Nameexact_genome_1512568488_43_7048_0
Workunit2606554
Created7 Dec 2017, 23:35:07 UTC
Sent7 Dec 2017, 23:41:26 UTC
Report deadline22 Dec 2017, 8:46:33 UTC
Received8 Dec 2017, 11:05:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time4 hours 7 min 36 sec
CPU time4 hours 7 min 36 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.68 MB
Peak swap size154.50 MB
Peak disk usage1.50 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
302, weight_update_time: 0.1233665124, other_time: 2.5026321411
epoch time: 11.2404918671s, input_fired_time: 0.1717106551, output_fired_time: 0.0000000000, propagate_forward_time: 10.6378898621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308910370
validation[          , genome  7048] predictions:    9737/  10000 (97.37%), best:    9789/10000 (97.89%), error:       842.88495, best error:       713.89520 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 134.7563934326s, input_fired_time: 1.6144341230, output_fired_time: 1.0248103142, propagate_forward_time: 53.8315200806, propagate_backward_time: 75.7093582153, weight_update_time: 0.1244050711, other_time: 2.5762634277
epoch time: 11.3617458344s, input_fired_time: 0.1693642884, output_fired_time: 0.0000000000, propagate_forward_time: 10.7486314774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4437503815
validation[          , genome  7048] predictions:    9787/  10000 (97.87%), best:    9789/10000 (97.89%), error:       725.03955, best error:       713.89520 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 135.0227661133s, input_fired_time: 1.6014885902, output_fired_time: 1.0175276995, propagate_forward_time: 53.8809623718, propagate_backward_time: 75.9623336792, weight_update_time: 0.1240324676, other_time: 2.5604476929
epoch time: 11.4886617661s, input_fired_time: 0.1704850495, output_fired_time: 0.0000000000, propagate_forward_time: 10.8818607330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363155365
validation[          , genome  7048] predictions:    9773/  10000 (97.73%), best:    9789/10000 (97.89%), error:       749.11053, best error:       713.89520 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 135.1396942139s, input_fired_time: 1.5964908600, output_fired_time: 1.0223673582, propagate_forward_time: 53.8700866699, propagate_backward_time: 76.1337051392, weight_update_time: 0.1238346621, other_time: 2.5170364380
epoch time: 11.2723464966s, input_fired_time: 0.1687593162, output_fired_time: 0.0000000000, propagate_forward_time: 10.6768503189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267368317
validation[          , genome  7048] predictions:    9746/  10000 (97.46%), best:    9789/10000 (97.89%), error:       819.91577, best error:       713.89520 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 136.7238311768s, input_fired_time: 1.6222194433, output_fired_time: 1.0284711123, propagate_forward_time: 54.5206642151, propagate_backward_time: 76.9849014282, weight_update_time: 0.1266291887, other_time: 2.5675735474
epoch time: 11.5785217285s, input_fired_time: 0.1758316606, output_fired_time: 0.0000000000, propagate_forward_time: 10.9584436417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442462921
validation[          , genome  7048] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       699.73804, best error:       699.73804 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 134.5713195801s, input_fired_time: 1.5957320929, output_fired_time: 1.0160931349, propagate_forward_time: 53.6385879517, propagate_backward_time: 75.8523712158, weight_update_time: 0.1204214990, other_time: 2.4685287476
epoch time: 11.2116231918s, input_fired_time: 0.1658809930, output_fired_time: 0.0000000000, propagate_forward_time: 10.6278657913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178762436
validation[          , genome  7048] predictions:    9753/  10000 (97.53%), best:    9792/10000 (97.92%), error:       777.44147, best error:       699.73804 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 134.9645843506s, input_fired_time: 1.6032234430, output_fired_time: 1.0155965090, propagate_forward_time: 53.8615646362, propagate_backward_time: 76.0433654785, weight_update_time: 0.1209203750, other_time: 2.4408340454
epoch time: 11.5637941360s, input_fired_time: 0.1719542593, output_fired_time: 0.0000000000, propagate_forward_time: 10.9597797394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4320602417
validation[          , genome  7048] predictions:    9780/  10000 (97.80%), best:    9792/10000 (97.92%), error:       735.40729, best error:       699.73804 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 139.1463775635s, input_fired_time: 1.6739075184, output_fired_time: 1.0369236469, propagate_forward_time: 55.5178413391, propagate_backward_time: 78.2505645752, weight_update_time: 0.1323211640, other_time: 2.6671447754
epoch time: 11.2544012070s, input_fired_time: 0.1769895256, output_fired_time: 0.0000000000, propagate_forward_time: 10.6356086731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418029785
validation[          , genome  7048] predictions:    9785/  10000 (97.85%), best:    9792/10000 (97.92%), error:       742.45142, best error:       699.73804 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 135.1057739258s, input_fired_time: 1.6159950495, output_fired_time: 1.0077337027, propagate_forward_time: 53.8996658325, propagate_backward_time: 76.0536651611, weight_update_time: 0.1255752742, other_time: 2.5287094116
epoch time: 11.2565851212s, input_fired_time: 0.1773936749, output_fired_time: 0.0000000000, propagate_forward_time: 10.6389408112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402503967
validation[          , genome  7048] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       652.82074, best error:       652.82074 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 137.3812561035s, input_fired_time: 1.6592228413, output_fired_time: 1.0270497799, propagate_forward_time: 54.7860717773, propagate_backward_time: 77.2518310547, weight_update_time: 0.1313266903, other_time: 2.6570739746
epoch time: 11.2608184814s, input_fired_time: 0.1785216630, output_fired_time: 0.0000000000, propagate_forward_time: 10.6413164139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409799576
validation[          , genome  7048] predictions:    9764/  10000 (97.64%), best:    9809/10000 (98.09%), error:       727.77850, best error:       652.82074 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 136.5156860352s, input_fired_time: 1.6563712358, output_fired_time: 1.0271844864, propagate_forward_time: 54.4300880432, propagate_backward_time: 76.7576599121, weight_update_time: 0.1306022108, other_time: 2.6443786621
epoch time: 11.5242538452s, input_fired_time: 0.1700755656, output_fired_time: 0.0000000000, propagate_forward_time: 10.9268360138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273424149
validation[          , genome  7048] predictions:    9794/  10000 (97.94%), best:    9809/10000 (98.09%), error:       692.38281, best error:       652.82074 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 138.2624053955s, input_fired_time: 1.6274799109, output_fired_time: 1.0308320522, propagate_forward_time: 55.2416915894, propagate_backward_time: 77.8815002441, weight_update_time: 0.1223056242, other_time: 2.4808883667
epoch time: 11.7028465271s, input_fired_time: 0.1738937199, output_fired_time: 0.0000000000, propagate_forward_time: 11.0926952362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362573624
validation[          , genome  7048] predictions:    9742/  10000 (97.42%), best:    9809/10000 (98.09%), error:       804.69116, best error:       652.82074 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 134.2747802734s, input_fired_time: 1.6073839664, output_fired_time: 1.0022345781, propagate_forward_time: 53.5989761353, propagate_backward_time: 75.6456298828, weight_update_time: 0.1189331040, other_time: 2.4205551147
epoch time: 11.2356233597s, input_fired_time: 0.1684477329, output_fired_time: 0.0000000000, propagate_forward_time: 10.6490068436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4181690216
validation[          , genome  7048] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       632.24744, best error:       632.24744 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 133.7247467041s, input_fired_time: 1.6057326794, output_fired_time: 1.0051503181, propagate_forward_time: 53.3491096497, propagate_backward_time: 75.3294601440, weight_update_time: 0.1206324100, other_time: 2.4352951050
epoch time: 11.2958946228s, input_fired_time: 0.1681063473, output_fired_time: 0.0000000000, propagate_forward_time: 10.7089290619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188594818
validation[          , genome  7048] predictions:    9791/  10000 (97.91%), best:    9805/10000 (98.05%), error:       672.10669, best error:       632.24744 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 133.7055969238s, input_fired_time: 1.5891152620, output_fired_time: 1.0060625076, propagate_forward_time: 53.3385009766, propagate_backward_time: 75.3715286255, weight_update_time: 0.1179679036, other_time: 2.4003982544
epoch time: 11.2346401215s, input_fired_time: 0.1701469570, output_fired_time: 0.0000000000, propagate_forward_time: 10.6435699463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209232330
validation[          , genome  7048] predictions:    9765/  10000 (97.65%), best:    9805/10000 (98.05%), error:       723.10840, best error:       632.24744 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 135.9192047119s, input_fired_time: 1.6285830736, output_fired_time: 1.0246876478, propagate_forward_time: 54.2288475037, propagate_backward_time: 76.5231323242, weight_update_time: 0.1241328567, other_time: 2.5139465332
epoch time: 11.7020092010s, input_fired_time: 0.1821819693, output_fired_time: 0.0000000000, propagate_forward_time: 11.0643577576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4554691315
validation[          , genome  7048] predictions:    9793/  10000 (97.93%), best:    9805/10000 (98.05%), error:       652.41821, best error:       632.24744 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 138.4567260742s, input_fired_time: 1.6699062586, output_fired_time: 1.0331408978, propagate_forward_time: 55.2690010071, propagate_backward_time: 77.8361511230, weight_update_time: 0.1331550777, other_time: 2.6485290527
epoch time: 11.3054227829s, input_fired_time: 0.1795753241, output_fired_time: 0.0000000000, propagate_forward_time: 10.6831302643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427175522
validation[          , genome  7048] predictions:    9771/  10000 (97.71%), best:    9805/10000 (98.05%), error:       780.00775, best error:       632.24744 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 135.1419067383s, input_fired_time: 1.6486061811, output_fired_time: 1.0139495134, propagate_forward_time: 53.7697219849, propagate_backward_time: 76.0825347900, weight_update_time: 0.1303546727, other_time: 2.6270980835
epoch time: 11.2594556808s, input_fired_time: 0.1783277541, output_fired_time: 0.0000000000, propagate_forward_time: 10.6401052475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410228729
validation[          , genome  7048] predictions:    9797/  10000 (97.97%), best:    9805/10000 (98.05%), error:       720.31458, best error:       632.24744 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 137.4717864990s, input_fired_time: 1.6668472290, output_fired_time: 1.0277324915, propagate_forward_time: 54.8245048523, propagate_backward_time: 77.3152465820, weight_update_time: 0.1321879774, other_time: 2.6374511719
epoch time: 11.2804241180s, input_fired_time: 0.1795913726, output_fired_time: 0.0000000000, propagate_forward_time: 10.6629152298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379177094
validation[          , genome  7048] predictions:    9777/  10000 (97.77%), best:    9805/10000 (98.05%), error:       756.83234, best error:       632.24744 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 139.3666381836s, input_fired_time: 1.6822800636, output_fired_time: 1.0372565985, propagate_forward_time: 55.6699905396, propagate_backward_time: 78.2969436646, weight_update_time: 0.1335357577, other_time: 2.6801605225
epoch time: 12.0966262817s, input_fired_time: 0.1822724789, output_fired_time: 0.0000000000, propagate_forward_time: 11.4575433731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4568099976
validation[          , genome  7048] predictions:    9722/  10000 (97.22%), best:    9805/10000 (98.05%), error:       920.01703, best error:       632.24744 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 138.2348022461s, input_fired_time: 1.6715283394, output_fired_time: 1.0296156406, propagate_forward_time: 55.1980819702, propagate_backward_time: 77.6827468872, weight_update_time: 0.1325614750, other_time: 2.6528320312
epoch time: 11.7680940628s, input_fired_time: 0.1841623485, output_fired_time: 0.0000000000, propagate_forward_time: 11.1321363449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4517955780
validation[          , genome  7048] predictions:    9772/  10000 (97.72%), best:    9805/10000 (98.05%), error:       733.55798, best error:       632.24744 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 135.5592041016s, input_fired_time: 1.6606512070, output_fired_time: 1.0163444281, propagate_forward_time: 54.0402297974, propagate_backward_time: 76.1886138916, weight_update_time: 0.1304607540, other_time: 2.6533737183
epoch time: 11.2511816025s, input_fired_time: 0.1780234426, output_fired_time: 0.0000000000, propagate_forward_time: 10.6351680756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379901886
validation[          , genome  7048] predictions:    9814/  10000 (98.14%), best:    9805/10000 (98.05%), error:       645.83734, best error:       632.24744 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 133.7517547607s, input_fired_time: 1.6554882526, output_fired_time: 1.0017068386, propagate_forward_time: 53.2523269653, propagate_backward_time: 75.2268981934, weight_update_time: 0.1306243837, other_time: 2.6153335571
epoch time: 11.2555122375s, input_fired_time: 0.1807558239, output_fired_time: 0.0000000000, propagate_forward_time: 10.6360998154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386568069
validation[          , genome  7048] predictions:    9764/  10000 (97.64%), best:    9805/10000 (98.05%), error:       800.76355, best error:       632.24744 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 135.7850036621s, input_fired_time: 1.6699120998, output_fired_time: 1.0153435469, propagate_forward_time: 54.1561088562, propagate_backward_time: 76.2980728149, weight_update_time: 0.1321768761, other_time: 2.6455612183
epoch time: 11.2658987045s, input_fired_time: 0.1801491529, output_fired_time: 0.0000000000, propagate_forward_time: 10.6441364288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416131973
validation[          , genome  7048] predictions:    9797/  10000 (97.97%), best:    9805/10000 (98.05%), error:       665.57642, best error:       632.24744 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 136.5722808838s, input_fired_time: 1.6847828627, output_fired_time: 1.0265676975, propagate_forward_time: 54.4123725891, propagate_backward_time: 76.7789916992, weight_update_time: 0.1319693327, other_time: 2.6695709229
epoch time: 11.3439455032s, input_fired_time: 0.1766377538, output_fired_time: 0.0000000000, propagate_forward_time: 10.7282314301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4390764236
validation[          , genome  7048] predictions:    9753/  10000 (97.53%), best:    9805/10000 (98.05%), error:       856.39868, best error:       632.24744 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 134.7888946533s, input_fired_time: 1.6695073843, output_fired_time: 1.0100229979, propagate_forward_time: 53.6988563538, propagate_backward_time: 75.7849349976, weight_update_time: 0.1309093237, other_time: 2.6255722046
epoch time: 11.3488397598s, input_fired_time: 0.1816728264, output_fired_time: 0.0000000000, propagate_forward_time: 10.7185506821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486160278
validation[          , genome  7048] predictions:    9811/  10000 (98.11%), best:    9805/10000 (98.05%), error:       647.77557, best error:       632.24744 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 133.8836364746s, input_fired_time: 1.6635069847, output_fired_time: 1.0067957640, propagate_forward_time: 53.2787361145, propagate_backward_time: 75.3251190186, weight_update_time: 0.1314702034, other_time: 2.6094818115
epoch time: 11.3165330887s, input_fired_time: 0.1811765879, output_fired_time: 0.0000000000, propagate_forward_time: 10.6869297028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484272003
validation[          , genome  7048] predictions:    9793/  10000 (97.93%), best:    9805/10000 (98.05%), error:       656.95349, best error:       632.24744 on epoch:    26, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 133.6875610352s, input_fired_time: 1.6680738926, output_fired_time: 1.0028775930, propagate_forward_time: 53.2360954285, propagate_backward_time: 75.1690902710, weight_update_time: 0.1315876991, other_time: 2.6114120483
epoch time: 11.2617177963s, input_fired_time: 0.1810637414, output_fired_time: 0.0000000000, propagate_forward_time: 10.6396427155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410114288
validation[          , genome  7048] predictions:    9815/  10000 (98.15%), best:    9815/10000 (98.15%), error:       622.89398, best error:       622.89398 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 134.4718780518s, input_fired_time: 1.6693793535, output_fired_time: 1.0085600615, propagate_forward_time: 53.6101226807, propagate_backward_time: 75.5615615845, weight_update_time: 0.1307025999, other_time: 2.6222610474
epoch time: 11.2619218826s, input_fired_time: 0.1812832206, output_fired_time: 0.0000000000, propagate_forward_time: 10.6392154694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4414234161
validation[          , genome  7048] predictions:    9804/  10000 (98.04%), best:    9815/10000 (98.15%), error:       695.02081, best error:       622.89398 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 134.1939544678s, input_fired_time: 1.6712794304, output_fired_time: 1.0049551725, propagate_forward_time: 53.4470100403, propagate_backward_time: 75.4477767944, weight_update_time: 0.1310305893, other_time: 2.6229324341
epoch time: 11.2616262436s, input_fired_time: 0.1800149828, output_fired_time: 0.0000000000, propagate_forward_time: 10.6401567459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4414548874
validation[          , genome  7048] predictions:    9795/  10000 (97.95%), best:    9815/10000 (98.15%), error:       683.18866, best error:       622.89398 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 134.5593109131s, input_fired_time: 1.6747783422, output_fired_time: 1.0089271069, propagate_forward_time: 53.6461257935, propagate_backward_time: 75.6044082642, weight_update_time: 0.1306433976, other_time: 2.6250762939
epoch time: 11.2557649612s, input_fired_time: 0.1803403944, output_fired_time: 0.0000000000, propagate_forward_time: 10.6393814087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4360427856
validation[          , genome  7048] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       608.15521, best error:       608.15521 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 133.8074645996s, input_fired_time: 1.6694937944, output_fired_time: 1.0025529861, propagate_forward_time: 53.3137245178, propagate_backward_time: 75.2336883545, weight_update_time: 0.1303863972, other_time: 2.5880126953
epoch time: 11.2516527176s, input_fired_time: 0.1804478019, output_fired_time: 0.0000000000, propagate_forward_time: 10.6358013153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354038239
validation[          , genome  7048] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       618.33862, best error:       608.15521 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 135.7115325928s, input_fired_time: 1.6844124794, output_fired_time: 1.0140753984, propagate_forward_time: 54.1172676086, propagate_backward_time: 76.2611465454, weight_update_time: 0.1314346045, other_time: 2.6346359253
epoch time: 11.2785778046s, input_fired_time: 0.1820977628, output_fired_time: 0.0000000000, propagate_forward_time: 10.6553440094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411363602
validation[          , genome  7048] predictions:    9835/  10000 (98.35%), best:    9835/10000 (98.35%), error:       573.89594, best error:       573.89594 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 134.3773651123s, input_fired_time: 1.6730402708, output_fired_time: 1.0074107647, propagate_forward_time: 53.5357208252, propagate_backward_time: 75.5371017456, weight_update_time: 0.1310729831, other_time: 2.6240921021
epoch time: 11.5859718323s, input_fired_time: 0.1858107746, output_fired_time: 0.0000000000, propagate_forward_time: 10.9477548599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524059296
validation[          , genome  7048] predictions:    9794/  10000 (97.94%), best:    9835/10000 (98.35%), error:       672.95184, best error:       573.89594 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 136.3156127930s, input_fired_time: 1.6951245070, output_fired_time: 1.0262372494, propagate_forward_time: 54.2793693542, propagate_backward_time: 76.6764678955, weight_update_time: 0.1318405718, other_time: 2.6384124756
epoch time: 11.5031099319s, input_fired_time: 0.1914484501, output_fired_time: 0.0000000000, propagate_forward_time: 10.8545265198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4571352005
validation[          , genome  7048] predictions:    9781/  10000 (97.81%), best:    9835/10000 (98.35%), error:       755.13623, best error:       573.89594 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 135.8881378174s, input_fired_time: 1.6917433739, output_fired_time: 1.0291993618, propagate_forward_time: 54.0563087463, propagate_backward_time: 76.4642105103, weight_update_time: 0.1315020770, other_time: 2.6466751099
epoch time: 11.7542972565s, input_fired_time: 0.1864995211, output_fired_time: 0.0000000000, propagate_forward_time: 11.1163616180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514360428
validation[          , genome  7048] predictions:    9783/  10000 (97.83%), best:    9835/10000 (98.35%), error:       681.56726, best error:       573.89594 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 135.6295928955s, input_fired_time: 1.6805940866, output_fired_time: 1.0201542377, propagate_forward_time: 54.0340347290, propagate_backward_time: 76.2063674927, weight_update_time: 0.1325177997, other_time: 2.6884460449
epoch time: 11.2715568542s, input_fired_time: 0.1817845106, output_fired_time: 0.0000000000, propagate_forward_time: 10.6513299942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4384422302
validation[          , genome  7048] predictions:    9817/  10000 (98.17%), best:    9835/10000 (98.35%), error:       632.05188, best error:       573.89594 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 134.0513916016s, input_fired_time: 1.6680049896, output_fired_time: 1.0092960596, propagate_forward_time: 53.3275985718, propagate_backward_time: 75.4320449829, weight_update_time: 0.1310418397, other_time: 2.6144561768
epoch time: 11.2659530640s, input_fired_time: 0.1809591651, output_fired_time: 0.0000000000, propagate_forward_time: 10.6442146301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407796860
validation[          , genome  7048] predictions:    9803/  10000 (98.03%), best:    9835/10000 (98.35%), error:       641.35846, best error:       573.89594 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 134.3394622803s, input_fired_time: 1.6665638685, output_fired_time: 1.0077873468, propagate_forward_time: 53.5052833557, propagate_backward_time: 75.5578918457, weight_update_time: 0.1306316853, other_time: 2.6019439697
epoch time: 11.2721853256s, input_fired_time: 0.1819200367, output_fired_time: 0.0000000000, propagate_forward_time: 10.6512279510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4390373230
validation[          , genome  7048] predictions:    9798/  10000 (97.98%), best:    9835/10000 (98.35%), error:       661.70831, best error:       573.89594 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 133.9687347412s, input_fired_time: 1.6592108011, output_fired_time: 1.0046584606, propagate_forward_time: 53.3648834229, propagate_backward_time: 75.3335037231, weight_update_time: 0.1323287040, other_time: 2.6064834595
epoch time: 11.2509813309s, input_fired_time: 0.1787076592, output_fired_time: 0.0000000000, propagate_forward_time: 10.6369571686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353160858
validation[          , genome  7048] predictions:    9821/  10000 (98.21%), best:    9835/10000 (98.35%), error:       618.69672, best error:       573.89594 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 134.1926879883s, input_fired_time: 1.6470824480, output_fired_time: 1.0077328682, propagate_forward_time: 53.3710365295, propagate_backward_time: 75.5718383789, weight_update_time: 0.1322587729, other_time: 2.5950012207
epoch time: 11.2751560211s, input_fired_time: 0.1802897751, output_fired_time: 0.0000000000, propagate_forward_time: 10.6532468796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416189194
validation[          , genome  7048] predictions:    9763/  10000 (97.63%), best:    9835/10000 (98.35%), error:       776.69342, best error:       573.89594 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 133.8224945068s, input_fired_time: 1.6623095274, output_fired_time: 1.0057094097, propagate_forward_time: 53.2599830627, propagate_backward_time: 75.2899475098, weight_update_time: 0.1312943995, other_time: 2.6045532227
epoch time: 11.3746414185s, input_fired_time: 0.1806455851, output_fired_time: 0.0000000000, propagate_forward_time: 10.7530984879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408969879
validation[          , genome  7048] predictions:    9818/  10000 (98.18%), best:    9835/10000 (98.35%), error:       630.73169, best error:       573.89594 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 134.9927520752s, input_fired_time: 1.6703741550, output_fired_time: 1.0131081343, propagate_forward_time: 53.8387069702, propagate_backward_time: 75.8639907837, weight_update_time: 0.1310431808, other_time: 2.6065673828
epoch time: 11.3424968719s, input_fired_time: 0.1816804707, output_fired_time: 0.0000000000, propagate_forward_time: 10.7148885727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459276199
validation[          , genome  7048] predictions:    9828/  10000 (98.28%), best:    9835/10000 (98.35%), error:       611.51025, best error:       573.89594 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 134.0794982910s, input_fired_time: 1.6642314196, output_fired_time: 1.0060458183, propagate_forward_time: 53.4255599976, propagate_backward_time: 75.4198150635, weight_update_time: 0.1310285777, other_time: 2.5638504028
epoch time: 11.2473125458s, input_fired_time: 0.1791823953, output_fired_time: 0.0000000000, propagate_forward_time: 10.6366147995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315156937
validation[          , genome  7048] predictions:    9802/  10000 (98.02%), best:    9835/10000 (98.35%), error:       659.16974, best error:       573.89594 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 134.0399475098s, input_fired_time: 1.6705210209, output_fired_time: 1.0052900314, propagate_forward_time: 53.3695602417, propagate_backward_time: 75.4112396240, weight_update_time: 0.1315435618, other_time: 2.5833358765
epoch time: 11.2605447769s, input_fired_time: 0.1809576154, output_fired_time: 0.0000000000, propagate_forward_time: 10.6495046616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4300823212
validation[          , genome  7048] predictions:    9824/  10000 (98.24%), best:    9824/10000 (98.24%), error:       567.10986, best error:       567.10986 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 133.7786254883s, input_fired_time: 1.6673525572, output_fired_time: 1.0039921999, propagate_forward_time: 53.2588119507, propagate_backward_time: 75.2680816650, weight_update_time: 0.1315465868, other_time: 2.5803756714
epoch time: 11.2449150085s, input_fired_time: 0.1804808676, output_fired_time: 0.0000000000, propagate_forward_time: 10.6338024139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4306316376
validation[          , genome  7048] predictions:    9804/  10000 (98.04%), best:    9824/10000 (98.24%), error:       625.60376, best error:       567.10986 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 134.2299652100s, input_fired_time: 1.6720306873, output_fired_time: 1.0066195726, propagate_forward_time: 53.4811019897, propagate_backward_time: 75.4938659668, weight_update_time: 0.1311598569, other_time: 2.5763473511
epoch time: 11.3049869537s, input_fired_time: 0.1812816709, output_fired_time: 0.0000000000, propagate_forward_time: 10.6837177277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399871826
validation[          , genome  7048] predictions:    9826/  10000 (98.26%), best:    9826/10000 (98.26%), error:       545.59216, best error:       545.59216 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 133.6784057617s, input_fired_time: 1.6672477722, output_fired_time: 1.0019565821, propagate_forward_time: 53.2496795654, propagate_backward_time: 75.2012405396, weight_update_time: 0.1305044889, other_time: 2.5582809448
epoch time: 11.2614583969s, input_fired_time: 0.1841465831, output_fired_time: 0.0000000000, propagate_forward_time: 10.6430883408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4342231750
validation[          , genome  7048] predictions:    9766/  10000 (97.66%), best:    9826/10000 (98.26%), error:       808.79224, best error:       545.59216 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 134.7395935059s, input_fired_time: 1.6758933067, output_fired_time: 1.0084820986, propagate_forward_time: 53.6530189514, propagate_backward_time: 75.8244552612, weight_update_time: 0.1309047192, other_time: 2.5777511597
epoch time: 11.2808275223s, input_fired_time: 0.1824452430, output_fired_time: 0.0000000000, propagate_forward_time: 10.6609802246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374017715
validation[          , genome  7048] predictions:    9795/  10000 (97.95%), best:    9826/10000 (98.26%), error:       675.35010, best error:       545.59216 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 134.7609405518s, input_fired_time: 1.6716574430, output_fired_time: 1.0107026100, propagate_forward_time: 53.6597747803, propagate_backward_time: 75.8561325073, weight_update_time: 0.1314438134, other_time: 2.5626754761
epoch time: 11.2748908997s, input_fired_time: 0.1804830879, output_fired_time: 0.0000000000, propagate_forward_time: 10.6627807617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316272736
validation[          , genome  7048] predictions:    9801/  10000 (98.01%), best:    9826/10000 (98.26%), error:       650.71143, best error:       545.59216 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 133.7796478271s, input_fired_time: 1.6695986986, output_fired_time: 1.0032265186, propagate_forward_time: 53.2939758301, propagate_backward_time: 75.2375259399, weight_update_time: 0.1310398877, other_time: 2.5753250122
epoch time: 11.3901519775s, input_fired_time: 0.1844736189, output_fired_time: 0.0000000000, propagate_forward_time: 10.7691259384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365520477
validation[          , genome  7048] predictions:    9805/  10000 (98.05%), best:    9826/10000 (98.26%), error:       646.02722, best error:       545.59216 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 134.4264526367s, input_fired_time: 1.6620185375, output_fired_time: 1.0117224455, propagate_forward_time: 53.5509300232, propagate_backward_time: 75.6090164185, weight_update_time: 0.1317084730, other_time: 2.5927658081
epoch time: 11.2554922104s, input_fired_time: 0.1806998849, output_fired_time: 0.0000000000, propagate_forward_time: 10.6372680664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375238419
validation[          , genome  7048] predictions:    9807/  10000 (98.07%), best:    9826/10000 (98.26%), error:       662.95593, best error:       545.59216 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 133.6710968018s, input_fired_time: 1.6645214558, output_fired_time: 1.0011143684, propagate_forward_time: 53.2375297546, propagate_backward_time: 75.2277526855, weight_update_time: 0.1308535039, other_time: 2.5401763916
epoch time: 11.2477178574s, input_fired_time: 0.1806523055, output_fired_time: 0.0000000000, propagate_forward_time: 10.6367092133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303560257
validation[          , genome  7048] predictions:    9817/  10000 (98.17%), best:    9826/10000 (98.26%), error:       588.65289, best error:       545.59216 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 133.6305694580s, input_fired_time: 1.6642045975, output_fired_time: 1.0003619194, propagate_forward_time: 53.2351722717, propagate_backward_time: 75.1940155029, weight_update_time: 0.1310779750, other_time: 2.5368194580
epoch time: 11.2522420883s, input_fired_time: 0.1822597831, output_fired_time: 0.0000000000, propagate_forward_time: 10.6383991241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315834045
validation[          , genome  7048] predictions:    9803/  10000 (98.03%), best:    9826/10000 (98.26%), error:       675.11169, best error:       545.59216 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 133.9928741455s, input_fired_time: 1.6634371281, output_fired_time: 1.0050306320, propagate_forward_time: 53.3271903992, propagate_backward_time: 75.4287719727, weight_update_time: 0.1310375929, other_time: 2.5684356689
epoch time: 11.3051166534s, input_fired_time: 0.1823401749, output_fired_time: 0.0000000000, propagate_forward_time: 10.6889286041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4338474274
validation[          , genome  7048] predictions:    9794/  10000 (97.94%), best:    9826/10000 (98.26%), error:       688.07367, best error:       545.59216 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 133.8125457764s, input_fired_time: 1.6560436487, output_fired_time: 1.0027654171, propagate_forward_time: 53.2836189270, propagate_backward_time: 75.2817687988, weight_update_time: 0.1311830729, other_time: 2.5883636475
epoch time: 11.5276708603s, input_fired_time: 0.1826128513, output_fired_time: 0.0000000000, propagate_forward_time: 10.9012002945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438581467
validation[          , genome  7048] predictions:    9824/  10000 (98.24%), best:    9826/10000 (98.26%), error:       581.85663, best error:       545.59216 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 134.0240631104s, input_fired_time: 1.6461495161, output_fired_time: 1.0069472790, propagate_forward_time: 53.3188667297, propagate_backward_time: 75.4982376099, weight_update_time: 0.1304818243, other_time: 2.5538711548
epoch time: 11.2375068665s, input_fired_time: 0.1785158515, output_fired_time: 0.0000000000, propagate_forward_time: 10.6313676834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276237488
validation[          , genome  7048] predictions:    9803/  10000 (98.03%), best:    9826/10000 (98.26%), error:       645.48755, best error:       545.59216 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 133.7620086670s, input_fired_time: 1.6471507549, output_fired_time: 1.0052764416, propagate_forward_time: 53.2088546753, propagate_backward_time: 75.3731002808, weight_update_time: 0.1301674396, other_time: 2.5276184082
epoch time: 11.2371530533s, input_fired_time: 0.1791318357, output_fired_time: 0.0000000000, propagate_forward_time: 10.6300573349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279642105
validation[          , genome  7048] predictions:    9816/  10000 (98.16%), best:    9826/10000 (98.26%), error:       618.67316, best error:       545.59216 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 133.8358612061s, input_fired_time: 1.6610790491, output_fired_time: 1.0046546459, propagate_forward_time: 53.2770462036, propagate_backward_time: 75.3562545776, weight_update_time: 0.1306077391, other_time: 2.5368347168
epoch time: 11.2454328537s, input_fired_time: 0.1819361150, output_fired_time: 0.0000000000, propagate_forward_time: 10.6323928833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4311037064
validation[          , genome  7048] predictions:    9801/  10000 (98.01%), best:    9826/10000 (98.26%), error:       642.15283, best error:       545.59216 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 133.8509368896s, input_fired_time: 1.6502331495, output_fired_time: 1.0034737587, propagate_forward_time: 53.3149948120, propagate_backward_time: 75.3114013672, weight_update_time: 0.1307357401, other_time: 2.5708236694
epoch time: 11.4716434479s, input_fired_time: 0.1802442670, output_fired_time: 0.0000000000, propagate_forward_time: 10.8489866257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424123764
validation[          , genome  7048] predictions:    9810/  10000 (98.10%), best:    9826/10000 (98.26%), error:       608.76160, best error:       545.59216 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 133.8680419922s, input_fired_time: 1.6507934332, output_fired_time: 1.0040606260, propagate_forward_time: 53.3048782349, propagate_backward_time: 75.3515090942, weight_update_time: 0.1300029904, other_time: 2.5568084717
epoch time: 11.2561616898s, input_fired_time: 0.1807577014, output_fired_time: 0.0000000000, propagate_forward_time: 10.6416931152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337110519
validation[          , genome  7048] predictions:    9802/  10000 (98.02%), best:    9826/10000 (98.26%), error:       630.26221, best error:       545.59216 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 133.7519226074s, input_fired_time: 1.6611866951, output_fired_time: 1.0021066666, propagate_forward_time: 53.2671966553, propagate_backward_time: 75.2840347290, weight_update_time: 0.1312936544, other_time: 2.5373916626
epoch time: 11.2604045868s, input_fired_time: 0.1822723001, output_fired_time: 0.0000000000, propagate_forward_time: 10.6464614868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316711426
validation[          , genome  7048] predictions:    9840/  10000 (98.40%), best:    9826/10000 (98.26%), error:       558.55212, best error:       545.59216 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 133.7585601807s, input_fired_time: 1.6705565453, output_fired_time: 1.0011595488, propagate_forward_time: 53.2916450500, propagate_backward_time: 75.2507934570, weight_update_time: 0.1316071749, other_time: 2.5444030762
epoch time: 11.2470455170s, input_fired_time: 0.1827846318, output_fired_time: 0.0000000000, propagate_forward_time: 10.6350164413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4292440414
validation[          , genome  7048] predictions:    9816/  10000 (98.16%), best:    9826/10000 (98.26%), error:       627.81030, best error:       545.59216 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 133.7232513428s, input_fired_time: 1.6701979637, output_fired_time: 1.0009615421, propagate_forward_time: 53.2899246216, propagate_backward_time: 75.2197952271, weight_update_time: 0.1305834204, other_time: 2.5423736572
epoch time: 11.2411222458s, input_fired_time: 0.1817025542, output_fired_time: 0.0000000000, propagate_forward_time: 10.6323480606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270715714
validation[          , genome  7048] predictions:    9813/  10000 (98.13%), best:    9826/10000 (98.26%), error:       629.08960, best error:       545.59216 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 134.5252532959s, input_fired_time: 1.6798659563, output_fired_time: 1.0071034431, propagate_forward_time: 53.6185569763, propagate_backward_time: 75.6593322754, weight_update_time: 0.1305374801, other_time: 2.5603790283
epoch time: 11.2692432404s, input_fired_time: 0.1830615997, output_fired_time: 0.0000000000, propagate_forward_time: 10.6499662399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362154007
validation[          , genome  7048] predictions:    9781/  10000 (97.81%), best:    9826/10000 (98.26%), error:       718.57355, best error:       545.59216 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 133.7392272949s, input_fired_time: 1.6741179228, output_fired_time: 1.0015466213, propagate_forward_time: 53.2828407288, propagate_backward_time: 75.2533874512, weight_update_time: 0.1311133206, other_time: 2.5273437500
epoch time: 11.2452774048s, input_fired_time: 0.1822099686, output_fired_time: 0.0000000000, propagate_forward_time: 10.6348686218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281988144
validation[          , genome  7048] predictions:    9813/  10000 (98.13%), best:    9826/10000 (98.26%), error:       636.35852, best error:       545.59216 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 133.7452545166s, input_fired_time: 1.6749625206, output_fired_time: 1.0007482767, propagate_forward_time: 53.2681694031, propagate_backward_time: 75.2640838623, weight_update_time: 0.1312138140, other_time: 2.5372924805
epoch time: 11.2745122910s, input_fired_time: 0.1837582588, output_fired_time: 0.0000000000, propagate_forward_time: 10.6590948105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316587448
validation[          , genome  7048] predictions:    9804/  10000 (98.04%), best:    9826/10000 (98.26%), error:       639.69354, best error:       545.59216 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 133.6619110107s, input_fired_time: 1.6763799191, output_fired_time: 1.0014785528, propagate_forward_time: 53.2367172241, propagate_backward_time: 75.2112045288, weight_update_time: 0.1310127825, other_time: 2.5361328125
epoch time: 11.2681055069s, input_fired_time: 0.1863569170, output_fired_time: 0.0000000000, propagate_forward_time: 10.6476917267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4340572357
validation[          , genome  7048] predictions:    9803/  10000 (98.03%), best:    9826/10000 (98.26%), error:       720.50714, best error:       545.59216 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 133.8684539795s, input_fired_time: 1.6788493395, output_fired_time: 1.0038989782, propagate_forward_time: 53.2947349548, propagate_backward_time: 75.3087463379, weight_update_time: 0.1309376061, other_time: 2.5822143555
epoch time: 11.2601680756s, input_fired_time: 0.1837665290, output_fired_time: 0.0000000000, propagate_forward_time: 10.6395120621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368896484
validation[          , genome  7048] predictions:    9837/  10000 (98.37%), best:    9826/10000 (98.26%), error:       562.39709, best error:       545.59216 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 135.0065155029s, input_fired_time: 1.6852258444, output_fired_time: 1.0177026987, propagate_forward_time: 53.7560424805, propagate_backward_time: 75.9452362061, weight_update_time: 0.1321233064, other_time: 2.6023101807
epoch time: 11.2864036560s, input_fired_time: 0.1862324476, output_fired_time: 0.0000000000, propagate_forward_time: 10.6653528214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348182678
validation[          , genome  7048] predictions:    9808/  10000 (98.08%), best:    9826/10000 (98.26%), error:       612.48602, best error:       545.59216 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 134.1869659424s, input_fired_time: 1.6828211546, output_fired_time: 1.0078487396, propagate_forward_time: 53.3993721008, propagate_backward_time: 75.5142898560, weight_update_time: 0.1316298395, other_time: 2.5826492310
epoch time: 11.2600498199s, input_fired_time: 0.1845265329, output_fired_time: 0.0000000000, propagate_forward_time: 10.6422948837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332284927
validation[          , genome  7048] predictions:    9818/  10000 (98.18%), best:    9826/10000 (98.26%), error:       577.38873, best error:       545.59216 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 133.9858551025s, input_fired_time: 1.6766372919, output_fired_time: 1.0065001249, propagate_forward_time: 53.3565444946, propagate_backward_time: 75.3601531982, weight_update_time: 0.1316378266, other_time: 2.5860214233
epoch time: 11.3367071152s, input_fired_time: 0.1830453128, output_fired_time: 0.0000000000, propagate_forward_time: 10.7191181183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4345436096
validation[          , genome  7048] predictions:    9822/  10000 (98.22%), best:    9826/10000 (98.26%), error:       582.18799, best error:       545.59216 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 134.6960601807s, input_fired_time: 1.6847337484, output_fired_time: 1.0109485388, propagate_forward_time: 53.6808700562, propagate_backward_time: 75.7312545776, weight_update_time: 0.1316495985, other_time: 2.5882415771
epoch time: 11.2730054855s, input_fired_time: 0.1844169497, output_fired_time: 0.0000000000, propagate_forward_time: 10.6577882767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308004379
validation[          , genome  7048] predictions:    9832/  10000 (98.32%), best:    9826/10000 (98.26%), error:       573.13696, best error:       545.59216 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 136.4533843994s, input_fired_time: 1.6929867268, output_fired_time: 1.0180388689, propagate_forward_time: 54.4122848511, propagate_backward_time: 76.7492065430, weight_update_time: 0.1315669715, other_time: 2.5808639526
epoch time: 12.0655488968s, input_fired_time: 0.1924947798, output_fired_time: 0.0000000000, propagate_forward_time: 11.4195041656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4535503387
validation[          , genome  7048] predictions:    9784/  10000 (97.84%), best:    9826/10000 (98.26%), error:       681.01294, best error:       545.59216 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 134.7181701660s, input_fired_time: 1.6804029942, output_fired_time: 1.0055098534, propagate_forward_time: 53.7024230957, propagate_backward_time: 75.7862548828, weight_update_time: 0.1308331043, other_time: 2.5435791016
epoch time: 11.3779001236s, input_fired_time: 0.1843028963, output_fired_time: 0.0000000000, propagate_forward_time: 10.7561359406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374608994
validation[          , genome  7048] predictions:    9826/  10000 (98.26%), best:    9826/10000 (98.26%), error:       562.22729, best error:       545.59216 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 134.5345153809s, input_fired_time: 1.6775919199, output_fired_time: 1.0047149658, propagate_forward_time: 53.5603713989, propagate_backward_time: 75.7457809448, weight_update_time: 0.1272136420, other_time: 2.5460510254
epoch time: 11.4387559891s, input_fired_time: 0.1854223758, output_fired_time: 0.0000000000, propagate_forward_time: 10.8112525940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420814514
validation[          , genome  7048] predictions:    9820/  10000 (98.20%), best:    9826/10000 (98.26%), error:       571.93567, best error:       545.59216 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 135.4592285156s, input_fired_time: 1.6865186691, output_fired_time: 1.0110141039, propagate_forward_time: 53.9576644897, propagate_backward_time: 76.2575454712, weight_update_time: 0.1285656989, other_time: 2.5464782715
epoch time: 11.2410583496s, input_fired_time: 0.1783230454, output_fired_time: 0.0000000000, propagate_forward_time: 10.6421022415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206333160
validation[          , genome  7048] predictions:    9843/  10000 (98.43%), best:    9826/10000 (98.26%), error:       558.87347, best error:       545.59216 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 134.2563629150s, input_fired_time: 1.6558406353, output_fired_time: 1.0002652407, propagate_forward_time: 53.4935264587, propagate_backward_time: 75.6496734619, weight_update_time: 0.1180460453, other_time: 2.4570617676
epoch time: 11.2270584106s, input_fired_time: 0.1754234284, output_fired_time: 0.0000000000, propagate_forward_time: 10.6282796860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233551025
validation[          , genome  7048] predictions:    9820/  10000 (98.20%), best:    9826/10000 (98.26%), error:       626.41620, best error:       545.59216 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 134.8643798828s, input_fired_time: 1.6643438339, output_fired_time: 1.0089827776, propagate_forward_time: 53.6855163574, propagate_backward_time: 76.0302429199, weight_update_time: 0.1212430075, other_time: 2.4752960205
epoch time: 11.2423896790s, input_fired_time: 0.1791958958, output_fired_time: 0.0000000000, propagate_forward_time: 10.6408443451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223489761
validation[          , genome  7048] predictions:    9834/  10000 (98.34%), best:    9826/10000 (98.26%), error:       575.38617, best error:       545.59216 on epoch:    60, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 133.8203277588s, input_fired_time: 1.6793233156, output_fired_time: 1.0016409159, propagate_forward_time: 53.2849617004, propagate_backward_time: 75.3133087158, weight_update_time: 0.1302691251, other_time: 2.5410919189
epoch time: 11.2517976761s, input_fired_time: 0.1838378310, output_fired_time: 0.0000000000, propagate_forward_time: 10.6367301941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312295914
validation[          , genome  7048] predictions:    9816/  10000 (98.16%), best:    9826/10000 (98.26%), error:       604.16876, best error:       545.59216 on epoch:    60, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 134.1094818115s, input_fired_time: 1.6746629477, output_fired_time: 0.9996407032, propagate_forward_time: 53.4415626526, propagate_backward_time: 75.4896011353, weight_update_time: 0.1283492893, other_time: 2.5040206909
epoch time: 11.2460670471s, input_fired_time: 0.1829011142, output_fired_time: 0.0000000000, propagate_forward_time: 10.6359205246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272451401
validation[          , genome  7048] predictions:    9827/  10000 (98.27%), best:    9826/10000 (98.26%), error:       615.76990, best error:       545.59216 on epoch:    60, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 139.0079803467s, input_fired_time: 1.7074673176, output_fired_time: 1.0358638763, propagate_forward_time: 55.4620742798, propagate_backward_time: 78.2215881348, weight_update_time: 0.1324893981, other_time: 2.5809860229
epoch time: 11.4400081635s, input_fired_time: 0.1855365336, output_fired_time: 0.0000000000, propagate_forward_time: 10.8191709518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353008270
validation[          , genome  7048] predictions:    9828/  10000 (98.28%), best:    9826/10000 (98.26%), error:       581.76111, best error:       545.59216 on epoch:    60, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 137.3327789307s, input_fired_time: 1.6961357594, output_fired_time: 1.0249576569, propagate_forward_time: 54.7664642334, propagate_backward_time: 77.2647247314, weight_update_time: 0.1299393028, other_time: 2.5804901123
epoch time: 11.2665996552s, input_fired_time: 0.1789917797, output_fired_time: 0.0000000000, propagate_forward_time: 10.6621446609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254636765
validation[          , genome  7048] predictions:    9824/  10000 (98.24%), best:    9826/10000 (98.26%), error:       566.90637, best error:       545.59216 on epoch:    60, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 136.1723937988s, input_fired_time: 1.6824001074, output_fired_time: 1.0191822052, propagate_forward_time: 54.2442932129, propagate_backward_time: 76.7070388794, weight_update_time: 0.1249089465, other_time: 2.5194778442
epoch time: 11.2762718201s, input_fired_time: 0.1840872467, output_fired_time: 0.0000000000, propagate_forward_time: 10.6579151154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4342699051
validation[          , genome  7048] predictions:    9836/  10000 (98.36%), best:    9826/10000 (98.26%), error:       565.58423, best error:       545.59216 on epoch:    60, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 133.8284301758s, input_fired_time: 1.6672875881, output_fired_time: 0.9982359409, propagate_forward_time: 53.2968635559, propagate_backward_time: 75.3670806885, weight_update_time: 0.1213812232, other_time: 2.4989776611
epoch time: 11.6357088089s, input_fired_time: 0.1874815971, output_fired_time: 0.0000000000, propagate_forward_time: 11.0042114258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4440155029
validation[          , genome  7048] predictions:    9836/  10000 (98.36%), best:    9826/10000 (98.26%), error:       566.69543, best error:       545.59216 on epoch:    60, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 137.0995483398s, input_fired_time: 1.6889525652, output_fired_time: 1.0205280781, propagate_forward_time: 54.5984535217, propagate_backward_time: 77.2011566162, weight_update_time: 0.1288656145, other_time: 2.5904693604
epoch time: 11.5460948944s, input_fired_time: 0.1899029911, output_fired_time: 0.0000000000, propagate_forward_time: 10.9104528427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457387924
validation[          , genome  7048] predictions:    9805/  10000 (98.05%), best:    9826/10000 (98.26%), error:       649.88354, best error:       545.59216 on epoch:    60, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 138.3305053711s, input_fired_time: 1.6828140020, output_fired_time: 1.0389035940, propagate_forward_time: 55.1409721375, propagate_backward_time: 77.8867263794, weight_update_time: 0.1271151602, other_time: 2.5810775757
epoch time: 11.2845640182s, input_fired_time: 0.1772172302, output_fired_time: 0.0000000000, propagate_forward_time: 10.6768636703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304828644
validation[          , genome  7048] predictions:    9832/  10000 (98.32%), best:    9826/10000 (98.26%), error:       568.94104, best error:       545.59216 on epoch:    60, 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: 58.1877708435s, input_fired_time: 0.9271209836, output_fired_time: 0.0000000000, propagate_forward_time: 55.0055732727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2550773621
best training[          , genome  7048] predictions:   49850/  50000 (99.70%), best:    9826/10000 (98.26%), error:       743.43481, best error:       545.59216 on epoch:    60, 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: 11.6899595261s, input_fired_time: 0.1823667884, output_fired_time: 0.0000000000, propagate_forward_time: 11.0524044037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4551887512
   testing[          , genome  7048] predictions:    9844/  10000 (98.44%), best:    9826/10000 (98.26%), error:       494.83105, best error:       545.59216 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:05:36 (5866): called boinc_finish(0)

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