Nameexact_genome_1512568488_43_7039_1
Workunit2606465
Created7 Dec 2017, 23:25:06 UTC
Sent7 Dec 2017, 23:33:44 UTC
Report deadline15 Dec 2017, 17:58:53 UTC
Received9 Dec 2017, 8:16:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time4 hours 24 min 36 sec
CPU time4 hours 21 min 57 sec
Validate stateValid
Credit1,941.87
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.25 MB
Peak swap size157.18 MB
Peak disk usage1.87 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
8%), error:      1185.91968, best error:      1046.90295 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 145.9348907471s, input_fired_time: 1.0993882418, output_fired_time: 1.1310105324, propagate_forward_time: 55.7070426941, propagate_backward_time: 85.0847854614, weight_update_time: 0.2005906850, other_time: 2.9126510620
epoch time: 11.6137437820s, input_fired_time: 0.1347963959, output_fired_time: 0.0000000000, propagate_forward_time: 10.9718484879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070991516
validation[          , genome  7039] predictions:    9684/  10000 (96.84%), best:    9698/10000 (96.98%), error:      1055.76221, best error:      1046.90295 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 143.9967803955s, input_fired_time: 1.0835424662, output_fired_time: 1.1186112165, propagate_forward_time: 54.7780990601, propagate_backward_time: 84.1128616333, weight_update_time: 0.1993229389, other_time: 2.9036712646
epoch time: 11.4602365494s, input_fired_time: 0.1352115273, output_fired_time: 0.0000000000, propagate_forward_time: 10.8096799850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5153446198
validation[          , genome  7039] predictions:    9670/  10000 (96.70%), best:    9698/10000 (96.98%), error:      1080.23950, best error:      1046.90295 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 144.0365600586s, input_fired_time: 1.0814408064, output_fired_time: 1.1168256998, propagate_forward_time: 54.8737335205, propagate_backward_time: 84.0791244507, weight_update_time: 0.2007543743, other_time: 2.8854446411
epoch time: 11.6334848404s, input_fired_time: 0.1338600367, output_fired_time: 0.0000000000, propagate_forward_time: 10.9767150879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5229101181
validation[          , genome  7039] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1008.79083, best error:      1008.79083 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 144.5149383545s, input_fired_time: 1.0941972733, output_fired_time: 1.1248910427, propagate_forward_time: 54.9250717163, propagate_backward_time: 84.4611434937, weight_update_time: 0.1990327984, other_time: 2.9096374512
epoch time: 11.0180692673s, input_fired_time: 0.1349022090, output_fired_time: 0.0000000000, propagate_forward_time: 10.3515739441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5315933228
validation[          , genome  7039] predictions:    9697/  10000 (96.97%), best:    9670/10000 (96.70%), error:      1031.29041, best error:      1008.79083 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 143.8290100098s, input_fired_time: 1.0806878805, output_fired_time: 1.1213616133, propagate_forward_time: 54.7054786682, propagate_backward_time: 84.0070648193, weight_update_time: 0.2014943808, other_time: 2.9144134521
epoch time: 11.9072799683s, input_fired_time: 0.1380877048, output_fired_time: 0.0000000000, propagate_forward_time: 11.2504758835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5187168121
validation[          , genome  7039] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1004.70026, best error:      1004.70026 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 142.5180358887s, input_fired_time: 1.0813652277, output_fired_time: 1.1108710766, propagate_forward_time: 54.2494812012, propagate_backward_time: 83.1877136230, weight_update_time: 0.1990722269, other_time: 2.8886108398
epoch time: 12.4717426300s, input_fired_time: 0.1455017477, output_fired_time: 0.0000000000, propagate_forward_time: 11.7926549911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335855484
validation[          , genome  7039] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       889.68011, best error:       889.68011 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 143.4412384033s, input_fired_time: 1.0861445665, output_fired_time: 1.1149461269, propagate_forward_time: 54.4365348816, propagate_backward_time: 83.9154968262, weight_update_time: 0.1966761798, other_time: 2.8881072998
epoch time: 11.5706157684s, input_fired_time: 0.1348169744, output_fired_time: 0.0000000000, propagate_forward_time: 10.9250478745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5107507706
validation[          , genome  7039] predictions:    9656/  10000 (96.56%), best:    9719/10000 (97.19%), error:      1100.86560, best error:       889.68011 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 144.0135803223s, input_fired_time: 1.0840158463, output_fired_time: 1.1234669685, propagate_forward_time: 54.5591468811, propagate_backward_time: 84.2568588257, weight_update_time: 0.2029204965, other_time: 2.9900894165
epoch time: 11.7053632736s, input_fired_time: 0.1366139203, output_fired_time: 0.0000000000, propagate_forward_time: 11.0566806793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5120687485
validation[          , genome  7039] predictions:    9685/  10000 (96.85%), best:    9719/10000 (97.19%), error:      1053.26282, best error:       889.68011 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 144.6065826416s, input_fired_time: 1.0969771147, output_fired_time: 1.1254072189, propagate_forward_time: 55.0691528320, propagate_backward_time: 84.4034881592, weight_update_time: 0.1992234737, other_time: 2.9115600586
epoch time: 12.4417190552s, input_fired_time: 0.1466483325, output_fired_time: 0.0000000000, propagate_forward_time: 11.7590827942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359878540
validation[          , genome  7039] predictions:    9685/  10000 (96.85%), best:    9719/10000 (97.19%), error:       964.53748, best error:       889.68011 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 142.9693450928s, input_fired_time: 1.0816675425, output_fired_time: 1.1164360046, propagate_forward_time: 54.3600044250, propagate_backward_time: 83.5109252930, weight_update_time: 0.2001474351, other_time: 2.9003143311
epoch time: 12.0034809113s, input_fired_time: 0.1401716769, output_fired_time: 0.0000000000, propagate_forward_time: 11.3412122726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5220966339
validation[          , genome  7039] predictions:    9701/  10000 (97.01%), best:    9719/10000 (97.19%), error:       931.96979, best error:       889.68011 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 144.6191406250s, input_fired_time: 1.0849913359, output_fired_time: 1.1192364693, propagate_forward_time: 55.1397628784, propagate_backward_time: 84.3889007568, weight_update_time: 0.2002125978, other_time: 2.8862533569
epoch time: 11.7854728699s, input_fired_time: 0.1359306425, output_fired_time: 0.0000000000, propagate_forward_time: 11.1365194321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5130224228
validation[          , genome  7039] predictions:    9703/  10000 (97.03%), best:    9719/10000 (97.19%), error:       955.79865, best error:       889.68011 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 142.9026794434s, input_fired_time: 1.0868865252, output_fired_time: 1.1121802330, propagate_forward_time: 54.2373962402, propagate_backward_time: 83.5769958496, weight_update_time: 0.1962705106, other_time: 2.8892211914
epoch time: 11.7983322144s, input_fired_time: 0.1368451267, output_fired_time: 0.0000000000, propagate_forward_time: 11.1405057907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5209808350
validation[          , genome  7039] predictions:    9698/  10000 (96.98%), best:    9719/10000 (97.19%), error:      1002.73346, best error:       889.68011 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 144.3950042725s, input_fired_time: 1.0916601419, output_fired_time: 1.1261582375, propagate_forward_time: 55.0127258301, propagate_backward_time: 84.2504577637, weight_update_time: 0.1996671408, other_time: 2.9140014648
epoch time: 11.4383153915s, input_fired_time: 0.1362908185, output_fired_time: 0.0000000000, propagate_forward_time: 10.7694816589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325431824
validation[          , genome  7039] predictions:    9701/  10000 (97.01%), best:    9719/10000 (97.19%), error:       956.92310, best error:       889.68011 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 144.6752624512s, input_fired_time: 1.0894544125, output_fired_time: 1.1272950172, propagate_forward_time: 55.1401367188, propagate_backward_time: 84.4045181274, weight_update_time: 0.2007741481, other_time: 2.9138717651
epoch time: 11.6537647247s, input_fired_time: 0.1360765696, output_fired_time: 0.0000000000, propagate_forward_time: 11.0043563843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5133314133
validation[          , genome  7039] predictions:    9684/  10000 (96.84%), best:    9719/10000 (97.19%), error:       992.85956, best error:       889.68011 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 143.5149688721s, input_fired_time: 1.0852544308, output_fired_time: 1.1164991856, propagate_forward_time: 54.5436325073, propagate_backward_time: 83.8523712158, weight_update_time: 0.1997226030, other_time: 2.9172134399
epoch time: 11.9067449570s, input_fired_time: 0.1380336732, output_fired_time: 0.0000000000, propagate_forward_time: 11.2586708069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5100402832
validation[          , genome  7039] predictions:    9687/  10000 (96.87%), best:    9719/10000 (97.19%), error:       992.46838, best error:       889.68011 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 144.4999847412s, input_fired_time: 1.1001571417, output_fired_time: 1.1289225817, propagate_forward_time: 55.0124893188, propagate_backward_time: 84.3280944824, weight_update_time: 0.2000603974, other_time: 2.9303207397
epoch time: 11.7464876175s, input_fired_time: 0.1376275569, output_fired_time: 0.0000000000, propagate_forward_time: 11.0946016312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5142583847
validation[          , genome  7039] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       888.42474, best error:       888.42474 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 144.8781280518s, input_fired_time: 1.0968184471, output_fired_time: 1.1258481741, propagate_forward_time: 55.1943626404, propagate_backward_time: 84.5863876343, weight_update_time: 0.1983516514, other_time: 2.8747024536
epoch time: 11.8037462234s, input_fired_time: 0.1400886178, output_fired_time: 0.0000000000, propagate_forward_time: 11.1309118271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5327453613
validation[          , genome  7039] predictions:    9714/  10000 (97.14%), best:    9737/10000 (97.37%), error:       922.83606, best error:       888.42474 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 142.5778808594s, input_fired_time: 1.0819520950, output_fired_time: 1.1152397394, propagate_forward_time: 53.9573669434, propagate_backward_time: 83.4933013916, weight_update_time: 0.2001513243, other_time: 2.9300231934
epoch time: 11.6691408157s, input_fired_time: 0.1346853226, output_fired_time: 0.0000000000, propagate_forward_time: 11.0180368423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5164184570
validation[          , genome  7039] predictions:    9567/  10000 (95.67%), best:    9737/10000 (97.37%), error:      1495.19128, best error:       888.42474 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 144.1945648193s, input_fired_time: 1.0847476721, output_fired_time: 1.1271817684, propagate_forward_time: 54.7656669617, propagate_backward_time: 84.2921295166, weight_update_time: 0.1985388100, other_time: 2.9248352051
epoch time: 11.6939487457s, input_fired_time: 0.1360452920, output_fired_time: 0.0000000000, propagate_forward_time: 11.0332412720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5246620178
validation[          , genome  7039] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       885.69208, best error:       885.69208 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 143.8124084473s, input_fired_time: 1.0836566687, output_fired_time: 1.1154125929, propagate_forward_time: 54.6746253967, propagate_backward_time: 84.0247344971, weight_update_time: 0.1997237951, other_time: 2.9139709473
epoch time: 11.5338878632s, input_fired_time: 0.1367410868, output_fired_time: 0.0000000000, propagate_forward_time: 10.8649768829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321702957
validation[          , genome  7039] predictions:    9701/  10000 (97.01%), best:    9728/10000 (97.28%), error:       911.42932, best error:       885.69208 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 145.0898132324s, input_fired_time: 1.1034010649, output_fired_time: 1.1223196983, propagate_forward_time: 55.3424873352, propagate_backward_time: 84.6260070801, weight_update_time: 0.1996528953, other_time: 2.8956146240
epoch time: 11.8286590576s, input_fired_time: 0.1392499208, output_fired_time: 0.0000000000, propagate_forward_time: 11.1708965302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5185127258
validation[          , genome  7039] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       871.67004, best error:       871.67004 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 145.0067443848s, input_fired_time: 1.0987234116, output_fired_time: 1.1255537271, propagate_forward_time: 55.2929153442, propagate_backward_time: 84.5643768311, weight_update_time: 0.2017608881, other_time: 2.9251785278
epoch time: 11.6026077271s, input_fired_time: 0.1383135915, output_fired_time: 0.0000000000, propagate_forward_time: 10.9528532028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5114412308
validation[          , genome  7039] predictions:    9704/  10000 (97.04%), best:    9733/10000 (97.33%), error:       967.33014, best error:       871.67004 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 143.6045379639s, input_fired_time: 1.0941903591, output_fired_time: 1.1148477793, propagate_forward_time: 54.5075035095, propagate_backward_time: 83.9553375244, weight_update_time: 0.2000955790, other_time: 2.9326477051
epoch time: 11.4167146683s, input_fired_time: 0.1360029131, output_fired_time: 0.0000000000, propagate_forward_time: 10.7699356079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5107765198
validation[          , genome  7039] predictions:    9316/  10000 (93.16%), best:    9733/10000 (97.33%), error:      2334.07129, best error:       871.67004 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

resetting weights to those on epoch: 35
epoch time: 142.4712524414s, input_fired_time: 1.0848723650, output_fired_time: 1.1132940054, propagate_forward_time: 53.9242973328, propagate_backward_time: 83.3926467896, weight_update_time: 0.1987030059, other_time: 2.9561386108
epoch time: 11.7105274200s, input_fired_time: 0.1352276504, output_fired_time: 0.0000000000, propagate_forward_time: 11.0689945221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063056946
validation[          , genome  7039] predictions:    9717/  10000 (97.17%), best:    9733/10000 (97.33%), error:       916.09595, best error:       871.67004 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 144.3223571777s, input_fired_time: 1.0877623558, output_fired_time: 1.1225703955, propagate_forward_time: 54.8923873901, propagate_backward_time: 84.3203735352, weight_update_time: 0.1997314245, other_time: 2.8992538452
epoch time: 11.5495834351s, input_fired_time: 0.1341466308, output_fired_time: 0.0000000000, propagate_forward_time: 10.9085054398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5069313049
validation[          , genome  7039] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       822.10736, best error:       822.10736 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 143.3726501465s, input_fired_time: 1.0952093601, output_fired_time: 1.1212779284, propagate_forward_time: 54.2889709473, propagate_backward_time: 83.9039077759, weight_update_time: 0.1998957396, other_time: 2.9632797241
epoch time: 11.6574735641s, input_fired_time: 0.1361479014, output_fired_time: 0.0000000000, propagate_forward_time: 10.9979457855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5233802795
validation[          , genome  7039] predictions:    9733/  10000 (97.33%), best:    9745/10000 (97.45%), error:       896.10919, best error:       822.10736 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 142.3232116699s, input_fired_time: 1.0807871819, output_fired_time: 1.1116781235, propagate_forward_time: 53.9944572449, propagate_backward_time: 83.2516326904, weight_update_time: 0.1982616484, other_time: 2.8846588135
epoch time: 11.8381118774s, input_fired_time: 0.1420417577, output_fired_time: 0.0000000000, propagate_forward_time: 11.1697254181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5263442993
validation[          , genome  7039] predictions:    9696/  10000 (96.96%), best:    9745/10000 (97.45%), error:       940.98053, best error:       822.10736 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 143.3179168701s, input_fired_time: 1.0912404060, output_fired_time: 1.1185723543, propagate_forward_time: 54.2996902466, propagate_backward_time: 83.8787612915, weight_update_time: 0.2005618811, other_time: 2.9296417236
epoch time: 11.6461582184s, input_fired_time: 0.1355824023, output_fired_time: 0.0000000000, propagate_forward_time: 11.0067100525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038661957
validation[          , genome  7039] predictions:    9746/  10000 (97.46%), best:    9745/10000 (97.45%), error:       856.08691, best error:       822.10736 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 144.7230987549s, input_fired_time: 1.0989047289, output_fired_time: 1.1269851923, propagate_forward_time: 55.1643943787, propagate_backward_time: 84.4324798584, weight_update_time: 0.2011725605, other_time: 2.9003295898
epoch time: 11.7149267197s, input_fired_time: 0.1400890648, output_fired_time: 0.0000000000, propagate_forward_time: 11.0472688675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5275688171
validation[          , genome  7039] predictions:    9725/  10000 (97.25%), best:    9745/10000 (97.45%), error:       888.16925, best error:       822.10736 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 144.0643157959s, input_fired_time: 1.0909817219, output_fired_time: 1.1181393862, propagate_forward_time: 54.7428092957, propagate_backward_time: 84.1953430176, weight_update_time: 0.2003727406, other_time: 2.9170379639
epoch time: 11.7796802521s, input_fired_time: 0.1395436525, output_fired_time: 0.0000000000, propagate_forward_time: 11.1199407578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5201959610
validation[          , genome  7039] predictions:    9740/  10000 (97.40%), best:    9745/10000 (97.45%), error:       837.48083, best error:       822.10736 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 142.4726104736s, input_fired_time: 1.0912605524, output_fired_time: 1.1176257133, propagate_forward_time: 53.7947502136, propagate_backward_time: 83.4942245483, weight_update_time: 0.1999696791, other_time: 2.9747390747
epoch time: 12.2251758575s, input_fired_time: 0.1432254165, output_fired_time: 0.0000000000, propagate_forward_time: 11.5578203201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5241298676
validation[          , genome  7039] predictions:    9684/  10000 (96.84%), best:    9745/10000 (97.45%), error:      1030.57886, best error:       822.10736 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 143.7984924316s, input_fired_time: 1.0973328352, output_fired_time: 1.1224929094, propagate_forward_time: 54.5172271729, propagate_backward_time: 84.1173553467, weight_update_time: 0.2008136660, other_time: 2.9440765381
epoch time: 11.8090162277s, input_fired_time: 0.1386375725, output_fired_time: 0.0000000000, propagate_forward_time: 11.1530714035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5173072815
validation[          , genome  7039] predictions:    9668/  10000 (96.68%), best:    9745/10000 (97.45%), error:      1089.53821, best error:       822.10736 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 143.5668945313s, input_fired_time: 1.0838176012, output_fired_time: 1.1180225611, propagate_forward_time: 54.5942306519, propagate_backward_time: 83.8907012939, weight_update_time: 0.1970842928, other_time: 2.8801193237
epoch time: 11.7284278870s, input_fired_time: 0.1367960125, output_fired_time: 0.0000000000, propagate_forward_time: 11.0755844116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5160474777
validation[          , genome  7039] predictions:    9722/  10000 (97.22%), best:    9745/10000 (97.45%), error:       895.70361, best error:       822.10736 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 144.0618286133s, input_fired_time: 1.0914100409, output_fired_time: 1.1198582649, propagate_forward_time: 54.8740615845, propagate_backward_time: 84.1025848389, weight_update_time: 0.1996310949, other_time: 2.8739089966
epoch time: 11.7517843246s, input_fired_time: 0.1375065446, output_fired_time: 0.0000000000, propagate_forward_time: 11.1042861938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5099916458
validation[          , genome  7039] predictions:    9730/  10000 (97.30%), best:    9745/10000 (97.45%), error:       883.42328, best error:       822.10736 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 144.8061676025s, input_fired_time: 1.1024743319, output_fired_time: 1.1261830330, propagate_forward_time: 55.1657180786, propagate_backward_time: 84.4709472656, weight_update_time: 0.2039979845, other_time: 2.9408340454
epoch time: 11.3405551910s, input_fired_time: 0.1376217604, output_fired_time: 0.0000000000, propagate_forward_time: 10.6556272507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473060608
validation[          , genome  7039] predictions:    9728/  10000 (97.28%), best:    9745/10000 (97.45%), error:       877.83081, best error:       822.10736 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 143.6438903809s, input_fired_time: 1.0931911469, output_fired_time: 1.1197496653, propagate_forward_time: 54.5299072266, propagate_backward_time: 83.9567642212, weight_update_time: 0.2003794014, other_time: 2.9442825317
epoch time: 11.9030551910s, input_fired_time: 0.1392334253, output_fired_time: 0.0000000000, propagate_forward_time: 11.2439765930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5198450089
validation[          , genome  7039] predictions:    9733/  10000 (97.33%), best:    9745/10000 (97.45%), error:       852.93890, best error:       822.10736 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 145.1782684326s, input_fired_time: 1.0987620354, output_fired_time: 1.1271533966, propagate_forward_time: 55.4116439819, propagate_backward_time: 84.6296920776, weight_update_time: 0.1999977827, other_time: 2.9110260010
epoch time: 12.0801610947s, input_fired_time: 0.1424416602, output_fired_time: 0.0000000000, propagate_forward_time: 11.4157390594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5219802856
validation[          , genome  7039] predictions:    9720/  10000 (97.20%), best:    9745/10000 (97.45%), error:       856.32587, best error:       822.10736 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 143.7147827148s, input_fired_time: 1.0963023901, output_fired_time: 1.1247977018, propagate_forward_time: 54.5129661560, propagate_backward_time: 83.9822463989, weight_update_time: 0.2033753842, other_time: 2.9984664917
epoch time: 12.0206117630s, input_fired_time: 0.1399248242, output_fired_time: 0.0000000000, propagate_forward_time: 11.3558349609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5248517990
validation[          , genome  7039] predictions:    9711/  10000 (97.11%), best:    9745/10000 (97.45%), error:       894.35779, best error:       822.10736 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 143.7791748047s, input_fired_time: 1.0974444151, output_fired_time: 1.1184825897, propagate_forward_time: 54.6764030457, propagate_backward_time: 83.9697875977, weight_update_time: 0.2000290155, other_time: 2.9170532227
epoch time: 11.3832502365s, input_fired_time: 0.1366019100, output_fired_time: 0.0000000000, propagate_forward_time: 10.7439022064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027465820
validation[          , genome  7039] predictions:    9728/  10000 (97.28%), best:    9745/10000 (97.45%), error:       869.19678, best error:       822.10736 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 144.3771362305s, input_fired_time: 1.1008867025, output_fired_time: 1.1167792082, propagate_forward_time: 54.9842414856, propagate_backward_time: 84.2611312866, weight_update_time: 0.2003362775, other_time: 2.9141006470
epoch time: 11.7378654480s, input_fired_time: 0.1365714967, output_fired_time: 0.0000000000, propagate_forward_time: 11.0850086212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5162849426
validation[          , genome  7039] predictions:    9695/  10000 (96.95%), best:    9745/10000 (97.45%), error:       909.29932, best error:       822.10736 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 144.2007751465s, input_fired_time: 1.1096554995, output_fired_time: 1.1241390705, propagate_forward_time: 54.7578544617, propagate_backward_time: 84.2784576416, weight_update_time: 0.2008075118, other_time: 2.9306640625
epoch time: 11.7109422684s, input_fired_time: 0.1389036179, output_fired_time: 0.0000000000, propagate_forward_time: 11.0628042221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5092344284
validation[          , genome  7039] predictions:    9741/  10000 (97.41%), best:    9745/10000 (97.45%), error:       830.54150, best error:       822.10736 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 143.3488311768s, input_fired_time: 1.0942291021, output_fired_time: 1.1152396202, propagate_forward_time: 54.5291633606, propagate_backward_time: 83.6925354004, weight_update_time: 0.1997221112, other_time: 2.9176788330
epoch time: 11.6516838074s, input_fired_time: 0.1374535412, output_fired_time: 0.0000000000, propagate_forward_time: 11.0132446289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009860992
validation[          , genome  7039] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       824.87903, best error:       822.10736 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 142.3747863770s, input_fired_time: 1.0890367031, output_fired_time: 1.1165306568, propagate_forward_time: 54.0978355408, propagate_backward_time: 83.1632919312, weight_update_time: 0.1978674978, other_time: 2.9080886841
epoch time: 11.5040855408s, input_fired_time: 0.1375739872, output_fired_time: 0.0000000000, propagate_forward_time: 10.8494358063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5170755386
validation[          , genome  7039] predictions:    9725/  10000 (97.25%), best:    9745/10000 (97.45%), error:       880.93042, best error:       822.10736 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 142.9386749268s, input_fired_time: 1.0909146070, output_fired_time: 1.1188466549, propagate_forward_time: 54.1147956848, propagate_backward_time: 83.6702880859, weight_update_time: 0.1980929524, other_time: 2.9438323975
epoch time: 11.7398490906s, input_fired_time: 0.1395293474, output_fired_time: 0.0000000000, propagate_forward_time: 11.0871028900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5132169724
validation[          , genome  7039] predictions:    9721/  10000 (97.21%), best:    9745/10000 (97.45%), error:       855.26764, best error:       822.10736 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 142.9163513184s, input_fired_time: 1.0892277956, output_fired_time: 1.1192550659, propagate_forward_time: 54.0301246643, propagate_backward_time: 83.7173004150, weight_update_time: 0.1993948817, other_time: 2.9604339600
epoch time: 10.7403488159s, input_fired_time: 0.1353097558, output_fired_time: 0.0000000000, propagate_forward_time: 10.0105285645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5945100784
validation[          , genome  7039] predictions:    9698/  10000 (96.98%), best:    9745/10000 (97.45%), error:       948.07391, best error:       822.10736 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 143.0713958740s, input_fired_time: 1.0923697948, output_fired_time: 1.1114417315, propagate_forward_time: 54.2016944885, propagate_backward_time: 83.6995391846, weight_update_time: 0.2029446214, other_time: 2.9663543701
epoch time: 10.7434511185s, input_fired_time: 0.1376806796, output_fired_time: 0.0000000000, propagate_forward_time: 10.0249080658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5808620453
validation[          , genome  7039] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       820.80847, best error:       820.80847 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 143.3309631348s, input_fired_time: 1.0968848467, output_fired_time: 1.1147609949, propagate_forward_time: 54.3566436768, propagate_backward_time: 83.8554458618, weight_update_time: 0.1970056295, other_time: 2.9072341919
epoch time: 11.5872554779s, input_fired_time: 0.1381333023, output_fired_time: 0.0000000000, propagate_forward_time: 10.9403448105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087776184
validation[          , genome  7039] predictions:    9735/  10000 (97.35%), best:    9752/10000 (97.52%), error:       874.37543, best error:       820.80847 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 142.2196502686s, input_fired_time: 1.1017364264, output_fired_time: 1.1144496202, propagate_forward_time: 53.8267860413, propagate_backward_time: 83.2119369507, weight_update_time: 0.2004820853, other_time: 2.9647445679
epoch time: 10.6446619034s, input_fired_time: 0.1342238188, output_fired_time: 0.0000000000, propagate_forward_time: 9.9666318893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5438060760
validation[          , genome  7039] predictions:    9736/  10000 (97.36%), best:    9752/10000 (97.52%), error:       865.08240, best error:       820.80847 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 144.3400726318s, input_fired_time: 1.1025980711, output_fired_time: 1.1189951897, propagate_forward_time: 54.9084472656, propagate_backward_time: 84.2715911865, weight_update_time: 0.2004371434, other_time: 2.9384460449
epoch time: 11.7330493927s, input_fired_time: 0.1446032971, output_fired_time: 0.0000000000, propagate_forward_time: 11.0542154312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342302322
validation[          , genome  7039] predictions:    9743/  10000 (97.43%), best:    9752/10000 (97.52%), error:       848.61926, best error:       820.80847 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 143.3425598145s, input_fired_time: 1.0928987265, output_fired_time: 1.1194354296, propagate_forward_time: 54.4304542542, propagate_backward_time: 83.7802810669, weight_update_time: 0.1996693313, other_time: 2.9195022583
epoch time: 11.9724769592s, input_fired_time: 0.1453754306, output_fired_time: 0.0000000000, propagate_forward_time: 11.2901277542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369739532
validation[          , genome  7039] predictions:    9714/  10000 (97.14%), best:    9752/10000 (97.52%), error:       916.24072, best error:       820.80847 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 142.4465637207s, input_fired_time: 1.0940320492, output_fired_time: 1.1136481762, propagate_forward_time: 53.8558731079, propagate_backward_time: 83.4404754639, weight_update_time: 0.1995453238, other_time: 2.9425430298
epoch time: 11.7590703964s, input_fired_time: 0.1403649002, output_fired_time: 0.0000000000, propagate_forward_time: 11.0905551910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5281505585
validation[          , genome  7039] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       809.78351, best error:       809.78351 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 142.7502288818s, input_fired_time: 1.1003980637, output_fired_time: 1.1096436977, propagate_forward_time: 54.0633125305, propagate_backward_time: 83.5253524780, weight_update_time: 0.1998844743, other_time: 2.9515151978
epoch time: 11.1274700165s, input_fired_time: 0.1389308572, output_fired_time: 0.0000000000, propagate_forward_time: 10.4471054077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414333344
validation[          , genome  7039] predictions:    9741/  10000 (97.41%), best:    9754/10000 (97.54%), error:       879.23602, best error:       809.78351 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 141.9254913330s, input_fired_time: 1.0789443254, output_fired_time: 1.1062929630, propagate_forward_time: 53.8903427124, propagate_backward_time: 82.9592056274, weight_update_time: 0.1966274679, other_time: 2.8907012939
epoch time: 10.8988399506s, input_fired_time: 0.1406920999, output_fired_time: 0.0000000000, propagate_forward_time: 10.2013540268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5567941666
validation[          , genome  7039] predictions:    9724/  10000 (97.24%), best:    9754/10000 (97.54%), error:       893.95599, best error:       809.78351 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 141.9448242188s, input_fired_time: 1.0839596987, output_fired_time: 1.1040122509, propagate_forward_time: 53.6960639954, propagate_backward_time: 83.1455841064, weight_update_time: 0.2008829117, other_time: 2.9152069092
epoch time: 11.8857192993s, input_fired_time: 0.1409880072, output_fired_time: 0.0000000000, propagate_forward_time: 11.2308435440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5138874054
validation[          , genome  7039] predictions:    9691/  10000 (96.91%), best:    9754/10000 (97.54%), error:       937.20380, best error:       809.78351 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 144.6414337158s, input_fired_time: 1.0969421864, output_fired_time: 1.1217808723, propagate_forward_time: 55.1043701172, propagate_backward_time: 84.4025421143, weight_update_time: 0.2020466328, other_time: 2.9158020020
epoch time: 11.8438329697s, input_fired_time: 0.1399149597, output_fired_time: 0.0000000000, propagate_forward_time: 11.1797094345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5242090225
validation[          , genome  7039] predictions:    9729/  10000 (97.29%), best:    9754/10000 (97.54%), error:       901.86981, best error:       809.78351 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 143.9788513184s, input_fired_time: 1.1066945791, output_fired_time: 1.1152105331, propagate_forward_time: 54.6635475159, propagate_backward_time: 84.1647567749, weight_update_time: 0.2003576458, other_time: 2.9286575317
epoch time: 11.6190538406s, input_fired_time: 0.1375079900, output_fired_time: 0.0000000000, propagate_forward_time: 10.9619770050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5195684433
validation[          , genome  7039] predictions:    9713/  10000 (97.13%), best:    9754/10000 (97.54%), error:       920.45166, best error:       809.78351 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 142.7707824707s, input_fired_time: 1.0919522047, output_fired_time: 1.1149322987, propagate_forward_time: 54.1928787231, propagate_backward_time: 83.4459762573, weight_update_time: 0.1996220648, other_time: 2.9250488281
epoch time: 11.1371564865s, input_fired_time: 0.1362988055, output_fired_time: 0.0000000000, propagate_forward_time: 10.4611740112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396833420
validation[          , genome  7039] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       789.32111, best error:       789.32111 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 142.2378540039s, input_fired_time: 1.0916546583, output_fired_time: 1.1144411564, propagate_forward_time: 53.7471618652, propagate_backward_time: 83.3104934692, weight_update_time: 0.1990972161, other_time: 2.9740982056
epoch time: 11.7926664352s, input_fired_time: 0.1398658752, output_fired_time: 0.0000000000, propagate_forward_time: 11.1239242554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5288763046
validation[          , genome  7039] predictions:    9720/  10000 (97.20%), best:    9751/10000 (97.51%), error:       886.19189, best error:       789.32111 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 144.2580718994s, input_fired_time: 1.0995161533, output_fired_time: 1.1262335777, propagate_forward_time: 54.8227691650, propagate_backward_time: 84.2825851440, weight_update_time: 0.2000633478, other_time: 2.9269638062
epoch time: 11.8510971069s, input_fired_time: 0.1397458762, output_fired_time: 0.0000000000, propagate_forward_time: 11.2047519684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5065994263
validation[          , genome  7039] predictions:    9684/  10000 (96.84%), best:    9751/10000 (97.51%), error:      1002.74127, best error:       789.32111 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 143.8440551758s, input_fired_time: 1.1051430702, output_fired_time: 1.1191285849, propagate_forward_time: 54.6722717285, propagate_backward_time: 83.9901351929, weight_update_time: 0.2014827877, other_time: 2.9573745728
epoch time: 11.6773386002s, input_fired_time: 0.1383265406, output_fired_time: 0.0000000000, propagate_forward_time: 11.0129442215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5260677338
validation[          , genome  7039] predictions:    9709/  10000 (97.09%), best:    9751/10000 (97.51%), error:       903.63434, best error:       789.32111 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 142.8017730713s, input_fired_time: 1.1038849354, output_fired_time: 1.1176848412, propagate_forward_time: 54.2932167053, propagate_backward_time: 83.3667907715, weight_update_time: 0.1985820979, other_time: 2.9201965332
epoch time: 11.9230012894s, input_fired_time: 0.1389968991, output_fired_time: 0.0000000000, propagate_forward_time: 11.2743873596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5096168518
validation[          , genome  7039] predictions:    9679/  10000 (96.79%), best:    9751/10000 (97.51%), error:      1040.23730, best error:       789.32111 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 144.1815643311s, input_fired_time: 1.1040968895, output_fired_time: 1.1164815426, propagate_forward_time: 54.8934135437, propagate_backward_time: 84.1452789307, weight_update_time: 0.1998622417, other_time: 2.9222869873
epoch time: 10.6517448425s, input_fired_time: 0.1340014637, output_fired_time: 0.0000000000, propagate_forward_time: 9.9576148987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5601282120
validation[          , genome  7039] predictions:    9726/  10000 (97.26%), best:    9751/10000 (97.51%), error:       846.56329, best error:       789.32111 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 143.9478149414s, input_fired_time: 1.1036163568, output_fired_time: 1.1205952168, propagate_forward_time: 54.7204475403, propagate_backward_time: 84.0818557739, weight_update_time: 0.1995014995, other_time: 2.9213027954
epoch time: 11.6577968597s, input_fired_time: 0.1371789426, output_fired_time: 0.0000000000, propagate_forward_time: 11.0066537857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5139636993
validation[          , genome  7039] predictions:    9738/  10000 (97.38%), best:    9751/10000 (97.51%), error:       822.93420, best error:       789.32111 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 144.1557617188s, input_fired_time: 1.1027580500, output_fired_time: 1.1188170910, propagate_forward_time: 54.9728088379, propagate_backward_time: 84.0378646851, weight_update_time: 0.2010615468, other_time: 2.9235153198
epoch time: 11.7405509949s, input_fired_time: 0.1383969933, output_fired_time: 0.0000000000, propagate_forward_time: 11.0892562866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128974915
validation[          , genome  7039] predictions:    9749/  10000 (97.49%), best:    9751/10000 (97.51%), error:       814.85297, best error:       789.32111 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 143.5541534424s, input_fired_time: 1.1083470583, output_fired_time: 1.1232229471, propagate_forward_time: 54.4262733459, propagate_backward_time: 83.9265441895, weight_update_time: 0.1994105428, other_time: 2.9697570801
epoch time: 11.7796564102s, input_fired_time: 0.1398168355, output_fired_time: 0.0000000000, propagate_forward_time: 11.1165857315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5232534409
validation[          , genome  7039] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       787.23560, best error:       787.23560 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 142.2852630615s, input_fired_time: 1.0942887068, output_fired_time: 1.1053725481, propagate_forward_time: 54.2006492615, propagate_backward_time: 82.9848709106, weight_update_time: 0.1978980005, other_time: 2.9000778198
epoch time: 11.6170616150s, input_fired_time: 0.1367768198, output_fired_time: 0.0000000000, propagate_forward_time: 10.9757852554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5044994354
validation[          , genome  7039] predictions:    9741/  10000 (97.41%), best:    9760/10000 (97.60%), error:       835.96680, best error:       787.23560 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 144.5748291016s, input_fired_time: 1.0979843140, output_fired_time: 1.1222112179, propagate_forward_time: 55.1293983459, propagate_backward_time: 84.3394927979, weight_update_time: 0.1998925358, other_time: 2.8857421875
epoch time: 11.0084180832s, input_fired_time: 0.1362988502, output_fired_time: 0.0000000000, propagate_forward_time: 10.3676633835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5044555664
validation[          , genome  7039] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       733.46869, best error:       733.46869 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 144.6567993164s, input_fired_time: 1.1072903872, output_fired_time: 1.1281185150, propagate_forward_time: 55.0969238281, propagate_backward_time: 84.3836593628, weight_update_time: 0.2021125704, other_time: 2.9408187866
epoch time: 11.3399267197s, input_fired_time: 0.1411527097, output_fired_time: 0.0000000000, propagate_forward_time: 10.6790113449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5197629929
validation[          , genome  7039] predictions:    9749/  10000 (97.49%), best:    9761/10000 (97.61%), error:       762.69843, best error:       733.46869 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 142.8981323242s, input_fired_time: 1.1022049189, output_fired_time: 1.1174473763, propagate_forward_time: 54.1962242126, propagate_backward_time: 83.5324096680, weight_update_time: 0.1995756626, other_time: 2.9498443604
epoch time: 10.7048377991s, input_fired_time: 0.1356631815, output_fired_time: 0.0000000000, propagate_forward_time: 10.0295362473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396385193
validation[          , genome  7039] predictions:    9740/  10000 (97.40%), best:    9761/10000 (97.61%), error:       819.07587, best error:       733.46869 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 145.1465301514s, input_fired_time: 1.1047625542, output_fired_time: 1.1325737238, propagate_forward_time: 55.3916130066, propagate_backward_time: 84.6086349487, weight_update_time: 0.2013270259, other_time: 2.9089431763
epoch time: 11.9084739685s, input_fired_time: 0.1392263025, output_fired_time: 0.0000000000, propagate_forward_time: 11.2614908218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077571869
validation[          , genome  7039] predictions:    9736/  10000 (97.36%), best:    9761/10000 (97.61%), error:       836.28131, best error:       733.46869 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 144.3888244629s, input_fired_time: 1.0956215858, output_fired_time: 1.1171208620, propagate_forward_time: 55.0035285950, propagate_backward_time: 84.3053665161, weight_update_time: 0.2000956386, other_time: 2.8671798706
epoch time: 11.8014450073s, input_fired_time: 0.1413610876, output_fired_time: 0.0000000000, propagate_forward_time: 11.1455478668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5145359039
validation[          , genome  7039] predictions:    9731/  10000 (97.31%), best:    9761/10000 (97.61%), error:       890.61633, best error:       733.46869 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 141.8891448975s, input_fired_time: 1.0887951851, output_fired_time: 1.1155841351, propagate_forward_time: 53.4237709045, propagate_backward_time: 83.2705078125, weight_update_time: 0.1993243694, other_time: 2.9904937744
epoch time: 11.6601219177s, input_fired_time: 0.1412673891, output_fired_time: 0.0000000000, propagate_forward_time: 10.9970388412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5218153000
validation[          , genome  7039] predictions:    9729/  10000 (97.29%), best:    9761/10000 (97.61%), error:       879.76843, best error:       733.46869 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 144.9849090576s, input_fired_time: 1.1028826237, output_fired_time: 1.1274307966, propagate_forward_time: 55.2049331665, propagate_backward_time: 84.6313858032, weight_update_time: 0.2020130903, other_time: 2.9182739258
epoch time: 11.8956747055s, input_fired_time: 0.1428916007, output_fired_time: 0.0000000000, propagate_forward_time: 11.2245340347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5282487869
validation[          , genome  7039] predictions:    9767/  10000 (97.67%), best:    9761/10000 (97.61%), error:       771.35559, best error:       733.46869 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 141.6581726074s, input_fired_time: 1.0902436972, output_fired_time: 1.1100032330, propagate_forward_time: 53.7795333862, propagate_backward_time: 82.7476806641, weight_update_time: 0.1971765161, other_time: 2.9307174683
epoch time: 11.7961664200s, input_fired_time: 0.1385969669, output_fired_time: 0.0000000000, propagate_forward_time: 11.1515235901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5060462952
validation[          , genome  7039] predictions:    9723/  10000 (97.23%), best:    9761/10000 (97.61%), error:       871.31512, best error:       733.46869 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 142.8003387451s, input_fired_time: 1.0958701372, output_fired_time: 1.1193269491, propagate_forward_time: 54.1535682678, propagate_backward_time: 83.4507141113, weight_update_time: 0.2015614361, other_time: 2.9808654785
epoch time: 11.7535009384s, input_fired_time: 0.1400453448, output_fired_time: 0.0000000000, propagate_forward_time: 11.0958909988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5175647736
validation[          , genome  7039] predictions:    9668/  10000 (96.68%), best:    9761/10000 (97.61%), error:      1082.68518, best error:       733.46869 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 143.8292083740s, input_fired_time: 1.1060603857, output_fired_time: 1.1231411695, propagate_forward_time: 54.5357894897, propagate_backward_time: 84.1103363037, weight_update_time: 0.2014916688, other_time: 2.9538803101
epoch time: 11.5208740234s, input_fired_time: 0.1402895004, output_fired_time: 0.0000000000, propagate_forward_time: 10.8535614014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5270233154
validation[          , genome  7039] predictions:    9739/  10000 (97.39%), best:    9761/10000 (97.61%), error:       857.16479, best error:       733.46869 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 143.9516601563s, input_fired_time: 1.1070405245, output_fired_time: 1.1229224205, propagate_forward_time: 54.6973190308, propagate_backward_time: 84.0423660278, weight_update_time: 0.2033234388, other_time: 2.9820098877
epoch time: 11.4518680573s, input_fired_time: 0.1400158256, output_fired_time: 0.0000000000, propagate_forward_time: 10.7996139526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122385025
validation[          , genome  7039] predictions:    9760/  10000 (97.60%), best:    9761/10000 (97.61%), error:       767.11621, best error:       733.46869 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 144.5233154297s, input_fired_time: 1.1102821827, output_fired_time: 1.1267918348, propagate_forward_time: 54.9811782837, propagate_backward_time: 84.3698959351, weight_update_time: 0.2018108964, other_time: 2.9351806641
epoch time: 11.7416276932s, input_fired_time: 0.1401515454, output_fired_time: 0.0000000000, propagate_forward_time: 11.0880231857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5134525299
validation[          , genome  7039] predictions:    9724/  10000 (97.24%), best:    9761/10000 (97.61%), error:       858.55896, best error:       733.46869 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 143.4902496338s, input_fired_time: 1.1035212278, output_fired_time: 1.1211674213, propagate_forward_time: 54.4847335815, propagate_backward_time: 83.8081741333, weight_update_time: 0.2001139969, other_time: 2.9726562500
epoch time: 11.9162120819s, input_fired_time: 0.1472259164, output_fired_time: 0.0000000000, propagate_forward_time: 11.2368583679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321273804
validation[          , genome  7039] predictions:    9762/  10000 (97.62%), best:    9761/10000 (97.61%), error:       764.93433, best error:       733.46869 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 142.0940551758s, input_fired_time: 1.0935509205, output_fired_time: 1.1113929749, propagate_forward_time: 53.6929664612, propagate_backward_time: 83.2416992188, weight_update_time: 0.1959442198, other_time: 2.9544525146
epoch time: 11.7684698105s, input_fired_time: 0.1412732154, output_fired_time: 0.0000000000, propagate_forward_time: 11.1038522720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5233440399
validation[          , genome  7039] predictions:    9732/  10000 (97.32%), best:    9761/10000 (97.61%), error:       816.35913, best error:       733.46869 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 143.4203643799s, input_fired_time: 1.1107610464, output_fired_time: 1.1175454855, propagate_forward_time: 54.3602256775, propagate_backward_time: 83.8719558716, weight_update_time: 0.2006002963, other_time: 2.9598770142
epoch time: 11.9506349564s, input_fired_time: 0.1422149390, output_fired_time: 0.0000000000, propagate_forward_time: 11.2841701508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5242500305
validation[          , genome  7039] predictions:    9734/  10000 (97.34%), best:    9761/10000 (97.61%), error:       820.66846, best error:       733.46869 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 145.1475677490s, input_fired_time: 1.1117453575, output_fired_time: 1.1285039186, propagate_forward_time: 55.3640708923, propagate_backward_time: 84.6329956055, weight_update_time: 0.2008102685, other_time: 2.9102478027
epoch time: 11.6495809555s, input_fired_time: 0.1398953199, output_fired_time: 0.0000000000, propagate_forward_time: 10.9829301834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267553329
validation[          , genome  7039] predictions:    9743/  10000 (97.43%), best:    9761/10000 (97.61%), error:       810.68860, best error:       733.46869 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 143.6466827393s, input_fired_time: 1.1051913500, output_fired_time: 1.1218203306, propagate_forward_time: 54.4569702148, propagate_backward_time: 83.9978179932, weight_update_time: 0.2004634887, other_time: 2.9648742676
epoch time: 11.8087091446s, input_fired_time: 0.1410780847, output_fired_time: 0.0000000000, propagate_forward_time: 11.1443777084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5232534409
validation[          , genome  7039] predictions:    9766/  10000 (97.66%), best:    9761/10000 (97.61%), error:       776.23602, best error:       733.46869 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 142.8294219971s, input_fired_time: 1.1074434519, output_fired_time: 1.1189798117, propagate_forward_time: 53.9636268616, propagate_backward_time: 83.6339874268, weight_update_time: 0.2015454024, other_time: 3.0054016113
epoch time: 11.8009519577s, input_fired_time: 0.1406398565, output_fired_time: 0.0000000000, propagate_forward_time: 11.1410551071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5192565918
validation[          , genome  7039] predictions:    9744/  10000 (97.44%), best:    9761/10000 (97.61%), error:       795.11963, best error:       733.46869 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 144.1961059570s, input_fired_time: 1.1114716530, output_fired_time: 1.1260035038, propagate_forward_time: 54.8281402588, propagate_backward_time: 84.1664047241, weight_update_time: 0.2026286274, other_time: 2.9640884399
epoch time: 11.7630767822s, input_fired_time: 0.1411067247, output_fired_time: 0.0000000000, propagate_forward_time: 11.0922679901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5297021866
validation[          , genome  7039] predictions:    9752/  10000 (97.52%), best:    9761/10000 (97.61%), error:       795.85590, best error:       733.46869 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 143.6534729004s, input_fired_time: 1.1048005819, output_fired_time: 1.1191550493, propagate_forward_time: 54.4580955505, propagate_backward_time: 84.0195236206, weight_update_time: 0.2019957453, other_time: 2.9518966675
epoch time: 11.9821586609s, input_fired_time: 0.1427041292, output_fired_time: 0.0000000000, propagate_forward_time: 11.3133020401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5261526108
validation[          , genome  7039] predictions:    9713/  10000 (97.13%), best:    9761/10000 (97.61%), error:       889.90533, best error:       733.46869 on epoch:    81, 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: 57.8184089661s, input_fired_time: 0.6998943686, output_fired_time: 0.0000000000, propagate_forward_time: 54.4114456177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7070693970
best training[          , genome  7039] predictions:   49561/  50000 (99.12%), best:    9761/10000 (97.61%), error:      1706.94873, best error:       733.46869 on epoch:    81, 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: 11.1788377762s, input_fired_time: 0.1333985776, output_fired_time: 0.0000000000, propagate_forward_time: 10.5369300842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5085086823
   testing[          , genome  7039] predictions:    9783/  10000 (97.83%), best:    9761/10000 (97.61%), error:       704.25885, best error:       733.46869 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:16:20 (3628): called boinc_finish(0)

</stderr_txt>
]]>