Nameexact_genome_1512568488_43_5118_1
Workunit2596864
Created7 Dec 2017, 13:21:28 UTC
Sent7 Dec 2017, 13:24:58 UTC
Report deadline13 Dec 2017, 9:02:06 UTC
Received9 Dec 2017, 3:41:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time3 hours 19 min 30 sec
CPU time3 hours 15 min 45 sec
Validate stateValid
Credit1,454.36
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.79 MB
Peak swap size156.56 MB
Peak disk usage1.66 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
.2710762024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918270111
validation[          , genome  5118] predictions:    9607/  10000 (96.07%), best:    9623/10000 (96.23%), error:      1335.50562, best error:      1258.29004 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 108.4386596680s, input_fired_time: 0.8458747864, output_fired_time: 0.8666884303, propagate_forward_time: 40.9095039368, propagate_backward_time: 63.0772743225, weight_update_time: 0.1701062620, other_time: 2.7393150330
epoch time: 8.5446510315s, input_fired_time: 0.1047681198, output_fired_time: 0.0000000000, propagate_forward_time: 7.9392733574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5006098747
validation[          , genome  5118] predictions:    9581/  10000 (95.81%), best:    9623/10000 (96.23%), error:      1384.67383, best error:      1258.29004 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 107.3854827881s, input_fired_time: 0.8414635062, output_fired_time: 0.8554742932, propagate_forward_time: 40.5507850647, propagate_backward_time: 62.4128227234, weight_update_time: 0.1707704216, other_time: 2.7249336243
epoch time: 8.8059730530s, input_fired_time: 0.1074277461, output_fired_time: 0.0000000000, propagate_forward_time: 8.2004709244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980745316
validation[          , genome  5118] predictions:    9621/  10000 (96.21%), best:    9623/10000 (96.23%), error:      1295.11084, best error:      1258.29004 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 107.0223083496s, input_fired_time: 0.8381714225, output_fired_time: 0.8542945385, propagate_forward_time: 40.1016578674, propagate_backward_time: 62.4945068359, weight_update_time: 0.1698335409, other_time: 2.7336730957
epoch time: 8.9723815918s, input_fired_time: 0.1083802208, output_fired_time: 0.0000000000, propagate_forward_time: 8.3653554916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986457825
validation[          , genome  5118] predictions:    9598/  10000 (95.98%), best:    9623/10000 (96.23%), error:      1318.05505, best error:      1258.29004 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 104.7702331543s, input_fired_time: 0.8244447708, output_fired_time: 0.8375076652, propagate_forward_time: 39.0132217407, propagate_backward_time: 61.3451423645, weight_update_time: 0.1660503745, other_time: 2.7499122620
epoch time: 9.0739536285s, input_fired_time: 0.1081008092, output_fired_time: 0.0000000000, propagate_forward_time: 8.4680595398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977931976
validation[          , genome  5118] predictions:    9588/  10000 (95.88%), best:    9623/10000 (96.23%), error:      1352.45325, best error:      1258.29004 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 106.8570632935s, input_fired_time: 0.8344960809, output_fired_time: 0.8505499959, propagate_forward_time: 40.3953056335, propagate_backward_time: 62.0737953186, weight_update_time: 0.1705347896, other_time: 2.7029228210
epoch time: 8.5844259262s, input_fired_time: 0.1062343121, output_fired_time: 0.0000000000, propagate_forward_time: 7.9966554642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815359116
validation[          , genome  5118] predictions:    9627/  10000 (96.27%), best:    9627/10000 (96.27%), error:      1245.63403, best error:      1245.63403 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 107.5588455200s, input_fired_time: 0.8372479081, output_fired_time: 0.8604696989, propagate_forward_time: 40.5449638367, propagate_backward_time: 62.6029739380, weight_update_time: 0.1710823476, other_time: 2.7131881714
epoch time: 8.6690845490s, input_fired_time: 0.1043677181, output_fired_time: 0.0000000000, propagate_forward_time: 8.0897588730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4749584198
validation[          , genome  5118] predictions:    9612/  10000 (96.12%), best:    9627/10000 (96.27%), error:      1312.26196, best error:      1245.63403 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 108.6571197510s, input_fired_time: 0.8561230302, output_fired_time: 0.8632137775, propagate_forward_time: 40.9679069519, propagate_backward_time: 63.1942749023, weight_update_time: 0.1718773097, other_time: 2.7756042480
epoch time: 8.4166526794s, input_fired_time: 0.1022569835, output_fired_time: 0.0000000000, propagate_forward_time: 7.8345313072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4798645973
validation[          , genome  5118] predictions:    9623/  10000 (96.23%), best:    9627/10000 (96.27%), error:      1255.81714, best error:      1245.63403 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 109.2593536377s, input_fired_time: 0.8611986041, output_fired_time: 0.8700948954, propagate_forward_time: 41.2745590210, propagate_backward_time: 63.4835510254, weight_update_time: 0.1728560328, other_time: 2.7699508667
epoch time: 8.6604547501s, input_fired_time: 0.1047948524, output_fired_time: 0.0000000000, propagate_forward_time: 8.0719623566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4836978912
validation[          , genome  5118] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1095.65332, best error:      1095.65332 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 107.1968688965s, input_fired_time: 0.8488214016, output_fired_time: 0.8557111621, propagate_forward_time: 40.4678268433, propagate_backward_time: 62.2669601440, weight_update_time: 0.1705881655, other_time: 2.7575454712
epoch time: 8.5668191910s, input_fired_time: 0.1049323305, output_fired_time: 0.0000000000, propagate_forward_time: 7.9705715179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4913148880
validation[          , genome  5118] predictions:    9573/  10000 (95.73%), best:    9661/10000 (96.61%), error:      1390.47534, best error:      1095.65332 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 105.9656829834s, input_fired_time: 0.8306327462, output_fired_time: 0.8489326835, propagate_forward_time: 39.6172447205, propagate_backward_time: 61.8996467590, weight_update_time: 0.1718196273, other_time: 2.7692222595
epoch time: 8.7942333221s, input_fired_time: 0.1054451242, output_fired_time: 0.0000000000, propagate_forward_time: 8.1985998154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4901885986
validation[          , genome  5118] predictions:    9660/  10000 (96.60%), best:    9661/10000 (96.61%), error:      1152.73633, best error:      1095.65332 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 106.9678878784s, input_fired_time: 0.8340682983, output_fired_time: 0.8506870866, propagate_forward_time: 40.3623313904, propagate_backward_time: 62.2714271545, weight_update_time: 0.1700205207, other_time: 2.6493797302
epoch time: 8.7522258759s, input_fired_time: 0.1054246128, output_fired_time: 0.0000000000, propagate_forward_time: 8.1679086685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4788923264
validation[          , genome  5118] predictions:    9647/  10000 (96.47%), best:    9661/10000 (96.61%), error:      1238.46545, best error:      1095.65332 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 107.9151153564s, input_fired_time: 0.8482266068, output_fired_time: 0.8588839769, propagate_forward_time: 40.6852912903, propagate_backward_time: 62.7816772461, weight_update_time: 0.1717089713, other_time: 2.7410278320
epoch time: 8.7785196304s, input_fired_time: 0.1055755094, output_fired_time: 0.0000000000, propagate_forward_time: 8.1834983826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4894456863
validation[          , genome  5118] predictions:    9663/  10000 (96.63%), best:    9661/10000 (96.61%), error:      1121.20691, best error:      1095.65332 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 104.4874725342s, input_fired_time: 0.8241700530, output_fired_time: 0.8357047439, propagate_forward_time: 39.2447166443, propagate_backward_time: 60.8742561340, weight_update_time: 0.1658838987, other_time: 2.7086257935
epoch time: 8.6201572418s, input_fired_time: 0.1059986576, output_fired_time: 0.0000000000, propagate_forward_time: 8.0265674591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4875907898
validation[          , genome  5118] predictions:    9596/  10000 (95.96%), best:    9661/10000 (96.61%), error:      1360.86963, best error:      1095.65332 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 107.0345458984s, input_fired_time: 0.8418528438, output_fired_time: 0.8542513847, propagate_forward_time: 40.3438606262, propagate_backward_time: 62.2438964844, weight_update_time: 0.1701748967, other_time: 2.7506866455
epoch time: 8.8265171051s, input_fired_time: 0.1061257869, output_fired_time: 0.0000000000, propagate_forward_time: 8.2426567078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777345657
validation[          , genome  5118] predictions:    9679/  10000 (96.79%), best:    9661/10000 (96.61%), error:      1100.90320, best error:      1095.65332 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 104.6046295166s, input_fired_time: 0.8299306631, output_fired_time: 0.8467432261, propagate_forward_time: 38.7374305725, propagate_backward_time: 61.3422927856, weight_update_time: 0.1679776758, other_time: 2.8482284546
epoch time: 9.0080499649s, input_fired_time: 0.1122838557, output_fired_time: 0.0000000000, propagate_forward_time: 8.3782110214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5175552368
validation[          , genome  5118] predictions:    9665/  10000 (96.65%), best:    9661/10000 (96.61%), error:      1165.93994, best error:      1095.65332 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 108.0161590576s, input_fired_time: 0.8487313986, output_fired_time: 0.8634744883, propagate_forward_time: 40.8150711060, propagate_backward_time: 62.7413711548, weight_update_time: 0.1739505380, other_time: 2.7475128174
epoch time: 8.3980770111s, input_fired_time: 0.1046515778, output_fired_time: 0.0000000000, propagate_forward_time: 7.8101596832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832658768
validation[          , genome  5118] predictions:    9615/  10000 (96.15%), best:    9661/10000 (96.61%), error:      1269.97388, best error:      1095.65332 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 107.6305313110s, input_fired_time: 0.8457558155, output_fired_time: 0.8550072312, propagate_forward_time: 40.6001701355, propagate_backward_time: 62.5891380310, weight_update_time: 0.1725414395, other_time: 2.7404518127
epoch time: 8.6287212372s, input_fired_time: 0.1076848507, output_fired_time: 0.0000000000, propagate_forward_time: 8.0188579559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5021781921
validation[          , genome  5118] predictions:    9642/  10000 (96.42%), best:    9661/10000 (96.61%), error:      1264.19104, best error:      1095.65332 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 107.8532180786s, input_fired_time: 0.8488883376, output_fired_time: 0.8600067496, propagate_forward_time: 40.6175193787, propagate_backward_time: 62.7718658447, weight_update_time: 0.1693785638, other_time: 2.7549438477
epoch time: 8.2974271774s, input_fired_time: 0.1044508070, output_fired_time: 0.0000000000, propagate_forward_time: 7.6975293159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4954466820
validation[          , genome  5118] predictions:    9665/  10000 (96.65%), best:    9661/10000 (96.61%), error:      1134.83252, best error:      1095.65332 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 107.0993423462s, input_fired_time: 0.8464684486, output_fired_time: 0.8565837145, propagate_forward_time: 40.3168525696, propagate_backward_time: 62.3008003235, weight_update_time: 0.1714857519, other_time: 2.7786369324
epoch time: 9.0496244431s, input_fired_time: 0.1099245548, output_fired_time: 0.0000000000, propagate_forward_time: 8.4318122864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078878403
validation[          , genome  5118] predictions:    9674/  10000 (96.74%), best:    9661/10000 (96.61%), error:      1098.59229, best error:      1095.65332 on epoch:    22, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 108.1804504395s, input_fired_time: 0.8500344157, output_fired_time: 0.8657122254, propagate_forward_time: 40.9427490234, propagate_backward_time: 62.7703285217, weight_update_time: 0.1723088771, other_time: 2.7516212463
epoch time: 8.4099245071s, input_fired_time: 0.1056978181, output_fired_time: 0.0000000000, propagate_forward_time: 7.8160824776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4881443977
validation[          , genome  5118] predictions:    9637/  10000 (96.37%), best:    9661/10000 (96.61%), error:      1191.87891, best error:      1095.65332 on epoch:    22, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 107.9029006958s, input_fired_time: 0.8480978012, output_fired_time: 0.8630589247, propagate_forward_time: 40.7044067383, propagate_backward_time: 62.7126846313, weight_update_time: 0.1720746458, other_time: 2.7746505737
epoch time: 9.1353406906s, input_fired_time: 0.1155456677, output_fired_time: 0.0000000000, propagate_forward_time: 8.5017890930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180063248
validation[          , genome  5118] predictions:    9651/  10000 (96.51%), best:    9661/10000 (96.61%), error:      1223.77039, best error:      1095.65332 on epoch:    22, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 107.8981552124s, input_fired_time: 0.8391641378, output_fired_time: 0.8560395837, propagate_forward_time: 40.8296813965, propagate_backward_time: 62.6929092407, weight_update_time: 0.1677379906, other_time: 2.6803588867
epoch time: 8.7955551147s, input_fired_time: 0.1067221239, output_fired_time: 0.0000000000, propagate_forward_time: 8.2169618607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4718713760
validation[          , genome  5118] predictions:    9658/  10000 (96.58%), best:    9661/10000 (96.61%), error:      1143.71912, best error:      1095.65332 on epoch:    22, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 107.0485305786s, input_fired_time: 0.8390306830, output_fired_time: 0.8584825397, propagate_forward_time: 40.2201004028, propagate_backward_time: 62.4259376526, weight_update_time: 0.1707533449, other_time: 2.7049827576
epoch time: 8.8228225708s, input_fired_time: 0.1067444906, output_fired_time: 0.0000000000, propagate_forward_time: 8.2381439209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4779338837
validation[          , genome  5118] predictions:    9651/  10000 (96.51%), best:    9661/10000 (96.61%), error:      1150.74390, best error:      1095.65332 on epoch:    22, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 107.7083358765s, input_fired_time: 0.8422808051, output_fired_time: 0.8636037707, propagate_forward_time: 40.5960922241, propagate_backward_time: 62.6571388245, weight_update_time: 0.1708038449, other_time: 2.7492256165
epoch time: 8.8580751419s, input_fired_time: 0.1059616134, output_fired_time: 0.0000000000, propagate_forward_time: 8.2721214294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799919128
validation[          , genome  5118] predictions:    9651/  10000 (96.51%), best:    9661/10000 (96.61%), error:      1158.76147, best error:      1095.65332 on epoch:    22, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 106.9366378784s, input_fired_time: 0.8394705057, output_fired_time: 0.8540315628, propagate_forward_time: 40.1128311157, propagate_backward_time: 62.3475646973, weight_update_time: 0.1701910198, other_time: 2.7827377319
epoch time: 8.6033468246s, input_fired_time: 0.1099652350, output_fired_time: 0.0000000000, propagate_forward_time: 7.9687380791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5246434212
validation[          , genome  5118] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1093.59131, best error:      1093.59131 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 107.0515213013s, input_fired_time: 0.8396638036, output_fired_time: 0.8598640561, propagate_forward_time: 40.0743408203, propagate_backward_time: 62.5003204346, weight_update_time: 0.1695451289, other_time: 2.7773361206
epoch time: 7.9344286919s, input_fired_time: 0.1034268215, output_fired_time: 0.0000000000, propagate_forward_time: 7.3172969818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5137047768
validation[          , genome  5118] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:      1011.69519, best error:      1011.69519 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 107.1912078857s, input_fired_time: 0.8516358137, output_fired_time: 0.8568809032, propagate_forward_time: 40.1608886719, propagate_backward_time: 62.5885467529, weight_update_time: 0.1720236093, other_time: 2.7332534790
epoch time: 8.7508640289s, input_fired_time: 0.1064489558, output_fired_time: 0.0000000000, propagate_forward_time: 8.1648120880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796028137
validation[          , genome  5118] predictions:    9636/  10000 (96.36%), best:    9716/10000 (97.16%), error:      1202.88892, best error:      1011.69519 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 106.9892196655s, input_fired_time: 0.8482503891, output_fired_time: 0.8546555042, propagate_forward_time: 40.1558761597, propagate_backward_time: 62.3351593018, weight_update_time: 0.1715742946, other_time: 2.7952804565
epoch time: 8.8563280106s, input_fired_time: 0.1058624908, output_fired_time: 0.0000000000, propagate_forward_time: 8.2712068558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792585373
validation[          , genome  5118] predictions:    9678/  10000 (96.78%), best:    9716/10000 (97.16%), error:      1039.47864, best error:      1011.69519 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 107.8903579712s, input_fired_time: 0.8481362462, output_fired_time: 0.8577086329, propagate_forward_time: 40.7120513916, propagate_backward_time: 62.7514762878, weight_update_time: 0.1712866277, other_time: 2.7209815979
epoch time: 8.8326559067s, input_fired_time: 0.1074478626, output_fired_time: 0.0000000000, propagate_forward_time: 8.2351999283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4900083542
validation[          , genome  5118] predictions:    9643/  10000 (96.43%), best:    9716/10000 (97.16%), error:      1175.17371, best error:      1011.69519 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 109.0260467529s, input_fired_time: 0.8522535563, output_fired_time: 0.8592473269, propagate_forward_time: 41.2882919312, propagate_backward_time: 63.3082504272, weight_update_time: 0.1706129014, other_time: 2.7180023193
epoch time: 9.1835832596s, input_fired_time: 0.1141584665, output_fired_time: 0.0000000000, propagate_forward_time: 8.5528068542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5166177750
validation[          , genome  5118] predictions:    9655/  10000 (96.55%), best:    9716/10000 (97.16%), error:      1242.78528, best error:      1011.69519 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 107.7605590820s, input_fired_time: 0.8436158299, output_fired_time: 0.8582655191, propagate_forward_time: 40.3349342346, propagate_backward_time: 62.8635063171, weight_update_time: 0.1696443707, other_time: 2.8602333069
epoch time: 8.6689834595s, input_fired_time: 0.1092023998, output_fired_time: 0.0000000000, propagate_forward_time: 8.0584678650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5013132095
validation[          , genome  5118] predictions:    9643/  10000 (96.43%), best:    9716/10000 (97.16%), error:      1210.95496, best error:      1011.69519 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 109.1850280762s, input_fired_time: 0.8478102088, output_fired_time: 0.8613570333, propagate_forward_time: 41.3599357605, propagate_backward_time: 63.3899917603, weight_update_time: 0.1707534641, other_time: 2.7259292603
epoch time: 8.9952497482s, input_fired_time: 0.1082311645, output_fired_time: 0.0000000000, propagate_forward_time: 8.3888082504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4982099533
validation[          , genome  5118] predictions:    9690/  10000 (96.90%), best:    9716/10000 (97.16%), error:      1059.80371, best error:      1011.69519 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 107.3429718018s, input_fired_time: 0.8457894325, output_fired_time: 0.8622118235, propagate_forward_time: 40.4748649597, propagate_backward_time: 62.4296836853, weight_update_time: 0.1694769412, other_time: 2.7304267883
epoch time: 8.7384338379s, input_fired_time: 0.1071162149, output_fired_time: 0.0000000000, propagate_forward_time: 8.1428155899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4885025024
validation[          , genome  5118] predictions:    9662/  10000 (96.62%), best:    9716/10000 (97.16%), error:      1112.71936, best error:      1011.69519 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 109.3808059692s, input_fired_time: 0.8651875854, output_fired_time: 0.8713045120, propagate_forward_time: 41.3954696655, propagate_backward_time: 63.4581604004, weight_update_time: 0.1751319915, other_time: 2.7906799316
epoch time: 8.2626333237s, input_fired_time: 0.1038214266, output_fired_time: 0.0000000000, propagate_forward_time: 7.6803274155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4784841537
validation[          , genome  5118] predictions:    9658/  10000 (96.58%), best:    9716/10000 (97.16%), error:      1206.56848, best error:      1011.69519 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 107.6149063110s, input_fired_time: 0.8491591811, output_fired_time: 0.8585956693, propagate_forward_time: 40.6788940430, propagate_backward_time: 62.4692001343, weight_update_time: 0.1703785211, other_time: 2.7590560913
epoch time: 8.6496915817s, input_fired_time: 0.1058714017, output_fired_time: 0.0000000000, propagate_forward_time: 8.0627889633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810314178
validation[          , genome  5118] predictions:    9659/  10000 (96.59%), best:    9716/10000 (97.16%), error:      1135.25305, best error:      1011.69519 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 107.2877044678s, input_fired_time: 0.8450288773, output_fired_time: 0.8572304249, propagate_forward_time: 40.3735809326, propagate_backward_time: 62.4398612976, weight_update_time: 0.1706976146, other_time: 2.7719993591
epoch time: 8.9256601334s, input_fired_time: 0.1072809547, output_fired_time: 0.0000000000, propagate_forward_time: 8.3423862457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4759931564
validation[          , genome  5118] predictions:    9693/  10000 (96.93%), best:    9716/10000 (97.16%), error:      1033.04944, best error:      1011.69519 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 107.2995758057s, input_fired_time: 0.8464223742, output_fired_time: 0.8560651541, propagate_forward_time: 40.3636894226, propagate_backward_time: 62.4968185425, weight_update_time: 0.1694041491, other_time: 2.7365798950
epoch time: 8.7606201172s, input_fired_time: 0.1060941741, output_fired_time: 0.0000000000, propagate_forward_time: 8.1833600998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711656570
validation[          , genome  5118] predictions:    9686/  10000 (96.86%), best:    9716/10000 (97.16%), error:      1135.30042, best error:      1011.69519 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 107.3279190063s, input_fired_time: 0.8482834697, output_fired_time: 0.8562322855, propagate_forward_time: 40.4131126404, propagate_backward_time: 62.5255699158, weight_update_time: 0.1682194918, other_time: 2.6847267151
epoch time: 8.7675189972s, input_fired_time: 0.1067261547, output_fired_time: 0.0000000000, propagate_forward_time: 8.1826133728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4781799316
validation[          , genome  5118] predictions:    9654/  10000 (96.54%), best:    9716/10000 (97.16%), error:      1169.51843, best error:      1011.69519 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 106.4996032715s, input_fired_time: 0.8334813118, output_fired_time: 0.8497741818, propagate_forward_time: 39.9216957092, propagate_backward_time: 62.1744003296, weight_update_time: 0.1703155190, other_time: 2.7202529907
epoch time: 8.8115062714s, input_fired_time: 0.1086100712, output_fired_time: 0.0000000000, propagate_forward_time: 8.2170438766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4858522415
validation[          , genome  5118] predictions:    9688/  10000 (96.88%), best:    9716/10000 (97.16%), error:      1049.13611, best error:      1011.69519 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 107.4843597412s, input_fired_time: 0.8431202769, output_fired_time: 0.8596325517, propagate_forward_time: 40.5227546692, propagate_backward_time: 62.5027389526, weight_update_time: 0.1712894142, other_time: 2.7561111450
epoch time: 8.4423332214s, input_fired_time: 0.1027694046, output_fired_time: 0.0000000000, propagate_forward_time: 7.8626956940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4768676758
validation[          , genome  5118] predictions:    9702/  10000 (97.02%), best:    9716/10000 (97.16%), error:      1035.20996, best error:      1011.69519 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 104.4874572754s, input_fired_time: 0.8392664790, output_fired_time: 0.8407298923, propagate_forward_time: 39.1642341614, propagate_backward_time: 60.8924369812, weight_update_time: 0.1683422327, other_time: 2.7507934570
epoch time: 8.8368711472s, input_fired_time: 0.1076210290, output_fired_time: 0.0000000000, propagate_forward_time: 8.2355384827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937114716
validation[          , genome  5118] predictions:    9677/  10000 (96.77%), best:    9716/10000 (97.16%), error:      1125.04199, best error:      1011.69519 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 107.8501968384s, input_fired_time: 0.8437008858, output_fired_time: 0.8569517136, propagate_forward_time: 40.7573432922, propagate_backward_time: 62.6931877136, weight_update_time: 0.1697380245, other_time: 2.6990089417
epoch time: 8.7699184418s, input_fired_time: 0.1066439673, output_fired_time: 0.0000000000, propagate_forward_time: 8.1931390762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701356888
validation[          , genome  5118] predictions:    9687/  10000 (96.87%), best:    9716/10000 (97.16%), error:      1059.17175, best error:      1011.69519 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 107.0240554810s, input_fired_time: 0.8457075357, output_fired_time: 0.8622250557, propagate_forward_time: 40.0684776306, propagate_backward_time: 62.4654197693, weight_update_time: 0.1724400520, other_time: 2.7822151184
epoch time: 8.6164941788s, input_fired_time: 0.1052559093, output_fired_time: 0.0000000000, propagate_forward_time: 8.0415363312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697017670
validation[          , genome  5118] predictions:    9647/  10000 (96.47%), best:    9716/10000 (97.16%), error:      1229.83044, best error:      1011.69519 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 106.7564544678s, input_fired_time: 0.8370279074, output_fired_time: 0.8544689417, propagate_forward_time: 40.2627029419, propagate_backward_time: 62.1308288574, weight_update_time: 0.1680231988, other_time: 2.6714248657
epoch time: 8.9440965652s, input_fired_time: 0.1094153076, output_fired_time: 0.0000000000, propagate_forward_time: 8.3327665329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5019149780
validation[          , genome  5118] predictions:    9701/  10000 (97.01%), best:    9716/10000 (97.16%), error:      1013.23407, best error:      1011.69519 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 107.2986831665s, input_fired_time: 0.8420698047, output_fired_time: 0.8556394577, propagate_forward_time: 40.4225234985, propagate_backward_time: 62.4711647034, weight_update_time: 0.1680240184, other_time: 2.7072868347
epoch time: 8.7943096161s, input_fired_time: 0.1079852507, output_fired_time: 0.0000000000, propagate_forward_time: 8.2020282745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4842958450
validation[          , genome  5118] predictions:    9676/  10000 (96.76%), best:    9716/10000 (97.16%), error:      1105.29468, best error:      1011.69519 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 108.0740509033s, input_fired_time: 0.8505670428, output_fired_time: 0.8597083092, propagate_forward_time: 40.8197288513, propagate_backward_time: 62.8164100647, weight_update_time: 0.1693710238, other_time: 2.7276268005
epoch time: 8.5939941406s, input_fired_time: 0.1041619256, output_fired_time: 0.0000000000, propagate_forward_time: 8.0158853531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739465714
validation[          , genome  5118] predictions:    9680/  10000 (96.80%), best:    9716/10000 (97.16%), error:      1089.38794, best error:      1011.69519 on epoch:    40, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 106.9745407104s, input_fired_time: 0.8433978558, output_fired_time: 0.8483252525, propagate_forward_time: 40.4327659607, propagate_backward_time: 62.1455612183, weight_update_time: 0.1728096902, other_time: 2.7044906616
epoch time: 8.7219066620s, input_fired_time: 0.1055911332, output_fired_time: 0.0000000000, propagate_forward_time: 8.1435575485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727582932
validation[          , genome  5118] predictions:    9696/  10000 (96.96%), best:    9716/10000 (97.16%), error:      1076.86230, best error:      1011.69519 on epoch:    40, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 108.0618820190s, input_fired_time: 0.8508080840, output_fired_time: 0.8557777405, propagate_forward_time: 40.8346061707, propagate_backward_time: 62.8119316101, weight_update_time: 0.1712162644, other_time: 2.7087593079
epoch time: 8.6816959381s, input_fired_time: 0.1081365496, output_fired_time: 0.0000000000, propagate_forward_time: 8.0767984390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4967613220
validation[          , genome  5118] predictions:    9675/  10000 (96.75%), best:    9716/10000 (97.16%), error:      1105.70837, best error:      1011.69519 on epoch:    40, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 107.2757949829s, input_fired_time: 0.8513132930, output_fired_time: 0.8557276726, propagate_forward_time: 40.4288711548, propagate_backward_time: 62.4211807251, weight_update_time: 0.1693679392, other_time: 2.7187042236
epoch time: 8.7672557831s, input_fired_time: 0.1126735136, output_fired_time: 0.0000000000, propagate_forward_time: 8.1733179092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812641144
validation[          , genome  5118] predictions:    9665/  10000 (96.65%), best:    9716/10000 (97.16%), error:      1124.59607, best error:      1011.69519 on epoch:    40, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 107.0181045532s, input_fired_time: 0.8559576273, output_fired_time: 0.8609786034, propagate_forward_time: 40.0898780823, propagate_backward_time: 62.4011039734, weight_update_time: 0.1728650033, other_time: 2.8101844788
epoch time: 8.7540178299s, input_fired_time: 0.1073001325, output_fired_time: 0.0000000000, propagate_forward_time: 8.1583976746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883203506
validation[          , genome  5118] predictions:    9675/  10000 (96.75%), best:    9716/10000 (97.16%), error:      1072.95837, best error:      1011.69519 on epoch:    40, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 106.0218200684s, input_fired_time: 0.8358826041, output_fired_time: 0.8528743386, propagate_forward_time: 39.6379776001, propagate_backward_time: 61.9773101807, weight_update_time: 0.1716789752, other_time: 2.7177734375
epoch time: 8.8018159866s, input_fired_time: 0.1067029387, output_fired_time: 0.0000000000, propagate_forward_time: 8.2042350769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4908781052
validation[          , genome  5118] predictions:    9668/  10000 (96.68%), best:    9716/10000 (97.16%), error:      1096.57422, best error:      1011.69519 on epoch:    40, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 107.5405120850s, input_fired_time: 0.8496824503, output_fired_time: 0.8547271490, propagate_forward_time: 40.5264129639, propagate_backward_time: 62.5767326355, weight_update_time: 0.1687578559, other_time: 2.7329521179
epoch time: 9.4386177063s, input_fired_time: 0.1174782440, output_fired_time: 0.0000000000, propagate_forward_time: 8.7992572784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5218820572
validation[          , genome  5118] predictions:    9654/  10000 (96.54%), best:    9716/10000 (97.16%), error:      1188.55627, best error:      1011.69519 on epoch:    40, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 107.1304092407s, input_fired_time: 0.8451927900, output_fired_time: 0.8551107645, propagate_forward_time: 40.3802719116, propagate_backward_time: 62.3286247253, weight_update_time: 0.1708015352, other_time: 2.7212104797
epoch time: 8.5765142441s, input_fired_time: 0.1028921157, output_fired_time: 0.0000000000, propagate_forward_time: 8.0032577515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703645706
validation[          , genome  5118] predictions:    9686/  10000 (96.86%), best:    9716/10000 (97.16%), error:      1056.30334, best error:      1011.69519 on epoch:    40, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 107.2800598145s, input_fired_time: 0.8474947214, output_fired_time: 0.8629683852, propagate_forward_time: 40.3593940735, propagate_backward_time: 62.4590148926, weight_update_time: 0.1712028384, other_time: 2.7511901855
epoch time: 8.7708454132s, input_fired_time: 0.1075036377, output_fired_time: 0.0000000000, propagate_forward_time: 8.1868762970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4764652252
validation[          , genome  5118] predictions:    9663/  10000 (96.63%), best:    9716/10000 (97.16%), error:      1164.86719, best error:      1011.69519 on epoch:    40, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 108.0668106079s, input_fired_time: 0.8673204780, output_fired_time: 0.8595939875, propagate_forward_time: 40.5933036804, propagate_backward_time: 62.9719543457, weight_update_time: 0.1700714082, other_time: 2.7746429443
epoch time: 8.7242660522s, input_fired_time: 0.1068319082, output_fired_time: 0.0000000000, propagate_forward_time: 8.1453266144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721078873
validation[          , genome  5118] predictions:    9671/  10000 (96.71%), best:    9716/10000 (97.16%), error:      1128.05273, best error:      1011.69519 on epoch:    40, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 106.8905944824s, input_fired_time: 0.8411836624, output_fired_time: 0.8478113413, propagate_forward_time: 40.3941764832, propagate_backward_time: 62.1452598572, weight_update_time: 0.1670358032, other_time: 2.6621589661
epoch time: 8.8921976089s, input_fired_time: 0.1081414595, output_fired_time: 0.0000000000, propagate_forward_time: 8.3095283508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4745273590
validation[          , genome  5118] predictions:    9627/  10000 (96.27%), best:    9716/10000 (97.16%), error:      1296.82971, best error:      1011.69519 on epoch:    40, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 108.5056533813s, input_fired_time: 0.8507430553, output_fired_time: 0.8712984920, propagate_forward_time: 40.9246978760, propagate_backward_time: 63.1355285645, weight_update_time: 0.1726837456, other_time: 2.7233810425
epoch time: 8.5248317719s, input_fired_time: 0.1047662720, output_fired_time: 0.0000000000, propagate_forward_time: 7.9573183060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4627475739
validation[          , genome  5118] predictions:    9652/  10000 (96.52%), best:    9716/10000 (97.16%), error:      1183.09363, best error:      1011.69519 on epoch:    40, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 108.0557479858s, input_fired_time: 0.8596991897, output_fired_time: 0.8594753146, propagate_forward_time: 40.7359123230, propagate_backward_time: 62.8701248169, weight_update_time: 0.1721410155, other_time: 2.7305374146
epoch time: 8.7561082840s, input_fired_time: 0.1078156382, output_fired_time: 0.0000000000, propagate_forward_time: 8.1565284729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4917640686
validation[          , genome  5118] predictions:    9687/  10000 (96.87%), best:    9716/10000 (97.16%), error:      1092.09155, best error:      1011.69519 on epoch:    40, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 107.7979888916s, input_fired_time: 0.8561025262, output_fired_time: 0.8594546318, propagate_forward_time: 40.7261581421, propagate_backward_time: 62.6290817261, weight_update_time: 0.1698892862, other_time: 2.7271957397
epoch time: 8.5135545731s, input_fired_time: 0.1056170017, output_fired_time: 0.0000000000, propagate_forward_time: 7.9304642677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4774737358
validation[          , genome  5118] predictions:    9639/  10000 (96.39%), best:    9716/10000 (97.16%), error:      1185.89832, best error:      1011.69519 on epoch:    40, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 107.6392059326s, input_fired_time: 0.8487920165, output_fired_time: 0.8573406935, propagate_forward_time: 40.4815864563, propagate_backward_time: 62.7378845215, weight_update_time: 0.1691854447, other_time: 2.7136077881
epoch time: 7.9266700745s, input_fired_time: 0.1039718240, output_fired_time: 0.0000000000, propagate_forward_time: 7.3274135590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952845573
validation[          , genome  5118] predictions:    9630/  10000 (96.30%), best:    9716/10000 (97.16%), error:      1233.26086, best error:      1011.69519 on epoch:    40, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 107.4278793335s, input_fired_time: 0.8530551791, output_fired_time: 0.8560847044, propagate_forward_time: 40.5433387756, propagate_backward_time: 62.4185295105, weight_update_time: 0.1707984954, other_time: 2.7568702698
epoch time: 8.9028692245s, input_fired_time: 0.1075103134, output_fired_time: 0.0000000000, propagate_forward_time: 8.3259344101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694242477
validation[          , genome  5118] predictions:    9656/  10000 (96.56%), best:    9716/10000 (97.16%), error:      1146.13464, best error:      1011.69519 on epoch:    40, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 108.2052536011s, input_fired_time: 0.8617157936, output_fired_time: 0.8616210818, propagate_forward_time: 40.7499351501, propagate_backward_time: 62.9930114746, weight_update_time: 0.1702896804, other_time: 2.7389678955
epoch time: 8.8327121735s, input_fired_time: 0.1081177667, output_fired_time: 0.0000000000, propagate_forward_time: 8.2383213043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4862728119
validation[          , genome  5118] predictions:    9668/  10000 (96.68%), best:    9716/10000 (97.16%), error:      1130.61780, best error:      1011.69519 on epoch:    40, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 107.3949890137s, input_fired_time: 0.8535516262, output_fired_time: 0.8630895615, propagate_forward_time: 40.1967201233, propagate_backward_time: 62.7279968262, weight_update_time: 0.1713545620, other_time: 2.7536315918
epoch time: 8.7125320435s, input_fired_time: 0.1073692888, output_fired_time: 0.0000000000, propagate_forward_time: 8.1148319244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4903306961
validation[          , genome  5118] predictions:    9695/  10000 (96.95%), best:    9716/10000 (97.16%), error:      1031.56055, best error:      1011.69519 on epoch:    40, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 107.9181060791s, input_fired_time: 0.8523198962, output_fired_time: 0.8589869738, propagate_forward_time: 40.7100486755, propagate_backward_time: 62.7559165955, weight_update_time: 0.1692113280, other_time: 2.7408332825
epoch time: 8.7657690048s, input_fired_time: 0.1078276858, output_fired_time: 0.0000000000, propagate_forward_time: 8.1649866104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4929542542
validation[          , genome  5118] predictions:    9678/  10000 (96.78%), best:    9716/10000 (97.16%), error:      1069.83630, best error:      1011.69519 on epoch:    40, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 106.0932388306s, input_fired_time: 0.8445953131, output_fired_time: 0.8447066545, propagate_forward_time: 40.0399208069, propagate_backward_time: 61.7131614685, weight_update_time: 0.1663633138, other_time: 2.6508522034
epoch time: 8.3376770020s, input_fired_time: 0.1054451540, output_fired_time: 0.0000000000, propagate_forward_time: 7.7560105324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762215614
validation[          , genome  5118] predictions:    9680/  10000 (96.80%), best:    9716/10000 (97.16%), error:      1089.06360, best error:      1011.69519 on epoch:    40, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 106.9118804932s, input_fired_time: 0.8442659378, output_fired_time: 0.8540741205, propagate_forward_time: 40.2096939087, propagate_backward_time: 62.2967720032, weight_update_time: 0.1697357744, other_time: 2.7070732117
epoch time: 8.7435731888s, input_fired_time: 0.1080437452, output_fired_time: 0.0000000000, propagate_forward_time: 8.1662197113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4693098068
validation[          , genome  5118] predictions:    9697/  10000 (96.97%), best:    9716/10000 (97.16%), error:      1035.81165, best error:      1011.69519 on epoch:    40, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 106.7590103149s, input_fired_time: 0.8500672579, output_fired_time: 0.8484203815, propagate_forward_time: 40.3256187439, propagate_backward_time: 62.0144538879, weight_update_time: 0.1712144613, other_time: 2.7204551697
epoch time: 8.8601055145s, input_fired_time: 0.1078089252, output_fired_time: 0.0000000000, propagate_forward_time: 8.2635498047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4887466431
validation[          , genome  5118] predictions:    9666/  10000 (96.66%), best:    9716/10000 (97.16%), error:      1112.34741, best error:      1011.69519 on epoch:    40, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 106.5510711670s, input_fired_time: 0.8457283378, output_fired_time: 0.8490982056, propagate_forward_time: 40.1262130737, propagate_backward_time: 61.9939117432, weight_update_time: 0.1694728881, other_time: 2.7361221313
epoch time: 8.4828844070s, input_fired_time: 0.1047760770, output_fired_time: 0.0000000000, propagate_forward_time: 7.9179363251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4601716995
validation[          , genome  5118] predictions:    9628/  10000 (96.28%), best:    9716/10000 (97.16%), error:      1240.79565, best error:      1011.69519 on epoch:    40, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 106.3608779907s, input_fired_time: 0.8504199982, output_fired_time: 0.8536000252, propagate_forward_time: 39.8530235291, propagate_backward_time: 62.0255470276, weight_update_time: 0.1685961336, other_time: 2.7782859802
epoch time: 8.7673549652s, input_fired_time: 0.1079147384, output_fired_time: 0.0000000000, propagate_forward_time: 8.1880550385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713850021
validation[          , genome  5118] predictions:    9695/  10000 (96.95%), best:    9716/10000 (97.16%), error:      1060.20154, best error:      1011.69519 on epoch:    40, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 107.9577484131s, input_fired_time: 0.8578961492, output_fired_time: 0.8595816493, propagate_forward_time: 40.7482299805, propagate_backward_time: 62.7739448547, weight_update_time: 0.1715639234, other_time: 2.7180976868
epoch time: 8.9973421097s, input_fired_time: 0.1096585244, output_fired_time: 0.0000000000, propagate_forward_time: 8.4057130814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819707870
validation[          , genome  5118] predictions:    9690/  10000 (96.90%), best:    9716/10000 (97.16%), error:      1062.99023, best error:      1011.69519 on epoch:    40, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 108.9191741943s, input_fired_time: 0.8626786470, output_fired_time: 0.8697479963, propagate_forward_time: 41.1237449646, propagate_backward_time: 63.3365821838, weight_update_time: 0.1706667840, other_time: 2.7264213562
epoch time: 8.7222299576s, input_fired_time: 0.1128261387, output_fired_time: 0.0000000000, propagate_forward_time: 8.1000404358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5093631744
validation[          , genome  5118] predictions:    9675/  10000 (96.75%), best:    9716/10000 (97.16%), error:      1080.53662, best error:      1011.69519 on epoch:    40, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 107.3797836304s, input_fired_time: 0.8443652987, output_fired_time: 0.8526716232, propagate_forward_time: 40.5388031006, propagate_backward_time: 62.4627037048, weight_update_time: 0.1686386317, other_time: 2.6812400818
epoch time: 8.7343130112s, input_fired_time: 0.1092264950, output_fired_time: 0.0000000000, propagate_forward_time: 8.1351337433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4899530411
validation[          , genome  5118] predictions:    9692/  10000 (96.92%), best:    9716/10000 (97.16%), error:      1057.93030, best error:      1011.69519 on epoch:    40, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 107.3189620972s, input_fired_time: 0.8553862572, output_fired_time: 0.8579134345, propagate_forward_time: 40.2809715271, propagate_backward_time: 62.5928421021, weight_update_time: 0.1686543673, other_time: 2.7318496704
epoch time: 8.8405294418s, input_fired_time: 0.1074322239, output_fired_time: 0.0000000000, propagate_forward_time: 8.2620582581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4710388184
validation[          , genome  5118] predictions:    9678/  10000 (96.78%), best:    9716/10000 (97.16%), error:      1083.50574, best error:      1011.69519 on epoch:    40, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 108.0679702759s, input_fired_time: 0.8691897392, output_fired_time: 0.8624992371, propagate_forward_time: 40.7525177002, propagate_backward_time: 62.8121757507, weight_update_time: 0.1708497703, other_time: 2.7715950012
epoch time: 8.8668336868s, input_fired_time: 0.1073171198, output_fired_time: 0.0000000000, propagate_forward_time: 8.2727527618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4867639542
validation[          , genome  5118] predictions:    9694/  10000 (96.94%), best:    9716/10000 (97.16%), error:      1046.61768, best error:      1011.69519 on epoch:    40, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 107.6403045654s, input_fired_time: 0.8634771109, output_fired_time: 0.8642894626, propagate_forward_time: 40.4217453003, propagate_backward_time: 62.7217407227, weight_update_time: 0.1713483334, other_time: 2.7690505981
epoch time: 9.1998624802s, input_fired_time: 0.1146681607, output_fired_time: 0.0000000000, propagate_forward_time: 8.5723266602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128679276
validation[          , genome  5118] predictions:    9686/  10000 (96.86%), best:    9716/10000 (97.16%), error:      1077.32813, best error:      1011.69519 on epoch:    40, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 107.4240646362s, input_fired_time: 0.8517535925, output_fired_time: 0.8607988358, propagate_forward_time: 40.4308738708, propagate_backward_time: 62.5565185547, weight_update_time: 0.1701486111, other_time: 2.7241210938
epoch time: 8.5180177689s, input_fired_time: 0.1059910581, output_fired_time: 0.0000000000, propagate_forward_time: 7.9261879921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4858384132
validation[          , genome  5118] predictions:    9664/  10000 (96.64%), best:    9716/10000 (97.16%), error:      1080.94458, best error:      1011.69519 on epoch:    40, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 108.0024871826s, input_fired_time: 0.8622094393, output_fired_time: 0.8569182754, propagate_forward_time: 40.6799659729, propagate_backward_time: 62.8727722168, weight_update_time: 0.1707225591, other_time: 2.7306213379
epoch time: 8.4138717651s, input_fired_time: 0.1069582626, output_fired_time: 0.0000000000, propagate_forward_time: 7.7975978851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5093154907
validation[          , genome  5118] predictions:    9692/  10000 (96.92%), best:    9716/10000 (97.16%), error:      1081.25244, best error:      1011.69519 on epoch:    40, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 107.0235443115s, input_fired_time: 0.8517362475, output_fired_time: 0.8551658392, propagate_forward_time: 40.3869171143, propagate_backward_time: 62.2538337708, weight_update_time: 0.1686038524, other_time: 2.6758918762
epoch time: 8.7625818253s, input_fired_time: 0.1093433797, output_fired_time: 0.0000000000, propagate_forward_time: 8.1676015854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4856367111
validation[          , genome  5118] predictions:    9709/  10000 (97.09%), best:    9716/10000 (97.16%), error:      1022.77423, best error:      1011.69519 on epoch:    40, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 108.4710540771s, input_fired_time: 0.8601697087, output_fired_time: 0.8603760004, propagate_forward_time: 40.9910354614, propagate_backward_time: 63.0584564209, weight_update_time: 0.1695317328, other_time: 2.7010192871
epoch time: 7.9516930580s, input_fired_time: 0.1067238897, output_fired_time: 0.0000000000, propagate_forward_time: 7.3312320709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5137372017
validation[          , genome  5118] predictions:    9677/  10000 (96.77%), best:    9716/10000 (97.16%), error:      1084.08496, best error:      1011.69519 on epoch:    40, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 107.0670318604s, input_fired_time: 0.8505346775, output_fired_time: 0.8562657237, propagate_forward_time: 40.2847023010, propagate_backward_time: 62.3766174316, weight_update_time: 0.1707810313, other_time: 2.6989135742
epoch time: 9.1295471191s, input_fired_time: 0.1163120195, output_fired_time: 0.0000000000, propagate_forward_time: 8.4962196350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5170154572
validation[          , genome  5118] predictions:    9689/  10000 (96.89%), best:    9716/10000 (97.16%), error:      1056.97278, best error:      1011.69519 on epoch:    40, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 108.2494506836s, input_fired_time: 0.8681662083, output_fired_time: 0.8628672361, propagate_forward_time: 40.7588539124, propagate_backward_time: 63.0012817383, weight_update_time: 0.1720802784, other_time: 2.7582855225
epoch time: 9.0926933289s, input_fired_time: 0.1134130880, output_fired_time: 0.0000000000, propagate_forward_time: 8.4781284332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011520386
validation[          , genome  5118] predictions:    9703/  10000 (97.03%), best:    9716/10000 (97.16%), error:      1094.74951, best error:      1011.69519 on epoch:    40, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 106.9299392700s, input_fired_time: 0.8565914631, output_fired_time: 0.8562269807, propagate_forward_time: 40.1724166870, propagate_backward_time: 62.2718696594, weight_update_time: 0.1705181152, other_time: 2.7728385925
epoch time: 7.8690047264s, input_fired_time: 0.1036705747, output_fired_time: 0.0000000000, propagate_forward_time: 7.2624325752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5029015541
validation[          , genome  5118] predictions:    9685/  10000 (96.85%), best:    9716/10000 (97.16%), error:      1067.23022, best error:      1011.69519 on epoch:    40, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 107.7213287354s, input_fired_time: 0.8663406968, output_fired_time: 0.8668607473, propagate_forward_time: 40.5371170044, propagate_backward_time: 62.6957664490, weight_update_time: 0.1717348993, other_time: 2.7552452087
epoch time: 8.7371406555s, input_fired_time: 0.1100223064, output_fired_time: 0.0000000000, propagate_forward_time: 8.1451807022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819374084
validation[          , genome  5118] predictions:    9688/  10000 (96.88%), best:    9716/10000 (97.16%), error:      1082.36047, best error:      1011.69519 on epoch:    40, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 107.5689239502s, input_fired_time: 0.8571333289, output_fired_time: 0.8596039414, propagate_forward_time: 40.4891395569, propagate_backward_time: 62.6293640137, weight_update_time: 0.1710175872, other_time: 2.7336883545
epoch time: 9.1811943054s, input_fired_time: 0.1186418980, output_fired_time: 0.0000000000, propagate_forward_time: 8.5448684692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5176839828
validation[          , genome  5118] predictions:    9682/  10000 (96.82%), best:    9716/10000 (97.16%), error:      1076.34253, best error:      1011.69519 on epoch:    40, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 108.5232086182s, input_fired_time: 0.8648164868, output_fired_time: 0.8610958457, propagate_forward_time: 40.9917907715, propagate_backward_time: 63.0516319275, weight_update_time: 0.1727275997, other_time: 2.7538719177
epoch time: 8.6962957382s, input_fired_time: 0.1085213274, output_fired_time: 0.0000000000, propagate_forward_time: 8.1030998230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4846744537
validation[          , genome  5118] predictions:    9685/  10000 (96.85%), best:    9716/10000 (97.16%), error:      1063.47021, best error:      1011.69519 on epoch:    40, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 107.6567611694s, input_fired_time: 0.8590324521, output_fired_time: 0.8578176498, propagate_forward_time: 40.6386108398, propagate_backward_time: 62.5435371399, weight_update_time: 0.1725936681, other_time: 2.7577629089
epoch time: 7.9943699837s, input_fired_time: 0.1100847870, output_fired_time: 0.0000000000, propagate_forward_time: 7.3658227921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184621811
validation[          , genome  5118] predictions:    9688/  10000 (96.88%), best:    9716/10000 (97.16%), error:      1051.98608, best error:      1011.69519 on epoch:    40, 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: 43.5837097168s, input_fired_time: 0.5303434134, output_fired_time: 0.0000000000, propagate_forward_time: 40.5261535645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5272140503
best training[          , genome  5118] predictions:   49174/  50000 (98.35%), best:    9716/10000 (97.16%), error:      3076.25903, best error:      1011.69519 on epoch:    40, 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: 8.7151708603s, input_fired_time: 0.1077129766, output_fired_time: 0.0000000000, propagate_forward_time: 8.1117134094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957447052
   testing[          , genome  5118] predictions:    9757/  10000 (97.57%), best:    9716/10000 (97.16%), error:       839.16675, best error:      1011.69519 on epoch:    40, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:40:50 (3496): called boinc_finish(0)

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