 1.3750239611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2731870413
validation[          , genome   132] predictions:    9315/  10000 (93.15%), best:    9315/10000 (93.15%), error:      2319.56079, best error:      2286.68848 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 20.3420581818s, input_fired_time: 0.1142285392, output_fired_time: 0.0758565143, propagate_forward_time: 6.8605523109, propagate_backward_time: 11.8327836990, weight_update_time: 0.0686996132, other_time: 1.4586362839
epoch time: 1.6491199732s, input_fired_time: 0.0159887094, output_fired_time: 0.0000000000, propagate_forward_time: 1.3715407848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2615904808
validation[          , genome   132] predictions:    9288/  10000 (92.88%), best:    9315/10000 (93.15%), error:      2369.90527, best error:      2286.68848 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 20.5480442047s, input_fired_time: 0.1195260510, output_fired_time: 0.0768250674, propagate_forward_time: 6.8978915215, propagate_backward_time: 11.9796133041, weight_update_time: 0.0693564191, other_time: 1.4741888046
epoch time: 1.6716122627s, input_fired_time: 0.0160358828, output_fired_time: 0.0000000000, propagate_forward_time: 1.3783966303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2771797180
validation[          , genome   132] predictions:    9274/  10000 (92.74%), best:    9315/10000 (93.15%), error:      2387.78711, best error:      2286.68848 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 20.3376770020s, input_fired_time: 0.1160692871, output_fired_time: 0.0726274699, propagate_forward_time: 6.8210945129, propagate_backward_time: 11.8476648331, weight_update_time: 0.0730975941, other_time: 1.4802198410
epoch time: 1.6667598486s, input_fired_time: 0.0156646296, output_fired_time: 0.0000000000, propagate_forward_time: 1.3848674297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662278414
validation[          , genome   132] predictions:    9306/  10000 (93.06%), best:    9315/10000 (93.15%), error:      2334.77979, best error:      2286.68848 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 20.3735713959s, input_fired_time: 0.1179249361, output_fired_time: 0.0722597465, propagate_forward_time: 6.8511729240, propagate_backward_time: 11.8794431686, weight_update_time: 0.0681067780, other_time: 1.4527692795
epoch time: 1.6538549662s, input_fired_time: 0.0158936344, output_fired_time: 0.0000000000, propagate_forward_time: 1.3715051413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2664562464
validation[          , genome   132] predictions:    9323/  10000 (93.23%), best:    9323/10000 (93.23%), error:      2283.79272, best error:      2283.79272 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 20.3878211975s, input_fired_time: 0.1168607101, output_fired_time: 0.0747799054, propagate_forward_time: 6.8678932190, propagate_backward_time: 11.8626098633, weight_update_time: 0.0683028772, other_time: 1.4656772614
epoch time: 1.6583071947s, input_fired_time: 0.0161490757, output_fired_time: 0.0000000000, propagate_forward_time: 1.3786041737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2635539770
validation[          , genome   132] predictions:    9309/  10000 (93.09%), best:    9323/10000 (93.23%), error:      2343.83154, best error:      2283.79272 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 20.2268676758s, input_fired_time: 0.1161434948, output_fired_time: 0.0727139786, propagate_forward_time: 6.8137736320, propagate_backward_time: 11.7833595276, weight_update_time: 0.0678415969, other_time: 1.4408760071
epoch time: 1.6542524099s, input_fired_time: 0.0167049151, output_fired_time: 0.0000000000, propagate_forward_time: 1.3688447475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2687027454
validation[          , genome   132] predictions:    9331/  10000 (93.31%), best:    9331/10000 (93.31%), error:      2247.94629, best error:      2247.94629 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 20.4623050690s, input_fired_time: 0.1191525608, output_fired_time: 0.0736337751, propagate_forward_time: 6.8958888054, propagate_backward_time: 11.9210634232, weight_update_time: 0.0697224066, other_time: 1.4525671005
epoch time: 1.6601656675s, input_fired_time: 0.0160205066, output_fired_time: 0.0000000000, propagate_forward_time: 1.3784391880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2657059431
validation[          , genome   132] predictions:    9313/  10000 (93.13%), best:    9331/10000 (93.31%), error:      2320.58521, best error:      2247.94629 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 20.4447250366s, input_fired_time: 0.1206440702, output_fired_time: 0.0736010075, propagate_forward_time: 6.8818359375, propagate_backward_time: 11.9101047516, weight_update_time: 0.0729447827, other_time: 1.4585399628
epoch time: 1.6886116266s, input_fired_time: 0.0161300879, output_fired_time: 0.0000000000, propagate_forward_time: 1.3914610147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2810205221
validation[          , genome   132] predictions:    9316/  10000 (93.16%), best:    9331/10000 (93.31%), error:      2286.26514, best error:      2247.94629 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 20.3133964539s, input_fired_time: 0.1150935069, output_fired_time: 0.0735696852, propagate_forward_time: 6.8229269981, propagate_backward_time: 11.8390874863, weight_update_time: 0.0749585703, other_time: 1.4627180099
epoch time: 1.6612238884s, input_fired_time: 0.0159892421, output_fired_time: 0.0000000000, propagate_forward_time: 1.3751541376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2700805664
validation[          , genome   132] predictions:    9338/  10000 (93.38%), best:    9338/10000 (93.38%), error:      2202.92261, best error:      2202.92261 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 20.4790992737s, input_fired_time: 0.1208908856, output_fired_time: 0.0729806721, propagate_forward_time: 6.8826599121, propagate_backward_time: 11.9432697296, weight_update_time: 0.0692262053, other_time: 1.4592971802
epoch time: 1.6440852880s, input_fired_time: 0.0160675142, output_fired_time: 0.0000000000, propagate_forward_time: 1.3625210524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2654967308
validation[          , genome   132] predictions:    9300/  10000 (93.00%), best:    9338/10000 (93.38%), error:      2298.16235, best error:      2202.92261 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 20.3371429443s, input_fired_time: 0.1161277220, output_fired_time: 0.0711379722, propagate_forward_time: 6.8570733070, propagate_backward_time: 11.8331079483, weight_update_time: 0.0699806660, other_time: 1.4596967697
epoch time: 1.6764367819s, input_fired_time: 0.0161530133, output_fired_time: 0.0000000000, propagate_forward_time: 1.3858484030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744354010
validation[          , genome   132] predictions:    9326/  10000 (93.26%), best:    9338/10000 (93.38%), error:      2259.38257, best error:      2202.92261 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 20.2982540131s, input_fired_time: 0.1181878373, output_fired_time: 0.0708591565, propagate_forward_time: 6.8635449409, propagate_backward_time: 11.7968959808, weight_update_time: 0.0725300163, other_time: 1.4487667084
epoch time: 1.6437729597s, input_fired_time: 0.0159618016, output_fired_time: 0.0000000000, propagate_forward_time: 1.3600575924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2677536011
validation[          , genome   132] predictions:    9330/  10000 (93.30%), best:    9338/10000 (93.38%), error:      2302.94409, best error:      2202.92261 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 20.4015789032s, input_fired_time: 0.1158766747, output_fired_time: 0.0720962733, propagate_forward_time: 6.8329277039, propagate_backward_time: 11.9122476578, weight_update_time: 0.0698656291, other_time: 1.4684305191
epoch time: 1.6684291363s, input_fired_time: 0.0162901096, output_fired_time: 0.0000000000, propagate_forward_time: 1.3758921623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2762469053
validation[          , genome   132] predictions:    9336/  10000 (93.36%), best:    9338/10000 (93.38%), error:      2214.12695, best error:      2202.92261 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 20.5498504639s, input_fired_time: 0.1177480668, output_fired_time: 0.0713278651, propagate_forward_time: 6.9383006096, propagate_backward_time: 11.9709100723, weight_update_time: 0.0702473670, other_time: 1.4515638351
epoch time: 1.6637816429s, input_fired_time: 0.0161411911, output_fired_time: 0.0000000000, propagate_forward_time: 1.3819220066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2657184601
validation[          , genome   132] predictions:    9323/  10000 (93.23%), best:    9338/10000 (93.38%), error:      2265.67041, best error:      2202.92261 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 20.3080921173s, input_fired_time: 0.1246854737, output_fired_time: 0.0735839978, propagate_forward_time: 6.8497056961, propagate_backward_time: 11.8142538071, weight_update_time: 0.0704372302, other_time: 1.4458637238
epoch time: 1.7020184994s, input_fired_time: 0.0159894358, output_fired_time: 0.0000000000, propagate_forward_time: 1.4113051891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747238874
validation[          , genome   132] predictions:    9329/  10000 (93.29%), best:    9338/10000 (93.38%), error:      2276.27808, best error:      2202.92261 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 20.3069458008s, input_fired_time: 0.1158998236, output_fired_time: 0.0715933964, propagate_forward_time: 6.8333296776, propagate_backward_time: 11.8315572739, weight_update_time: 0.0708450899, other_time: 1.4545640945
epoch time: 1.6530702114s, input_fired_time: 0.0159384329, output_fired_time: 0.0000000000, propagate_forward_time: 1.3619254827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2752063274
validation[          , genome   132] predictions:    9323/  10000 (93.23%), best:    9338/10000 (93.38%), error:      2226.07764, best error:      2202.92261 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 20.4178276062s, input_fired_time: 0.1169690490, output_fired_time: 0.0721761361, propagate_forward_time: 6.8566727638, propagate_backward_time: 11.9139556885, weight_update_time: 0.0711237267, other_time: 1.4580554962
epoch time: 1.6579144001s, input_fired_time: 0.0170922391, output_fired_time: 0.0000000000, propagate_forward_time: 1.3725503683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2682718039
validation[          , genome   132] predictions:    9327/  10000 (93.27%), best:    9338/10000 (93.38%), error:      2207.65991, best error:      2202.92261 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 20.2960300446s, input_fired_time: 0.1226171479, output_fired_time: 0.0710144863, propagate_forward_time: 6.8359718323, propagate_backward_time: 11.8110466003, weight_update_time: 0.0705571845, other_time: 1.4553794861
epoch time: 1.6691392660s, input_fired_time: 0.0161772668, output_fired_time: 0.0000000000, propagate_forward_time: 1.3874275684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2655344009
validation[          , genome   132] predictions:    9343/  10000 (93.43%), best:    9338/10000 (93.38%), error:      2231.92822, best error:      2202.92261 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 20.2898120880s, input_fired_time: 0.1169396564, output_fired_time: 0.0765623152, propagate_forward_time: 6.8475551605, propagate_backward_time: 11.7926387787, weight_update_time: 0.0678754598, other_time: 1.4561157227
epoch time: 1.6670582294s, input_fired_time: 0.0160630848, output_fired_time: 0.0000000000, propagate_forward_time: 1.3816090822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2693860531
validation[          , genome   132] predictions:    9331/  10000 (93.31%), best:    9338/10000 (93.38%), error:      2220.16333, best error:      2202.92261 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 20.3955249786s, input_fired_time: 0.1211053953, output_fired_time: 0.0726101920, propagate_forward_time: 6.8445262909, propagate_backward_time: 11.8886842728, weight_update_time: 0.0706714243, other_time: 1.4685983658
epoch time: 1.6637213230s, input_fired_time: 0.0162917692, output_fired_time: 0.0000000000, propagate_forward_time: 1.3799691200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2674604654
validation[          , genome   132] predictions:    9330/  10000 (93.30%), best:    9338/10000 (93.38%), error:      2246.83130, best error:      2202.92261 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 20.4193038940s, input_fired_time: 0.1199815199, output_fired_time: 0.0736111030, propagate_forward_time: 6.8766880035, propagate_backward_time: 11.8939285278, weight_update_time: 0.0691154599, other_time: 1.4550952911
epoch time: 1.6627095938s, input_fired_time: 0.0175743494, output_fired_time: 0.0000000000, propagate_forward_time: 1.3762112856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2689239979
validation[          , genome   132] predictions:    9320/  10000 (93.20%), best:    9320/10000 (93.20%), error:      2191.62354, best error:      2191.62354 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 20.3294811249s, input_fired_time: 0.1191552654, output_fired_time: 0.0727571622, propagate_forward_time: 6.8598194122, propagate_backward_time: 11.8128118515, weight_update_time: 0.0681914091, other_time: 1.4649362564
epoch time: 1.6510221958s, input_fired_time: 0.0159191620, output_fired_time: 0.0000000000, propagate_forward_time: 1.3632599115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2718430758
validation[          , genome   132] predictions:    9330/  10000 (93.30%), best:    9320/10000 (93.20%), error:      2235.75000, best error:      2191.62354 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 20.1254158020s, input_fired_time: 0.1155593693, output_fired_time: 0.0710798502, propagate_forward_time: 6.7968091965, propagate_backward_time: 11.7076377869, weight_update_time: 0.0681558996, other_time: 1.4343309402
epoch time: 1.6589337587s, input_fired_time: 0.0166277569, output_fired_time: 0.0000000000, propagate_forward_time: 1.3762606382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660453320
validation[          , genome   132] predictions:    9306/  10000 (93.06%), best:    9320/10000 (93.20%), error:      2342.26074, best error:      2191.62354 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 20.4802608490s, input_fired_time: 0.1157817841, output_fired_time: 0.0719732568, propagate_forward_time: 6.8937783241, propagate_backward_time: 11.9329853058, weight_update_time: 0.0734354705, other_time: 1.4657421112
epoch time: 1.6573489904s, input_fired_time: 0.0161772426, output_fired_time: 0.0000000000, propagate_forward_time: 1.3722578287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2689138651
validation[          , genome   132] predictions:    9310/  10000 (93.10%), best:    9320/10000 (93.20%), error:      2274.17773, best error:      2191.62354 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 20.1309051514s, input_fired_time: 0.1244983152, output_fired_time: 0.0730149671, propagate_forward_time: 6.7360754013, propagate_backward_time: 11.7524995804, weight_update_time: 0.0677528456, other_time: 1.4448165894
epoch time: 1.6588343382s, input_fired_time: 0.0160392188, output_fired_time: 0.0000000000, propagate_forward_time: 1.3745902777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2682048082
validation[          , genome   132] predictions:    9354/  10000 (93.54%), best:    9320/10000 (93.20%), error:      2192.22974, best error:      2191.62354 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 20.2723674774s, input_fired_time: 0.1165743992, output_fired_time: 0.0722175688, propagate_forward_time: 6.8269200325, propagate_backward_time: 11.8162021637, weight_update_time: 0.0678717867, other_time: 1.4404525757
epoch time: 1.6635107994s, input_fired_time: 0.0161348451, output_fired_time: 0.0000000000, propagate_forward_time: 1.3771325350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2702434063
validation[          , genome   132] predictions:    9305/  10000 (93.05%), best:    9320/10000 (93.20%), error:      2307.96606, best error:      2191.62354 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 20.3533306122s, input_fired_time: 0.1179938391, output_fired_time: 0.0744789094, propagate_forward_time: 6.8107190132, propagate_backward_time: 11.8906030655, weight_update_time: 0.0690458119, other_time: 1.4595365524
epoch time: 1.6499119997s, input_fired_time: 0.0164316446, output_fired_time: 0.0000000000, propagate_forward_time: 1.3604530096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2730273008
validation[          , genome   132] predictions:    9334/  10000 (93.34%), best:    9320/10000 (93.20%), error:      2216.79590, best error:      2191.62354 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 20.5511589050s, input_fired_time: 0.1186940297, output_fired_time: 0.0731640309, propagate_forward_time: 6.9262771606, propagate_backward_time: 11.9730396271, weight_update_time: 0.0693400130, other_time: 1.4599838257
epoch time: 1.6903797388s, input_fired_time: 0.0165383723, output_fired_time: 0.0000000000, propagate_forward_time: 1.3972222805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2766190767
validation[          , genome   132] predictions:    9327/  10000 (93.27%), best:    9320/10000 (93.20%), error:      2262.60327, best error:      2191.62354 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 20.4098587036s, input_fired_time: 0.1203345656, output_fired_time: 0.0718520582, propagate_forward_time: 6.8552336693, propagate_backward_time: 11.9019117355, weight_update_time: 0.0703407153, other_time: 1.4605264664
epoch time: 1.6591283083s, input_fired_time: 0.0161837172, output_fired_time: 0.0000000000, propagate_forward_time: 1.3728977442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2700468302
validation[          , genome   132] predictions:    9331/  10000 (93.31%), best:    9320/10000 (93.20%), error:      2240.96240, best error:      2191.62354 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 20.5678024292s, input_fired_time: 0.1246216819, output_fired_time: 0.0721283183, propagate_forward_time: 6.9092383385, propagate_backward_time: 11.9678144455, weight_update_time: 0.0689885020, other_time: 1.4939985275
epoch time: 1.6470263004s, input_fired_time: 0.0164111890, output_fired_time: 0.0000000000, propagate_forward_time: 1.3640556335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2665594816
validation[          , genome   132] predictions:    9334/  10000 (93.34%), best:    9320/10000 (93.20%), error:      2214.14478, best error:      2191.62354 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 20.3828334808s, input_fired_time: 0.1187258884, output_fired_time: 0.0708631799, propagate_forward_time: 6.8537187576, propagate_backward_time: 11.8534231186, weight_update_time: 0.0746582896, other_time: 1.4861011505
epoch time: 1.6524481773s, input_fired_time: 0.0160384160, output_fired_time: 0.0000000000, propagate_forward_time: 1.3649424314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2714673281
validation[          , genome   132] predictions:    9326/  10000 (93.26%), best:    9320/10000 (93.20%), error:      2233.06592, best error:      2191.62354 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 20.3637695312s, input_fired_time: 0.1173332334, output_fired_time: 0.0719928220, propagate_forward_time: 6.8558545113, propagate_backward_time: 11.8491220474, weight_update_time: 0.0691879615, other_time: 1.4694681168
epoch time: 1.6477768421s, input_fired_time: 0.0160815176, output_fired_time: 0.0000000000, propagate_forward_time: 1.3609485626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2707467079
validation[          , genome   132] predictions:    9327/  10000 (93.27%), best:    9320/10000 (93.20%), error:      2208.42334, best error:      2191.62354 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 20.3632068634s, input_fired_time: 0.1167577133, output_fired_time: 0.0717229173, propagate_forward_time: 6.8534712791, propagate_backward_time: 11.8608751297, weight_update_time: 0.0688274056, other_time: 1.4603796005
epoch time: 1.6503988504s, input_fired_time: 0.0161226839, output_fired_time: 0.0000000000, propagate_forward_time: 1.3612301350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2730460167
validation[          , genome   132] predictions:    9325/  10000 (93.25%), best:    9320/10000 (93.20%), error:      2203.02319, best error:      2191.62354 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 20.2523784637s, input_fired_time: 0.1197658777, output_fired_time: 0.0733003095, propagate_forward_time: 6.8396787643, propagate_backward_time: 11.7658367157, weight_update_time: 0.0680362657, other_time: 1.4537973404
epoch time: 1.6790529490s, input_fired_time: 0.0164388604, output_fired_time: 0.0000000000, propagate_forward_time: 1.3911354542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2714786530
validation[          , genome   132] predictions:    9354/  10000 (93.54%), best:    9354/10000 (93.54%), error:      2161.21094, best error:      2161.21094 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 20.4480838776s, input_fired_time: 0.1169984192, output_fired_time: 0.0712008029, propagate_forward_time: 6.8923821449, propagate_backward_time: 11.9056205750, weight_update_time: 0.0718825459, other_time: 1.4618816376
epoch time: 1.6638420820s, input_fired_time: 0.0161276627, output_fired_time: 0.0000000000, propagate_forward_time: 1.3729585409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747558355
validation[          , genome   132] predictions:    9345/  10000 (93.45%), best:    9354/10000 (93.54%), error:      2186.55029, best error:      2161.21094 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 20.3933620453s, input_fired_time: 0.1180050373, output_fired_time: 0.0750205815, propagate_forward_time: 6.8398184776, propagate_backward_time: 11.8805456161, weight_update_time: 0.0707571134, other_time: 1.4799718857
epoch time: 1.6778535843s, input_fired_time: 0.0164275263, output_fired_time: 0.0000000000, propagate_forward_time: 1.3890672922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2723587751
validation[          , genome   132] predictions:    9283/  10000 (92.83%), best:    9354/10000 (93.54%), error:      2367.09033, best error:      2161.21094 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 20.3466358185s, input_fired_time: 0.1196096912, output_fired_time: 0.0709102452, propagate_forward_time: 6.8612275124, propagate_backward_time: 11.8230514526, weight_update_time: 0.0683676153, other_time: 1.4718379974
epoch time: 1.6458677053s, input_fired_time: 0.0162345376, output_fired_time: 0.0000000000, propagate_forward_time: 1.3628592491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2667739391
validation[          , genome   132] predictions:    9355/  10000 (93.55%), best:    9354/10000 (93.54%), error:      2186.48584, best error:      2161.21094 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 20.3711662292s, input_fired_time: 0.1178112850, output_fired_time: 0.0709757656, propagate_forward_time: 6.8201441765, propagate_backward_time: 11.8692636490, weight_update_time: 0.0709037930, other_time: 1.4929704666
epoch time: 1.6604377031s, input_fired_time: 0.0165599287, output_fired_time: 0.0000000000, propagate_forward_time: 1.3783980608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2654796839
validation[          , genome   132] predictions:    9321/  10000 (93.21%), best:    9354/10000 (93.54%), error:      2201.18018, best error:      2161.21094 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 20.3083171844s, input_fired_time: 0.1180248782, output_fired_time: 0.0723615363, propagate_forward_time: 6.8389911652, propagate_backward_time: 11.8330860138, weight_update_time: 0.0683622360, other_time: 1.4458541870
epoch time: 1.6554737091s, input_fired_time: 0.0163475107, output_fired_time: 0.0000000000, propagate_forward_time: 1.3682283163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2708978653
validation[          , genome   132] predictions:    9353/  10000 (93.53%), best:    9353/10000 (93.53%), error:      2136.17627, best error:      2136.17627 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 20.3285255432s, input_fired_time: 0.1208839491, output_fired_time: 0.0753055587, propagate_forward_time: 6.8515615463, propagate_backward_time: 11.8137063980, weight_update_time: 0.0681553185, other_time: 1.4670677185
epoch time: 1.6774182320s, input_fired_time: 0.0171836838, output_fired_time: 0.0000000000, propagate_forward_time: 1.3872138262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2730207443
validation[          , genome   132] predictions:    9341/  10000 (93.41%), best:    9353/10000 (93.53%), error:      2189.07910, best error:      2136.17627 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 20.3994121552s, input_fired_time: 0.1189606711, output_fired_time: 0.0710267648, propagate_forward_time: 6.8893189430, propagate_backward_time: 11.8639993668, weight_update_time: 0.0693172812, other_time: 1.4561071396
epoch time: 1.6711057425s, input_fired_time: 0.0162108038, output_fired_time: 0.0000000000, propagate_forward_time: 1.3831164837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2717784643
validation[          , genome   132] predictions:    9338/  10000 (93.38%), best:    9353/10000 (93.53%), error:      2150.55835, best error:      2136.17627 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 20.3111934662s, input_fired_time: 0.1206948012, output_fired_time: 0.0745515078, propagate_forward_time: 6.8211464882, propagate_backward_time: 11.8387489319, weight_update_time: 0.0690657422, other_time: 1.4560527802
epoch time: 1.6279462576s, input_fired_time: 0.0162413921, output_fired_time: 0.0000000000, propagate_forward_time: 1.3435634375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2681413889
validation[          , genome   132] predictions:    9341/  10000 (93.41%), best:    9353/10000 (93.53%), error:      2169.13306, best error:      2136.17627 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 20.3369617462s, input_fired_time: 0.1232733056, output_fired_time: 0.0771115124, propagate_forward_time: 6.8681311607, propagate_backward_time: 11.8214530945, weight_update_time: 0.0703417510, other_time: 1.4469909668
epoch time: 1.6176302433s, input_fired_time: 0.0163255129, output_fired_time: 0.0000000000, propagate_forward_time: 1.3381712437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2631335258
validation[          , genome   132] predictions:    9333/  10000 (93.33%), best:    9353/10000 (93.53%), error:      2216.98755, best error:      2136.17627 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 20.3940715790s, input_fired_time: 0.1241396889, output_fired_time: 0.0740890503, propagate_forward_time: 6.8887557983, propagate_backward_time: 11.8633832932, weight_update_time: 0.0697544366, other_time: 1.4437036514
epoch time: 1.6564877033s, input_fired_time: 0.0164316110, output_fired_time: 0.0000000000, propagate_forward_time: 1.3720142841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2680418491
validation[          , genome   132] predictions:    9352/  10000 (93.52%), best:    9353/10000 (93.53%), error:      2151.21655, best error:      2136.17627 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 20.3647842407s, input_fired_time: 0.1184115559, output_fired_time: 0.0706987530, propagate_forward_time: 6.8407526016, propagate_backward_time: 11.8749322891, weight_update_time: 0.0685646459, other_time: 1.4599876404
epoch time: 1.6355787516s, input_fired_time: 0.0163118988, output_fired_time: 0.0000000000, propagate_forward_time: 1.3542658091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2650010586
validation[          , genome   132] predictions:    9322/  10000 (93.22%), best:    9353/10000 (93.53%), error:      2187.60840, best error:      2136.17627 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 20.3177089691s, input_fired_time: 0.1195073649, output_fired_time: 0.0728289410, propagate_forward_time: 6.8521351814, propagate_backward_time: 11.8203849792, weight_update_time: 0.0735917538, other_time: 1.4528541565
epoch time: 1.6338361502s, input_fired_time: 0.0164764542, output_fired_time: 0.0000000000, propagate_forward_time: 1.3502138853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2671457529
validation[          , genome   132] predictions:    9339/  10000 (93.39%), best:    9353/10000 (93.53%), error:      2192.21069, best error:      2136.17627 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 20.4672374725s, input_fired_time: 0.1189494580, output_fired_time: 0.0732222199, propagate_forward_time: 6.9083695412, propagate_backward_time: 11.9103708267, weight_update_time: 0.0711310208, other_time: 1.4563245773
epoch time: 1.6694705486s, input_fired_time: 0.0163622629, output_fired_time: 0.0000000000, propagate_forward_time: 1.3801137209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729945183
validation[          , genome   132] predictions:    9322/  10000 (93.22%), best:    9353/10000 (93.53%), error:      2213.71729, best error:      2136.17627 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 20.4606285095s, input_fired_time: 0.1175738424, output_fired_time: 0.0733072236, propagate_forward_time: 6.8522944450, propagate_backward_time: 11.9465599060, weight_update_time: 0.0723451599, other_time: 1.4708919525
epoch time: 1.6419715881s, input_fired_time: 0.0168869160, output_fired_time: 0.0000000000, propagate_forward_time: 1.3603467941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647378445
validation[          , genome   132] predictions:    9345/  10000 (93.45%), best:    9353/10000 (93.53%), error:      2167.85278, best error:      2136.17627 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 20.3466205597s, input_fired_time: 0.1189753935, output_fired_time: 0.0715260580, propagate_forward_time: 6.8557772636, propagate_backward_time: 11.8450517654, weight_update_time: 0.0694840401, other_time: 1.4552907944
epoch time: 1.6602308750s, input_fired_time: 0.0171242487, output_fired_time: 0.0000000000, propagate_forward_time: 1.3762012720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2669053078
validation[          , genome   132] predictions:    9303/  10000 (93.03%), best:    9353/10000 (93.53%), error:      2249.26709, best error:      2136.17627 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 20.3387050629s, input_fired_time: 0.1188411787, output_fired_time: 0.0772149116, propagate_forward_time: 6.8441343307, propagate_backward_time: 11.8435192108, weight_update_time: 0.0689624175, other_time: 1.4549951553
epoch time: 1.6440896988s, input_fired_time: 0.0207588971, output_fired_time: 0.0000000000, propagate_forward_time: 1.3553470373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2679837942
validation[          , genome   132] predictions:    9342/  10000 (93.42%), best:    9353/10000 (93.53%), error:      2146.69995, best error:      2136.17627 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 20.4496593475s, input_fired_time: 0.1191402823, output_fired_time: 0.0714522824, propagate_forward_time: 6.9224443436, propagate_backward_time: 11.8960752487, weight_update_time: 0.0685367584, other_time: 1.4405460358
epoch time: 1.6508849859s, input_fired_time: 0.0165199991, output_fired_time: 0.0000000000, propagate_forward_time: 1.3625891209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2717758417
validation[          , genome   132] predictions:    9337/  10000 (93.37%), best:    9353/10000 (93.53%), error:      2169.32520, best error:      2136.17627 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 20.4453849792s, input_fired_time: 0.1204541251, output_fired_time: 0.0735663325, propagate_forward_time: 6.8839902878, propagate_backward_time: 11.9073953629, weight_update_time: 0.0683806986, other_time: 1.4599781036
epoch time: 1.6461625099s, input_fired_time: 0.0165828690, output_fired_time: 0.0000000000, propagate_forward_time: 1.3649502993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2646293640
validation[          , genome   132] predictions:    9334/  10000 (93.34%), best:    9353/10000 (93.53%), error:      2189.22925, best error:      2136.17627 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 20.4910278320s, input_fired_time: 0.1219443977, output_fired_time: 0.0796810463, propagate_forward_time: 6.8978805542, propagate_backward_time: 11.9295606613, weight_update_time: 0.0681733117, other_time: 1.4619607925
epoch time: 1.6994487047s, input_fired_time: 0.0165735669, output_fired_time: 0.0000000000, propagate_forward_time: 1.4017541409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2811210155
validation[          , genome   132] predictions:    9352/  10000 (93.52%), best:    9353/10000 (93.53%), error:      2143.15161, best error:      2136.17627 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 20.3247509003s, input_fired_time: 0.1179092452, output_fired_time: 0.0737052485, propagate_forward_time: 6.8194794655, propagate_backward_time: 11.8456430435, weight_update_time: 0.0681759715, other_time: 1.4680147171
epoch time: 1.6610640287s, input_fired_time: 0.0180138834, output_fired_time: 0.0000000000, propagate_forward_time: 1.3754776716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675725222
validation[          , genome   132] predictions:    9350/  10000 (93.50%), best:    9350/10000 (93.50%), error:      2134.60156, best error:      2134.60156 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 20.4544353485s, input_fired_time: 0.1221006289, output_fired_time: 0.0731429011, propagate_forward_time: 6.8762488365, propagate_backward_time: 11.9100456238, weight_update_time: 0.0725271478, other_time: 1.4728965759
epoch time: 1.6546107531s, input_fired_time: 0.0166317131, output_fired_time: 0.0000000000, propagate_forward_time: 1.3706728220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2673062086
validation[          , genome   132] predictions:    9333/  10000 (93.33%), best:    9350/10000 (93.50%), error:      2177.38550, best error:      2134.60156 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 20.3684444427s, input_fired_time: 0.1188006178, output_fired_time: 0.0765585750, propagate_forward_time: 6.8533024788, propagate_backward_time: 11.8814611435, weight_update_time: 0.0686360225, other_time: 1.4383211136
epoch time: 1.6423851252s, input_fired_time: 0.0175022632, output_fired_time: 0.0000000000, propagate_forward_time: 1.3552488089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2696340084
validation[          , genome   132] predictions:    9351/  10000 (93.51%), best:    9350/10000 (93.50%), error:      2169.98853, best error:      2134.60156 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 20.3355140686s, input_fired_time: 0.1192970872, output_fired_time: 0.0711815730, propagate_forward_time: 6.8487567902, propagate_backward_time: 11.8396415710, weight_update_time: 0.0701691955, other_time: 1.4566364288
epoch time: 1.6375496387s, input_fired_time: 0.0168019403, output_fired_time: 0.0000000000, propagate_forward_time: 1.3552081585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2655395269
validation[          , genome   132] predictions:    9344/  10000 (93.44%), best:    9350/10000 (93.50%), error:      2153.84082, best error:      2134.60156 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 20.3990974426s, input_fired_time: 0.1189753413, output_fired_time: 0.0718812495, propagate_forward_time: 6.8423857689, propagate_backward_time: 11.9076032639, weight_update_time: 0.0749037638, other_time: 1.4582529068
epoch time: 1.6338213682s, input_fired_time: 0.0165476725, output_fired_time: 0.0000000000, propagate_forward_time: 1.3528691530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2644045353
validation[          , genome   132] predictions:    9350/  10000 (93.50%), best:    9350/10000 (93.50%), error:      2143.58813, best error:      2134.60156 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 20.3350181580s, input_fired_time: 0.1258025318, output_fired_time: 0.0761348903, propagate_forward_time: 6.8161725998, propagate_backward_time: 11.8574695587, weight_update_time: 0.0691520795, other_time: 1.4594373703
epoch time: 1.6846265793s, input_fired_time: 0.0173835009, output_fired_time: 0.0000000000, propagate_forward_time: 1.3933475018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2738956213
validation[          , genome   132] predictions:    9330/  10000 (93.30%), best:    9350/10000 (93.50%), error:      2182.61597, best error:      2134.60156 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 20.3671188354s, input_fired_time: 0.1222781613, output_fired_time: 0.0737939179, propagate_forward_time: 6.8024225235, propagate_backward_time: 11.9195508957, weight_update_time: 0.0689930692, other_time: 1.4490737915
epoch time: 1.6487976313s, input_fired_time: 0.0172105692, output_fired_time: 0.0000000000, propagate_forward_time: 1.3652962446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662907839
validation[          , genome   132] predictions:    9330/  10000 (93.30%), best:    9350/10000 (93.50%), error:      2183.72070, best error:      2134.60156 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 20.4379272461s, input_fired_time: 0.1188751608, output_fired_time: 0.0713006034, propagate_forward_time: 6.8765735626, propagate_backward_time: 11.9123878479, weight_update_time: 0.0714113712, other_time: 1.4587898254
epoch time: 1.6681236029s, input_fired_time: 0.0170645025, output_fired_time: 0.0000000000, propagate_forward_time: 1.3860781193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2649810314
validation[          , genome   132] predictions:    9357/  10000 (93.57%), best:    9350/10000 (93.50%), error:      2151.19263, best error:      2134.60156 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 20.3583679199s, input_fired_time: 0.1184607521, output_fired_time: 0.0707355812, propagate_forward_time: 6.8268141747, propagate_backward_time: 11.8880004883, weight_update_time: 0.0698025376, other_time: 1.4543552399
epoch time: 1.6853722334s, input_fired_time: 0.0174581464, output_fired_time: 0.0000000000, propagate_forward_time: 1.3940716982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2738423347
validation[          , genome   132] predictions:    9337/  10000 (93.37%), best:    9350/10000 (93.50%), error:      2158.79639, best error:      2134.60156 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 20.3826522827s, input_fired_time: 0.1212213710, output_fired_time: 0.0719619021, propagate_forward_time: 6.8256497383, propagate_backward_time: 11.9036645889, weight_update_time: 0.0687120035, other_time: 1.4601545334
epoch time: 1.6912461519s, input_fired_time: 0.0189341959, output_fired_time: 0.0000000000, propagate_forward_time: 1.4006403685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2716715336
validation[          , genome   132] predictions:    9333/  10000 (93.33%), best:    9350/10000 (93.50%), error:      2168.43164, best error:      2134.60156 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 20.3995723724s, input_fired_time: 0.1190795377, output_fired_time: 0.0714430064, propagate_forward_time: 6.8613934517, propagate_backward_time: 11.8826904297, weight_update_time: 0.0682239980, other_time: 1.4649658203
epoch time: 1.6619707346s, input_fired_time: 0.0167672262, output_fired_time: 0.0000000000, propagate_forward_time: 1.3781046867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2670987844
validation[          , genome   132] predictions:    9342/  10000 (93.42%), best:    9350/10000 (93.50%), error:      2169.49658, best error:      2134.60156 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 20.3403129578s, input_fired_time: 0.1188322380, output_fired_time: 0.0728817731, propagate_forward_time: 6.8624439240, propagate_backward_time: 11.8346376419, weight_update_time: 0.0702998340, other_time: 1.4515180588
epoch time: 1.6600105762s, input_fired_time: 0.0180105157, output_fired_time: 0.0000000000, propagate_forward_time: 1.3641512394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2778488398
validation[          , genome   132] predictions:    9356/  10000 (93.56%), best:    9356/10000 (93.56%), error:      2130.31177, best error:      2130.31177 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 20.3327999115s, input_fired_time: 0.1263670027, output_fired_time: 0.0710369870, propagate_forward_time: 6.8662152290, propagate_backward_time: 11.8210563660, weight_update_time: 0.0684126541, other_time: 1.4481239319
epoch time: 1.6702044010s, input_fired_time: 0.0166463796, output_fired_time: 0.0000000000, propagate_forward_time: 1.3860874176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2674705982
validation[          , genome   132] predictions:    9343/  10000 (93.43%), best:    9356/10000 (93.56%), error:      2156.95581, best error:      2130.31177 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 20.3033237457s, input_fired_time: 0.1233706549, output_fired_time: 0.0704276636, propagate_forward_time: 6.8281059265, propagate_backward_time: 11.8155765533, weight_update_time: 0.0685757324, other_time: 1.4658432007
epoch time: 1.6397300959s, input_fired_time: 0.0166074801, output_fired_time: 0.0000000000, propagate_forward_time: 1.3550517559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2680708170
validation[          , genome   132] predictions:    9360/  10000 (93.60%), best:    9356/10000 (93.56%), error:      2132.17749, best error:      2130.31177 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 20.5929965973s, input_fired_time: 0.1297865361, output_fired_time: 0.0716111511, propagate_forward_time: 6.9236655235, propagate_backward_time: 11.9856405258, weight_update_time: 0.0765060261, other_time: 1.4822912216
epoch time: 1.6426013708s, input_fired_time: 0.0168676414, output_fired_time: 0.0000000000, propagate_forward_time: 1.3582056761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675280571
validation[          , genome   132] predictions:    9339/  10000 (93.39%), best:    9356/10000 (93.56%), error:      2171.29053, best error:      2130.31177 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 20.3479976654s, input_fired_time: 0.1200168058, output_fired_time: 0.0744230300, propagate_forward_time: 6.8630290031, propagate_backward_time: 11.8294677734, weight_update_time: 0.0704448223, other_time: 1.4610614777
epoch time: 1.6548949480s, input_fired_time: 0.0166077204, output_fired_time: 0.0000000000, propagate_forward_time: 1.3612617254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2770254612
validation[          , genome   132] predictions:    9329/  10000 (93.29%), best:    9356/10000 (93.56%), error:      2201.58789, best error:      2130.31177 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 20.3932380676s, input_fired_time: 0.1230001003, output_fired_time: 0.0779826865, propagate_forward_time: 6.8707795143, propagate_backward_time: 11.8730106354, weight_update_time: 0.0696755946, other_time: 1.4484672546
epoch time: 1.6810367107s, input_fired_time: 0.0168193001, output_fired_time: 0.0000000000, propagate_forward_time: 1.3885811567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2756361961
validation[          , genome   132] predictions:    9331/  10000 (93.31%), best:    9356/10000 (93.56%), error:      2211.10889, best error:      2130.31177 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 20.3939723969s, input_fired_time: 0.1238816157, output_fired_time: 0.0723975524, propagate_forward_time: 6.8741607666, propagate_backward_time: 11.8632583618, weight_update_time: 0.0682055056, other_time: 1.4602737427
epoch time: 1.6556460857s, input_fired_time: 0.0174853392, output_fired_time: 0.0000000000, propagate_forward_time: 1.3645859957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2735747099
validation[          , genome   132] predictions:    9347/  10000 (93.47%), best:    9356/10000 (93.56%), error:      2194.13110, best error:      2130.31177 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 20.3396968842s, input_fired_time: 0.1199181527, output_fired_time: 0.0737173185, propagate_forward_time: 6.8481507301, propagate_backward_time: 11.8434143066, weight_update_time: 0.0725093782, other_time: 1.4544963837
epoch time: 1.6803565025s, input_fired_time: 0.0170176812, output_fired_time: 0.0000000000, propagate_forward_time: 1.3905112743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2728275061
validation[          , genome   132] predictions:    9344/  10000 (93.44%), best:    9356/10000 (93.56%), error:      2156.96777, best error:      2130.31177 on epoch:    93, 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: 8.3262243271s, input_fired_time: 0.0844544545, output_fired_time: 0.0000000000, propagate_forward_time: 6.8730721474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3686976433
best training[          , genome   132] predictions:   47561/  50000 (95.12%), best:    9356/10000 (93.56%), error:      8834.25977, best error:      2130.31177 on epoch:    93, 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: 1.6903197765s, input_fired_time: 0.0166238770, output_fired_time: 0.0000000000, propagate_forward_time: 1.4009045362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727913857
   testing[          , genome   132] predictions:    9443/  10000 (94.43%), best:    9356/10000 (93.56%), error:      1975.81555, best error:      2130.31177 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:31:35 (95835): called boinc_finish(0)

</stderr_txt>
]]>