Nameexact_genome_1512568488_43_4536_0
Workunit2593962
Created7 Dec 2017, 10:24:23 UTC
Sent7 Dec 2017, 10:34:09 UTC
Report deadline13 Dec 2017, 17:09:06 UTC
Received7 Dec 2017, 22:42:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 19 min 57 sec
CPU time3 hours 18 min 54 sec
Validate stateValid
Credit1,568.57
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.00 MB
Peak swap size157.31 MB
Peak disk usage1.74 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
.2624549866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111665726
validation[          , genome  4536] predictions:    9641/  10000 (96.41%), best:    9641/10000 (96.41%), error:      1150.65747, best error:      1150.65747 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 107.3819046021s, input_fired_time: 1.0420378447, output_fired_time: 0.9169977903, propagate_forward_time: 40.4883689880, propagate_backward_time: 62.0365028381, weight_update_time: 0.1427086443, other_time: 2.8979911804
epoch time: 8.9030342102s, input_fired_time: 0.1384171396, output_fired_time: 0.0000000000, propagate_forward_time: 8.2608156204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038013458
validation[          , genome  4536] predictions:    9607/  10000 (96.07%), best:    9641/10000 (96.41%), error:      1242.07715, best error:      1150.65747 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 108.7350769043s, input_fired_time: 1.0432069302, output_fired_time: 0.9320676327, propagate_forward_time: 41.0055809021, propagate_backward_time: 62.8809089661, weight_update_time: 0.1361727268, other_time: 2.8733177185
epoch time: 8.9084997177s, input_fired_time: 0.1336372793, output_fired_time: 0.0000000000, propagate_forward_time: 8.2734432220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5014190674
validation[          , genome  4536] predictions:    9623/  10000 (96.23%), best:    9641/10000 (96.41%), error:      1170.10852, best error:      1150.65747 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 108.3304290771s, input_fired_time: 1.0581158400, output_fired_time: 0.9254889488, propagate_forward_time: 40.7885818481, propagate_backward_time: 62.6200447083, weight_update_time: 0.1387751400, other_time: 2.9381980896
epoch time: 8.7225694656s, input_fired_time: 0.1340720505, output_fired_time: 0.0000000000, propagate_forward_time: 8.0926647186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4958324432
validation[          , genome  4536] predictions:    9628/  10000 (96.28%), best:    9641/10000 (96.41%), error:      1189.02258, best error:      1150.65747 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 108.3760604858s, input_fired_time: 1.0304318666, output_fired_time: 0.9419238567, propagate_forward_time: 40.8709411621, propagate_backward_time: 62.7052001953, weight_update_time: 0.1363429278, other_time: 2.8275604248
epoch time: 8.7599697113s, input_fired_time: 0.1334735155, output_fired_time: 0.0000000000, propagate_forward_time: 8.1257781982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007181168
validation[          , genome  4536] predictions:    9641/  10000 (96.41%), best:    9641/10000 (96.41%), error:      1139.53516, best error:      1139.53516 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 107.6880798340s, input_fired_time: 1.0492503643, output_fired_time: 0.9220423698, propagate_forward_time: 40.5769538879, propagate_backward_time: 62.2378845215, weight_update_time: 0.1384875029, other_time: 2.9019470215
epoch time: 9.1337556839s, input_fired_time: 0.1362865567, output_fired_time: 0.0000000000, propagate_forward_time: 8.4843063354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5131626129
validation[          , genome  4536] predictions:    9676/  10000 (96.76%), best:    9676/10000 (96.76%), error:      1061.10352, best error:      1061.10352 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 108.6917495728s, input_fired_time: 1.0554050207, output_fired_time: 0.9248240590, propagate_forward_time: 40.8867797852, propagate_backward_time: 62.9312782288, weight_update_time: 0.1387783587, other_time: 2.8934593201
epoch time: 8.9789485931s, input_fired_time: 0.1340207905, output_fired_time: 0.0000000000, propagate_forward_time: 8.3434514999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5014762878
validation[          , genome  4536] predictions:    9641/  10000 (96.41%), best:    9676/10000 (96.76%), error:      1159.57361, best error:      1061.10352 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 110.1485366821s, input_fired_time: 1.0627468824, output_fired_time: 0.9339683056, propagate_forward_time: 41.5527038574, propagate_backward_time: 63.7334518433, weight_update_time: 0.1373312771, other_time: 2.8656692505
epoch time: 8.8244142532s, input_fired_time: 0.1378600001, output_fired_time: 0.0000000000, propagate_forward_time: 8.1837463379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028076172
validation[          , genome  4536] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:       997.92065, best error:       997.92065 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 108.5434799194s, input_fired_time: 1.0246617794, output_fired_time: 0.9207655191, propagate_forward_time: 40.9140853882, propagate_backward_time: 62.8529930115, weight_update_time: 0.1394632310, other_time: 2.8309745789
epoch time: 8.9334897995s, input_fired_time: 0.1418207884, output_fired_time: 0.0000000000, propagate_forward_time: 8.2949094772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4967594147
validation[          , genome  4536] predictions:    9640/  10000 (96.40%), best:    9686/10000 (96.86%), error:      1131.70374, best error:       997.92065 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 108.5460128784s, input_fired_time: 1.0399243832, output_fired_time: 0.9207027555, propagate_forward_time: 40.8909378052, propagate_backward_time: 62.8429031372, weight_update_time: 0.1397815198, other_time: 2.8515472412
epoch time: 8.8698024750s, input_fired_time: 0.1313652694, output_fired_time: 0.0000000000, propagate_forward_time: 8.2396478653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4987897873
validation[          , genome  4536] predictions:    9662/  10000 (96.62%), best:    9686/10000 (96.86%), error:      1122.10315, best error:       997.92065 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 108.9521865845s, input_fired_time: 1.0302895308, output_fired_time: 0.9402925968, propagate_forward_time: 41.0641708374, propagate_backward_time: 63.0723915100, weight_update_time: 0.1356182992, other_time: 2.8450431824
epoch time: 9.0146541595s, input_fired_time: 0.1318133771, output_fired_time: 0.0000000000, propagate_forward_time: 8.3637218475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5191192627
validation[          , genome  4536] predictions:    9647/  10000 (96.47%), best:    9686/10000 (96.86%), error:      1148.81165, best error:       997.92065 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 109.3620529175s, input_fired_time: 1.0559231043, output_fired_time: 0.9290499687, propagate_forward_time: 41.2499160767, propagate_backward_time: 63.2005386353, weight_update_time: 0.1371995807, other_time: 2.9266281128
epoch time: 8.8934831619s, input_fired_time: 0.1347704679, output_fired_time: 0.0000000000, propagate_forward_time: 8.2569169998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017957687
validation[          , genome  4536] predictions:    9683/  10000 (96.83%), best:    9686/10000 (96.86%), error:      1012.81207, best error:       997.92065 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 109.2266006470s, input_fired_time: 1.0509690046, output_fired_time: 0.9312382936, propagate_forward_time: 41.2012557983, propagate_backward_time: 63.2076797485, weight_update_time: 0.1402206570, other_time: 2.8354568481
epoch time: 8.8342571259s, input_fired_time: 0.1304044724, output_fired_time: 0.0000000000, propagate_forward_time: 8.2106389999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4932136536
validation[          , genome  4536] predictions:    9664/  10000 (96.64%), best:    9686/10000 (96.86%), error:      1061.86902, best error:       997.92065 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 108.4361190796s, input_fired_time: 1.0549720526, output_fired_time: 0.9423201084, propagate_forward_time: 40.8721733093, propagate_backward_time: 62.6547088623, weight_update_time: 0.1384640187, other_time: 2.9119415283
epoch time: 8.8136920929s, input_fired_time: 0.1333695799, output_fired_time: 0.0000000000, propagate_forward_time: 8.1814222336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989004135
validation[          , genome  4536] predictions:    9654/  10000 (96.54%), best:    9686/10000 (96.86%), error:      1064.53735, best error:       997.92065 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 107.9159698486s, input_fired_time: 1.0483087301, output_fired_time: 0.9299170375, propagate_forward_time: 40.6877899170, propagate_backward_time: 62.3957557678, weight_update_time: 0.1363729835, other_time: 2.8541984558
epoch time: 8.7905769348s, input_fired_time: 0.1339960843, output_fired_time: 0.0000000000, propagate_forward_time: 8.1604881287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960927963
validation[          , genome  4536] predictions:    9664/  10000 (96.64%), best:    9686/10000 (96.86%), error:      1053.45630, best error:       997.92065 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 108.3309326172s, input_fired_time: 1.0577831268, output_fired_time: 0.9427165985, propagate_forward_time: 40.8202590942, propagate_backward_time: 62.6358566284, weight_update_time: 0.1375822574, other_time: 2.8743133545
epoch time: 8.9171886444s, input_fired_time: 0.1365086883, output_fired_time: 0.0000000000, propagate_forward_time: 8.2861642838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4945154190
validation[          , genome  4536] predictions:    9689/  10000 (96.89%), best:    9686/10000 (96.86%), error:      1059.23364, best error:       997.92065 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 108.7143707275s, input_fired_time: 1.0538387299, output_fired_time: 0.9315162301, propagate_forward_time: 40.9399833679, propagate_backward_time: 62.8600349426, weight_update_time: 0.1427251250, other_time: 2.9289970398
epoch time: 8.7826271057s, input_fired_time: 0.1352751851, output_fired_time: 0.0000000000, propagate_forward_time: 8.1487016678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986505508
validation[          , genome  4536] predictions:    9656/  10000 (96.56%), best:    9686/10000 (96.86%), error:      1071.60095, best error:       997.92065 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 108.8578796387s, input_fired_time: 1.0530650616, output_fired_time: 0.9355171323, propagate_forward_time: 40.9675750732, propagate_backward_time: 63.0274505615, weight_update_time: 0.1370597780, other_time: 2.8742752075
epoch time: 8.8360290527s, input_fired_time: 0.1308248043, output_fired_time: 0.0000000000, propagate_forward_time: 8.2017030716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5035009384
validation[          , genome  4536] predictions:    9640/  10000 (96.40%), best:    9686/10000 (96.86%), error:      1157.09119, best error:       997.92065 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 108.2061386108s, input_fired_time: 1.0555939674, output_fired_time: 0.9217653871, propagate_forward_time: 40.7436523438, propagate_backward_time: 62.6009635925, weight_update_time: 0.1374868602, other_time: 2.8841590881
epoch time: 8.8673162460s, input_fired_time: 0.1302910000, output_fired_time: 0.0000000000, propagate_forward_time: 8.2482204437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4888048172
validation[          , genome  4536] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       954.02777, best error:       954.02777 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 108.6271972656s, input_fired_time: 1.0355175734, output_fired_time: 0.9254185557, propagate_forward_time: 40.9489097595, propagate_backward_time: 62.8947257996, weight_update_time: 0.1349383444, other_time: 2.8226356506
epoch time: 8.8079338074s, input_fired_time: 0.1306335926, output_fired_time: 0.0000000000, propagate_forward_time: 8.1749563217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5023441315
validation[          , genome  4536] predictions:    9694/  10000 (96.94%), best:    9707/10000 (97.07%), error:       970.00739, best error:       954.02777 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 109.2153167725s, input_fired_time: 1.0537418127, output_fired_time: 0.9401675463, propagate_forward_time: 41.1992683411, propagate_backward_time: 63.2224006653, weight_update_time: 0.1357391328, other_time: 2.7997398376
epoch time: 8.7967128754s, input_fired_time: 0.1329358667, output_fired_time: 0.0000000000, propagate_forward_time: 8.1690168381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4947605133
validation[          , genome  4536] predictions:    9691/  10000 (96.91%), best:    9707/10000 (97.07%), error:      1031.82654, best error:       954.02777 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 109.8265380859s, input_fired_time: 1.0594824553, output_fired_time: 0.9432228804, propagate_forward_time: 41.4438171387, propagate_backward_time: 63.4811477661, weight_update_time: 0.1362063289, other_time: 2.8988723755
epoch time: 8.7985744476s, input_fired_time: 0.1312724054, output_fired_time: 0.0000000000, propagate_forward_time: 8.1788454056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4884567261
validation[          , genome  4536] predictions:    9653/  10000 (96.53%), best:    9707/10000 (97.07%), error:      1090.57898, best error:       954.02777 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 108.7089385986s, input_fired_time: 1.0555129051, output_fired_time: 0.9353424311, propagate_forward_time: 40.9019165039, propagate_backward_time: 62.9692382813, weight_update_time: 0.1421578974, other_time: 2.8469314575
epoch time: 8.6886682510s, input_fired_time: 0.1320841759, output_fired_time: 0.0000000000, propagate_forward_time: 8.0725431442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4840412140
validation[          , genome  4536] predictions:    9696/  10000 (96.96%), best:    9707/10000 (97.07%), error:       971.47186, best error:       954.02777 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 108.1263504028s, input_fired_time: 1.0499329567, output_fired_time: 0.9436497688, propagate_forward_time: 40.7110939026, propagate_backward_time: 62.5441055298, weight_update_time: 0.1422517598, other_time: 2.8775711060
epoch time: 8.8174571991s, input_fired_time: 0.1364576966, output_fired_time: 0.0000000000, propagate_forward_time: 8.1944637299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4865360260
validation[          , genome  4536] predictions:    9594/  10000 (95.94%), best:    9707/10000 (97.07%), error:      1297.75574, best error:       954.02777 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 108.1012420654s, input_fired_time: 1.0400135517, output_fired_time: 0.9292100072, propagate_forward_time: 40.7472839355, propagate_backward_time: 62.5430603027, weight_update_time: 0.1357331276, other_time: 2.8416748047
epoch time: 8.9254922867s, input_fired_time: 0.1363948435, output_fired_time: 0.0000000000, propagate_forward_time: 8.2954835892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936141968
validation[          , genome  4536] predictions:    9679/  10000 (96.79%), best:    9707/10000 (97.07%), error:      1020.13123, best error:       954.02777 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 108.6583480835s, input_fired_time: 1.0628858805, output_fired_time: 0.9471927881, propagate_forward_time: 40.9841079712, propagate_backward_time: 62.7976341248, weight_update_time: 0.1372398436, other_time: 2.8665275574
epoch time: 8.8463497162s, input_fired_time: 0.1327121854, output_fired_time: 0.0000000000, propagate_forward_time: 8.2224445343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4911928177
validation[          , genome  4536] predictions:    9655/  10000 (96.55%), best:    9707/10000 (97.07%), error:      1134.38428, best error:       954.02777 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 109.0791320801s, input_fired_time: 1.0488297939, output_fired_time: 0.9379290938, propagate_forward_time: 41.0965690613, propagate_backward_time: 63.0915679932, weight_update_time: 0.1371278912, other_time: 2.9042358398
epoch time: 8.7665834427s, input_fired_time: 0.1359023303, output_fired_time: 0.0000000000, propagate_forward_time: 8.1244020462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5062789917
validation[          , genome  4536] predictions:    9703/  10000 (97.03%), best:    9707/10000 (97.07%), error:       991.79150, best error:       954.02777 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 108.0947189331s, input_fired_time: 1.0441403389, output_fired_time: 0.9262691736, propagate_forward_time: 40.8193740845, propagate_backward_time: 62.4452857971, weight_update_time: 0.1370290369, other_time: 2.8596458435
epoch time: 8.7971324921s, input_fired_time: 0.1329659969, output_fired_time: 0.0000000000, propagate_forward_time: 8.1755390167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4886274338
validation[          , genome  4536] predictions:    9690/  10000 (96.90%), best:    9707/10000 (97.07%), error:      1021.03912, best error:       954.02777 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 109.0466232300s, input_fired_time: 1.0468021631, output_fired_time: 0.9312058091, propagate_forward_time: 41.1531333923, propagate_backward_time: 63.0441703796, weight_update_time: 0.1442371905, other_time: 2.8713111877
epoch time: 8.8444633484s, input_fired_time: 0.1370634586, output_fired_time: 0.0000000000, propagate_forward_time: 8.2087030411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986972809
validation[          , genome  4536] predictions:    9692/  10000 (96.92%), best:    9707/10000 (97.07%), error:       963.14325, best error:       954.02777 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 107.7860717773s, input_fired_time: 1.0547704697, output_fired_time: 0.9232786298, propagate_forward_time: 40.5993690491, propagate_backward_time: 62.3337287903, weight_update_time: 0.1370138675, other_time: 2.8749198914
epoch time: 8.8088922501s, input_fired_time: 0.1359124780, output_fired_time: 0.0000000000, propagate_forward_time: 8.1694355011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5035438538
validation[          , genome  4536] predictions:    9687/  10000 (96.87%), best:    9707/10000 (97.07%), error:      1028.58606, best error:       954.02777 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 108.7828292847s, input_fired_time: 1.0803470612, output_fired_time: 0.9444348216, propagate_forward_time: 41.0203094482, propagate_backward_time: 62.8999748230, weight_update_time: 0.1364854574, other_time: 2.8377647400
epoch time: 8.8258914948s, input_fired_time: 0.1322392076, output_fired_time: 0.0000000000, propagate_forward_time: 8.1987428665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949092865
validation[          , genome  4536] predictions:    9672/  10000 (96.72%), best:    9707/10000 (97.07%), error:      1016.39368, best error:       954.02777 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 109.7535095215s, input_fired_time: 1.0510224104, output_fired_time: 0.9356591702, propagate_forward_time: 41.3198852539, propagate_backward_time: 63.5289535522, weight_update_time: 0.1555803865, other_time: 2.9179840088
epoch time: 8.8640127182s, input_fired_time: 0.1328194439, output_fired_time: 0.0000000000, propagate_forward_time: 8.2371187210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940748215
validation[          , genome  4536] predictions:    9689/  10000 (96.89%), best:    9707/10000 (97.07%), error:      1017.48871, best error:       954.02777 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 107.9870300293s, input_fired_time: 1.0544694662, output_fired_time: 0.9261146784, propagate_forward_time: 40.6540489197, propagate_backward_time: 62.5053749084, weight_update_time: 0.1404459476, other_time: 2.8470268250
epoch time: 8.8417749405s, input_fired_time: 0.1493522078, output_fired_time: 0.0000000000, propagate_forward_time: 8.1888217926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5036010742
validation[          , genome  4536] predictions:    9674/  10000 (96.74%), best:    9707/10000 (97.07%), error:      1111.55298, best error:       954.02777 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 108.1776428223s, input_fired_time: 1.0668992996, output_fired_time: 0.9337785840, propagate_forward_time: 40.7508811951, propagate_backward_time: 62.5806808472, weight_update_time: 0.1390791237, other_time: 2.8454055786
epoch time: 8.8072443008s, input_fired_time: 0.1328957677, output_fired_time: 0.0000000000, propagate_forward_time: 8.1766548157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976940155
validation[          , genome  4536] predictions:    9637/  10000 (96.37%), best:    9707/10000 (97.07%), error:      1139.66858, best error:       954.02777 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 107.9848480225s, input_fired_time: 1.0595920086, output_fired_time: 0.9247470498, propagate_forward_time: 40.6640739441, propagate_backward_time: 62.4650878906, weight_update_time: 0.1370228529, other_time: 2.8713531494
epoch time: 8.7380313873s, input_fired_time: 0.1354036927, output_fired_time: 0.0000000000, propagate_forward_time: 8.1071081161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955196381
validation[          , genome  4536] predictions:    9678/  10000 (96.78%), best:    9707/10000 (97.07%), error:      1028.31482, best error:       954.02777 on epoch:    32, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 109.5631103516s, input_fired_time: 1.0535957813, output_fired_time: 0.9553433657, propagate_forward_time: 41.3532104492, propagate_backward_time: 63.3532752991, weight_update_time: 0.1358028650, other_time: 2.8476829529
epoch time: 8.6013832092s, input_fired_time: 0.1321481615, output_fired_time: 0.0000000000, propagate_forward_time: 7.9817390442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4874963760
validation[          , genome  4536] predictions:    9693/  10000 (96.93%), best:    9707/10000 (97.07%), error:       977.71777, best error:       954.02777 on epoch:    32, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 109.0623321533s, input_fired_time: 1.0675135851, output_fired_time: 0.9273402691, propagate_forward_time: 41.0045394897, propagate_backward_time: 63.1742172241, weight_update_time: 0.1367018670, other_time: 2.8887252808
epoch time: 9.0193204880s, input_fired_time: 0.1381486654, output_fired_time: 0.0000000000, propagate_forward_time: 8.3553199768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5258522034
validation[          , genome  4536] predictions:    9685/  10000 (96.85%), best:    9707/10000 (97.07%), error:       996.15594, best error:       954.02777 on epoch:    32, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 108.3068771362s, input_fired_time: 1.0575844049, output_fired_time: 0.9254673719, propagate_forward_time: 40.8131790161, propagate_backward_time: 62.6169891357, weight_update_time: 0.1376110166, other_time: 2.8936538696
epoch time: 8.8840084076s, input_fired_time: 0.1392473131, output_fired_time: 0.0000000000, propagate_forward_time: 8.2284164429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5163450241
validation[          , genome  4536] predictions:    9672/  10000 (96.72%), best:    9707/10000 (97.07%), error:      1052.51233, best error:       954.02777 on epoch:    32, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 108.3027343750s, input_fired_time: 1.0548576117, output_fired_time: 0.9258545637, propagate_forward_time: 40.8461799622, propagate_backward_time: 62.6089973450, weight_update_time: 0.1437536776, other_time: 2.8668479919
epoch time: 8.9888038635s, input_fired_time: 0.1372911781, output_fired_time: 0.0000000000, propagate_forward_time: 8.3536462784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978666306
validation[          , genome  4536] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       917.85046, best error:       917.85046 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 109.1488494873s, input_fired_time: 1.0663605928, output_fired_time: 0.9197369814, propagate_forward_time: 41.1125679016, propagate_backward_time: 63.1544189453, weight_update_time: 0.1367094815, other_time: 2.8957672119
epoch time: 8.9270620346s, input_fired_time: 0.1432614625, output_fired_time: 0.0000000000, propagate_forward_time: 8.2800359726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5037641525
validation[          , genome  4536] predictions:    9654/  10000 (96.54%), best:    9719/10000 (97.19%), error:      1114.47339, best error:       917.85046 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 108.4535598755s, input_fired_time: 1.0625666380, output_fired_time: 0.9363589287, propagate_forward_time: 40.8611831665, propagate_backward_time: 62.6912727356, weight_update_time: 0.1372604817, other_time: 2.9021797180
epoch time: 8.8741264343s, input_fired_time: 0.1317497939, output_fired_time: 0.0000000000, propagate_forward_time: 8.2351999283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5071763992
validation[          , genome  4536] predictions:    9686/  10000 (96.86%), best:    9719/10000 (97.19%), error:      1020.82104, best error:       917.85046 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 108.4711990356s, input_fired_time: 1.0738853216, output_fired_time: 0.9387170076, propagate_forward_time: 40.9195594788, propagate_backward_time: 62.6520614624, weight_update_time: 0.1372336447, other_time: 2.8869705200
epoch time: 9.1169939041s, input_fired_time: 0.1394663602, output_fired_time: 0.0000000000, propagate_forward_time: 8.4638223648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5137052536
validation[          , genome  4536] predictions:    9689/  10000 (96.89%), best:    9719/10000 (97.19%), error:       996.10736, best error:       917.85046 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 109.1903915405s, input_fired_time: 1.0613592863, output_fired_time: 0.9501444697, propagate_forward_time: 41.1713294983, propagate_backward_time: 63.1854171753, weight_update_time: 0.1401190758, other_time: 2.8221511841
epoch time: 8.9077215195s, input_fired_time: 0.1336220950, output_fired_time: 0.0000000000, propagate_forward_time: 8.2652063370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088930130
validation[          , genome  4536] predictions:    9658/  10000 (96.58%), best:    9719/10000 (97.19%), error:      1097.25232, best error:       917.85046 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 107.9979553223s, input_fired_time: 1.0554435253, output_fired_time: 0.9187462926, propagate_forward_time: 40.6188812256, propagate_backward_time: 62.5041694641, weight_update_time: 0.1367762536, other_time: 2.9007148743
epoch time: 8.8597202301s, input_fired_time: 0.1366554648, output_fired_time: 0.0000000000, propagate_forward_time: 8.2197675705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5032968521
validation[          , genome  4536] predictions:    9656/  10000 (96.56%), best:    9719/10000 (97.19%), error:      1123.28284, best error:       917.85046 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 108.0191574097s, input_fired_time: 1.0655506849, output_fired_time: 0.9245333076, propagate_forward_time: 40.6570587158, propagate_backward_time: 62.4556732178, weight_update_time: 0.1380547136, other_time: 2.9163436890
epoch time: 8.6916599274s, input_fired_time: 0.1326665431, output_fired_time: 0.0000000000, propagate_forward_time: 8.0664319992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4925613403
validation[          , genome  4536] predictions:    9700/  10000 (97.00%), best:    9719/10000 (97.19%), error:       991.51514, best error:       917.85046 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 108.5787277222s, input_fired_time: 1.0568910837, output_fired_time: 0.9299131632, propagate_forward_time: 40.9542808533, propagate_backward_time: 62.7723731995, weight_update_time: 0.1417340487, other_time: 2.8652610779
epoch time: 8.9554815292s, input_fired_time: 0.1400169879, output_fired_time: 0.0000000000, propagate_forward_time: 8.2772932053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381717682
validation[          , genome  4536] predictions:    9685/  10000 (96.85%), best:    9719/10000 (97.19%), error:      1054.71313, best error:       917.85046 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 108.4532394409s, input_fired_time: 1.0601358414, output_fired_time: 0.9183099270, propagate_forward_time: 40.8857955933, propagate_backward_time: 62.7171363831, weight_update_time: 0.1365540326, other_time: 2.8718605042
epoch time: 9.1744604111s, input_fired_time: 0.1420938671, output_fired_time: 0.0000000000, propagate_forward_time: 8.5056591034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267076492
validation[          , genome  4536] predictions:    9676/  10000 (96.76%), best:    9719/10000 (97.19%), error:      1071.68066, best error:       917.85046 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 108.9347152710s, input_fired_time: 1.0640796423, output_fired_time: 0.9472997785, propagate_forward_time: 40.9614334106, propagate_backward_time: 63.1029853821, weight_update_time: 0.1365275383, other_time: 2.8589210510
epoch time: 8.8214159012s, input_fired_time: 0.1369049847, output_fired_time: 0.0000000000, propagate_forward_time: 8.1746788025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5098323822
validation[          , genome  4536] predictions:    9668/  10000 (96.68%), best:    9719/10000 (97.19%), error:      1028.24377, best error:       917.85046 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 110.0156021118s, input_fired_time: 1.0706653595, output_fired_time: 0.9366251826, propagate_forward_time: 41.4335823059, propagate_backward_time: 63.7139244080, weight_update_time: 0.1369229555, other_time: 2.8608131409
epoch time: 8.9322223663s, input_fired_time: 0.1352264881, output_fired_time: 0.0000000000, propagate_forward_time: 8.2970762253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4999198914
validation[          , genome  4536] predictions:    9693/  10000 (96.93%), best:    9719/10000 (97.19%), error:       942.55182, best error:       917.85046 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 108.5131454468s, input_fired_time: 1.0612137318, output_fired_time: 0.9395881295, propagate_forward_time: 40.9484291077, propagate_backward_time: 62.6738853455, weight_update_time: 0.1370487064, other_time: 2.8900337219
epoch time: 8.9643449783s, input_fired_time: 0.1380683780, output_fired_time: 0.0000000000, propagate_forward_time: 8.3218688965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5044078827
validation[          , genome  4536] predictions:    9675/  10000 (96.75%), best:    9719/10000 (97.19%), error:      1082.91003, best error:       917.85046 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 109.1858444214s, input_fired_time: 1.0493022203, output_fired_time: 0.9405415058, propagate_forward_time: 41.1432533264, propagate_backward_time: 63.1806831360, weight_update_time: 0.1483490020, other_time: 2.8720664978
epoch time: 8.7476520538s, input_fired_time: 0.1356482655, output_fired_time: 0.0000000000, propagate_forward_time: 8.1176443100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943590164
validation[          , genome  4536] predictions:    9697/  10000 (96.97%), best:    9719/10000 (97.19%), error:       991.46936, best error:       917.85046 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 109.7225875854s, input_fired_time: 1.0684421062, output_fired_time: 0.9397498369, propagate_forward_time: 41.4614219666, propagate_backward_time: 63.4123420715, weight_update_time: 0.1400213838, other_time: 2.8406333923
epoch time: 9.0142383575s, input_fired_time: 0.1397099048, output_fired_time: 0.0000000000, propagate_forward_time: 8.3546161652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5199127197
validation[          , genome  4536] predictions:    9692/  10000 (96.92%), best:    9719/10000 (97.19%), error:       988.94958, best error:       917.85046 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 109.9162979126s, input_fired_time: 1.0598859787, output_fired_time: 0.9429831505, propagate_forward_time: 41.3923988342, propagate_backward_time: 63.6663475037, weight_update_time: 0.1354790330, other_time: 2.8546791077
epoch time: 8.7525320053s, input_fired_time: 0.1374886632, output_fired_time: 0.0000000000, propagate_forward_time: 8.1158447266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4991989136
validation[          , genome  4536] predictions:    9679/  10000 (96.79%), best:    9719/10000 (97.19%), error:       995.51917, best error:       917.85046 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 107.8277053833s, input_fired_time: 1.0745985508, output_fired_time: 0.9301049709, propagate_forward_time: 40.6170425415, propagate_backward_time: 62.3248901367, weight_update_time: 0.1383852363, other_time: 2.8810653687
epoch time: 8.8568344116s, input_fired_time: 0.1339413971, output_fired_time: 0.0000000000, propagate_forward_time: 8.2231149673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4997777939
validation[          , genome  4536] predictions:    9688/  10000 (96.88%), best:    9719/10000 (97.19%), error:       989.79980, best error:       917.85046 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 107.7486038208s, input_fired_time: 1.0649755001, output_fired_time: 0.9248026609, propagate_forward_time: 40.6205329895, propagate_backward_time: 62.2511100769, weight_update_time: 0.1377339214, other_time: 2.8871803284
epoch time: 8.7648029327s, input_fired_time: 0.1379177570, output_fired_time: 0.0000000000, propagate_forward_time: 8.1387138367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4881715775
validation[          , genome  4536] predictions:    9668/  10000 (96.68%), best:    9719/10000 (97.19%), error:      1002.03131, best error:       917.85046 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 108.8852386475s, input_fired_time: 1.0606776476, output_fired_time: 0.9295851588, propagate_forward_time: 40.9013442993, propagate_backward_time: 63.0958442688, weight_update_time: 0.1360560954, other_time: 2.8977851868
epoch time: 8.7599763870s, input_fired_time: 0.1365739852, output_fired_time: 0.0000000000, propagate_forward_time: 8.1295909882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4938116074
validation[          , genome  4536] predictions:    9702/  10000 (97.02%), best:    9719/10000 (97.19%), error:       942.24243, best error:       917.85046 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 109.7211685181s, input_fired_time: 1.0716326237, output_fired_time: 0.9275813103, propagate_forward_time: 41.2992515564, propagate_backward_time: 63.5565834045, weight_update_time: 0.1356620342, other_time: 2.8661155701
epoch time: 9.1362390518s, input_fired_time: 0.1381073892, output_fired_time: 0.0000000000, propagate_forward_time: 8.4832010269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5149307251
validation[          , genome  4536] predictions:    9718/  10000 (97.18%), best:    9719/10000 (97.19%), error:       956.02454, best error:       917.85046 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 108.7845153809s, input_fired_time: 1.0535576344, output_fired_time: 0.9355346560, propagate_forward_time: 41.0260314941, propagate_backward_time: 62.9219551086, weight_update_time: 0.1418625414, other_time: 2.8474388123
epoch time: 8.8847036362s, input_fired_time: 0.1340144724, output_fired_time: 0.0000000000, propagate_forward_time: 8.2557373047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949522018
validation[          , genome  4536] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:       902.74133, best error:       902.74133 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 108.5384674072s, input_fired_time: 1.0561658144, output_fired_time: 0.9326884747, propagate_forward_time: 40.9508628845, propagate_backward_time: 62.7691421509, weight_update_time: 0.1372767836, other_time: 2.8296127319
epoch time: 8.8244142532s, input_fired_time: 0.1368614882, output_fired_time: 0.0000000000, propagate_forward_time: 8.1923999786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951524734
validation[          , genome  4536] predictions:    9681/  10000 (96.81%), best:    9697/10000 (96.97%), error:      1075.67493, best error:       902.74133 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 108.3365859985s, input_fired_time: 1.0737504959, output_fired_time: 0.9387811422, propagate_forward_time: 40.8781661987, propagate_backward_time: 62.5827865601, weight_update_time: 0.1387200207, other_time: 2.8630981445
epoch time: 8.7990980148s, input_fired_time: 0.1404039562, output_fired_time: 0.0000000000, propagate_forward_time: 8.1625528336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4961414337
validation[          , genome  4536] predictions:    9683/  10000 (96.83%), best:    9697/10000 (96.97%), error:      1032.63086, best error:       902.74133 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 109.0782089233s, input_fired_time: 1.0575643778, output_fired_time: 0.9380328059, propagate_forward_time: 41.0709686279, propagate_backward_time: 63.1835365295, weight_update_time: 0.1370843500, other_time: 2.8281059265
epoch time: 8.8254203796s, input_fired_time: 0.1355697960, output_fired_time: 0.0000000000, propagate_forward_time: 8.1955986023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942522049
validation[          , genome  4536] predictions:    9707/  10000 (97.07%), best:    9697/10000 (96.97%), error:       991.26569, best error:       902.74133 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 108.4449386597s, input_fired_time: 1.0741385221, output_fired_time: 0.9324824214, propagate_forward_time: 40.8372192383, propagate_backward_time: 62.7352447510, weight_update_time: 0.1369653493, other_time: 2.8658599854
epoch time: 8.9009952545s, input_fired_time: 0.1356096864, output_fired_time: 0.0000000000, propagate_forward_time: 8.2691631317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4962224960
validation[          , genome  4536] predictions:    9713/  10000 (97.13%), best:    9697/10000 (96.97%), error:       960.05408, best error:       902.74133 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 109.1695404053s, input_fired_time: 1.0770279169, output_fired_time: 0.9499327540, propagate_forward_time: 41.0992355347, propagate_backward_time: 63.1271858215, weight_update_time: 0.1442228258, other_time: 2.9161567688
epoch time: 8.8118257523s, input_fired_time: 0.1391671300, output_fired_time: 0.0000000000, propagate_forward_time: 8.1702375412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5024213791
validation[          , genome  4536] predictions:    9696/  10000 (96.96%), best:    9697/10000 (96.97%), error:       996.06500, best error:       902.74133 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 109.3247146606s, input_fired_time: 1.0639225245, output_fired_time: 0.9447129965, propagate_forward_time: 41.2214241028, propagate_backward_time: 63.2473640442, weight_update_time: 0.1384568214, other_time: 2.8473014832
epoch time: 8.9701566696s, input_fired_time: 0.1362430751, output_fired_time: 0.0000000000, propagate_forward_time: 8.3211908340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5127229691
validation[          , genome  4536] predictions:    9716/  10000 (97.16%), best:    9697/10000 (96.97%), error:       903.36053, best error:       902.74133 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 108.4290313721s, input_fired_time: 1.0702342987, output_fired_time: 0.9226154089, propagate_forward_time: 40.8783645630, propagate_backward_time: 62.6808090210, weight_update_time: 0.1368590295, other_time: 2.8770065308
epoch time: 8.7842025757s, input_fired_time: 0.1380266696, output_fired_time: 0.0000000000, propagate_forward_time: 8.1486196518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975566864
validation[          , genome  4536] predictions:    9683/  10000 (96.83%), best:    9697/10000 (96.97%), error:      1079.47546, best error:       902.74133 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 108.6060104370s, input_fired_time: 1.0768520832, output_fired_time: 0.9382880926, propagate_forward_time: 40.9107055664, propagate_backward_time: 62.7858085632, weight_update_time: 0.1391091198, other_time: 2.8943595886
epoch time: 8.8399543762s, input_fired_time: 0.1350393444, output_fired_time: 0.0000000000, propagate_forward_time: 8.2033681870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015468597
validation[          , genome  4536] predictions:    9674/  10000 (96.74%), best:    9697/10000 (96.97%), error:      1016.12189, best error:       902.74133 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 109.3897094727s, input_fired_time: 1.0681148767, output_fired_time: 0.9298795462, propagate_forward_time: 41.1701202393, propagate_backward_time: 63.3788795471, weight_update_time: 0.1358434260, other_time: 2.8427162170
epoch time: 8.8012504578s, input_fired_time: 0.1392803788, output_fired_time: 0.0000000000, propagate_forward_time: 8.1615753174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003948212
validation[          , genome  4536] predictions:    9691/  10000 (96.91%), best:    9697/10000 (96.97%), error:      1029.42151, best error:       902.74133 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 109.8206329346s, input_fired_time: 1.0628260374, output_fired_time: 0.9425793290, propagate_forward_time: 41.3993301392, propagate_backward_time: 63.5571632385, weight_update_time: 0.1361109465, other_time: 2.8587303162
epoch time: 8.9581422806s, input_fired_time: 0.1343476772, output_fired_time: 0.0000000000, propagate_forward_time: 8.3245973587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4991970062
validation[          , genome  4536] predictions:    9681/  10000 (96.81%), best:    9697/10000 (96.97%), error:      1020.57806, best error:       902.74133 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 107.7804031372s, input_fired_time: 1.0722014904, output_fired_time: 0.9257421494, propagate_forward_time: 40.6166877747, propagate_backward_time: 62.2735252380, weight_update_time: 0.1385316104, other_time: 2.8922462463
epoch time: 8.7602396011s, input_fired_time: 0.1383973658, output_fired_time: 0.0000000000, propagate_forward_time: 8.1235485077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4982938766
validation[          , genome  4536] predictions:    9672/  10000 (96.72%), best:    9697/10000 (96.97%), error:      1001.41876, best error:       902.74133 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 109.3873977661s, input_fired_time: 1.0764625072, output_fired_time: 0.9577107430, propagate_forward_time: 41.2334403992, propagate_backward_time: 63.2633399963, weight_update_time: 0.1360033005, other_time: 2.8564414978
epoch time: 8.8769702911s, input_fired_time: 0.1387061477, output_fired_time: 0.0000000000, propagate_forward_time: 8.2207107544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5175533295
validation[          , genome  4536] predictions:    9709/  10000 (97.09%), best:    9697/10000 (96.97%), error:      1013.59570, best error:       902.74133 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 108.8553695679s, input_fired_time: 1.0746277571, output_fired_time: 0.9303296208, propagate_forward_time: 40.9239006042, propagate_backward_time: 63.0458526611, weight_update_time: 0.1433880776, other_time: 2.8806610107
epoch time: 8.7749643326s, input_fired_time: 0.1382118762, output_fired_time: 0.0000000000, propagate_forward_time: 8.1401424408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966096878
validation[          , genome  4536] predictions:    9672/  10000 (96.72%), best:    9697/10000 (96.97%), error:      1070.61682, best error:       902.74133 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 108.5897979736s, input_fired_time: 1.0850572586, output_fired_time: 0.9315081835, propagate_forward_time: 40.8805809021, propagate_backward_time: 62.7868347168, weight_update_time: 0.1367790550, other_time: 2.9058074951
epoch time: 8.7305774689s, input_fired_time: 0.1375085860, output_fired_time: 0.0000000000, propagate_forward_time: 8.0998640060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4932050705
validation[          , genome  4536] predictions:    9706/  10000 (97.06%), best:    9697/10000 (96.97%), error:       947.01373, best error:       902.74133 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 109.4249343872s, input_fired_time: 1.0769586563, output_fired_time: 0.9376233816, propagate_forward_time: 41.2848892212, propagate_backward_time: 63.1877708435, weight_update_time: 0.1409886628, other_time: 2.9376945496
epoch time: 8.8033914566s, input_fired_time: 0.1380241811, output_fired_time: 0.0000000000, propagate_forward_time: 8.1681690216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4971981049
validation[          , genome  4536] predictions:    9685/  10000 (96.85%), best:    9697/10000 (96.97%), error:      1026.26050, best error:       902.74133 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 108.4406585693s, input_fired_time: 1.0695841312, output_fired_time: 0.9288577437, propagate_forward_time: 40.8902626038, propagate_backward_time: 62.7215919495, weight_update_time: 0.1353284568, other_time: 2.8303642273
epoch time: 8.8357667923s, input_fired_time: 0.1384669840, output_fired_time: 0.0000000000, propagate_forward_time: 8.1861314774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111684799
validation[          , genome  4536] predictions:    9666/  10000 (96.66%), best:    9697/10000 (96.97%), error:      1125.59680, best error:       902.74133 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 109.5100250244s, input_fired_time: 1.0902527571, output_fired_time: 0.9514629245, propagate_forward_time: 41.2230148315, propagate_backward_time: 63.3728561401, weight_update_time: 0.1360316277, other_time: 2.8724365234
epoch time: 8.9617471695s, input_fired_time: 0.1537124664, output_fired_time: 0.0000000000, propagate_forward_time: 8.2992696762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087652206
validation[          , genome  4536] predictions:    9708/  10000 (97.08%), best:    9697/10000 (96.97%), error:       993.29633, best error:       902.74133 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 109.2495727539s, input_fired_time: 1.0706740618, output_fired_time: 0.9666420817, propagate_forward_time: 41.1387329102, propagate_backward_time: 63.2173233032, weight_update_time: 0.1412208080, other_time: 2.8562011719
epoch time: 8.6794834137s, input_fired_time: 0.1350735724, output_fired_time: 0.0000000000, propagate_forward_time: 8.0522661209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921436310
validation[          , genome  4536] predictions:    9692/  10000 (96.92%), best:    9697/10000 (96.97%), error:       988.97858, best error:       902.74133 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 108.9794464111s, input_fired_time: 1.0653153658, output_fired_time: 0.9412845373, propagate_forward_time: 41.1480178833, propagate_backward_time: 63.0101432800, weight_update_time: 0.1358745694, other_time: 2.8146858215
epoch time: 8.7243709564s, input_fired_time: 0.1402721554, output_fired_time: 0.0000000000, propagate_forward_time: 8.0881977081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4959011078
validation[          , genome  4536] predictions:    9546/  10000 (95.46%), best:    9697/10000 (96.97%), error:      1491.24207, best error:       902.74133 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 109.7870178223s, input_fired_time: 1.0720151663, output_fired_time: 0.9148255587, propagate_forward_time: 41.4950752258, propagate_backward_time: 63.4326286316, weight_update_time: 0.1394012570, other_time: 2.8724708557
epoch time: 8.8415498734s, input_fired_time: 0.1416556686, output_fired_time: 0.0000000000, propagate_forward_time: 8.1993255615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5005683899
validation[          , genome  4536] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       893.94031, best error:       893.94031 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 108.2954559326s, input_fired_time: 1.0675718784, output_fired_time: 0.9353393912, propagate_forward_time: 40.8333282471, propagate_backward_time: 62.6462974548, weight_update_time: 0.1356065869, other_time: 2.8129158020
epoch time: 8.7608909607s, input_fired_time: 0.1386418641, output_fired_time: 0.0000000000, propagate_forward_time: 8.1245479584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977006912
validation[          , genome  4536] predictions:    9699/  10000 (96.99%), best:    9730/10000 (97.30%), error:       949.04633, best error:       893.94031 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 109.0719299316s, input_fired_time: 1.0990694761, output_fired_time: 0.9481920600, propagate_forward_time: 41.1594734192, propagate_backward_time: 63.0251274109, weight_update_time: 0.1376517415, other_time: 2.8400764465
epoch time: 8.8352031708s, input_fired_time: 0.1423250586, output_fired_time: 0.0000000000, propagate_forward_time: 8.1996936798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931840897
validation[          , genome  4536] predictions:    9720/  10000 (97.20%), best:    9730/10000 (97.30%), error:       896.41180, best error:       893.94031 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 107.8692092896s, input_fired_time: 1.0643559694, output_fired_time: 0.9270148873, propagate_forward_time: 40.6897811890, propagate_backward_time: 62.3715171814, weight_update_time: 0.1360284686, other_time: 2.8165397644
epoch time: 8.7828340530s, input_fired_time: 0.1406411082, output_fired_time: 0.0000000000, propagate_forward_time: 8.1403026581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5018901825
validation[          , genome  4536] predictions:    9708/  10000 (97.08%), best:    9730/10000 (97.30%), error:       926.09381, best error:       893.94031 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 108.3573150635s, input_fired_time: 1.0780161619, output_fired_time: 0.9317047596, propagate_forward_time: 40.8337135315, propagate_backward_time: 62.6693534851, weight_update_time: 0.1366260648, other_time: 2.8445320129
epoch time: 9.1785049438s, input_fired_time: 0.1519093961, output_fired_time: 0.0000000000, propagate_forward_time: 8.5005884171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5260066986
validation[          , genome  4536] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       877.16907, best error:       877.16907 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 108.7583770752s, input_fired_time: 1.0848798752, output_fired_time: 0.9376448393, propagate_forward_time: 40.9426612854, propagate_backward_time: 62.8933753967, weight_update_time: 0.1440643072, other_time: 2.8998222351
epoch time: 8.8044652939s, input_fired_time: 0.1352640837, output_fired_time: 0.0000000000, propagate_forward_time: 8.1743812561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4948196411
validation[          , genome  4536] predictions:    9714/  10000 (97.14%), best:    9728/10000 (97.28%), error:       943.83368, best error:       877.16907 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 108.0353088379s, input_fired_time: 1.0774525404, output_fired_time: 0.9282573462, propagate_forward_time: 40.6624031067, propagate_backward_time: 62.4748306274, weight_update_time: 0.1385993659, other_time: 2.8923568726
epoch time: 8.8013582230s, input_fired_time: 0.1400399804, output_fired_time: 0.0000000000, propagate_forward_time: 8.1639709473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973468781
validation[          , genome  4536] predictions:    9711/  10000 (97.11%), best:    9728/10000 (97.28%), error:       898.99213, best error:       877.16907 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 109.0216140747s, input_fired_time: 1.0861848593, output_fired_time: 0.9442492723, propagate_forward_time: 41.0283241272, propagate_backward_time: 63.0578575134, weight_update_time: 0.1374368668, other_time: 2.9050025940
epoch time: 8.6563978195s, input_fired_time: 0.1369952261, output_fired_time: 0.0000000000, propagate_forward_time: 8.0301752090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4892272949
validation[          , genome  4536] predictions:    9726/  10000 (97.26%), best:    9728/10000 (97.28%), error:       927.02283, best error:       877.16907 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 108.9374923706s, input_fired_time: 1.0907144547, output_fired_time: 0.9309636354, propagate_forward_time: 41.0706825256, propagate_backward_time: 62.9307212830, weight_update_time: 0.1439009309, other_time: 2.9144172668
epoch time: 8.8694400787s, input_fired_time: 0.1413727701, output_fired_time: 0.0000000000, propagate_forward_time: 8.2349653244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931020737
validation[          , genome  4536] predictions:    9712/  10000 (97.12%), best:    9728/10000 (97.28%), error:       931.14423, best error:       877.16907 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 108.2981033325s, input_fired_time: 1.0772223473, output_fired_time: 0.9275647402, propagate_forward_time: 40.8043212891, propagate_backward_time: 62.5965461731, weight_update_time: 0.1374317259, other_time: 2.8924446106
epoch time: 8.8666963577s, input_fired_time: 0.1361697614, output_fired_time: 0.0000000000, propagate_forward_time: 8.2215032578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5090236664
validation[          , genome  4536] predictions:    9687/  10000 (96.87%), best:    9728/10000 (97.28%), error:      1064.07312, best error:       877.16907 on epoch:    95, 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: 44.0572204590s, input_fired_time: 0.7006368637, output_fired_time: 0.0000000000, propagate_forward_time: 40.6876373291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6689453125
best training[          , genome  4536] predictions:   49421/  50000 (98.84%), best:    9728/10000 (97.28%), error:      2215.39966, best error:       877.16907 on epoch:    95, 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: 8.8532629013s, input_fired_time: 0.1439839900, output_fired_time: 0.0000000000, propagate_forward_time: 8.1999206543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5093584061
   testing[          , genome  4536] predictions:    9741/  10000 (97.41%), best:    9728/10000 (97.28%), error:       840.01874, best error:       877.16907 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:47:03 (6944): called boinc_finish(0)

</stderr_txt>
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