Nameexact_genome_1512568488_44_7142_0
Workunit2606990
Created8 Dec 2017, 0:03:04 UTC
Sent8 Dec 2017, 0:12:43 UTC
Report deadline19 Dec 2017, 10:23:20 UTC
Received8 Dec 2017, 17:03:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time4 hours 54 min 3 sec
CPU time4 hours 19 min 20 sec
Validate stateValid
Credit2,856.01
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.98 MB
Peak swap size160.91 MB
Peak disk usage2.14 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ns:    9752/  10000 (97.52%), best:    9762/10000 (97.62%), error:       819.08258, best error:       800.98633 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 136.3325347900s, input_fired_time: 2.2427225113, output_fired_time: 1.8918006420, propagate_forward_time: 48.9251861572, propagate_backward_time: 80.0777893066, weight_update_time: 0.1334429383, other_time: 3.1950378418
epoch time: 11.1008939743s, input_fired_time: 0.2692213356, output_fired_time: 0.0000000000, propagate_forward_time: 10.2372159958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5944566727
validation[          , genome  7142] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       733.59253, best error:       733.59253 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 136.2767639160s, input_fired_time: 2.2343673706, output_fired_time: 1.8789123297, propagate_forward_time: 48.5982475281, propagate_backward_time: 80.3628311157, weight_update_time: 0.1347981691, other_time: 3.2024002075
epoch time: 10.5774202347s, input_fired_time: 0.2590318918, output_fired_time: 0.0000000000, propagate_forward_time: 9.7414751053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5769128799
validation[          , genome  7142] predictions:    9687/  10000 (96.87%), best:    9775/10000 (97.75%), error:      1005.67773, best error:       733.59253 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 135.5948791504s, input_fired_time: 2.2388062477, output_fired_time: 1.8807551861, propagate_forward_time: 48.6355285645, propagate_backward_time: 79.6473464966, weight_update_time: 0.1342707872, other_time: 3.1924514771
epoch time: 9.8884382248s, input_fired_time: 0.2489580661, output_fired_time: 0.0000000000, propagate_forward_time: 9.0831527710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5563278198
validation[          , genome  7142] predictions:    9782/  10000 (97.82%), best:    9775/10000 (97.75%), error:       753.42078, best error:       733.59253 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 212.1135864258s, input_fired_time: 2.7325892448, output_fired_time: 2.4530215263, propagate_forward_time: 79.0202713013, propagate_backward_time: 123.3327331543, weight_update_time: 0.1549081355, other_time: 4.5749740601
epoch time: 17.7921237946s, input_fired_time: 0.3055512607, output_fired_time: 0.0000000000, propagate_forward_time: 16.8203849792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6661872864
validation[          , genome  7142] predictions:    9763/  10000 (97.63%), best:    9775/10000 (97.75%), error:       775.78326, best error:       733.59253 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 209.7491455078s, input_fired_time: 3.4338722229, output_fired_time: 2.1387860775, propagate_forward_time: 78.7426223755, propagate_backward_time: 120.6779251099, weight_update_time: 0.1507219970, other_time: 4.7559509277
epoch time: 16.2564811707s, input_fired_time: 0.2898209095, output_fired_time: 0.0000000000, propagate_forward_time: 15.3310871124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6355733871
validation[          , genome  7142] predictions:    9745/  10000 (97.45%), best:    9775/10000 (97.75%), error:       784.44147, best error:       733.59253 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 213.2760772705s, input_fired_time: 3.7165651321, output_fired_time: 3.1795668602, propagate_forward_time: 76.5917053223, propagate_backward_time: 124.7414321899, weight_update_time: 0.1530337334, other_time: 5.0468063354
epoch time: 16.2680587769s, input_fired_time: 0.2899842858, output_fired_time: 0.0000000000, propagate_forward_time: 15.3439989090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6340751648
validation[          , genome  7142] predictions:    9760/  10000 (97.60%), best:    9775/10000 (97.75%), error:       811.94684, best error:       733.59253 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 209.8461914063s, input_fired_time: 3.4327678680, output_fired_time: 3.1482980251, propagate_forward_time: 76.3944168091, propagate_backward_time: 122.3568649292, weight_update_time: 0.1511914730, other_time: 4.5138397217
epoch time: 18.7412319183s, input_fired_time: 0.3188747466, output_fired_time: 0.0000000000, propagate_forward_time: 16.9688091278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4535484314
validation[          , genome  7142] predictions:    9779/  10000 (97.79%), best:    9775/10000 (97.75%), error:       739.23981, best error:       733.59253 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 215.6170654297s, input_fired_time: 3.4818875790, output_fired_time: 2.9449467659, propagate_forward_time: 81.6995773315, propagate_backward_time: 121.9167404175, weight_update_time: 0.1548472047, other_time: 5.5739135742
epoch time: 16.2050399780s, input_fired_time: 0.2893714309, output_fired_time: 0.0000000000, propagate_forward_time: 15.0337285995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8819398880
validation[          , genome  7142] predictions:    9765/  10000 (97.65%), best:    9775/10000 (97.75%), error:       787.61182, best error:       733.59253 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 222.9620666504s, input_fired_time: 3.7916634083, output_fired_time: 3.5227468014, propagate_forward_time: 84.0920104980, propagate_backward_time: 126.4158020020, weight_update_time: 0.1585291326, other_time: 5.1398468018
epoch time: 16.9233341217s, input_fired_time: 0.5485101342, output_fired_time: 0.0000000000, propagate_forward_time: 14.9782609940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3965635300
validation[          , genome  7142] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       669.97797, best error:       669.97797 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 228.8467102051s, input_fired_time: 3.3257961273, output_fired_time: 3.8154940605, propagate_forward_time: 85.7902526855, propagate_backward_time: 130.9561614990, weight_update_time: 0.1623051763, other_time: 4.9590148926
epoch time: 16.3872032166s, input_fired_time: 0.5381253362, output_fired_time: 0.0000000000, propagate_forward_time: 15.2053318024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6437463760
validation[          , genome  7142] predictions:    9753/  10000 (97.53%), best:    9795/10000 (97.95%), error:       824.43176, best error:       669.97797 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 226.2903900146s, input_fired_time: 3.3030648232, output_fired_time: 3.0276675224, propagate_forward_time: 81.3380355835, propagate_backward_time: 133.9259338379, weight_update_time: 0.1615453511, other_time: 4.6956787109
epoch time: 18.2504520416s, input_fired_time: 0.3177622259, output_fired_time: 0.0000000000, propagate_forward_time: 17.0027828217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9299068451
validation[          , genome  7142] predictions:    9781/  10000 (97.81%), best:    9795/10000 (97.95%), error:       705.61957, best error:       669.97797 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 222.1989135742s, input_fired_time: 3.7837212086, output_fired_time: 2.5026311874, propagate_forward_time: 83.8217468262, propagate_backward_time: 127.4474792480, weight_update_time: 0.1586785913, other_time: 4.6433410645
epoch time: 18.0004100800s, input_fired_time: 0.5632401109, output_fired_time: 0.0000000000, propagate_forward_time: 16.5240020752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9131679535
validation[          , genome  7142] predictions:    9756/  10000 (97.56%), best:    9795/10000 (97.95%), error:       812.28198, best error:       669.97797 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 226.3893890381s, input_fired_time: 3.0620882511, output_fired_time: 3.0476961136, propagate_forward_time: 83.1785812378, propagate_backward_time: 131.6737976074, weight_update_time: 0.1604086459, other_time: 5.4272155762
epoch time: 17.4115314484s, input_fired_time: 0.2975983024, output_fired_time: 0.0000000000, propagate_forward_time: 16.4601020813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6538314819
validation[          , genome  7142] predictions:    9780/  10000 (97.80%), best:    9795/10000 (97.95%), error:       733.15814, best error:       669.97797 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 184.7195739746s, input_fired_time: 2.3817179203, output_fired_time: 2.5614163876, propagate_forward_time: 68.1493682861, propagate_backward_time: 106.9638061523, weight_update_time: 0.1463009119, other_time: 4.6632690430
epoch time: 11.8483333588s, input_fired_time: 0.2824956477, output_fired_time: 0.0000000000, propagate_forward_time: 10.9557132721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6101245880
validation[          , genome  7142] predictions:    9769/  10000 (97.69%), best:    9795/10000 (97.95%), error:       764.94080, best error:       669.97797 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 138.0844726563s, input_fired_time: 2.2548313141, output_fired_time: 1.9025764465, propagate_forward_time: 49.6238136292, propagate_backward_time: 81.1324996948, weight_update_time: 0.1336210966, other_time: 3.1707534790
epoch time: 10.9701175690s, input_fired_time: 0.2723010778, output_fired_time: 0.0000000000, propagate_forward_time: 10.1126966476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5851202011
validation[          , genome  7142] predictions:    9787/  10000 (97.87%), best:    9795/10000 (97.95%), error:       721.61359, best error:       669.97797 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 144.0010070801s, input_fired_time: 2.3132569790, output_fired_time: 1.9718954563, propagate_forward_time: 51.9101371765, propagate_backward_time: 84.5410461426, weight_update_time: 0.1387641728, other_time: 3.2646636963
epoch time: 10.8785371780s, input_fired_time: 0.2647647560, output_fired_time: 0.0000000000, propagate_forward_time: 10.0317220688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5820503235
validation[          , genome  7142] predictions:    9747/  10000 (97.47%), best:    9795/10000 (97.95%), error:       878.79584, best error:       669.97797 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 126.4155197144s, input_fired_time: 2.1529378891, output_fired_time: 1.7548416853, propagate_forward_time: 44.9777412415, propagate_backward_time: 74.4878845215, weight_update_time: 0.1258631796, other_time: 3.0421142578
epoch time: 9.7652559280s, input_fired_time: 0.2457575053, output_fired_time: 0.0000000000, propagate_forward_time: 8.9695224762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5499763489
validation[          , genome  7142] predictions:    9767/  10000 (97.67%), best:    9795/10000 (97.95%), error:       756.59650, best error:       669.97797 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 135.6775207520s, input_fired_time: 2.2380785942, output_fired_time: 1.8726489544, propagate_forward_time: 48.7886734009, propagate_backward_time: 79.6261672974, weight_update_time: 0.1323262751, other_time: 3.1519470215
epoch time: 10.7215747833s, input_fired_time: 0.2642932534, output_fired_time: 0.0000000000, propagate_forward_time: 9.8784770966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5788040161
validation[          , genome  7142] predictions:    9804/  10000 (98.04%), best:    9804/10000 (98.04%), error:       654.03577, best error:       654.03577 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 133.8836364746s, input_fired_time: 2.2254915237, output_fired_time: 1.8501822948, propagate_forward_time: 48.0979461670, propagate_backward_time: 78.5790557861, weight_update_time: 0.1313933134, other_time: 3.1309509277
epoch time: 10.1060457230s, input_fired_time: 0.2556091547, output_fired_time: 0.0000000000, propagate_forward_time: 9.2915096283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5589265823
validation[          , genome  7142] predictions:    9722/  10000 (97.22%), best:    9804/10000 (98.04%), error:       926.25720, best error:       654.03577 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 142.7656707764s, input_fired_time: 2.2990219593, output_fired_time: 1.9532260895, propagate_forward_time: 51.2900123596, propagate_backward_time: 83.9631500244, weight_update_time: 0.1390241981, other_time: 3.2602539063
epoch time: 10.8199615479s, input_fired_time: 0.2658170164, output_fired_time: 0.0000000000, propagate_forward_time: 9.9751691818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5789756775
validation[          , genome  7142] predictions:    9772/  10000 (97.72%), best:    9804/10000 (98.04%), error:       768.37189, best error:       654.03577 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 139.4410400391s, input_fired_time: 2.2715926170, output_fired_time: 1.9159760475, propagate_forward_time: 50.0587768555, propagate_backward_time: 81.9748687744, weight_update_time: 0.1362512261, other_time: 3.2198333740
epoch time: 11.5893831253s, input_fired_time: 0.2808207870, output_fired_time: 0.0000000000, propagate_forward_time: 10.7034807205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6050815582
validation[          , genome  7142] predictions:    9756/  10000 (97.56%), best:    9804/10000 (98.04%), error:       768.09656, best error:       654.03577 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 136.7773742676s, input_fired_time: 2.2473390102, output_fired_time: 1.8829455376, propagate_forward_time: 48.9842414856, propagate_backward_time: 80.4845962524, weight_update_time: 0.1333041489, other_time: 3.1782455444
epoch time: 9.7950859070s, input_fired_time: 0.2492023408, output_fired_time: 0.0000000000, propagate_forward_time: 8.9981536865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5477294922
validation[          , genome  7142] predictions:    9781/  10000 (97.81%), best:    9804/10000 (98.04%), error:       729.55029, best error:       654.03577 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 134.9756164551s, input_fired_time: 2.2380447388, output_fired_time: 1.8557028770, propagate_forward_time: 48.3208236694, propagate_backward_time: 79.4172439575, weight_update_time: 0.1319728941, other_time: 3.1438140869
epoch time: 10.5370683670s, input_fired_time: 0.2627080977, output_fired_time: 0.0000000000, propagate_forward_time: 9.7045145035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5698461533
validation[          , genome  7142] predictions:    9788/  10000 (97.88%), best:    9804/10000 (98.04%), error:       713.79700, best error:       654.03577 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 137.0182495117s, input_fired_time: 2.2579314709, output_fired_time: 1.8924758434, propagate_forward_time: 49.3772773743, propagate_backward_time: 80.3096694946, weight_update_time: 0.1337547004, other_time: 3.1809005737
epoch time: 10.7473115921s, input_fired_time: 0.2645604908, output_fired_time: 0.0000000000, propagate_forward_time: 9.9061059952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5766448975
validation[          , genome  7142] predictions:    9789/  10000 (97.89%), best:    9804/10000 (98.04%), error:       703.68750, best error:       654.03577 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 135.7976074219s, input_fired_time: 2.2407400608, output_fired_time: 1.8657454252, propagate_forward_time: 48.5917854309, propagate_backward_time: 79.9340972900, weight_update_time: 0.1328934729, other_time: 3.1652526855
epoch time: 10.5776996613s, input_fired_time: 0.2639962733, output_fired_time: 0.0000000000, propagate_forward_time: 9.7406625748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5730409622
validation[          , genome  7142] predictions:    9747/  10000 (97.47%), best:    9804/10000 (98.04%), error:       814.05084, best error:       654.03577 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 135.8056030273s, input_fired_time: 2.2542335987, output_fired_time: 1.8747369051, propagate_forward_time: 48.7769470215, propagate_backward_time: 79.7398071289, weight_update_time: 0.1323979646, other_time: 3.1598815918
epoch time: 11.2660226822s, input_fired_time: 0.2748733759, output_fired_time: 0.0000000000, propagate_forward_time: 10.3992891312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5918598175
validation[          , genome  7142] predictions:    9767/  10000 (97.67%), best:    9804/10000 (98.04%), error:       767.26776, best error:       654.03577 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 134.7303619385s, input_fired_time: 2.2392108440, output_fired_time: 1.8631719351, propagate_forward_time: 48.1607398987, propagate_backward_time: 79.3317108154, weight_update_time: 0.1315843165, other_time: 3.1355285645
epoch time: 10.2789211273s, input_fired_time: 0.2604127824, output_fired_time: 0.0000000000, propagate_forward_time: 9.4513063431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5672016144
validation[          , genome  7142] predictions:    9790/  10000 (97.90%), best:    9804/10000 (98.04%), error:       723.62457, best error:       654.03577 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 137.6689147949s, input_fired_time: 2.2661242485, output_fired_time: 1.9054698944, propagate_forward_time: 49.5864028931, propagate_backward_time: 80.7085189819, weight_update_time: 0.1349911988, other_time: 3.2023925781
epoch time: 11.2611074448s, input_fired_time: 0.2770366073, output_fired_time: 0.0000000000, propagate_forward_time: 10.3888330460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5952377319
validation[          , genome  7142] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       640.37085, best error:       640.37085 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 126.2982482910s, input_fired_time: 2.1643390656, output_fired_time: 1.7533169985, propagate_forward_time: 44.9302062988, propagate_backward_time: 74.4094696045, weight_update_time: 0.1255774945, other_time: 3.0409164429
epoch time: 9.0025043488s, input_fired_time: 0.2355358154, output_fired_time: 0.0000000000, propagate_forward_time: 8.2414646149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5255041122
validation[          , genome  7142] predictions:    9787/  10000 (97.87%), best:    9810/10000 (98.10%), error:       700.39832, best error:       640.37085 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 133.0342559814s, input_fired_time: 2.2358055115, output_fired_time: 1.8442032337, propagate_forward_time: 47.6499824524, propagate_backward_time: 78.1647872925, weight_update_time: 0.1311900914, other_time: 3.1394729614
epoch time: 11.7571668625s, input_fired_time: 0.2827153504, output_fired_time: 0.0000000000, propagate_forward_time: 10.8609113693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6135396957
validation[          , genome  7142] predictions:    9797/  10000 (97.97%), best:    9810/10000 (98.10%), error:       668.96802, best error:       640.37085 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 123.8942718506s, input_fired_time: 2.1581890583, output_fired_time: 1.7284659147, propagate_forward_time: 43.7934951782, propagate_backward_time: 73.1999282837, weight_update_time: 0.1241617650, other_time: 3.0141983032
epoch time: 8.5441255569s, input_fired_time: 0.2318862379, output_fired_time: 0.0000000000, propagate_forward_time: 7.7990555763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5131840706
validation[          , genome  7142] predictions:    9793/  10000 (97.93%), best:    9810/10000 (98.10%), error:       663.22424, best error:       640.37085 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 124.5678253174s, input_fired_time: 2.1481900215, output_fired_time: 1.7153778076, propagate_forward_time: 44.3079071045, propagate_backward_time: 73.3770141602, weight_update_time: 0.1242452487, other_time: 3.0193328857
epoch time: 15.8890924454s, input_fired_time: 0.5388218164, output_fired_time: 0.0000000000, propagate_forward_time: 14.2288770676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1213932037
validation[          , genome  7142] predictions:    9793/  10000 (97.93%), best:    9810/10000 (98.10%), error:       701.11365, best error:       640.37085 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 220.9746093750s, input_fired_time: 2.7823197842, output_fired_time: 3.7349259853, propagate_forward_time: 82.7725219727, propagate_backward_time: 127.3192443848, weight_update_time: 0.1567984968, other_time: 4.3656005859
epoch time: 15.4840764999s, input_fired_time: 0.2855595052, output_fired_time: 0.0000000000, propagate_forward_time: 14.5817365646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6167802811
validation[          , genome  7142] predictions:    9792/  10000 (97.92%), best:    9810/10000 (98.10%), error:       697.86023, best error:       640.37085 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 206.7070007324s, input_fired_time: 3.1858186722, output_fired_time: 3.1069543362, propagate_forward_time: 75.7559585571, propagate_backward_time: 119.6820297241, weight_update_time: 0.1480641961, other_time: 4.9762420654
epoch time: 16.9074172974s, input_fired_time: 0.5469583273, output_fired_time: 0.0000000000, propagate_forward_time: 15.7144670486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6459913254
validation[          , genome  7142] predictions:    9796/  10000 (97.96%), best:    9810/10000 (98.10%), error:       654.46014, best error:       640.37085 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 176.9547271729s, input_fired_time: 2.7371873856, output_fired_time: 2.5927677155, propagate_forward_time: 64.5403671265, propagate_backward_time: 103.1772918701, weight_update_time: 0.3814532757, other_time: 3.9071121216
epoch time: 14.8965721130s, input_fired_time: 0.5250239372, output_fired_time: 0.0000000000, propagate_forward_time: 13.2699050903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1016426086
validation[          , genome  7142] predictions:    9743/  10000 (97.43%), best:    9810/10000 (98.10%), error:       841.34534, best error:       640.37085 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 175.5549163818s, input_fired_time: 2.7258656025, output_fired_time: 2.8255698681, propagate_forward_time: 63.1618766785, propagate_backward_time: 102.4424209595, weight_update_time: 0.1306554824, other_time: 4.3991775513
epoch time: 15.4283189774s, input_fired_time: 0.2824982703, output_fired_time: 0.0000000000, propagate_forward_time: 14.5322475433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6135730743
validation[          , genome  7142] predictions:    9801/  10000 (98.01%), best:    9810/10000 (98.10%), error:       647.37061, best error:       640.37085 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 174.1308135986s, input_fired_time: 2.4734864235, output_fired_time: 2.0632619858, propagate_forward_time: 62.6625556946, propagate_backward_time: 102.7981262207, weight_update_time: 0.1298302114, other_time: 4.1333923340
epoch time: 12.8924531937s, input_fired_time: 0.5036762953, output_fired_time: 0.0000000000, propagate_forward_time: 11.5875949860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8011817932
validation[          , genome  7142] predictions:    9796/  10000 (97.96%), best:    9810/10000 (98.10%), error:       681.55853, best error:       640.37085 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 172.0486602783s, input_fired_time: 2.2132899761, output_fired_time: 1.7881836891, propagate_forward_time: 62.0598220825, propagate_backward_time: 101.8882827759, weight_update_time: 0.1280919015, other_time: 4.0990905762
epoch time: 16.0567264557s, input_fired_time: 0.2916278243, output_fired_time: 0.0000000000, propagate_forward_time: 14.8884172440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8766813278
validation[          , genome  7142] predictions:    9751/  10000 (97.51%), best:    9810/10000 (98.10%), error:       789.23639, best error:       640.37085 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 178.6480712891s, input_fired_time: 3.5034954548, output_fired_time: 2.5990905762, propagate_forward_time: 64.6895599365, propagate_backward_time: 103.9354095459, weight_update_time: 0.1324659586, other_time: 3.9205169678
epoch time: 11.7709655762s, input_fired_time: 0.2376018167, output_fired_time: 0.0000000000, propagate_forward_time: 10.7591876984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7741756439
validation[          , genome  7142] predictions:    9780/  10000 (97.80%), best:    9810/10000 (98.10%), error:       686.20752, best error:       640.37085 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 178.1331939697s, input_fired_time: 3.2596809864, output_fired_time: 2.6005074978, propagate_forward_time: 63.9594573975, propagate_backward_time: 104.3901901245, weight_update_time: 0.1323794276, other_time: 3.9233627319
epoch time: 13.6280221939s, input_fired_time: 0.2565363348, output_fired_time: 0.0000000000, propagate_forward_time: 12.5544166565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8170690536
validation[          , genome  7142] predictions:    9774/  10000 (97.74%), best:    9810/10000 (98.10%), error:       722.10620, best error:       640.37085 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 167.8908386230s, input_fired_time: 2.4288806915, output_fired_time: 2.7558462620, propagate_forward_time: 59.1948051453, propagate_backward_time: 99.1830215454, weight_update_time: 0.1259409785, other_time: 4.3282852173
epoch time: 11.9817705154s, input_fired_time: 0.2424166948, output_fired_time: 0.0000000000, propagate_forward_time: 10.9588479996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7805061340
validation[          , genome  7142] predictions:    9806/  10000 (98.06%), best:    9810/10000 (98.10%), error:       666.25708, best error:       640.37085 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 145.5397491455s, input_fired_time: 2.4537227154, output_fired_time: 2.0250525475, propagate_forward_time: 51.5478401184, propagate_backward_time: 86.4547042847, weight_update_time: 0.1264115274, other_time: 3.0584335327
epoch time: 9.4518651962s, input_fired_time: 0.2466761023, output_fired_time: 0.0000000000, propagate_forward_time: 8.6687259674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5364627838
validation[          , genome  7142] predictions:    9804/  10000 (98.04%), best:    9810/10000 (98.10%), error:       651.44281, best error:       640.37085 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 133.7021331787s, input_fired_time: 2.2552368641, output_fired_time: 1.8463436365, propagate_forward_time: 47.8027763367, propagate_backward_time: 78.6711044312, weight_update_time: 0.1311757416, other_time: 3.1266708374
epoch time: 8.6230030060s, input_fired_time: 0.2338206023, output_fired_time: 0.0000000000, propagate_forward_time: 7.8752083778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5139737129
validation[          , genome  7142] predictions:    9790/  10000 (97.90%), best:    9810/10000 (98.10%), error:       701.37671, best error:       640.37085 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 125.0448684692s, input_fired_time: 2.1765336990, output_fired_time: 1.7316144705, propagate_forward_time: 44.2316589355, propagate_backward_time: 73.8866806030, weight_update_time: 0.1246835291, other_time: 3.0183792114
epoch time: 8.3812150955s, input_fired_time: 0.2293819785, output_fired_time: 0.0000000000, propagate_forward_time: 7.6458606720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5059728622
validation[          , genome  7142] predictions:    9760/  10000 (97.60%), best:    9810/10000 (98.10%), error:       806.00769, best error:       640.37085 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 131.2838439941s, input_fired_time: 2.2409706116, output_fired_time: 1.8231180906, propagate_forward_time: 47.0441474915, propagate_backward_time: 77.0914382935, weight_update_time: 0.1285952777, other_time: 3.0841751099
epoch time: 10.2100563049s, input_fired_time: 0.2626225650, output_fired_time: 0.0000000000, propagate_forward_time: 9.3828229904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5646104813
validation[          , genome  7142] predictions:    9780/  10000 (97.80%), best:    9810/10000 (98.10%), error:       746.90173, best error:       640.37085 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 120.5910110474s, input_fired_time: 2.1361150742, output_fired_time: 1.6812757254, propagate_forward_time: 42.4669380188, propagate_backward_time: 71.3643417358, weight_update_time: 0.1204830110, other_time: 2.9423446655
epoch time: 9.5031795502s, input_fired_time: 0.2507403791, output_fired_time: 0.0000000000, propagate_forward_time: 8.7131242752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393152237
validation[          , genome  7142] predictions:    9784/  10000 (97.84%), best:    9810/10000 (98.10%), error:       689.95776, best error:       640.37085 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 123.4927291870s, input_fired_time: 2.1672079563, output_fired_time: 1.7226983309, propagate_forward_time: 43.7792282104, propagate_backward_time: 72.8429718018, weight_update_time: 0.1229714155, other_time: 2.9806213379
epoch time: 8.7464761734s, input_fired_time: 0.2387661040, output_fired_time: 0.0000000000, propagate_forward_time: 7.9912700653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5164403915
validation[          , genome  7142] predictions:    9784/  10000 (97.84%), best:    9810/10000 (98.10%), error:       727.42523, best error:       640.37085 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 115.5830612183s, input_fired_time: 2.0921502113, output_fired_time: 1.6227618456, propagate_forward_time: 40.3891296387, propagate_backward_time: 68.6104202271, weight_update_time: 0.1163208783, other_time: 2.8685989380
epoch time: 10.1572456360s, input_fired_time: 0.2594864964, output_fired_time: 0.0000000000, propagate_forward_time: 9.3358259201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5619335175
validation[          , genome  7142] predictions:    9796/  10000 (97.96%), best:    9810/10000 (98.10%), error:       697.27228, best error:       640.37085 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 120.6742401123s, input_fired_time: 2.1368019581, output_fired_time: 1.6896076202, propagate_forward_time: 42.4145698547, propagate_backward_time: 71.4825820923, weight_update_time: 0.1210990101, other_time: 2.9506759644
epoch time: 9.4979143143s, input_fired_time: 0.2483026981, output_fired_time: 0.0000000000, propagate_forward_time: 8.7087135315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408983231
validation[          , genome  7142] predictions:    9768/  10000 (97.68%), best:    9810/10000 (98.10%), error:       755.32385, best error:       640.37085 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 113.5096588135s, input_fired_time: 2.0764300823, output_fired_time: 1.5962557793, propagate_forward_time: 39.6237945557, propagate_backward_time: 67.3657226563, weight_update_time: 0.1155103892, other_time: 2.8474578857
epoch time: 8.8309450150s, input_fired_time: 0.2409041971, output_fired_time: 0.0000000000, propagate_forward_time: 8.0707015991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5193395615
validation[          , genome  7142] predictions:    9764/  10000 (97.64%), best:    9810/10000 (98.10%), error:       753.21814, best error:       640.37085 on epoch:    42, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 114.1101837158s, input_fired_time: 2.0783138275, output_fired_time: 1.6023323536, propagate_forward_time: 39.8320388794, propagate_backward_time: 67.7442626953, weight_update_time: 0.1155452058, other_time: 2.8532333374
epoch time: 11.1812438965s, input_fired_time: 0.2746445537, output_fired_time: 0.0000000000, propagate_forward_time: 10.3162403107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5903587341
validation[          , genome  7142] predictions:    9789/  10000 (97.89%), best:    9810/10000 (98.10%), error:       676.55481, best error:       640.37085 on epoch:    42, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 115.7455978394s, input_fired_time: 2.1037907600, output_fired_time: 1.6230837107, propagate_forward_time: 40.4992942810, propagate_backward_time: 68.6349945068, weight_update_time: 0.1170346513, other_time: 2.8844299316
epoch time: 8.3880224228s, input_fired_time: 0.2333157212, output_fired_time: 0.0000000000, propagate_forward_time: 7.6493759155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5053310394
validation[          , genome  7142] predictions:    9794/  10000 (97.94%), best:    9810/10000 (98.10%), error:       674.29120, best error:       640.37085 on epoch:    42, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 116.5405731201s, input_fired_time: 2.1082327366, output_fired_time: 1.6344119310, propagate_forward_time: 40.8601493835, propagate_backward_time: 69.0342712402, weight_update_time: 0.1179101542, other_time: 2.9035034180
epoch time: 8.3765840530s, input_fired_time: 0.2292549908, output_fired_time: 0.0000000000, propagate_forward_time: 7.6420216560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5053076744
validation[          , genome  7142] predictions:    9766/  10000 (97.66%), best:    9810/10000 (98.10%), error:       789.26392, best error:       640.37085 on epoch:    42, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 113.4406738281s, input_fired_time: 2.0804426670, output_fired_time: 1.5945085287, propagate_forward_time: 39.6140785217, propagate_backward_time: 67.2914810181, weight_update_time: 0.1156727374, other_time: 2.8601608276
epoch time: 10.1917600632s, input_fired_time: 0.2656915486, output_fired_time: 0.0000000000, propagate_forward_time: 9.3641977310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5618705750
validation[          , genome  7142] predictions:    9783/  10000 (97.83%), best:    9810/10000 (98.10%), error:       767.89789, best error:       640.37085 on epoch:    42, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 116.4991302490s, input_fired_time: 2.1020209789, output_fired_time: 1.6333665848, propagate_forward_time: 40.7836074829, propagate_backward_time: 69.0728225708, weight_update_time: 0.1182527989, other_time: 2.9073104858
epoch time: 8.3827638626s, input_fired_time: 0.2319840342, output_fired_time: 0.0000000000, propagate_forward_time: 7.6428980827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078816414
validation[          , genome  7142] predictions:    9814/  10000 (98.14%), best:    9814/10000 (98.14%), error:       629.18701, best error:       629.18701 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 119.3358230591s, input_fired_time: 2.1376020908, output_fired_time: 1.6689620018, propagate_forward_time: 42.1231002808, propagate_backward_time: 70.4414978027, weight_update_time: 0.1208547354, other_time: 2.9646606445
epoch time: 8.3745698929s, input_fired_time: 0.2309385538, output_fired_time: 0.0000000000, propagate_forward_time: 7.6371397972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064911842
validation[          , genome  7142] predictions:    9736/  10000 (97.36%), best:    9814/10000 (98.14%), error:       849.30823, best error:       629.18701 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 162.0105133057s, input_fired_time: 2.7632529736, output_fired_time: 2.5848960876, propagate_forward_time: 57.6763381958, propagate_backward_time: 95.0825195313, weight_update_time: 0.1309903562, other_time: 3.9034957886
epoch time: 13.9037094116s, input_fired_time: 0.2703369856, output_fired_time: 0.0000000000, propagate_forward_time: 12.5505485535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0828237534
validation[          , genome  7142] predictions:    9794/  10000 (97.94%), best:    9814/10000 (98.14%), error:       649.21191, best error:       629.18701 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 196.2450408936s, input_fired_time: 3.3969087601, output_fired_time: 2.5114657879, propagate_forward_time: 71.1850433350, propagate_backward_time: 115.0386505127, weight_update_time: 0.1422524005, other_time: 4.1129760742
epoch time: 16.0507240295s, input_fired_time: 0.2966684997, output_fired_time: 0.0000000000, propagate_forward_time: 14.8771257401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8769302368
validation[          , genome  7142] predictions:    9793/  10000 (97.93%), best:    9814/10000 (98.14%), error:       681.58118, best error:       629.18701 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 201.9095916748s, input_fired_time: 3.1827518940, output_fired_time: 3.0613617897, propagate_forward_time: 73.4727096558, propagate_backward_time: 117.5058975220, weight_update_time: 0.1464636922, other_time: 4.6868743896
epoch time: 12.4757633209s, input_fired_time: 0.2443566769, output_fired_time: 0.0000000000, propagate_forward_time: 11.6853094101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5460968018
validation[          , genome  7142] predictions:    9753/  10000 (97.53%), best:    9814/10000 (98.14%), error:       805.38593, best error:       629.18701 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 192.2853088379s, input_fired_time: 3.1171593666, output_fired_time: 2.9829585552, propagate_forward_time: 69.6990127563, propagate_backward_time: 112.1667709351, weight_update_time: 0.1398377866, other_time: 4.3194122314
epoch time: 16.0587882996s, input_fired_time: 0.2971046865, output_fired_time: 0.0000000000, propagate_forward_time: 15.1330823898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6286010742
validation[          , genome  7142] predictions:    9785/  10000 (97.85%), best:    9814/10000 (98.14%), error:       727.37195, best error:       629.18701 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 209.9095153809s, input_fired_time: 3.2409634590, output_fired_time: 3.1335091591, propagate_forward_time: 76.3638000488, propagate_backward_time: 122.1580276489, weight_update_time: 0.1507680565, other_time: 5.0132064819
epoch time: 17.5724449158s, input_fired_time: 0.3114296794, output_fired_time: 0.0000000000, propagate_forward_time: 16.3525142670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9085006714
validation[          , genome  7142] predictions:    9765/  10000 (97.65%), best:    9814/10000 (98.14%), error:       785.68219, best error:       629.18701 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 197.7067718506s, input_fired_time: 2.9100644588, output_fired_time: 2.2765345573, propagate_forward_time: 72.2952041626, propagate_backward_time: 116.1037902832, weight_update_time: 0.1431852281, other_time: 4.1211776733
epoch time: 16.7980213165s, input_fired_time: 0.3069327772, output_fired_time: 0.0000000000, propagate_forward_time: 15.3482360840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1428527832
validation[          , genome  7142] predictions:    9818/  10000 (98.18%), best:    9814/10000 (98.14%), error:       648.47717, best error:       629.18701 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 188.2638244629s, input_fired_time: 2.5934205055, output_fired_time: 2.1920595169, propagate_forward_time: 70.0858078003, propagate_backward_time: 109.1127853394, weight_update_time: 0.1374503523, other_time: 4.2797546387
epoch time: 16.2097473145s, input_fired_time: 0.2985957265, output_fired_time: 0.0000000000, propagate_forward_time: 15.0304508209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8807010651
validation[          , genome  7142] predictions:    9794/  10000 (97.94%), best:    9814/10000 (98.14%), error:       675.27826, best error:       629.18701 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 200.7027435303s, input_fired_time: 3.4281017780, output_fired_time: 2.3110022545, propagate_forward_time: 71.6294479370, propagate_backward_time: 118.9238586426, weight_update_time: 0.1450249106, other_time: 4.4103317261
epoch time: 17.7991600037s, input_fired_time: 0.3157970607, output_fired_time: 0.0000000000, propagate_forward_time: 16.5678234100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9155387878
validation[          , genome  7142] predictions:    9791/  10000 (97.91%), best:    9814/10000 (98.14%), error:       680.92694, best error:       629.18701 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 190.1229858398s, input_fired_time: 2.8554527760, output_fired_time: 2.2055177689, propagate_forward_time: 68.3420944214, propagate_backward_time: 111.9272155762, weight_update_time: 0.1385512054, other_time: 4.7927017212
epoch time: 13.9988727570s, input_fired_time: 0.2707614601, output_fired_time: 0.0000000000, propagate_forward_time: 12.8983306885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8297805786
validation[          , genome  7142] predictions:    9769/  10000 (97.69%), best:    9814/10000 (98.14%), error:       818.91656, best error:       629.18701 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 195.7515563965s, input_fired_time: 3.3962345123, output_fired_time: 3.0094645023, propagate_forward_time: 70.1578750610, propagate_backward_time: 115.0697479248, weight_update_time: 0.1425406933, other_time: 4.1182327271
epoch time: 16.9861488342s, input_fired_time: 0.3096919954, output_fired_time: 0.0000000000, propagate_forward_time: 15.7796106339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8968458176
validation[          , genome  7142] predictions:    9791/  10000 (97.91%), best:    9814/10000 (98.14%), error:       683.92926, best error:       629.18701 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 206.1371002197s, input_fired_time: 3.2149453163, output_fired_time: 2.3520078659, propagate_forward_time: 73.4273910522, propagate_backward_time: 121.6816101074, weight_update_time: 0.1479146481, other_time: 5.4611434937
epoch time: 14.7521047592s, input_fired_time: 0.2801895142, output_fired_time: 0.0000000000, propagate_forward_time: 13.6264715195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8454437256
validation[          , genome  7142] predictions:    9800/  10000 (98.00%), best:    9814/10000 (98.14%), error:       662.30884, best error:       629.18701 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 209.3951110840s, input_fired_time: 3.9956400394, output_fired_time: 2.3782155514, propagate_forward_time: 77.8184967041, propagate_backward_time: 120.6971435547, weight_update_time: 0.1507901251, other_time: 4.5056152344
epoch time: 19.9239826202s, input_fired_time: 0.3464193344, output_fired_time: 0.0000000000, propagate_forward_time: 18.1136589050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4639053345
validation[          , genome  7142] predictions:    9757/  10000 (97.57%), best:    9814/10000 (98.14%), error:       793.46222, best error:       629.18701 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 159.3726348877s, input_fired_time: 2.4186930656, output_fired_time: 2.0249061584, propagate_forward_time: 58.0936813354, propagate_backward_time: 93.2141036987, weight_update_time: 0.1440029740, other_time: 3.6212615967
epoch time: 10.6094903946s, input_fired_time: 0.2748830616, output_fired_time: 0.0000000000, propagate_forward_time: 9.7530736923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5815334320
validation[          , genome  7142] predictions:    9788/  10000 (97.88%), best:    9814/10000 (98.14%), error:       706.62952, best error:       629.18701 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 146.5803222656s, input_fired_time: 2.3997097015, output_fired_time: 2.0157737732, propagate_forward_time: 53.0421943665, propagate_backward_time: 85.8122482300, weight_update_time: 0.1404686570, other_time: 3.3104019165
epoch time: 11.5054855347s, input_fired_time: 0.2852574289, output_fired_time: 0.0000000000, propagate_forward_time: 10.6178712845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6023569107
validation[          , genome  7142] predictions:    9796/  10000 (97.96%), best:    9814/10000 (98.14%), error:       683.51935, best error:       629.18701 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 147.5784149170s, input_fired_time: 2.4085102081, output_fired_time: 2.0070521832, propagate_forward_time: 53.4300346375, propagate_backward_time: 86.3980789185, weight_update_time: 0.1417563260, other_time: 3.3347396851
epoch time: 10.4106035233s, input_fired_time: 0.2706851065, output_fired_time: 0.0000000000, propagate_forward_time: 9.5693035126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5706148148
validation[          , genome  7142] predictions:    9814/  10000 (98.14%), best:    9814/10000 (98.14%), error:       655.11493, best error:       629.18701 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 149.1187744141s, input_fired_time: 2.4256241322, output_fired_time: 2.0429968834, propagate_forward_time: 53.9949188232, propagate_backward_time: 87.3127899170, weight_update_time: 0.1421136558, other_time: 3.3424377441
epoch time: 11.9815111160s, input_fired_time: 0.2969915867, output_fired_time: 0.0000000000, propagate_forward_time: 11.0665569305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6179628372
validation[          , genome  7142] predictions:    9699/  10000 (96.99%), best:    9814/10000 (98.14%), error:      1012.32001, best error:       629.18701 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 149.3050384521s, input_fired_time: 2.4076924324, output_fired_time: 2.0395684242, propagate_forward_time: 53.9641799927, propagate_backward_time: 87.5159606934, weight_update_time: 0.1441775411, other_time: 3.3776321411
epoch time: 12.2736434937s, input_fired_time: 0.2958411276, output_fired_time: 0.0000000000, propagate_forward_time: 11.3460474014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6317548752
validation[          , genome  7142] predictions:    9761/  10000 (97.61%), best:    9814/10000 (98.14%), error:       799.11707, best error:       629.18701 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 149.6877593994s, input_fired_time: 2.4095354080, output_fired_time: 2.0561110973, propagate_forward_time: 54.1618156433, propagate_backward_time: 87.6924896240, weight_update_time: 0.1433563232, other_time: 3.3678131104
epoch time: 12.0607509613s, input_fired_time: 0.2961007059, output_fired_time: 0.0000000000, propagate_forward_time: 11.1401395798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6245107651
validation[          , genome  7142] predictions:    9793/  10000 (97.93%), best:    9814/10000 (98.14%), error:       691.84296, best error:       629.18701 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 151.9360198975s, input_fired_time: 2.4400415421, output_fired_time: 2.0739965439, propagate_forward_time: 55.2298088074, propagate_backward_time: 88.7901153564, weight_update_time: 0.1450060159, other_time: 3.4020538330
epoch time: 11.2845554352s, input_fired_time: 0.2860197723, output_fired_time: 0.0000000000, propagate_forward_time: 10.4031667709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5953693390
validation[          , genome  7142] predictions:    9785/  10000 (97.85%), best:    9814/10000 (98.14%), error:       690.22858, best error:       629.18701 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 149.6115112305s, input_fired_time: 2.4292800426, output_fired_time: 2.0330617428, propagate_forward_time: 54.1122169495, propagate_backward_time: 87.6706390381, weight_update_time: 0.1434393078, other_time: 3.3663177490
epoch time: 11.5080289841s, input_fired_time: 0.2884544134, output_fired_time: 0.0000000000, propagate_forward_time: 10.6157674789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6038074493
validation[          , genome  7142] predictions:    9784/  10000 (97.84%), best:    9814/10000 (98.14%), error:       677.61395, best error:       629.18701 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 150.4526367188s, input_fired_time: 2.4336636066, output_fired_time: 2.0584633350, propagate_forward_time: 54.2562026978, propagate_backward_time: 88.3294219971, weight_update_time: 0.1438027918, other_time: 3.3748855591
epoch time: 11.2938957214s, input_fired_time: 0.2829210758, output_fired_time: 0.0000000000, propagate_forward_time: 10.4126605988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5983142853
validation[          , genome  7142] predictions:    9794/  10000 (97.94%), best:    9814/10000 (98.14%), error:       718.75104, best error:       629.18701 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 146.8555603027s, input_fired_time: 2.3998789787, output_fired_time: 2.0154035091, propagate_forward_time: 53.1265449524, propagate_backward_time: 85.9647216797, weight_update_time: 0.1420123279, other_time: 3.3490295410
epoch time: 11.3413467407s, input_fired_time: 0.2871451974, output_fired_time: 0.0000000000, propagate_forward_time: 10.4516067505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6025943756
validation[          , genome  7142] predictions:    9794/  10000 (97.94%), best:    9814/10000 (98.14%), error:       674.50305, best error:       629.18701 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 147.4638977051s, input_fired_time: 2.4059853554, output_fired_time: 2.0209488869, propagate_forward_time: 53.2214851379, propagate_backward_time: 86.4861450195, weight_update_time: 0.1417286545, other_time: 3.3293304443
epoch time: 11.9108734131s, input_fired_time: 0.2936809659, output_fired_time: 0.0000000000, propagate_forward_time: 11.0007858276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6164064407
validation[          , genome  7142] predictions:    9781/  10000 (97.81%), best:    9814/10000 (98.14%), error:       690.63867, best error:       629.18701 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 147.8020782471s, input_fired_time: 2.4157457352, output_fired_time: 2.0276143551, propagate_forward_time: 53.6133193970, propagate_backward_time: 86.3972167969, weight_update_time: 0.1425130963, other_time: 3.3481826782
epoch time: 11.2719640732s, input_fired_time: 0.2828877866, output_fired_time: 0.0000000000, propagate_forward_time: 10.3907337189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5983428955
validation[          , genome  7142] predictions:    9819/  10000 (98.19%), best:    9814/10000 (98.14%), error:       664.99487, best error:       629.18701 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 146.8022766113s, input_fired_time: 2.4032526016, output_fired_time: 2.0062940121, propagate_forward_time: 53.0981407166, propagate_backward_time: 85.9572753906, weight_update_time: 0.1419508606, other_time: 3.3373107910
epoch time: 11.6784601212s, input_fired_time: 0.2865958512, output_fired_time: 0.0000000000, propagate_forward_time: 10.7817783356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6100854874
validation[          , genome  7142] predictions:    9772/  10000 (97.72%), best:    9814/10000 (98.14%), error:       815.81219, best error:       629.18701 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 150.9875793457s, input_fired_time: 2.4405667782, output_fired_time: 2.0582079887, propagate_forward_time: 54.7293815613, propagate_backward_time: 88.3712081909, weight_update_time: 0.1444402188, other_time: 3.3882064819
epoch time: 11.2331790924s, input_fired_time: 0.2839475572, output_fired_time: 0.0000000000, propagate_forward_time: 10.3506546021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5985765457
validation[          , genome  7142] predictions:    9792/  10000 (97.92%), best:    9814/10000 (98.14%), error:       669.72479, best error:       629.18701 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 148.6778869629s, input_fired_time: 2.4264321327, output_fired_time: 2.0342650414, propagate_forward_time: 53.7776756287, propagate_backward_time: 87.0684967041, weight_update_time: 0.1439564824, other_time: 3.3710021973
epoch time: 11.6964445114s, input_fired_time: 0.2954463661, output_fired_time: 0.0000000000, propagate_forward_time: 10.7850084305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6159896851
validation[          , genome  7142] predictions:    9813/  10000 (98.13%), best:    9814/10000 (98.14%), error:       656.63312, best error:       629.18701 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 148.1030578613s, input_fired_time: 2.4044089317, output_fired_time: 2.0248370171, propagate_forward_time: 53.8639030457, propagate_backward_time: 86.4516067505, weight_update_time: 0.1431213468, other_time: 3.3582992554
epoch time: 11.7778739929s, input_fired_time: 0.2901291549, output_fired_time: 0.0000000000, propagate_forward_time: 10.8727693558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6149759293
validation[          , genome  7142] predictions:    9783/  10000 (97.83%), best:    9814/10000 (98.14%), error:       746.92407, best error:       629.18701 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 149.2475891113s, input_fired_time: 2.3962881565, output_fired_time: 2.0342614651, propagate_forward_time: 53.9611587524, propagate_backward_time: 87.4829635620, weight_update_time: 0.1436292231, other_time: 3.3729248047
epoch time: 11.3200931549s, input_fired_time: 0.2798148096, output_fired_time: 0.0000000000, propagate_forward_time: 10.4419584274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5983200073
validation[          , genome  7142] predictions:    9808/  10000 (98.08%), best:    9814/10000 (98.14%), error:       642.60876, best error:       629.18701 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 146.4526672363s, input_fired_time: 2.4021885395, output_fired_time: 1.9987515211, propagate_forward_time: 52.9315757751, propagate_backward_time: 85.7846145630, weight_update_time: 0.1418577135, other_time: 3.3355331421
epoch time: 10.0263414383s, input_fired_time: 0.2648933232, output_fired_time: 0.0000000000, propagate_forward_time: 9.2036895752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5577583313
validation[          , genome  7142] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       627.15521, best error:       627.15521 on epoch:   100, 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: 54.0621986389s, input_fired_time: 1.3965114355, output_fired_time: 0.0000000000, propagate_forward_time: 49.6770477295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9886398315
best training[          , genome  7142] predictions:   49815/  50000 (99.63%), best:    9807/10000 (98.07%), error:       962.29224, best error:       627.15521 on epoch:   100, 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: 11.0034685135s, input_fired_time: 0.2811187804, output_fired_time: 0.0000000000, propagate_forward_time: 10.1317424774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5906076431
   testing[          , genome  7142] predictions:    9813/  10000 (98.13%), best:    9807/10000 (98.07%), error:       590.09723, best error:       627.15521 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:16:58 (9836): called boinc_finish(0)

</stderr_txt>
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