Nameexact_genome_1512568488_41_4783_1
Workunit2595215
Created7 Dec 2017, 11:54:06 UTC
Sent7 Dec 2017, 11:55:56 UTC
Report deadline13 Dec 2017, 3:19:14 UTC
Received7 Dec 2017, 22:42:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 0 min 57 sec
CPU time2 hours 59 min 58 sec
Validate stateValid
Credit1,410.30
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.71 MB
Peak swap size157.04 MB
Peak disk usage1.51 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
fired_time: 0.1271716207, output_fired_time: 0.0000000000, propagate_forward_time: 7.5583043098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986138344
validation[          , genome  4783] predictions:    9566/  10000 (95.66%), best:    9597/10000 (95.97%), error:      1425.30750, best error:      1361.20813 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 98.9057312012s, input_fired_time: 0.9972370267, output_fired_time: 0.9039872289, propagate_forward_time: 37.2073097229, propagate_backward_time: 57.0263328552, weight_update_time: 0.1242039204, other_time: 2.7708663940
epoch time: 7.9567122459s, input_fired_time: 0.1258330941, output_fired_time: 0.0000000000, propagate_forward_time: 7.3435883522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872908592
validation[          , genome  4783] predictions:    9579/  10000 (95.79%), best:    9597/10000 (95.97%), error:      1457.38965, best error:      1361.20813 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 99.1607208252s, input_fired_time: 1.0081871748, output_fired_time: 0.9028619528, propagate_forward_time: 37.3528289795, propagate_backward_time: 57.1490440369, weight_update_time: 0.1177231371, other_time: 2.7477989197
epoch time: 8.1336307526s, input_fired_time: 0.1285435557, output_fired_time: 0.0000000000, propagate_forward_time: 7.5105767250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4945101738
validation[          , genome  4783] predictions:    9617/  10000 (96.17%), best:    9597/10000 (95.97%), error:      1376.64514, best error:      1361.20813 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 98.8545761108s, input_fired_time: 1.0173543692, output_fired_time: 0.9035829902, propagate_forward_time: 37.2341117859, propagate_backward_time: 56.8896598816, weight_update_time: 0.1244794130, other_time: 2.8098678589
epoch time: 7.9708018303s, input_fired_time: 0.1267275810, output_fired_time: 0.0000000000, propagate_forward_time: 7.3681960106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4758782387
validation[          , genome  4783] predictions:    9581/  10000 (95.81%), best:    9597/10000 (95.97%), error:      1415.25647, best error:      1361.20813 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 98.3082427979s, input_fired_time: 0.9947293997, output_fired_time: 0.9083978534, propagate_forward_time: 36.8728446960, propagate_backward_time: 56.7946395874, weight_update_time: 0.1173769459, other_time: 2.7376289368
epoch time: 8.0107469559s, input_fired_time: 0.1325647384, output_fired_time: 0.0000000000, propagate_forward_time: 7.3858504295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4923319817
validation[          , genome  4783] predictions:    9611/  10000 (96.11%), best:    9611/10000 (96.11%), error:      1304.61743, best error:      1304.61743 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 97.9825744629s, input_fired_time: 1.0130871534, output_fired_time: 0.9040399194, propagate_forward_time: 36.8023719788, propagate_backward_time: 56.4839744568, weight_update_time: 0.1239264384, other_time: 2.7791061401
epoch time: 8.1251869202s, input_fired_time: 0.1267867833, output_fired_time: 0.0000000000, propagate_forward_time: 7.4913506508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070495605
validation[          , genome  4783] predictions:    9569/  10000 (95.69%), best:    9611/10000 (96.11%), error:      1448.73560, best error:      1304.61743 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 100.4692459106s, input_fired_time: 1.0359761715, output_fired_time: 0.9246546626, propagate_forward_time: 37.7698898315, propagate_backward_time: 57.8693542480, weight_update_time: 0.1197766662, other_time: 2.8693771362
epoch time: 7.9952559471s, input_fired_time: 0.1271463037, output_fired_time: 0.0000000000, propagate_forward_time: 7.3829102516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4851994514
validation[          , genome  4783] predictions:    9583/  10000 (95.83%), best:    9611/10000 (96.11%), error:      1410.97119, best error:      1304.61743 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 98.6968841553s, input_fired_time: 1.0036091805, output_fired_time: 0.8992391229, propagate_forward_time: 37.1465950012, propagate_backward_time: 56.8962287903, weight_update_time: 0.1198341623, other_time: 2.7512130737
epoch time: 7.9718866348s, input_fired_time: 0.1289291084, output_fired_time: 0.0000000000, propagate_forward_time: 7.3482174873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4947400093
validation[          , genome  4783] predictions:    9620/  10000 (96.20%), best:    9611/10000 (96.11%), error:      1319.85107, best error:      1304.61743 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 98.5262374878s, input_fired_time: 1.0193129778, output_fired_time: 0.9097967148, propagate_forward_time: 37.1021919250, propagate_backward_time: 56.7515335083, weight_update_time: 0.1179767326, other_time: 2.7434043884
epoch time: 7.8269109726s, input_fired_time: 0.1285453141, output_fired_time: 0.0000000000, propagate_forward_time: 7.2011761665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4971895218
validation[          , genome  4783] predictions:    9542/  10000 (95.42%), best:    9611/10000 (96.11%), error:      1550.10730, best error:      1304.61743 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 98.2000503540s, input_fired_time: 1.0199224949, output_fired_time: 0.8964390159, propagate_forward_time: 37.0286598206, propagate_backward_time: 56.4739913940, weight_update_time: 0.1180259809, other_time: 2.7810401917
epoch time: 7.9893846512s, input_fired_time: 0.1287978739, output_fired_time: 0.0000000000, propagate_forward_time: 7.3640923500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964942932
validation[          , genome  4783] predictions:    9598/  10000 (95.98%), best:    9611/10000 (96.11%), error:      1389.38110, best error:      1304.61743 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 97.4385757446s, input_fired_time: 1.0028133392, output_fired_time: 0.8888108730, propagate_forward_time: 36.6571807861, propagate_backward_time: 56.1286811829, weight_update_time: 0.1181844398, other_time: 2.7610893250
epoch time: 7.9366183281s, input_fired_time: 0.1300769746, output_fired_time: 0.0000000000, propagate_forward_time: 7.3161473274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4903941154
validation[          , genome  4783] predictions:    9589/  10000 (95.89%), best:    9611/10000 (96.11%), error:      1329.74438, best error:      1304.61743 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 98.2532577515s, input_fired_time: 1.0166708231, output_fired_time: 0.9172009230, propagate_forward_time: 36.9828681946, propagate_backward_time: 56.5923271179, weight_update_time: 0.1226086020, other_time: 2.7441940308
epoch time: 8.2617473602s, input_fired_time: 0.1374156177, output_fired_time: 0.0000000000, propagate_forward_time: 7.6154456139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088858604
validation[          , genome  4783] predictions:    9604/  10000 (96.04%), best:    9611/10000 (96.11%), error:      1321.44666, best error:      1304.61743 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 98.1249084473s, input_fired_time: 1.0167441368, output_fired_time: 0.8955948949, propagate_forward_time: 36.9850082397, propagate_backward_time: 56.4745407104, weight_update_time: 0.1179598495, other_time: 2.7530212402
epoch time: 7.9771356583s, input_fired_time: 0.1301037967, output_fired_time: 0.0000000000, propagate_forward_time: 7.3590068817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880251884
validation[          , genome  4783] predictions:    9599/  10000 (95.99%), best:    9611/10000 (96.11%), error:      1306.87805, best error:      1304.61743 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 98.8616104126s, input_fired_time: 1.0215183496, output_fired_time: 0.9036204219, propagate_forward_time: 37.1774063110, propagate_backward_time: 56.9854927063, weight_update_time: 0.1192265451, other_time: 2.7735786438
epoch time: 8.0952711105s, input_fired_time: 0.1275866777, output_fired_time: 0.0000000000, propagate_forward_time: 7.4639382362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5037460327
validation[          , genome  4783] predictions:    9534/  10000 (95.34%), best:    9611/10000 (96.11%), error:      1536.19727, best error:      1304.61743 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 98.0615310669s, input_fired_time: 1.0067458153, output_fired_time: 0.8953609467, propagate_forward_time: 36.9401817322, propagate_backward_time: 56.4476203918, weight_update_time: 0.1176255643, other_time: 2.7716217041
epoch time: 8.0033073425s, input_fired_time: 0.1305599660, output_fired_time: 0.0000000000, propagate_forward_time: 7.3702440262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5025033951
validation[          , genome  4783] predictions:    9595/  10000 (95.95%), best:    9611/10000 (96.11%), error:      1316.73389, best error:      1304.61743 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 97.9171066284s, input_fired_time: 1.0075905323, output_fired_time: 0.8938960433, propagate_forward_time: 36.8135871887, propagate_backward_time: 56.4171485901, weight_update_time: 0.1189145297, other_time: 2.7848815918
epoch time: 7.9993181229s, input_fired_time: 0.1315207928, output_fired_time: 0.0000000000, propagate_forward_time: 7.3742017746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935956001
validation[          , genome  4783] predictions:    9620/  10000 (96.20%), best:    9620/10000 (96.20%), error:      1251.33606, best error:      1251.33606 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 97.7808914185s, input_fired_time: 1.0255219936, output_fired_time: 0.8985860944, propagate_forward_time: 36.7294464111, propagate_backward_time: 56.3708839417, weight_update_time: 0.1187964380, other_time: 2.7564582825
epoch time: 7.9514393806s, input_fired_time: 0.1286471337, output_fired_time: 0.0000000000, propagate_forward_time: 7.3331980705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4895939827
validation[          , genome  4783] predictions:    9607/  10000 (96.07%), best:    9620/10000 (96.20%), error:      1347.25964, best error:      1251.33606 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 98.0078811646s, input_fired_time: 1.0276757479, output_fired_time: 0.9093736410, propagate_forward_time: 36.8759422302, propagate_backward_time: 56.4120140076, weight_update_time: 0.1193463355, other_time: 2.7828750610
epoch time: 8.2170724869s, input_fired_time: 0.1398383826, output_fired_time: 0.0000000000, propagate_forward_time: 7.5728592873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5043749809
validation[          , genome  4783] predictions:    9605/  10000 (96.05%), best:    9620/10000 (96.20%), error:      1299.67749, best error:      1251.33606 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 98.1419754028s, input_fired_time: 1.0286101103, output_fired_time: 0.8836823106, propagate_forward_time: 36.9200477600, propagate_backward_time: 56.5790100098, weight_update_time: 0.1170074418, other_time: 2.7306251526
epoch time: 7.9097809792s, input_fired_time: 0.1299103945, output_fired_time: 0.0000000000, propagate_forward_time: 7.2926416397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872288704
validation[          , genome  4783] predictions:    9616/  10000 (96.16%), best:    9620/10000 (96.20%), error:      1303.78943, best error:      1251.33606 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 97.4907836914s, input_fired_time: 1.0327465534, output_fired_time: 0.8980967999, propagate_forward_time: 36.6935577393, propagate_backward_time: 56.0958480835, weight_update_time: 0.1193641275, other_time: 2.7705383301
epoch time: 7.9965252876s, input_fired_time: 0.1269590706, output_fired_time: 0.0000000000, propagate_forward_time: 7.3786239624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4909424782
validation[          , genome  4783] predictions:    9634/  10000 (96.34%), best:    9620/10000 (96.20%), error:      1253.71655, best error:      1251.33606 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 98.2630386353s, input_fired_time: 1.0275362730, output_fired_time: 0.8994812369, propagate_forward_time: 36.9915161133, propagate_backward_time: 56.5595016479, weight_update_time: 0.1181260496, other_time: 2.7850036621
epoch time: 8.0529823303s, input_fired_time: 0.1343163997, output_fired_time: 0.0000000000, propagate_forward_time: 7.4326448441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4860210419
validation[          , genome  4783] predictions:    9614/  10000 (96.14%), best:    9620/10000 (96.20%), error:      1281.48254, best error:      1251.33606 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 98.0895919800s, input_fired_time: 0.9986199141, output_fired_time: 0.8984268308, propagate_forward_time: 36.9702529907, propagate_backward_time: 56.4903335571, weight_update_time: 0.1179371178, other_time: 2.7319564819
epoch time: 8.1630544662s, input_fired_time: 0.1277547926, output_fired_time: 0.0000000000, propagate_forward_time: 7.5344381332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5008611679
validation[          , genome  4783] predictions:    9634/  10000 (96.34%), best:    9620/10000 (96.20%), error:      1259.15259, best error:      1251.33606 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 98.5335693359s, input_fired_time: 1.0254790783, output_fired_time: 0.9165058732, propagate_forward_time: 37.1103401184, propagate_backward_time: 56.7746772766, weight_update_time: 0.1188374385, other_time: 2.7065658569
epoch time: 8.0848350525s, input_fired_time: 0.1301035732, output_fired_time: 0.0000000000, propagate_forward_time: 7.4457187653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5090126991
validation[          , genome  4783] predictions:    9577/  10000 (95.77%), best:    9620/10000 (96.20%), error:      1395.71777, best error:      1251.33606 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 98.1825332642s, input_fired_time: 1.0247961283, output_fired_time: 0.9073939919, propagate_forward_time: 36.8563919067, propagate_backward_time: 56.5887222290, weight_update_time: 0.1184985712, other_time: 2.8052291870
epoch time: 8.1667051315s, input_fired_time: 0.1361168921, output_fired_time: 0.0000000000, propagate_forward_time: 7.5299220085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5006661415
validation[          , genome  4783] predictions:    9592/  10000 (95.92%), best:    9620/10000 (96.20%), error:      1376.64563, best error:      1251.33606 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 97.6488494873s, input_fired_time: 1.0237882137, output_fired_time: 0.8938900232, propagate_forward_time: 36.7370300293, propagate_backward_time: 56.2080574036, weight_update_time: 0.1184183136, other_time: 2.7860832214
epoch time: 7.9732193947s, input_fired_time: 0.1266075969, output_fired_time: 0.0000000000, propagate_forward_time: 7.3634834290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4831285477
validation[          , genome  4783] predictions:    9487/  10000 (94.87%), best:    9620/10000 (96.20%), error:      1631.79602, best error:      1251.33606 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 98.2284545898s, input_fired_time: 1.0270336866, output_fired_time: 0.9045364857, propagate_forward_time: 37.0346641541, propagate_backward_time: 56.4589042664, weight_update_time: 0.1205314100, other_time: 2.8033218384
epoch time: 8.0899991989s, input_fired_time: 0.1276489943, output_fired_time: 0.0000000000, propagate_forward_time: 7.4707741737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4915761948
validation[          , genome  4783] predictions:    9632/  10000 (96.32%), best:    9620/10000 (96.20%), error:      1268.31873, best error:      1251.33606 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 97.5909729004s, input_fired_time: 1.0092235804, output_fired_time: 0.8937651515, propagate_forward_time: 36.7667427063, propagate_backward_time: 56.1406784058, weight_update_time: 0.1255582869, other_time: 2.7805595398
epoch time: 8.2313241959s, input_fired_time: 0.1283606887, output_fired_time: 0.0000000000, propagate_forward_time: 7.5872116089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5157518387
validation[          , genome  4783] predictions:    9581/  10000 (95.81%), best:    9620/10000 (96.20%), error:      1406.72290, best error:      1251.33606 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 98.0381698608s, input_fired_time: 1.0049840212, output_fired_time: 0.8874720931, propagate_forward_time: 36.9399261475, propagate_backward_time: 56.4586639404, weight_update_time: 0.1179626286, other_time: 2.7471237183
epoch time: 8.1175203323s, input_fired_time: 0.1292919070, output_fired_time: 0.0000000000, propagate_forward_time: 7.4935121536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4947161674
validation[          , genome  4783] predictions:    9596/  10000 (95.96%), best:    9620/10000 (96.20%), error:      1318.19873, best error:      1251.33606 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 97.8745880127s, input_fired_time: 1.0166943073, output_fired_time: 0.8847526312, propagate_forward_time: 36.7786407471, propagate_backward_time: 56.4301719666, weight_update_time: 0.1181693301, other_time: 2.7643318176
epoch time: 8.1280803680s, input_fired_time: 0.1362812817, output_fired_time: 0.0000000000, propagate_forward_time: 7.4846544266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5071444511
validation[          , genome  4783] predictions:    9641/  10000 (96.41%), best:    9641/10000 (96.41%), error:      1225.81531, best error:      1225.81531 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 97.9205017090s, input_fired_time: 1.0166270733, output_fired_time: 0.9005501270, propagate_forward_time: 36.8169975281, propagate_backward_time: 56.3870506287, weight_update_time: 0.1194291189, other_time: 2.7992782593
epoch time: 7.9321551323s, input_fired_time: 0.1281851977, output_fired_time: 0.0000000000, propagate_forward_time: 7.3195662498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844036102
validation[          , genome  4783] predictions:    9392/  10000 (93.92%), best:    9641/10000 (96.41%), error:      1985.07947, best error:      1225.81531 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 97.6526107788s, input_fired_time: 1.0140951872, output_fired_time: 0.8868941665, propagate_forward_time: 36.7287635803, propagate_backward_time: 56.2567214966, weight_update_time: 0.1183247492, other_time: 2.7661399841
epoch time: 7.9886560440s, input_fired_time: 0.1273645908, output_fired_time: 0.0000000000, propagate_forward_time: 7.3688540459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4924373627
validation[          , genome  4783] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1177.88416, best error:      1177.88416 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 98.0711364746s, input_fired_time: 1.0347151756, output_fired_time: 0.8970947266, propagate_forward_time: 36.9010925293, propagate_backward_time: 56.4615020752, weight_update_time: 0.1195611954, other_time: 2.7767333984
epoch time: 8.0711631775s, input_fired_time: 0.1285997033, output_fired_time: 0.0000000000, propagate_forward_time: 7.4491667747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933967590
validation[          , genome  4783] predictions:    9643/  10000 (96.43%), best:    9651/10000 (96.51%), error:      1233.85400, best error:      1177.88416 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 98.1169586182s, input_fired_time: 1.0163161755, output_fired_time: 0.8981595039, propagate_forward_time: 36.9981651306, propagate_backward_time: 56.4685859680, weight_update_time: 0.1184239686, other_time: 2.7357254028
epoch time: 7.9565649033s, input_fired_time: 0.1297688931, output_fired_time: 0.0000000000, propagate_forward_time: 7.3303422928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964537621
validation[          , genome  4783] predictions:    9603/  10000 (96.03%), best:    9651/10000 (96.51%), error:      1308.53027, best error:      1177.88416 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 99.1530609131s, input_fired_time: 1.0124256611, output_fired_time: 0.9255808592, propagate_forward_time: 37.2943725586, propagate_backward_time: 57.1556320190, weight_update_time: 0.1188912466, other_time: 2.7650451660
epoch time: 8.0311746597s, input_fired_time: 0.1301070899, output_fired_time: 0.0000000000, propagate_forward_time: 7.4041218758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969458580
validation[          , genome  4783] predictions:    9642/  10000 (96.42%), best:    9651/10000 (96.51%), error:      1220.08252, best error:      1177.88416 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 99.0850219727s, input_fired_time: 1.0325846672, output_fired_time: 0.8995091915, propagate_forward_time: 37.2841148376, propagate_backward_time: 57.0676803589, weight_update_time: 0.1192061156, other_time: 2.8011360168
epoch time: 7.9444909096s, input_fired_time: 0.1293429136, output_fired_time: 0.0000000000, propagate_forward_time: 7.3276700974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4874777794
validation[          , genome  4783] predictions:    9619/  10000 (96.19%), best:    9651/10000 (96.51%), error:      1255.55579, best error:      1177.88416 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 97.8991165161s, input_fired_time: 1.0232272148, output_fired_time: 0.9127446413, propagate_forward_time: 36.8710021973, propagate_backward_time: 56.3056526184, weight_update_time: 0.1196824983, other_time: 2.7864952087
epoch time: 8.0193729401s, input_fired_time: 0.1389639974, output_fired_time: 0.0000000000, propagate_forward_time: 7.3956055641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4848031998
validation[          , genome  4783] predictions:    9659/  10000 (96.59%), best:    9651/10000 (96.51%), error:      1204.55042, best error:      1177.88416 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 98.6729354858s, input_fired_time: 1.0229178667, output_fired_time: 0.9178302884, propagate_forward_time: 37.0234985352, propagate_backward_time: 56.9194564819, weight_update_time: 0.1183388829, other_time: 2.7892303467
epoch time: 7.9812092781s, input_fired_time: 0.1303369701, output_fired_time: 0.0000000000, propagate_forward_time: 7.3534111977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974613190
validation[          , genome  4783] predictions:    9639/  10000 (96.39%), best:    9651/10000 (96.51%), error:      1206.17334, best error:      1177.88416 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 98.3401489258s, input_fired_time: 1.0182955265, output_fired_time: 0.8964017630, propagate_forward_time: 37.0034523010, propagate_backward_time: 56.6743583679, weight_update_time: 0.1178609654, other_time: 2.7476425171
epoch time: 8.0652132034s, input_fired_time: 0.1347291172, output_fired_time: 0.0000000000, propagate_forward_time: 7.4409136772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4895706177
validation[          , genome  4783] predictions:    9606/  10000 (96.06%), best:    9651/10000 (96.51%), error:      1271.57690, best error:      1177.88416 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 98.2047195435s, input_fired_time: 1.0265300274, output_fired_time: 0.8928338289, propagate_forward_time: 36.9463844299, propagate_backward_time: 56.6092720032, weight_update_time: 0.1177960262, other_time: 2.7296981812
epoch time: 8.0522594452s, input_fired_time: 0.1289869994, output_fired_time: 0.0000000000, propagate_forward_time: 7.4377684593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4855041504
validation[          , genome  4783] predictions:    9636/  10000 (96.36%), best:    9651/10000 (96.51%), error:      1211.37317, best error:      1177.88416 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 98.0897979736s, input_fired_time: 1.0246388912, output_fired_time: 0.9065961838, propagate_forward_time: 36.8828582764, propagate_backward_time: 56.4969940186, weight_update_time: 0.1235591397, other_time: 2.7787170410
epoch time: 8.3666667938s, input_fired_time: 0.1294394881, output_fired_time: 0.0000000000, propagate_forward_time: 7.7044081688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5328192711
validation[          , genome  4783] predictions:    9633/  10000 (96.33%), best:    9651/10000 (96.51%), error:      1240.34033, best error:      1177.88416 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 99.8550720215s, input_fired_time: 1.0425140858, output_fired_time: 0.9323196411, propagate_forward_time: 37.5086174011, propagate_backward_time: 57.5947799683, weight_update_time: 0.1182977036, other_time: 2.7768440247
epoch time: 8.0498704910s, input_fired_time: 0.1304546148, output_fired_time: 0.0000000000, propagate_forward_time: 7.4239563942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4954595566
validation[          , genome  4783] predictions:    9639/  10000 (96.39%), best:    9651/10000 (96.51%), error:      1234.26636, best error:      1177.88416 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 98.1178131104s, input_fired_time: 1.0185583830, output_fired_time: 0.9115014672, propagate_forward_time: 36.9846954346, propagate_backward_time: 56.4278488159, weight_update_time: 0.1190285608, other_time: 2.7752151489
epoch time: 7.9799232483s, input_fired_time: 0.1278965175, output_fired_time: 0.0000000000, propagate_forward_time: 7.3685479164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834790230
validation[          , genome  4783] predictions:    9630/  10000 (96.30%), best:    9651/10000 (96.51%), error:      1240.35059, best error:      1177.88416 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 98.1565017700s, input_fired_time: 1.0267903805, output_fired_time: 0.8976966143, propagate_forward_time: 36.8722801208, propagate_backward_time: 56.5974617004, weight_update_time: 0.1183388680, other_time: 2.7622756958
epoch time: 8.0642642975s, input_fired_time: 0.1331872195, output_fired_time: 0.0000000000, propagate_forward_time: 7.4244070053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5066699982
validation[          , genome  4783] predictions:    9620/  10000 (96.20%), best:    9651/10000 (96.51%), error:      1218.56567, best error:      1177.88416 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 98.4397583008s, input_fired_time: 1.0107663870, output_fired_time: 0.8990318179, propagate_forward_time: 36.9772682190, propagate_backward_time: 56.8373794556, weight_update_time: 0.1174710467, other_time: 2.7153129578
epoch time: 8.0989513397s, input_fired_time: 0.1331146955, output_fired_time: 0.0000000000, propagate_forward_time: 7.4710774422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4947590828
validation[          , genome  4783] predictions:    9627/  10000 (96.27%), best:    9651/10000 (96.51%), error:      1267.65869, best error:      1177.88416 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 98.0168151855s, input_fired_time: 1.0346988440, output_fired_time: 0.8967532516, propagate_forward_time: 36.8591957092, propagate_backward_time: 56.4239463806, weight_update_time: 0.1185318679, other_time: 2.8022232056
epoch time: 8.0486173630s, input_fired_time: 0.1312666833, output_fired_time: 0.0000000000, propagate_forward_time: 7.4184713364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988794327
validation[          , genome  4783] predictions:    9620/  10000 (96.20%), best:    9651/10000 (96.51%), error:      1259.85754, best error:      1177.88416 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 98.8533020020s, input_fired_time: 1.0350574255, output_fired_time: 0.9049016237, propagate_forward_time: 37.1606178284, propagate_backward_time: 56.9422950745, weight_update_time: 0.1240722314, other_time: 2.8104324341
epoch time: 8.1656742096s, input_fired_time: 0.1358515918, output_fired_time: 0.0000000000, propagate_forward_time: 7.5216822624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5081400871
validation[          , genome  4783] predictions:    9641/  10000 (96.41%), best:    9651/10000 (96.51%), error:      1207.75024, best error:      1177.88416 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 97.6884536743s, input_fired_time: 1.0406547785, output_fired_time: 0.8965724707, propagate_forward_time: 36.7815017700, propagate_backward_time: 56.1758346558, weight_update_time: 0.1200459898, other_time: 2.7938842773
epoch time: 8.0030059814s, input_fired_time: 0.1313040555, output_fired_time: 0.0000000000, propagate_forward_time: 7.3880510330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4836506844
validation[          , genome  4783] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1208.34277, best error:      1177.88416 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 98.6457748413s, input_fired_time: 1.0274832249, output_fired_time: 0.9122654200, propagate_forward_time: 37.0997352600, propagate_backward_time: 56.8559989929, weight_update_time: 0.1184162572, other_time: 2.7502975464
epoch time: 8.0598840714s, input_fired_time: 0.1297271848, output_fired_time: 0.0000000000, propagate_forward_time: 7.4443788528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4857778549
validation[          , genome  4783] predictions:    9646/  10000 (96.46%), best:    9651/10000 (96.51%), error:      1205.33020, best error:      1177.88416 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 97.9615402222s, input_fired_time: 1.0467455387, output_fired_time: 0.9148260355, propagate_forward_time: 36.9019355774, propagate_backward_time: 56.3042678833, weight_update_time: 0.1187106594, other_time: 2.7937660217
epoch time: 7.9506182671s, input_fired_time: 0.1278723180, output_fired_time: 0.0000000000, propagate_forward_time: 7.3262896538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964561462
validation[          , genome  4783] predictions:    9652/  10000 (96.52%), best:    9651/10000 (96.51%), error:      1197.19202, best error:      1177.88416 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 97.6675186157s, input_fired_time: 1.0240255594, output_fired_time: 0.8852934837, propagate_forward_time: 36.8080902100, propagate_backward_time: 56.1884307861, weight_update_time: 0.1180141270, other_time: 2.7616806030
epoch time: 8.0918302536s, input_fired_time: 0.1313768029, output_fired_time: 0.0000000000, propagate_forward_time: 7.4665331841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4939203262
validation[          , genome  4783] predictions:    9619/  10000 (96.19%), best:    9651/10000 (96.51%), error:      1273.54919, best error:      1177.88416 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 97.6832427979s, input_fired_time: 1.0314530134, output_fired_time: 0.8872391582, propagate_forward_time: 36.7541275024, propagate_backward_time: 56.2181739807, weight_update_time: 0.1231237575, other_time: 2.7922477722
epoch time: 8.0683021545s, input_fired_time: 0.1323638856, output_fired_time: 0.0000000000, propagate_forward_time: 7.4447522163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4911861420
validation[          , genome  4783] predictions:    9641/  10000 (96.41%), best:    9651/10000 (96.51%), error:      1213.17151, best error:      1177.88416 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 99.5407333374s, input_fired_time: 1.0260137320, output_fired_time: 0.8973278403, propagate_forward_time: 37.5096702576, propagate_backward_time: 57.2934417725, weight_update_time: 0.1189771071, other_time: 2.8142738342
epoch time: 8.4206247330s, input_fired_time: 0.1518867612, output_fired_time: 0.0000000000, propagate_forward_time: 7.7599110603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088267326
validation[          , genome  4783] predictions:    9663/  10000 (96.63%), best:    9663/10000 (96.63%), error:      1135.28406, best error:      1135.28406 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 98.4831390381s, input_fired_time: 1.0239235163, output_fired_time: 0.8926602006, propagate_forward_time: 37.1197242737, propagate_backward_time: 56.7075386047, weight_update_time: 0.1186508462, other_time: 2.7392883301
epoch time: 8.0665369034s, input_fired_time: 0.1333263963, output_fired_time: 0.0000000000, propagate_forward_time: 7.4432845116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4899258614
validation[          , genome  4783] predictions:    9662/  10000 (96.62%), best:    9663/10000 (96.63%), error:      1162.20972, best error:      1135.28406 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 98.2429275513s, input_fired_time: 1.0212291479, output_fired_time: 0.8900134563, propagate_forward_time: 37.0241432190, propagate_backward_time: 56.5354156494, weight_update_time: 0.1180021465, other_time: 2.7721214294
epoch time: 7.9863305092s, input_fired_time: 0.1306938082, output_fired_time: 0.0000000000, propagate_forward_time: 7.3651905060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4904460907
validation[          , genome  4783] predictions:    9629/  10000 (96.29%), best:    9663/10000 (96.63%), error:      1248.60486, best error:      1135.28406 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 98.5505676270s, input_fired_time: 1.0379048586, output_fired_time: 0.8982558846, propagate_forward_time: 37.1095199585, propagate_backward_time: 56.7450332642, weight_update_time: 0.1192167327, other_time: 2.7598571777
epoch time: 8.0096035004s, input_fired_time: 0.1311751902, output_fired_time: 0.0000000000, propagate_forward_time: 7.3832430840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951853752
validation[          , genome  4783] predictions:    9644/  10000 (96.44%), best:    9663/10000 (96.63%), error:      1183.40833, best error:      1135.28406 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 98.2888336182s, input_fired_time: 1.0299495459, output_fired_time: 0.8962836862, propagate_forward_time: 37.1007347107, propagate_backward_time: 56.5377273560, weight_update_time: 0.1209270209, other_time: 2.7241325378
epoch time: 7.8883700371s, input_fired_time: 0.1295479983, output_fired_time: 0.0000000000, propagate_forward_time: 7.2825903893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762315750
validation[          , genome  4783] predictions:    9647/  10000 (96.47%), best:    9663/10000 (96.63%), error:      1208.23352, best error:      1135.28406 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 98.5983200073s, input_fired_time: 1.0427021980, output_fired_time: 0.8971845508, propagate_forward_time: 37.1502265930, propagate_backward_time: 56.7106170654, weight_update_time: 0.1183125004, other_time: 2.7975883484
epoch time: 7.9939603806s, input_fired_time: 0.1329320669, output_fired_time: 0.0000000000, propagate_forward_time: 7.3707342148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4902939796
validation[          , genome  4783] predictions:    9643/  10000 (96.43%), best:    9663/10000 (96.63%), error:      1181.82837, best error:      1135.28406 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 97.5712356567s, input_fired_time: 1.0244270563, output_fired_time: 0.9043077230, propagate_forward_time: 36.7024421692, propagate_backward_time: 56.1659736633, weight_update_time: 0.1229750887, other_time: 2.7740859985
epoch time: 8.0180444717s, input_fired_time: 0.1304523647, output_fired_time: 0.0000000000, propagate_forward_time: 7.3985233307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4890689850
validation[          , genome  4783] predictions:    9640/  10000 (96.40%), best:    9663/10000 (96.63%), error:      1190.94482, best error:      1135.28406 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 98.3436508179s, input_fired_time: 1.0091372728, output_fired_time: 0.9045456648, propagate_forward_time: 37.0247802734, propagate_backward_time: 56.7167930603, weight_update_time: 0.1222916245, other_time: 2.6883888245
epoch time: 7.9455590248s, input_fired_time: 0.1301605999, output_fired_time: 0.0000000000, propagate_forward_time: 7.3293557167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4860424995
validation[          , genome  4783] predictions:    9660/  10000 (96.60%), best:    9663/10000 (96.63%), error:      1149.29370, best error:      1135.28406 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 97.9567260742s, input_fired_time: 1.0356842279, output_fired_time: 0.8940523863, propagate_forward_time: 36.7520027161, propagate_backward_time: 56.4804382324, weight_update_time: 0.1194299981, other_time: 2.7945518494
epoch time: 8.0911645889s, input_fired_time: 0.1317129135, output_fired_time: 0.0000000000, propagate_forward_time: 7.4648494720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946022034
validation[          , genome  4783] predictions:    9640/  10000 (96.40%), best:    9663/10000 (96.63%), error:      1237.40137, best error:      1135.28406 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 98.2871170044s, input_fired_time: 1.0323126316, output_fired_time: 0.8977771997, propagate_forward_time: 37.0400085449, propagate_backward_time: 56.5568618774, weight_update_time: 0.1187288836, other_time: 2.7601623535
epoch time: 7.9498753548s, input_fired_time: 0.1290855855, output_fired_time: 0.0000000000, propagate_forward_time: 7.3393239975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814658165
validation[          , genome  4783] predictions:    9648/  10000 (96.48%), best:    9663/10000 (96.63%), error:      1169.10913, best error:      1135.28406 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 98.1122894287s, input_fired_time: 1.0236217976, output_fired_time: 0.8950432539, propagate_forward_time: 36.9576644897, propagate_backward_time: 56.5134887695, weight_update_time: 0.1168163568, other_time: 2.7224731445
epoch time: 8.0189599991s, input_fired_time: 0.1361403912, output_fired_time: 0.0000000000, propagate_forward_time: 7.3816313744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011882782
validation[          , genome  4783] predictions:    9632/  10000 (96.32%), best:    9663/10000 (96.63%), error:      1245.38220, best error:      1135.28406 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 100.3115234375s, input_fired_time: 1.0401885509, output_fired_time: 0.9058526754, propagate_forward_time: 37.6676712036, propagate_backward_time: 57.8404579163, weight_update_time: 0.1184043065, other_time: 2.8573493958
epoch time: 8.0471868515s, input_fired_time: 0.1298577040, output_fired_time: 0.0000000000, propagate_forward_time: 7.4198060036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975233078
validation[          , genome  4783] predictions:    9666/  10000 (96.66%), best:    9663/10000 (96.63%), error:      1138.82983, best error:      1135.28406 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 97.6968612671s, input_fired_time: 1.0309107304, output_fired_time: 0.9031709433, propagate_forward_time: 36.7528419495, propagate_backward_time: 56.2503356934, weight_update_time: 0.1182608753, other_time: 2.7596015930
epoch time: 8.1120462418s, input_fired_time: 0.1410786659, output_fired_time: 0.0000000000, propagate_forward_time: 7.4837522507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872155190
validation[          , genome  4783] predictions:    9630/  10000 (96.30%), best:    9663/10000 (96.63%), error:      1264.48743, best error:      1135.28406 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 98.2483520508s, input_fired_time: 1.0496438742, output_fired_time: 0.9072927237, propagate_forward_time: 36.8872489929, propagate_backward_time: 56.6077804565, weight_update_time: 0.1203568578, other_time: 2.7963829041
epoch time: 8.0049810410s, input_fired_time: 0.1396757513, output_fired_time: 0.0000000000, propagate_forward_time: 7.3843421936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4809632301
validation[          , genome  4783] predictions:    9598/  10000 (95.98%), best:    9663/10000 (96.63%), error:      1340.62292, best error:      1135.28406 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 98.7008895874s, input_fired_time: 1.0419197083, output_fired_time: 0.8935704231, propagate_forward_time: 37.1554908752, propagate_backward_time: 56.8209114075, weight_update_time: 0.1236135215, other_time: 2.7889938354
epoch time: 8.0636634827s, input_fired_time: 0.1314714998, output_fired_time: 0.0000000000, propagate_forward_time: 7.4360694885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4961223602
validation[          , genome  4783] predictions:    9661/  10000 (96.61%), best:    9663/10000 (96.63%), error:      1160.04565, best error:      1135.28406 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 97.8323593140s, input_fired_time: 1.0326654911, output_fired_time: 0.8901542425, propagate_forward_time: 36.7018699646, propagate_backward_time: 56.4286613464, weight_update_time: 0.1196171045, other_time: 2.7790069580
epoch time: 8.0527477264s, input_fired_time: 0.1318928152, output_fired_time: 0.0000000000, propagate_forward_time: 7.4278759956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4929790497
validation[          , genome  4783] predictions:    9675/  10000 (96.75%), best:    9675/10000 (96.75%), error:      1125.07239, best error:      1125.07239 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 97.3239898682s, input_fired_time: 1.0365618467, output_fired_time: 0.8906359673, propagate_forward_time: 36.6547889709, propagate_backward_time: 55.9580879211, weight_update_time: 0.1192193553, other_time: 2.7839202881
epoch time: 8.2639598846s, input_fired_time: 0.1320268959, output_fired_time: 0.0000000000, propagate_forward_time: 7.6230983734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088348389
validation[          , genome  4783] predictions:    9642/  10000 (96.42%), best:    9675/10000 (96.75%), error:      1206.81177, best error:      1125.07239 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 99.0045394897s, input_fired_time: 1.0423223972, output_fired_time: 0.9008484483, propagate_forward_time: 37.2143440247, propagate_backward_time: 57.0123901367, weight_update_time: 0.1221590564, other_time: 2.8346366882
epoch time: 8.0399923325s, input_fired_time: 0.1360872835, output_fired_time: 0.0000000000, propagate_forward_time: 7.4191007614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4848041534
validation[          , genome  4783] predictions:    9681/  10000 (96.81%), best:    9675/10000 (96.75%), error:      1127.89453, best error:      1125.07239 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 98.1860580444s, input_fired_time: 1.0161483288, output_fired_time: 0.8948224187, propagate_forward_time: 37.0123519897, propagate_backward_time: 56.5451622009, weight_update_time: 0.1185818389, other_time: 2.7175712585
epoch time: 8.0232315063s, input_fired_time: 0.1300901920, output_fired_time: 0.0000000000, propagate_forward_time: 7.4036827087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4894585609
validation[          , genome  4783] predictions:    9637/  10000 (96.37%), best:    9675/10000 (96.75%), error:      1213.00745, best error:      1125.07239 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 98.4807052612s, input_fired_time: 1.0477802753, output_fired_time: 0.8972957134, propagate_forward_time: 37.0520248413, propagate_backward_time: 56.7278175354, weight_update_time: 0.1178330556, other_time: 2.7557868958
epoch time: 8.0230865479s, input_fired_time: 0.1360256970, output_fired_time: 0.0000000000, propagate_forward_time: 7.3952555656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918050766
validation[          , genome  4783] predictions:    9661/  10000 (96.61%), best:    9675/10000 (96.75%), error:      1156.33716, best error:      1125.07239 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 98.2321548462s, input_fired_time: 1.0314803123, output_fired_time: 0.8993707299, propagate_forward_time: 37.0128097534, propagate_backward_time: 56.5282020569, weight_update_time: 0.1184502468, other_time: 2.7602958679
epoch time: 7.8621644974s, input_fired_time: 0.1321461648, output_fired_time: 0.0000000000, propagate_forward_time: 7.2388043404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4912137985
validation[          , genome  4783] predictions:    9638/  10000 (96.38%), best:    9675/10000 (96.75%), error:      1226.96155, best error:      1125.07239 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 97.7737960815s, input_fired_time: 1.0418739319, output_fired_time: 0.8902106881, propagate_forward_time: 36.7232933044, propagate_backward_time: 56.3607711792, weight_update_time: 0.1180949509, other_time: 2.7576408386
epoch time: 7.9923076630s, input_fired_time: 0.1318337768, output_fired_time: 0.0000000000, propagate_forward_time: 7.3671336174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933404922
validation[          , genome  4783] predictions:    9628/  10000 (96.28%), best:    9675/10000 (96.75%), error:      1222.58203, best error:      1125.07239 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 99.3692169189s, input_fired_time: 1.0555434227, output_fired_time: 0.9250198603, propagate_forward_time: 37.3981018066, propagate_backward_time: 57.1975822449, weight_update_time: 0.1188659966, other_time: 2.7929725647
epoch time: 8.0778532028s, input_fired_time: 0.1355153620, output_fired_time: 0.0000000000, propagate_forward_time: 7.4263825417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5159554482
validation[          , genome  4783] predictions:    9612/  10000 (96.12%), best:    9675/10000 (96.75%), error:      1314.97131, best error:      1125.07239 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 98.2444000244s, input_fired_time: 1.0425686836, output_fired_time: 0.8932638764, propagate_forward_time: 36.8790473938, propagate_backward_time: 56.6475219727, weight_update_time: 0.1186549664, other_time: 2.7819938660
epoch time: 8.0853338242s, input_fired_time: 0.1326004863, output_fired_time: 0.0000000000, propagate_forward_time: 7.4629459381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4897875786
validation[          , genome  4783] predictions:    9646/  10000 (96.46%), best:    9675/10000 (96.75%), error:      1166.40369, best error:      1125.07239 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 97.5104827881s, input_fired_time: 1.0359382629, output_fired_time: 0.8958603740, propagate_forward_time: 36.7131996155, propagate_backward_time: 56.1046867371, weight_update_time: 0.1188752502, other_time: 2.7608032227
epoch time: 7.9481310844s, input_fired_time: 0.1352112889, output_fired_time: 0.0000000000, propagate_forward_time: 7.3221454620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4907741547
validation[          , genome  4783] predictions:    9658/  10000 (96.58%), best:    9675/10000 (96.75%), error:      1153.31055, best error:      1125.07239 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 96.8455505371s, input_fired_time: 1.0309031010, output_fired_time: 0.8899919391, propagate_forward_time: 36.3926315308, propagate_backward_time: 55.7596130371, weight_update_time: 0.1180761606, other_time: 2.7724075317
epoch time: 8.2064752579s, input_fired_time: 0.1451773047, output_fired_time: 0.0000000000, propagate_forward_time: 7.5629758835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983224869
validation[          , genome  4783] predictions:    9661/  10000 (96.61%), best:    9675/10000 (96.75%), error:      1149.32031, best error:      1125.07239 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 97.9166259766s, input_fired_time: 1.0381480455, output_fired_time: 0.9005953074, propagate_forward_time: 36.7957115173, propagate_backward_time: 56.3966979980, weight_update_time: 0.1186589748, other_time: 2.7854728699
epoch time: 7.9670262337s, input_fired_time: 0.1328730881, output_fired_time: 0.0000000000, propagate_forward_time: 7.3488421440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4853110313
validation[          , genome  4783] predictions:    9668/  10000 (96.68%), best:    9675/10000 (96.75%), error:      1150.67725, best error:      1125.07239 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 98.0071716309s, input_fired_time: 1.0387215614, output_fired_time: 0.8969051838, propagate_forward_time: 36.8455696106, propagate_backward_time: 56.4547767639, weight_update_time: 0.1194002330, other_time: 2.7712020874
epoch time: 8.0869255066s, input_fired_time: 0.1340496689, output_fired_time: 0.0000000000, propagate_forward_time: 7.4585886002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942870140
validation[          , genome  4783] predictions:    9650/  10000 (96.50%), best:    9675/10000 (96.75%), error:      1201.98181, best error:      1125.07239 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 99.0867004395s, input_fired_time: 1.0396581888, output_fired_time: 0.9351400733, propagate_forward_time: 37.2490653992, propagate_backward_time: 57.0673408508, weight_update_time: 0.1191055253, other_time: 2.7954940796
epoch time: 7.9792046547s, input_fired_time: 0.1366790086, output_fired_time: 0.0000000000, propagate_forward_time: 7.3527727127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4897527695
validation[          , genome  4783] predictions:    9654/  10000 (96.54%), best:    9675/10000 (96.75%), error:      1173.01392, best error:      1125.07239 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 97.6951599121s, input_fired_time: 1.0363823175, output_fired_time: 0.8940386772, propagate_forward_time: 36.7746009827, propagate_backward_time: 56.2283554077, weight_update_time: 0.1185783297, other_time: 2.7617835999
epoch time: 8.1173868179s, input_fired_time: 0.1389608830, output_fired_time: 0.0000000000, propagate_forward_time: 7.4837608337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946651459
validation[          , genome  4783] predictions:    9654/  10000 (96.54%), best:    9675/10000 (96.75%), error:      1160.16748, best error:      1125.07239 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 98.0246124268s, input_fired_time: 1.0451976061, output_fired_time: 0.9006156325, propagate_forward_time: 36.9049835205, propagate_backward_time: 56.4072074890, weight_update_time: 0.1185991541, other_time: 2.7666130066
epoch time: 8.0979547501s, input_fired_time: 0.1324747056, output_fired_time: 0.0000000000, propagate_forward_time: 7.4676637650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978160858
validation[          , genome  4783] predictions:    9669/  10000 (96.69%), best:    9675/10000 (96.75%), error:      1138.85767, best error:      1125.07239 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 98.1196212769s, input_fired_time: 1.0429137945, output_fired_time: 0.9105541110, propagate_forward_time: 36.9080009460, propagate_backward_time: 56.5057868958, weight_update_time: 0.1184810773, other_time: 2.7523651123
epoch time: 7.9608001709s, input_fired_time: 0.1357854754, output_fired_time: 0.0000000000, propagate_forward_time: 7.3335499763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4914646149
validation[          , genome  4783] predictions:    9660/  10000 (96.60%), best:    9675/10000 (96.75%), error:      1154.38843, best error:      1125.07239 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 98.3772354126s, input_fired_time: 1.0379014015, output_fired_time: 0.9036145210, propagate_forward_time: 37.0405426025, propagate_backward_time: 56.6278610229, weight_update_time: 0.1237997413, other_time: 2.7673110962
epoch time: 8.0007629395s, input_fired_time: 0.1356228739, output_fired_time: 0.0000000000, propagate_forward_time: 7.3719601631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931797981
validation[          , genome  4783] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1124.55371, best error:      1124.55371 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 98.8812942505s, input_fired_time: 1.0308314562, output_fired_time: 0.9036734104, propagate_forward_time: 37.2838172913, propagate_backward_time: 56.9230041504, weight_update_time: 0.1193089485, other_time: 2.7399711609
epoch time: 8.3210420609s, input_fired_time: 0.1325279921, output_fired_time: 0.0000000000, propagate_forward_time: 7.6738443375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146694183
validation[          , genome  4783] predictions:    9654/  10000 (96.54%), best:    9677/10000 (96.77%), error:      1172.41785, best error:      1124.55371 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 99.1076812744s, input_fired_time: 1.0459228754, output_fired_time: 0.9146443605, propagate_forward_time: 37.3696327209, propagate_backward_time: 56.9718818665, weight_update_time: 0.1201919168, other_time: 2.8056030273
epoch time: 7.9575567245s, input_fired_time: 0.1357498765, output_fired_time: 0.0000000000, propagate_forward_time: 7.3433876038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4784193039
validation[          , genome  4783] predictions:    9651/  10000 (96.51%), best:    9677/10000 (96.77%), error:      1162.99939, best error:      1124.55371 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 98.4951858521s, input_fired_time: 1.0642218590, output_fired_time: 0.8908598423, propagate_forward_time: 37.0596427917, propagate_backward_time: 56.7500839233, weight_update_time: 0.1177930534, other_time: 2.7303733826
epoch time: 7.8343496323s, input_fired_time: 0.1341644973, output_fired_time: 0.0000000000, propagate_forward_time: 7.1971840858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5030012131
validation[          , genome  4783] predictions:    9655/  10000 (96.55%), best:    9677/10000 (96.77%), error:      1180.30066, best error:      1124.55371 on epoch:    97, 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: 40.0570144653s, input_fired_time: 0.6797469258, output_fired_time: 0.0000000000, propagate_forward_time: 36.7424201965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6348457336
best training[          , genome  4783] predictions:   49113/  50000 (98.23%), best:    9677/10000 (96.77%), error:      3258.09961, best error:      1124.55371 on epoch:    97, 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: 7.9499588013s, input_fired_time: 0.1321696043, output_fired_time: 0.0000000000, propagate_forward_time: 7.3390641212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4787249565
   testing[          , genome  4783] predictions:    9723/  10000 (97.23%), best:    9677/10000 (96.77%), error:       943.58618, best error:      1124.55371 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:41:22 (5560): called boinc_finish(0)

</stderr_txt>
]]>