Nameexact_genome_1512568488_42_4795_0
Workunit2595232
Created7 Dec 2017, 11:54:06 UTC
Sent7 Dec 2017, 11:55:56 UTC
Report deadline11 Dec 2017, 21:37:06 UTC
Received7 Dec 2017, 21:41:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 29 min 1 sec
CPU time2 hours 28 min 2 sec
Validate stateValid
Credit1,100.90
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.43 MB
Peak swap size156.84 MB
Peak disk usage1.62 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1066059545, output_fired_time: 0.0000000000, propagate_forward_time: 6.1353392601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4893164635
validation[          , genome  4795] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:      1132.24976, best error:      1132.24976 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 80.8010406494s, input_fired_time: 0.8348929286, output_fired_time: 0.7637267113, propagate_forward_time: 30.6155567169, propagate_backward_time: 45.7960052490, weight_update_time: 0.1337854564, other_time: 2.7908630371
epoch time: 6.7942109108s, input_fired_time: 0.1015946567, output_fired_time: 0.0000000000, propagate_forward_time: 6.2084302902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4841861725
validation[          , genome  4795] predictions:    9566/  10000 (95.66%), best:    9698/10000 (96.98%), error:      1434.54846, best error:      1132.24976 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 80.9924087524s, input_fired_time: 0.8201608062, output_fired_time: 0.7654510736, propagate_forward_time: 30.6675796509, propagate_backward_time: 46.0062637329, weight_update_time: 0.1362494379, other_time: 2.7329559326
epoch time: 6.6955356598s, input_fired_time: 0.1003696397, output_fired_time: 0.0000000000, propagate_forward_time: 6.1206488609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4745173454
validation[          , genome  4795] predictions:    9665/  10000 (96.65%), best:    9698/10000 (96.98%), error:      1194.93115, best error:      1132.24976 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 80.6335296631s, input_fired_time: 0.8146176338, output_fired_time: 0.7618066072, propagate_forward_time: 30.5470371246, propagate_backward_time: 45.7883605957, weight_update_time: 0.1307766438, other_time: 2.7217025757
epoch time: 6.7534532547s, input_fired_time: 0.1033944413, output_fired_time: 0.0000000000, propagate_forward_time: 6.1777849197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722738266
validation[          , genome  4795] predictions:    9632/  10000 (96.32%), best:    9698/10000 (96.98%), error:      1228.26331, best error:      1132.24976 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 80.5910720825s, input_fired_time: 0.8248109818, output_fired_time: 0.7681437135, propagate_forward_time: 30.5402336121, propagate_backward_time: 45.7212219238, weight_update_time: 0.1329146624, other_time: 2.7366600037
epoch time: 6.7158131599s, input_fired_time: 0.1021277681, output_fired_time: 0.0000000000, propagate_forward_time: 6.1379017830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4757838249
validation[          , genome  4795] predictions:    9646/  10000 (96.46%), best:    9698/10000 (96.98%), error:      1242.45020, best error:      1132.24976 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 80.9510421753s, input_fired_time: 0.8373323083, output_fired_time: 0.7672950029, propagate_forward_time: 30.6619205475, propagate_backward_time: 45.9347877502, weight_update_time: 0.1318724006, other_time: 2.7497062683
epoch time: 6.7877173424s, input_fired_time: 0.1029295698, output_fired_time: 0.0000000000, propagate_forward_time: 6.2043881416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4803996086
validation[          , genome  4795] predictions:    9654/  10000 (96.54%), best:    9698/10000 (96.98%), error:      1192.70947, best error:      1132.24976 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 80.3154220581s, input_fired_time: 0.8207830787, output_fired_time: 0.7701964974, propagate_forward_time: 30.4367237091, propagate_backward_time: 45.5459022522, weight_update_time: 0.1325283498, other_time: 2.7418174744
epoch time: 6.7845067978s, input_fired_time: 0.1021066681, output_fired_time: 0.0000000000, propagate_forward_time: 6.2010502815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4813499451
validation[          , genome  4795] predictions:    9590/  10000 (95.90%), best:    9698/10000 (96.98%), error:      1396.16565, best error:      1132.24976 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 80.5442276001s, input_fired_time: 0.8177631497, output_fired_time: 0.7591183186, propagate_forward_time: 30.5579948425, propagate_backward_time: 45.6712722778, weight_update_time: 0.1320184171, other_time: 2.7380790710
epoch time: 6.5105848312s, input_fired_time: 0.1001511440, output_fired_time: 0.0000000000, propagate_forward_time: 5.9406504631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697833061
validation[          , genome  4795] predictions:    9641/  10000 (96.41%), best:    9698/10000 (96.98%), error:      1186.34412, best error:      1132.24976 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 82.0936355591s, input_fired_time: 0.8213776350, output_fired_time: 0.7734926343, propagate_forward_time: 31.1322154999, propagate_backward_time: 46.5473060608, weight_update_time: 0.1310388446, other_time: 2.8192405701
epoch time: 6.9657440186s, input_fired_time: 0.1013774499, output_fired_time: 0.0000000000, propagate_forward_time: 6.3729519844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4914145470
validation[          , genome  4795] predictions:    9627/  10000 (96.27%), best:    9698/10000 (96.98%), error:      1259.03381, best error:      1132.24976 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 81.1114501953s, input_fired_time: 0.8204060793, output_fired_time: 0.7729910016, propagate_forward_time: 30.7412223816, propagate_backward_time: 46.0548820496, weight_update_time: 0.1332077533, other_time: 2.7219543457
epoch time: 6.5715789795s, input_fired_time: 0.1005436555, output_fired_time: 0.0000000000, propagate_forward_time: 5.9947533607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762821198
validation[          , genome  4795] predictions:    9648/  10000 (96.48%), best:    9698/10000 (96.98%), error:      1175.26343, best error:      1132.24976 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 80.8666458130s, input_fired_time: 0.8287729621, output_fired_time: 0.7630562782, propagate_forward_time: 30.7175006866, propagate_backward_time: 45.8346443176, weight_update_time: 0.1318067610, other_time: 2.7226753235
epoch time: 6.6677932739s, input_fired_time: 0.1017917469, output_fired_time: 0.0000000000, propagate_forward_time: 6.0853414536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806599617
validation[          , genome  4795] predictions:    9673/  10000 (96.73%), best:    9698/10000 (96.98%), error:      1150.60913, best error:      1132.24976 on epoch:    14, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 80.1463317871s, input_fired_time: 0.8165665269, output_fired_time: 0.7750486135, propagate_forward_time: 30.3945388794, propagate_backward_time: 45.4524612427, weight_update_time: 0.1306200325, other_time: 2.7077178955
epoch time: 6.7137799263s, input_fired_time: 0.1029567569, output_fired_time: 0.0000000000, propagate_forward_time: 6.1417903900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690327644
validation[          , genome  4795] predictions:    9634/  10000 (96.34%), best:    9698/10000 (96.98%), error:      1258.23950, best error:      1132.24976 on epoch:    14, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 80.1142272949s, input_fired_time: 0.8207736015, output_fired_time: 0.7551860809, propagate_forward_time: 30.3643302917, propagate_backward_time: 45.4086494446, weight_update_time: 0.1332558095, other_time: 2.7652893066
epoch time: 6.6403288841s, input_fired_time: 0.1009766459, output_fired_time: 0.0000000000, propagate_forward_time: 6.0681948662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711575508
validation[          , genome  4795] predictions:    9652/  10000 (96.52%), best:    9698/10000 (96.98%), error:      1193.08948, best error:      1132.24976 on epoch:    14, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 80.7221221924s, input_fired_time: 0.8478125930, output_fired_time: 0.7625049353, propagate_forward_time: 30.6809997559, propagate_backward_time: 45.7303199768, weight_update_time: 0.1315842271, other_time: 2.7004890442
epoch time: 6.6624622345s, input_fired_time: 0.1034021527, output_fired_time: 0.0000000000, propagate_forward_time: 6.0770564079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4820036888
validation[          , genome  4795] predictions:    9657/  10000 (96.57%), best:    9698/10000 (96.98%), error:      1171.12451, best error:      1132.24976 on epoch:    14, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 80.6033248901s, input_fired_time: 0.8151345253, output_fired_time: 0.7619224787, propagate_forward_time: 30.5333538055, propagate_backward_time: 45.7576599121, weight_update_time: 0.1311264932, other_time: 2.7352523804
epoch time: 6.7361474037s, input_fired_time: 0.1016115397, output_fired_time: 0.0000000000, propagate_forward_time: 6.1484198570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861159325
validation[          , genome  4795] predictions:    9637/  10000 (96.37%), best:    9698/10000 (96.98%), error:      1220.00806, best error:      1132.24976 on epoch:    14, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 80.3749160767s, input_fired_time: 0.8342087865, output_fired_time: 0.7604115605, propagate_forward_time: 30.4064941406, propagate_backward_time: 45.5661659241, weight_update_time: 0.1324060410, other_time: 2.8076362610
epoch time: 6.6877489090s, input_fired_time: 0.1030866504, output_fired_time: 0.0000000000, propagate_forward_time: 6.1142563820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704060555
validation[          , genome  4795] predictions:    9636/  10000 (96.36%), best:    9698/10000 (96.98%), error:      1201.27954, best error:      1132.24976 on epoch:    14, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 80.4353179932s, input_fired_time: 0.8264585733, output_fired_time: 0.7705624104, propagate_forward_time: 30.4750556946, propagate_backward_time: 45.6371421814, weight_update_time: 0.1309791058, other_time: 2.7260971069
epoch time: 6.7252521515s, input_fired_time: 0.1026856303, output_fired_time: 0.0000000000, propagate_forward_time: 6.1513814926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711852074
validation[          , genome  4795] predictions:    9665/  10000 (96.65%), best:    9665/10000 (96.65%), error:      1119.28772, best error:      1119.28772 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 80.2358627319s, input_fired_time: 0.8050291538, output_fired_time: 0.7518173456, propagate_forward_time: 30.4277458191, propagate_backward_time: 45.5918426514, weight_update_time: 0.1295782030, other_time: 2.6594276428
epoch time: 6.6758966446s, input_fired_time: 0.1006749496, output_fired_time: 0.0000000000, propagate_forward_time: 6.0984535217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4767680168
validation[          , genome  4795] predictions:    9648/  10000 (96.48%), best:    9665/10000 (96.65%), error:      1161.89661, best error:      1119.28772 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 80.2494735718s, input_fired_time: 0.8246396184, output_fired_time: 0.7558433414, propagate_forward_time: 30.3936424255, propagate_backward_time: 45.5140953064, weight_update_time: 0.1323168725, other_time: 2.7612533569
epoch time: 6.7482857704s, input_fired_time: 0.1021514311, output_fired_time: 0.0000000000, propagate_forward_time: 6.1616821289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844522476
validation[          , genome  4795] predictions:    9681/  10000 (96.81%), best:    9681/10000 (96.81%), error:      1078.77124, best error:      1078.77124 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 80.1811828613s, input_fired_time: 0.8329253793, output_fired_time: 0.7533984184, propagate_forward_time: 30.4203357697, propagate_backward_time: 45.4386558533, weight_update_time: 0.1314134449, other_time: 2.7358741760
epoch time: 6.6401729584s, input_fired_time: 0.1023271680, output_fired_time: 0.0000000000, propagate_forward_time: 6.0711231232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667224884
validation[          , genome  4795] predictions:    9629/  10000 (96.29%), best:    9681/10000 (96.81%), error:      1246.90625, best error:      1078.77124 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 80.6505279541s, input_fired_time: 0.8243413568, output_fired_time: 0.7596231699, propagate_forward_time: 30.5642642975, propagate_backward_time: 45.7530708313, weight_update_time: 0.1312147975, other_time: 2.7492332458
epoch time: 6.6589307785s, input_fired_time: 0.0994897485, output_fired_time: 0.0000000000, propagate_forward_time: 6.0849952698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744458199
validation[          , genome  4795] predictions:    9684/  10000 (96.84%), best:    9681/10000 (96.81%), error:      1087.93970, best error:      1078.77124 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 80.9742279053s, input_fired_time: 0.8377954364, output_fired_time: 0.7703048587, propagate_forward_time: 30.6371726990, propagate_backward_time: 45.9534263611, weight_update_time: 0.1369791925, other_time: 2.7755279541
epoch time: 6.7423853874s, input_fired_time: 0.1028235331, output_fired_time: 0.0000000000, propagate_forward_time: 6.1587791443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4807825089
validation[          , genome  4795] predictions:    9371/  10000 (93.71%), best:    9681/10000 (96.81%), error:      1980.02600, best error:      1078.77124 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 81.6989135742s, input_fired_time: 0.8457405567, output_fired_time: 0.7749411464, propagate_forward_time: 30.9729022980, propagate_backward_time: 46.3190383911, weight_update_time: 0.1315528750, other_time: 2.7862930298
epoch time: 6.6804203987s, input_fired_time: 0.1036549509, output_fired_time: 0.0000000000, propagate_forward_time: 6.0948300362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819355011
validation[          , genome  4795] predictions:    9594/  10000 (95.94%), best:    9681/10000 (96.81%), error:      1272.24243, best error:      1078.77124 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 80.0085678101s, input_fired_time: 0.8216737509, output_fired_time: 0.7571333051, propagate_forward_time: 30.3065204620, propagate_backward_time: 45.3573913574, weight_update_time: 0.1320886612, other_time: 2.7658538818
epoch time: 6.6424846649s, input_fired_time: 0.1027635485, output_fired_time: 0.0000000000, propagate_forward_time: 6.0619120598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4778089523
validation[          , genome  4795] predictions:    9701/  10000 (97.01%), best:    9681/10000 (96.81%), error:      1095.92993, best error:      1078.77124 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 80.3047485352s, input_fired_time: 0.8202073574, output_fired_time: 0.7701313496, propagate_forward_time: 30.3662548065, propagate_backward_time: 45.5639381409, weight_update_time: 0.1321862638, other_time: 2.7842140198
epoch time: 6.4714765549s, input_fired_time: 0.1001465395, output_fired_time: 0.0000000000, propagate_forward_time: 5.9014649391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698648453
validation[          , genome  4795] predictions:    9670/  10000 (96.70%), best:    9681/10000 (96.81%), error:      1186.84912, best error:      1078.77124 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 81.1641693115s, input_fired_time: 0.8215844035, output_fired_time: 0.7812571526, propagate_forward_time: 30.7338256836, propagate_backward_time: 46.1164741516, weight_update_time: 0.1318461150, other_time: 2.7110252380
epoch time: 6.7347006798s, input_fired_time: 0.1022427455, output_fired_time: 0.0000000000, propagate_forward_time: 6.1448311806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4876265526
validation[          , genome  4795] predictions:    9662/  10000 (96.62%), best:    9681/10000 (96.81%), error:      1130.78528, best error:      1078.77124 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 80.0712432861s, input_fired_time: 0.8353499770, output_fired_time: 0.7635180354, propagate_forward_time: 30.3310928345, propagate_backward_time: 45.4114990234, weight_update_time: 0.1315788478, other_time: 2.7297821045
epoch time: 6.7246150970s, input_fired_time: 0.0998395309, output_fired_time: 0.0000000000, propagate_forward_time: 6.1449275017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4798479080
validation[          , genome  4795] predictions:    9671/  10000 (96.71%), best:    9681/10000 (96.81%), error:      1093.20166, best error:      1078.77124 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 80.7278442383s, input_fired_time: 0.8202926517, output_fired_time: 0.7550544739, propagate_forward_time: 30.6131401062, propagate_backward_time: 45.8158531189, weight_update_time: 0.1349667013, other_time: 2.7235031128
epoch time: 6.7340559959s, input_fired_time: 0.1013848335, output_fired_time: 0.0000000000, propagate_forward_time: 6.1536021233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790692329
validation[          , genome  4795] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1071.08228, best error:      1071.08228 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 80.6246414185s, input_fired_time: 0.8263292313, output_fired_time: 0.7718823552, propagate_forward_time: 30.5726757050, propagate_backward_time: 45.6659240723, weight_update_time: 0.1328985691, other_time: 2.7878265381
epoch time: 6.7771329880s, input_fired_time: 0.1021891385, output_fired_time: 0.0000000000, propagate_forward_time: 6.1809244156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940195084
validation[          , genome  4795] predictions:    9683/  10000 (96.83%), best:    9699/10000 (96.99%), error:      1090.54297, best error:      1071.08228 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 80.4544372559s, input_fired_time: 0.8172767162, output_fired_time: 0.7702042460, propagate_forward_time: 30.4746665955, propagate_backward_time: 45.6364021301, weight_update_time: 0.1389297992, other_time: 2.7558898926
epoch time: 6.5728497505s, input_fired_time: 0.1001693755, output_fired_time: 0.0000000000, propagate_forward_time: 6.0082492828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644312859
validation[          , genome  4795] predictions:    9660/  10000 (96.60%), best:    9699/10000 (96.99%), error:      1176.29749, best error:      1071.08228 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 81.3850250244s, input_fired_time: 0.8291683197, output_fired_time: 0.7702886462, propagate_forward_time: 30.9150218964, propagate_backward_time: 46.1271743774, weight_update_time: 0.1318190396, other_time: 2.7433700562
epoch time: 6.5531868935s, input_fired_time: 0.0993048474, output_fired_time: 0.0000000000, propagate_forward_time: 5.9833593369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4705228806
validation[          , genome  4795] predictions:    9668/  10000 (96.68%), best:    9699/10000 (96.99%), error:      1113.66040, best error:      1071.08228 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 80.5679626465s, input_fired_time: 0.8323249817, output_fired_time: 0.7769485116, propagate_forward_time: 30.4878273010, propagate_backward_time: 45.6814422607, weight_update_time: 0.1411692351, other_time: 2.7894248962
epoch time: 6.7372360229s, input_fired_time: 0.1000404581, output_fired_time: 0.0000000000, propagate_forward_time: 6.1667819023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704136848
validation[          , genome  4795] predictions:    9682/  10000 (96.82%), best:    9699/10000 (96.99%), error:      1099.69800, best error:      1071.08228 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 80.1439208984s, input_fired_time: 0.8197228909, output_fired_time: 0.7590671182, propagate_forward_time: 30.3714313507, propagate_backward_time: 45.4560012817, weight_update_time: 0.1323946565, other_time: 2.7377014160
epoch time: 6.7160501480s, input_fired_time: 0.1012691557, output_fired_time: 0.0000000000, propagate_forward_time: 6.1273570061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4874238968
validation[          , genome  4795] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:      1027.62695, best error:      1027.62695 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 80.1189117432s, input_fired_time: 0.8279715776, output_fired_time: 0.7573198676, propagate_forward_time: 30.3280849457, propagate_backward_time: 45.4344215393, weight_update_time: 0.1326501518, other_time: 2.7711143494
epoch time: 6.5652217865s, input_fired_time: 0.1022923589, output_fired_time: 0.0000000000, propagate_forward_time: 5.9979529381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649763107
validation[          , genome  4795] predictions:    9660/  10000 (96.60%), best:    9703/10000 (97.03%), error:      1121.90332, best error:      1027.62695 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 80.4472427368s, input_fired_time: 0.8302196860, output_fired_time: 0.7708230019, propagate_forward_time: 30.4955673218, propagate_backward_time: 45.6252708435, weight_update_time: 0.1324909478, other_time: 2.7253608704
epoch time: 6.5432724953s, input_fired_time: 0.1039516479, output_fired_time: 0.0000000000, propagate_forward_time: 5.9664211273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4728999138
validation[          , genome  4795] predictions:    9660/  10000 (96.60%), best:    9703/10000 (97.03%), error:      1164.07312, best error:      1027.62695 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 82.2262115479s, input_fired_time: 0.8334690928, output_fired_time: 0.7774633169, propagate_forward_time: 31.1487922668, propagate_backward_time: 46.6859436035, weight_update_time: 0.1326198876, other_time: 2.7805442810
epoch time: 6.8377079964s, input_fired_time: 0.1026294380, output_fired_time: 0.0000000000, propagate_forward_time: 6.2582435608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4768347740
validation[          , genome  4795] predictions:    9704/  10000 (97.04%), best:    9703/10000 (97.03%), error:      1072.18884, best error:      1027.62695 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 80.9148559570s, input_fired_time: 0.8224313855, output_fired_time: 0.7671182156, propagate_forward_time: 30.6616039276, propagate_backward_time: 45.8886680603, weight_update_time: 0.1359215081, other_time: 2.7750282288
epoch time: 6.6134953499s, input_fired_time: 0.1016448364, output_fired_time: 0.0000000000, propagate_forward_time: 6.0359144211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4759359360
validation[          , genome  4795] predictions:    9641/  10000 (96.41%), best:    9703/10000 (97.03%), error:      1238.63391, best error:      1027.62695 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 80.8570709229s, input_fired_time: 0.8336461782, output_fired_time: 0.7818804979, propagate_forward_time: 30.6102027893, propagate_backward_time: 45.9421081543, weight_update_time: 0.1298764348, other_time: 2.6892280579
epoch time: 6.7039113045s, input_fired_time: 0.1011017486, output_fired_time: 0.0000000000, propagate_forward_time: 6.1147837639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880256653
validation[          , genome  4795] predictions:    9708/  10000 (97.08%), best:    9703/10000 (97.03%), error:      1042.98059, best error:      1027.62695 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 80.0976486206s, input_fired_time: 0.8290644288, output_fired_time: 0.7611346245, propagate_forward_time: 30.3528785706, propagate_backward_time: 45.4419517517, weight_update_time: 0.1320185661, other_time: 2.7126235962
epoch time: 6.7016777992s, input_fired_time: 0.1005187184, output_fired_time: 0.0000000000, propagate_forward_time: 6.1336460114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4675130844
validation[          , genome  4795] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:      1013.54523, best error:      1013.54523 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 80.6049270630s, input_fired_time: 0.8306272626, output_fired_time: 0.7767070532, propagate_forward_time: 30.6083030701, propagate_backward_time: 45.6459159851, weight_update_time: 0.1319786906, other_time: 2.7433700562
epoch time: 6.6596722603s, input_fired_time: 0.1002405360, output_fired_time: 0.0000000000, propagate_forward_time: 6.0935487747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4658827782
validation[          , genome  4795] predictions:    9668/  10000 (96.68%), best:    9704/10000 (97.04%), error:      1203.05847, best error:      1013.54523 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 79.9587554932s, input_fired_time: 0.8210150599, output_fired_time: 0.7579059005, propagate_forward_time: 30.2605648041, propagate_backward_time: 45.3420028687, weight_update_time: 0.1344320774, other_time: 2.7772674561
epoch time: 6.6923074722s, input_fired_time: 0.1027209312, output_fired_time: 0.0000000000, propagate_forward_time: 6.1049895287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4845972061
validation[          , genome  4795] predictions:    9691/  10000 (96.91%), best:    9704/10000 (97.04%), error:      1057.62317, best error:      1013.54523 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 80.2126312256s, input_fired_time: 0.8263677955, output_fired_time: 0.7564915419, propagate_forward_time: 30.4205722809, propagate_backward_time: 45.4616050720, weight_update_time: 0.1312907040, other_time: 2.7475929260
epoch time: 6.7425894737s, input_fired_time: 0.1063532680, output_fired_time: 0.0000000000, propagate_forward_time: 6.1462597847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4899764061
validation[          , genome  4795] predictions:    9678/  10000 (96.78%), best:    9704/10000 (97.04%), error:      1092.64636, best error:      1013.54523 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 81.6835403442s, input_fired_time: 0.8426884413, output_fired_time: 0.7672356367, propagate_forward_time: 30.9276275635, propagate_backward_time: 46.2958297729, weight_update_time: 0.1363963038, other_time: 2.8501586914
epoch time: 6.6499419212s, input_fired_time: 0.1019485444, output_fired_time: 0.0000000000, propagate_forward_time: 6.0673861504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806070328
validation[          , genome  4795] predictions:    9695/  10000 (96.95%), best:    9704/10000 (97.04%), error:      1085.16211, best error:      1013.54523 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 80.3119964600s, input_fired_time: 0.8247119188, output_fired_time: 0.7602604032, propagate_forward_time: 30.4395771027, propagate_backward_time: 45.5459060669, weight_update_time: 0.1322764754, other_time: 2.7415390015
epoch time: 6.6934909821s, input_fired_time: 0.0992921293, output_fired_time: 0.0000000000, propagate_forward_time: 6.1156225204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4785761833
validation[          , genome  4795] predictions:    9684/  10000 (96.84%), best:    9704/10000 (97.04%), error:      1114.50354, best error:      1013.54523 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 80.6782913208s, input_fired_time: 0.8263309002, output_fired_time: 0.7706496716, propagate_forward_time: 30.5529460907, propagate_backward_time: 45.7247772217, weight_update_time: 0.1429717392, other_time: 2.8035812378
epoch time: 6.7029905319s, input_fired_time: 0.1029991433, output_fired_time: 0.0000000000, propagate_forward_time: 6.1288423538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711489677
validation[          , genome  4795] predictions:    9684/  10000 (96.84%), best:    9704/10000 (97.04%), error:      1082.02344, best error:      1013.54523 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 80.5593643188s, input_fired_time: 0.8308224678, output_fired_time: 0.7699454427, propagate_forward_time: 30.5026893616, propagate_backward_time: 45.6690597534, weight_update_time: 0.1319807768, other_time: 2.7868461609
epoch time: 6.7253642082s, input_fired_time: 0.1036855504, output_fired_time: 0.0000000000, propagate_forward_time: 6.1504621506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712166786
validation[          , genome  4795] predictions:    9635/  10000 (96.35%), best:    9704/10000 (97.04%), error:      1232.83179, best error:      1013.54523 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 80.9466552734s, input_fired_time: 0.8256985545, output_fired_time: 0.7688385844, propagate_forward_time: 30.7144050598, propagate_backward_time: 45.9500732422, weight_update_time: 0.1297678947, other_time: 2.6876411438
epoch time: 6.5880942345s, input_fired_time: 0.1013660505, output_fired_time: 0.0000000000, propagate_forward_time: 6.0230283737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636998177
validation[          , genome  4795] predictions:    9614/  10000 (96.14%), best:    9704/10000 (97.04%), error:      1239.87256, best error:      1013.54523 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 80.6669158936s, input_fired_time: 0.8181056380, output_fired_time: 0.7567817569, propagate_forward_time: 30.5445213318, propagate_backward_time: 45.8724479675, weight_update_time: 0.1348764598, other_time: 2.6750564575
epoch time: 6.7030992508s, input_fired_time: 0.1031740606, output_fired_time: 0.0000000000, propagate_forward_time: 6.1266665459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4732584953
validation[          , genome  4795] predictions:    9670/  10000 (96.70%), best:    9704/10000 (97.04%), error:      1123.82263, best error:      1013.54523 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 80.9782943726s, input_fired_time: 0.8119615912, output_fired_time: 0.7720385194, propagate_forward_time: 30.7826309204, propagate_backward_time: 45.9426307678, weight_update_time: 0.1308595091, other_time: 2.6690330505
epoch time: 6.7862792015s, input_fired_time: 0.1168437675, output_fired_time: 0.0000000000, propagate_forward_time: 6.1941514015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4752840996
validation[          , genome  4795] predictions:    9648/  10000 (96.48%), best:    9704/10000 (97.04%), error:      1205.93140, best error:      1013.54523 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 82.9307785034s, input_fired_time: 0.8168087006, output_fired_time: 0.7842543721, propagate_forward_time: 31.3097686768, propagate_backward_time: 47.2101402283, weight_update_time: 0.1306164861, other_time: 2.8098030090
epoch time: 6.7366876602s, input_fired_time: 0.1019066274, output_fired_time: 0.0000000000, propagate_forward_time: 6.1607489586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4740319252
validation[          , genome  4795] predictions:    9691/  10000 (96.91%), best:    9704/10000 (97.04%), error:      1084.63525, best error:      1013.54523 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 80.9995346069s, input_fired_time: 0.8139401674, output_fired_time: 0.7724372149, propagate_forward_time: 30.6710605621, propagate_backward_time: 46.0549964905, weight_update_time: 0.1373390406, other_time: 2.6870994568
epoch time: 6.7405257225s, input_fired_time: 0.1021617427, output_fired_time: 0.0000000000, propagate_forward_time: 6.1496582031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4887056351
validation[          , genome  4795] predictions:    9656/  10000 (96.56%), best:    9704/10000 (97.04%), error:      1181.92212, best error:      1013.54523 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 80.6707458496s, input_fired_time: 0.8196461797, output_fired_time: 0.7625662684, propagate_forward_time: 30.5903415680, propagate_backward_time: 45.8232879639, weight_update_time: 0.1399273276, other_time: 2.6749038696
epoch time: 6.6457314491s, input_fired_time: 0.1006517485, output_fired_time: 0.0000000000, propagate_forward_time: 6.0743341446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707455635
validation[          , genome  4795] predictions:    9711/  10000 (97.11%), best:    9704/10000 (97.04%), error:      1014.31537, best error:      1013.54523 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 80.8073425293s, input_fired_time: 0.8213365078, output_fired_time: 0.7748773694, propagate_forward_time: 30.6584110260, propagate_backward_time: 45.8723602295, weight_update_time: 0.1303477883, other_time: 2.6803588867
epoch time: 6.6195683479s, input_fired_time: 0.0995854363, output_fired_time: 0.0000000000, propagate_forward_time: 6.0385303497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814524651
validation[          , genome  4795] predictions:    9680/  10000 (96.80%), best:    9704/10000 (97.04%), error:      1098.88062, best error:      1013.54523 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 80.8191223145s, input_fired_time: 0.8374897242, output_fired_time: 0.7774076462, propagate_forward_time: 30.6113872528, propagate_backward_time: 45.8137283325, weight_update_time: 0.1428430676, other_time: 2.7791137695
epoch time: 6.5529246330s, input_fired_time: 0.1013621390, output_fired_time: 0.0000000000, propagate_forward_time: 5.9897532463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618091583
validation[          , genome  4795] predictions:    9621/  10000 (96.21%), best:    9704/10000 (97.04%), error:      1260.96448, best error:      1013.54523 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 81.7853927612s, input_fired_time: 0.8268225193, output_fired_time: 0.7764871716, propagate_forward_time: 30.9948253632, propagate_backward_time: 46.4023017883, weight_update_time: 0.1315217018, other_time: 2.7849540710
epoch time: 6.6390352249s, input_fired_time: 0.1007571444, output_fired_time: 0.0000000000, propagate_forward_time: 6.0504302979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4878478050
validation[          , genome  4795] predictions:    9691/  10000 (96.91%), best:    9704/10000 (97.04%), error:      1056.61719, best error:      1013.54523 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 80.7774581909s, input_fired_time: 0.8178372979, output_fired_time: 0.7633859515, propagate_forward_time: 30.5684108734, propagate_backward_time: 45.8603858948, weight_update_time: 0.1312883198, other_time: 2.7674293518
epoch time: 6.9169273376s, input_fired_time: 0.1079325452, output_fired_time: 0.0000000000, propagate_forward_time: 6.3255562782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834384918
validation[          , genome  4795] predictions:    9639/  10000 (96.39%), best:    9704/10000 (97.04%), error:      1188.24402, best error:      1013.54523 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 80.6761856079s, input_fired_time: 0.8197625875, output_fired_time: 0.7774516940, propagate_forward_time: 30.5772113800, propagate_backward_time: 45.7174987793, weight_update_time: 0.1397687793, other_time: 2.7842636108
epoch time: 6.7493205070s, input_fired_time: 0.1030103639, output_fired_time: 0.0000000000, propagate_forward_time: 6.1610255241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4852848053
validation[          , genome  4795] predictions:    9698/  10000 (96.98%), best:    9704/10000 (97.04%), error:      1038.59644, best error:      1013.54523 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 80.6909103394s, input_fired_time: 0.8259212971, output_fired_time: 0.7652701735, propagate_forward_time: 30.6259174347, propagate_backward_time: 45.7602348328, weight_update_time: 0.1311372519, other_time: 2.7135734558
epoch time: 6.6539993286s, input_fired_time: 0.1038333699, output_fired_time: 0.0000000000, propagate_forward_time: 6.0781655312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4720005989
validation[          , genome  4795] predictions:    9697/  10000 (96.97%), best:    9704/10000 (97.04%), error:      1046.30103, best error:      1013.54523 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 81.0746307373s, input_fired_time: 0.8317571282, output_fired_time: 0.7726901770, propagate_forward_time: 30.7286186218, propagate_backward_time: 46.0134544373, weight_update_time: 0.1330298781, other_time: 2.7281112671
epoch time: 6.6336288452s, input_fired_time: 0.1015209407, output_fired_time: 0.0000000000, propagate_forward_time: 6.0607180595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713897705
validation[          , genome  4795] predictions:    9607/  10000 (96.07%), best:    9704/10000 (97.04%), error:      1287.69055, best error:      1013.54523 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 80.4494705200s, input_fired_time: 0.8226497173, output_fired_time: 0.7731297016, propagate_forward_time: 30.5016136169, propagate_backward_time: 45.6337203979, weight_update_time: 0.1319003701, other_time: 2.7183570862
epoch time: 6.7761821747s, input_fired_time: 0.1041684672, output_fired_time: 0.0000000000, propagate_forward_time: 6.1965250969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4754886627
validation[          , genome  4795] predictions:    9649/  10000 (96.49%), best:    9704/10000 (97.04%), error:      1174.61804, best error:      1013.54523 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 80.0360031128s, input_fired_time: 0.8247031569, output_fired_time: 0.7567554712, propagate_forward_time: 30.3203468323, propagate_backward_time: 45.3533973694, weight_update_time: 0.1320463270, other_time: 2.7808074951
epoch time: 6.6326384544s, input_fired_time: 0.1035790592, output_fired_time: 0.0000000000, propagate_forward_time: 6.0584244728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4706349373
validation[          , genome  4795] predictions:    9691/  10000 (96.91%), best:    9704/10000 (97.04%), error:      1054.44250, best error:      1013.54523 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 80.2994918823s, input_fired_time: 0.8316968083, output_fired_time: 0.7619131804, propagate_forward_time: 30.4754333496, propagate_backward_time: 45.4714508057, weight_update_time: 0.1311670989, other_time: 2.7590026855
epoch time: 6.8069419861s, input_fired_time: 0.1083067209, output_fired_time: 0.0000000000, propagate_forward_time: 6.2162070274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4824280739
validation[          , genome  4795] predictions:    9709/  10000 (97.09%), best:    9704/10000 (97.04%), error:      1034.66199, best error:      1013.54523 on epoch:    52, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 81.8842086792s, input_fired_time: 0.8647851348, output_fired_time: 0.7803950310, propagate_forward_time: 31.0144290924, propagate_backward_time: 46.4838142395, weight_update_time: 0.1403422952, other_time: 2.7407875061
epoch time: 6.7843208313s, input_fired_time: 0.1066733748, output_fired_time: 0.0000000000, propagate_forward_time: 6.1921954155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4854521751
validation[          , genome  4795] predictions:    9681/  10000 (96.81%), best:    9704/10000 (97.04%), error:      1073.18530, best error:      1013.54523 on epoch:    52, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 81.6286315918s, input_fired_time: 0.8217298985, output_fired_time: 0.7824054956, propagate_forward_time: 30.9019794464, propagate_backward_time: 46.3823165894, weight_update_time: 0.1364694685, other_time: 2.7402038574
epoch time: 6.6879439354s, input_fired_time: 0.1030168608, output_fired_time: 0.0000000000, propagate_forward_time: 6.1014447212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834823608
validation[          , genome  4795] predictions:    9651/  10000 (96.51%), best:    9704/10000 (97.04%), error:      1156.02209, best error:      1013.54523 on epoch:    52, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 80.6735305786s, input_fired_time: 0.8265925646, output_fired_time: 0.7662026286, propagate_forward_time: 30.5209274292, propagate_backward_time: 45.8272933960, weight_update_time: 0.1347754598, other_time: 2.7325134277
epoch time: 6.7943754196s, input_fired_time: 0.1050628498, output_fired_time: 0.0000000000, propagate_forward_time: 6.1825075150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068049431
validation[          , genome  4795] predictions:    9713/  10000 (97.13%), best:    9704/10000 (97.04%), error:      1033.87708, best error:      1013.54523 on epoch:    52, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 81.0517196655s, input_fired_time: 0.8382539749, output_fired_time: 0.7724022269, propagate_forward_time: 30.7427940369, propagate_backward_time: 45.9421653748, weight_update_time: 0.1309293360, other_time: 2.7561035156
epoch time: 6.7167372704s, input_fired_time: 0.1035625488, output_fired_time: 0.0000000000, propagate_forward_time: 6.1401767731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4729981422
validation[          , genome  4795] predictions:    9586/  10000 (95.86%), best:    9704/10000 (97.04%), error:      1391.00244, best error:      1013.54523 on epoch:    52, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 80.9184112549s, input_fired_time: 0.8493356109, output_fired_time: 0.7683857083, propagate_forward_time: 30.6609001160, propagate_backward_time: 45.8856506348, weight_update_time: 0.1317861825, other_time: 2.7541389465
epoch time: 6.6742649078s, input_fired_time: 0.1041862369, output_fired_time: 0.0000000000, propagate_forward_time: 6.0886650085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814138412
validation[          , genome  4795] predictions:    9691/  10000 (96.91%), best:    9704/10000 (97.04%), error:      1087.34692, best error:      1013.54523 on epoch:    52, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 79.9420394897s, input_fired_time: 0.8349458575, output_fired_time: 0.7606282830, propagate_forward_time: 30.2869586945, propagate_backward_time: 45.3006210327, weight_update_time: 0.1320811212, other_time: 2.7588882446
epoch time: 6.7663025856s, input_fired_time: 0.1050435379, output_fired_time: 0.0000000000, propagate_forward_time: 6.1929454803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683136940
validation[          , genome  4795] predictions:    9712/  10000 (97.12%), best:    9704/10000 (97.04%), error:      1015.91791, best error:      1013.54523 on epoch:    52, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 80.3708038330s, input_fired_time: 0.8247680068, output_fired_time: 0.7646586299, propagate_forward_time: 30.4707603455, propagate_backward_time: 45.5657157898, weight_update_time: 0.1323174387, other_time: 2.7449035645
epoch time: 6.7722382545s, input_fired_time: 0.1014921293, output_fired_time: 0.0000000000, propagate_forward_time: 6.1972517967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4734945297
validation[          , genome  4795] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:      1006.21991, best error:      1006.21991 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 81.5599365234s, input_fired_time: 0.8321141601, output_fired_time: 0.7903805375, propagate_forward_time: 30.8226547241, propagate_backward_time: 46.3480644226, weight_update_time: 0.1304164231, other_time: 2.7667198181
epoch time: 6.6357178688s, input_fired_time: 0.1022488624, output_fired_time: 0.0000000000, propagate_forward_time: 6.0525879860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4808812141
validation[          , genome  4795] predictions:    9706/  10000 (97.06%), best:    9709/10000 (97.09%), error:      1058.16443, best error:      1006.21991 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 80.2417831421s, input_fired_time: 0.8208664060, output_fired_time: 0.7628529668, propagate_forward_time: 30.3919143677, propagate_backward_time: 45.5431900024, weight_update_time: 0.1307909191, other_time: 2.7229537964
epoch time: 6.7470140457s, input_fired_time: 0.1076544523, output_fired_time: 0.0000000000, propagate_forward_time: 6.1606578827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4787015915
validation[          , genome  4795] predictions:    9691/  10000 (96.91%), best:    9709/10000 (97.09%), error:      1036.24304, best error:      1006.21991 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 80.8766021729s, input_fired_time: 0.8296059966, output_fired_time: 0.7818868160, propagate_forward_time: 30.6573181152, propagate_backward_time: 45.9021072388, weight_update_time: 0.1344536841, other_time: 2.7056884766
epoch time: 6.7864556313s, input_fired_time: 0.1017695367, output_fired_time: 0.0000000000, propagate_forward_time: 6.2142477036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704384804
validation[          , genome  4795] predictions:    9697/  10000 (96.97%), best:    9709/10000 (97.09%), error:      1061.00940, best error:      1006.21991 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 80.6123352051s, input_fired_time: 0.8239526153, output_fired_time: 0.7690258622, propagate_forward_time: 30.5689926147, propagate_backward_time: 45.7268714905, weight_update_time: 0.1319549829, other_time: 2.7234916687
epoch time: 6.7830181122s, input_fired_time: 0.1082948595, output_fired_time: 0.0000000000, propagate_forward_time: 6.2005267143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4741964340
validation[          , genome  4795] predictions:    9662/  10000 (96.62%), best:    9709/10000 (97.09%), error:      1135.88770, best error:      1006.21991 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 80.3956451416s, input_fired_time: 0.8322050571, output_fired_time: 0.7617102861, propagate_forward_time: 30.4984416962, propagate_backward_time: 45.6404838562, weight_update_time: 0.1295204908, other_time: 2.6627998352
epoch time: 6.7090387344s, input_fired_time: 0.1052262485, output_fired_time: 0.0000000000, propagate_forward_time: 6.1208400726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829726219
validation[          , genome  4795] predictions:    9710/  10000 (97.10%), best:    9709/10000 (97.09%), error:      1038.19495, best error:      1006.21991 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 81.4955596924s, input_fired_time: 0.8421315551, output_fired_time: 0.7730059624, propagate_forward_time: 30.9241466522, propagate_backward_time: 46.2223472595, weight_update_time: 0.1331982017, other_time: 2.7339286804
epoch time: 6.7390952110s, input_fired_time: 0.1109899729, output_fired_time: 0.0000000000, propagate_forward_time: 6.1484360695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796690941
validation[          , genome  4795] predictions:    9683/  10000 (96.83%), best:    9709/10000 (97.09%), error:      1069.97327, best error:      1006.21991 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 81.2500991821s, input_fired_time: 0.8240901232, output_fired_time: 0.7799333334, propagate_forward_time: 30.8180732727, propagate_backward_time: 46.1012306213, weight_update_time: 0.1304604858, other_time: 2.7267761230
epoch time: 6.6578693390s, input_fired_time: 0.1033747643, output_fired_time: 0.0000000000, propagate_forward_time: 6.0752773285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792170525
validation[          , genome  4795] predictions:    9700/  10000 (97.00%), best:    9709/10000 (97.09%), error:      1054.08435, best error:      1006.21991 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 80.5416641235s, input_fired_time: 0.8331017494, output_fired_time: 0.7529149055, propagate_forward_time: 30.4235191345, propagate_backward_time: 45.7947998047, weight_update_time: 0.1318127811, other_time: 2.7373313904
epoch time: 6.8363304138s, input_fired_time: 0.1026758477, output_fired_time: 0.0000000000, propagate_forward_time: 6.2526221275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810323715
validation[          , genome  4795] predictions:    9696/  10000 (96.96%), best:    9709/10000 (97.09%), error:      1060.79822, best error:      1006.21991 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 80.5203857422s, input_fired_time: 0.8235334754, output_fired_time: 0.7542372346, propagate_forward_time: 30.5192680359, propagate_backward_time: 45.6611671448, weight_update_time: 0.1357237846, other_time: 2.7621841431
epoch time: 6.6839828491s, input_fired_time: 0.1011634395, output_fired_time: 0.0000000000, propagate_forward_time: 6.1164231300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4663963318
validation[          , genome  4795] predictions:    9703/  10000 (97.03%), best:    9709/10000 (97.09%), error:      1020.96039, best error:      1006.21991 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 80.0599822998s, input_fired_time: 0.8252711296, output_fired_time: 0.7690137029, propagate_forward_time: 30.3557510376, propagate_backward_time: 45.3763885498, weight_update_time: 0.1328704357, other_time: 2.7335586548
epoch time: 6.7559485435s, input_fired_time: 0.1041845456, output_fired_time: 0.0000000000, propagate_forward_time: 6.1744675636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4772963524
validation[          , genome  4795] predictions:    9683/  10000 (96.83%), best:    9709/10000 (97.09%), error:      1078.08643, best error:      1006.21991 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 80.7089157104s, input_fired_time: 0.8303955793, output_fired_time: 0.7629700899, propagate_forward_time: 30.5299472809, propagate_backward_time: 45.8031692505, weight_update_time: 0.1373707056, other_time: 2.7824325562
epoch time: 6.7475414276s, input_fired_time: 0.1022088379, output_fired_time: 0.0000000000, propagate_forward_time: 6.1764612198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688715935
validation[          , genome  4795] predictions:    9702/  10000 (97.02%), best:    9709/10000 (97.09%), error:      1045.38416, best error:      1006.21991 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 80.5867462158s, input_fired_time: 0.8274196386, output_fired_time: 0.7602265477, propagate_forward_time: 30.5590038300, propagate_backward_time: 45.6931343079, weight_update_time: 0.1314333528, other_time: 2.7469596863
epoch time: 6.6085076332s, input_fired_time: 0.1020580605, output_fired_time: 0.0000000000, propagate_forward_time: 6.0335268974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4729228020
validation[          , genome  4795] predictions:    9660/  10000 (96.60%), best:    9709/10000 (97.09%), error:      1116.86133, best error:      1006.21991 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 80.0796813965s, input_fired_time: 0.8201321959, output_fired_time: 0.7572817802, propagate_forward_time: 30.3704605103, propagate_backward_time: 45.4063377380, weight_update_time: 0.1364611089, other_time: 2.7254753113
epoch time: 6.6308741570s, input_fired_time: 0.1023762673, output_fired_time: 0.0000000000, propagate_forward_time: 6.0601811409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683165550
validation[          , genome  4795] predictions:    9706/  10000 (97.06%), best:    9709/10000 (97.09%), error:      1043.47925, best error:      1006.21991 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 80.2101058960s, input_fired_time: 0.8304691315, output_fired_time: 0.7615302205, propagate_forward_time: 30.2655525208, propagate_backward_time: 45.5485115051, weight_update_time: 0.1319032758, other_time: 2.8040466309
epoch time: 6.6468787193s, input_fired_time: 0.1030467525, output_fired_time: 0.0000000000, propagate_forward_time: 6.0637979507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800338745
validation[          , genome  4795] predictions:    9681/  10000 (96.81%), best:    9709/10000 (97.09%), error:      1075.28369, best error:      1006.21991 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 81.5900344849s, input_fired_time: 0.8273843527, output_fired_time: 0.7670882344, propagate_forward_time: 30.8196487427, propagate_backward_time: 46.4200019836, weight_update_time: 0.1369220763, other_time: 2.7559089661
epoch time: 6.6560325623s, input_fired_time: 0.1027245447, output_fired_time: 0.0000000000, propagate_forward_time: 6.0768966675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4764113426
validation[          , genome  4795] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:      1025.03186, best error:      1006.21991 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 80.7533874512s, input_fired_time: 0.8243877292, output_fired_time: 0.7688273191, propagate_forward_time: 30.5563659668, propagate_backward_time: 45.8840942383, weight_update_time: 0.1317769736, other_time: 2.7197113037
epoch time: 6.6593871117s, input_fired_time: 0.1030388549, output_fired_time: 0.0000000000, propagate_forward_time: 6.0739989281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4823493958
validation[          , genome  4795] predictions:    9696/  10000 (96.96%), best:    9709/10000 (97.09%), error:      1034.21094, best error:      1006.21991 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 80.5905380249s, input_fired_time: 0.8367460370, output_fired_time: 0.7655875683, propagate_forward_time: 30.5657882690, propagate_backward_time: 45.6633605957, weight_update_time: 0.1316847056, other_time: 2.7590560913
epoch time: 6.8346648216s, input_fired_time: 0.1038425490, output_fired_time: 0.0000000000, propagate_forward_time: 6.2421770096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4886450768
validation[          , genome  4795] predictions:    9705/  10000 (97.05%), best:    9709/10000 (97.09%), error:      1036.26538, best error:      1006.21991 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 81.0928039551s, input_fired_time: 0.8147996664, output_fired_time: 0.7671613693, propagate_forward_time: 30.7207069397, propagate_backward_time: 46.1024932861, weight_update_time: 0.1393854767, other_time: 2.6876487732
epoch time: 6.6604824066s, input_fired_time: 0.1039621457, output_fired_time: 0.0000000000, propagate_forward_time: 6.0761523247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4803681374
validation[          , genome  4795] predictions:    9705/  10000 (97.05%), best:    9709/10000 (97.09%), error:      1043.82568, best error:      1006.21991 on epoch:    82, 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: 33.8600921631s, input_fired_time: 0.5212410688, output_fired_time: 0.0000000000, propagate_forward_time: 30.7895793915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5492725372
best training[          , genome  4795] predictions:   49296/  50000 (98.59%), best:    9709/10000 (97.09%), error:      2761.63354, best error:      1006.21991 on epoch:    82, 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: 6.7589058876s, input_fired_time: 0.1014317423, output_fired_time: 0.0000000000, propagate_forward_time: 6.1855125427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719614983
   testing[          , genome  4795] predictions:    9738/  10000 (97.38%), best:    9709/10000 (97.09%), error:       875.14600, best error:      1006.21991 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:32:47 (5044): called boinc_finish(0)

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