Nameexact_genome_1512568488_45_6400_2
Workunit2603207
Created7 Dec 2017, 19:45:37 UTC
Sent7 Dec 2017, 19:50:08 UTC
Report deadline13 Dec 2017, 17:08:03 UTC
Received8 Dec 2017, 14:42:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time3 hours 9 min 15 sec
CPU time3 hours 9 min 12 sec
Validate stateValid
Credit1,471.86
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.52 MB
Peak swap size153.31 MB
Peak disk usage1.32 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
2566710

epoch time: 103.4616622925s, input_fired_time: 1.2396671772, output_fired_time: 0.9259042144, propagate_forward_time: 40.4485893250, propagate_backward_time: 58.1228637695, weight_update_time: 0.1413758844, other_time: 2.7246360779
epoch time: 8.6791343689s, input_fired_time: 0.1375682056, output_fired_time: 0.0000000000, propagate_forward_time: 8.0497636795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918022156
validation[          , genome  6400] predictions:    9547/  10000 (95.47%), best:    9708/10000 (97.08%), error:      1343.79761, best error:      1002.15912 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 103.4456481934s, input_fired_time: 1.2360899448, output_fired_time: 0.9119446278, propagate_forward_time: 40.5533370972, propagate_backward_time: 57.9986152649, weight_update_time: 0.1408731788, other_time: 2.7456626892
epoch time: 8.7401456833s, input_fired_time: 0.1379359514, output_fired_time: 0.0000000000, propagate_forward_time: 8.1119432449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4902667999
validation[          , genome  6400] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       968.63074, best error:       968.63074 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 103.6464080811s, input_fired_time: 1.2404063940, output_fired_time: 0.9222364426, propagate_forward_time: 40.5496940613, propagate_backward_time: 58.2006225586, weight_update_time: 0.1415616423, other_time: 2.7334480286
epoch time: 8.7304735184s, input_fired_time: 0.1383404136, output_fired_time: 0.0000000000, propagate_forward_time: 8.1007366180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4913969040
validation[          , genome  6400] predictions:    9630/  10000 (96.30%), best:    9714/10000 (97.14%), error:      1200.87915, best error:       968.63074 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 103.8822097778s, input_fired_time: 1.2422126532, output_fired_time: 0.9231358767, propagate_forward_time: 40.6658134460, propagate_backward_time: 58.3246231079, weight_update_time: 0.1419587433, other_time: 2.7264289856
epoch time: 8.7648811340s, input_fired_time: 0.1378256679, output_fired_time: 0.0000000000, propagate_forward_time: 8.1333122253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937429428
validation[          , genome  6400] predictions:    9700/  10000 (97.00%), best:    9714/10000 (97.14%), error:       994.63928, best error:       968.63074 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 103.9930114746s, input_fired_time: 1.2463804483, output_fired_time: 0.9280855656, propagate_forward_time: 40.6887550354, propagate_backward_time: 58.4012451172, weight_update_time: 0.1420624703, other_time: 2.7285423279
epoch time: 8.7723331451s, input_fired_time: 0.1393640786, output_fired_time: 0.0000000000, propagate_forward_time: 8.1409215927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4920473099
validation[          , genome  6400] predictions:    9631/  10000 (96.31%), best:    9714/10000 (97.14%), error:      1197.27039, best error:       968.63074 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 103.4607620239s, input_fired_time: 1.2374761105, output_fired_time: 0.9119145274, propagate_forward_time: 40.6186370850, propagate_backward_time: 57.9823799133, weight_update_time: 0.1409859955, other_time: 2.7103614807
epoch time: 8.7954645157s, input_fired_time: 0.1389210075, output_fired_time: 0.0000000000, propagate_forward_time: 8.1589012146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976425171
validation[          , genome  6400] predictions:    9680/  10000 (96.80%), best:    9714/10000 (97.14%), error:       996.20776, best error:       968.63074 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 103.9611892700s, input_fired_time: 1.2523856163, output_fired_time: 0.9212470651, propagate_forward_time: 40.6509857178, propagate_backward_time: 58.3583183289, weight_update_time: 0.1426087171, other_time: 2.7782478333
epoch time: 8.7540149689s, input_fired_time: 0.1391540319, output_fired_time: 0.0000000000, propagate_forward_time: 8.1192588806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956016541
validation[          , genome  6400] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       960.07629, best error:       960.07629 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 103.7744293213s, input_fired_time: 1.2485629320, output_fired_time: 0.9249852896, propagate_forward_time: 40.5845603943, propagate_backward_time: 58.2713699341, weight_update_time: 0.1420714557, other_time: 2.7449455261
epoch time: 8.7567462921s, input_fired_time: 0.1376893967, output_fired_time: 0.0000000000, propagate_forward_time: 8.1254377365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936189651
validation[          , genome  6400] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       823.89484, best error:       823.89484 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 103.5184936523s, input_fired_time: 1.2470000982, output_fired_time: 0.9240529537, propagate_forward_time: 40.4983978271, propagate_backward_time: 58.1122589111, weight_update_time: 0.1416890621, other_time: 2.7367858887
epoch time: 8.7634134293s, input_fired_time: 0.1376710087, output_fired_time: 0.0000000000, propagate_forward_time: 8.1304416656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4953002930
validation[          , genome  6400] predictions:    9718/  10000 (97.18%), best:    9748/10000 (97.48%), error:       935.67981, best error:       823.89484 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 103.9974136353s, input_fired_time: 1.2514661551, output_fired_time: 0.9351878762, propagate_forward_time: 40.6430511475, propagate_backward_time: 58.4246940613, weight_update_time: 0.1419367790, other_time: 2.7430152893
epoch time: 8.7553005219s, input_fired_time: 0.1377105266, output_fired_time: 0.0000000000, propagate_forward_time: 8.1223316193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952583313
validation[          , genome  6400] predictions:    9719/  10000 (97.19%), best:    9748/10000 (97.48%), error:       917.11530, best error:       823.89484 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 103.6484527588s, input_fired_time: 1.2478835583, output_fired_time: 0.9198412895, propagate_forward_time: 40.5882530212, propagate_backward_time: 58.1571044922, weight_update_time: 0.1417466700, other_time: 2.7353706360
epoch time: 8.7163314819s, input_fired_time: 0.1391490251, output_fired_time: 0.0000000000, propagate_forward_time: 8.0826578140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4945249557
validation[          , genome  6400] predictions:    9725/  10000 (97.25%), best:    9748/10000 (97.48%), error:       904.18536, best error:       823.89484 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 103.0094985962s, input_fired_time: 1.2376484871, output_fired_time: 0.9085394144, propagate_forward_time: 40.4687347412, propagate_backward_time: 57.6909255981, weight_update_time: 0.1401305795, other_time: 2.7036514282
epoch time: 8.4582118988s, input_fired_time: 0.1362342834, output_fired_time: 0.0000000000, propagate_forward_time: 7.8421621323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4798154831
validation[          , genome  6400] predictions:    9739/  10000 (97.39%), best:    9748/10000 (97.48%), error:       896.98914, best error:       823.89484 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 101.4630203247s, input_fired_time: 1.2272262573, output_fired_time: 0.9015068412, propagate_forward_time: 39.7417716980, propagate_backward_time: 56.9543075562, weight_update_time: 0.1381806433, other_time: 2.6382102966
epoch time: 8.7085514069s, input_fired_time: 0.1361064613, output_fired_time: 0.0000000000, propagate_forward_time: 8.0872764587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4851684570
validation[          , genome  6400] predictions:    9700/  10000 (97.00%), best:    9748/10000 (97.48%), error:       998.77234, best error:       823.89484 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 102.8121795654s, input_fired_time: 1.2371368408, output_fired_time: 0.9188193083, propagate_forward_time: 40.1800155640, propagate_backward_time: 57.8193168640, weight_update_time: 0.1400471777, other_time: 2.6568946838
epoch time: 8.6980304718s, input_fired_time: 0.1388221830, output_fired_time: 0.0000000000, propagate_forward_time: 8.0751228333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4840850830
validation[          , genome  6400] predictions:    9743/  10000 (97.43%), best:    9748/10000 (97.48%), error:       842.33289, best error:       823.89484 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 102.6308593750s, input_fired_time: 1.2389858961, output_fired_time: 0.9148261547, propagate_forward_time: 40.1757354736, propagate_backward_time: 57.6440658569, weight_update_time: 0.1396284699, other_time: 2.6572494507
epoch time: 8.1794500351s, input_fired_time: 0.1321230829, output_fired_time: 0.0000000000, propagate_forward_time: 7.5808477402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4664793015
validation[          , genome  6400] predictions:    9701/  10000 (97.01%), best:    9748/10000 (97.48%), error:       960.28174, best error:       823.89484 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 103.0927886963s, input_fired_time: 1.2427409887, output_fired_time: 0.9176178575, propagate_forward_time: 40.4015731812, propagate_backward_time: 57.8679962158, weight_update_time: 0.1404190063, other_time: 2.6628570557
epoch time: 8.4833555222s, input_fired_time: 0.1352680773, output_fired_time: 0.0000000000, propagate_forward_time: 7.8730831146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4750041962
validation[          , genome  6400] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       811.22839, best error:       811.22839 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 101.2506484985s, input_fired_time: 1.2327294350, output_fired_time: 0.9115279913, propagate_forward_time: 39.6349220276, propagate_backward_time: 56.8422889709, weight_update_time: 0.1381347328, other_time: 2.6291809082
epoch time: 8.7404575348s, input_fired_time: 0.1392531693, output_fired_time: 0.0000000000, propagate_forward_time: 8.1132650375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4879388809
validation[          , genome  6400] predictions:    9695/  10000 (96.95%), best:    9759/10000 (97.59%), error:       916.79456, best error:       811.22839 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 102.2358779907s, input_fired_time: 1.2408328056, output_fired_time: 0.9104425311, propagate_forward_time: 40.0636177063, propagate_backward_time: 57.3727035522, weight_update_time: 0.1393810064, other_time: 2.6482810974
epoch time: 8.7340421677s, input_fired_time: 0.1405476332, output_fired_time: 0.0000000000, propagate_forward_time: 8.1081638336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4853305817
validation[          , genome  6400] predictions:    9681/  10000 (96.81%), best:    9759/10000 (97.59%), error:      1030.35742, best error:       811.22839 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 101.8954620361s, input_fired_time: 1.2379852533, output_fired_time: 0.9085969329, propagate_forward_time: 39.9117393494, propagate_backward_time: 57.1879997253, weight_update_time: 0.1386264116, other_time: 2.6491394043
epoch time: 8.7244710922s, input_fired_time: 0.1391172260, output_fired_time: 0.0000000000, propagate_forward_time: 8.1020975113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832563400
validation[          , genome  6400] predictions:    9740/  10000 (97.40%), best:    9759/10000 (97.59%), error:       841.22668, best error:       811.22839 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 100.7608261108s, input_fired_time: 1.2298767567, output_fired_time: 0.8978882432, propagate_forward_time: 39.4596290588, propagate_backward_time: 56.5513420105, weight_update_time: 0.1371140927, other_time: 2.6220932007
epoch time: 8.7488880157s, input_fired_time: 0.1414626092, output_fired_time: 0.0000000000, propagate_forward_time: 8.1210851669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4863405228
validation[          , genome  6400] predictions:    9660/  10000 (96.60%), best:    9759/10000 (97.59%), error:      1103.38318, best error:       811.22839 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 98.6586303711s, input_fired_time: 1.2217507362, output_fired_time: 0.8757548928, propagate_forward_time: 38.6890716553, propagate_backward_time: 55.2872009277, weight_update_time: 0.1345309317, other_time: 2.5848541260
epoch time: 8.7036600113s, input_fired_time: 0.1411207765, output_fired_time: 0.0000000000, propagate_forward_time: 8.0793323517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832067490
validation[          , genome  6400] predictions:    9677/  10000 (96.77%), best:    9759/10000 (97.59%), error:      1026.04663, best error:       811.22839 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 103.0709304810s, input_fired_time: 1.2448894978, output_fired_time: 0.9159573317, propagate_forward_time: 40.3581428528, propagate_backward_time: 57.8999481201, weight_update_time: 0.1403578967, other_time: 2.6519966125
epoch time: 7.9858193398s, input_fired_time: 0.1312343776, output_fired_time: 0.0000000000, propagate_forward_time: 7.3953557014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592294693
validation[          , genome  6400] predictions:    9708/  10000 (97.08%), best:    9759/10000 (97.59%), error:       959.31165, best error:       811.22839 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 103.0486984253s, input_fired_time: 1.2478785515, output_fired_time: 0.9168753624, propagate_forward_time: 40.3900909424, propagate_backward_time: 57.8388748169, weight_update_time: 0.1402554363, other_time: 2.6549758911
epoch time: 8.1235504150s, input_fired_time: 0.1346907467, output_fired_time: 0.0000000000, propagate_forward_time: 7.5234255791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4654340744
validation[          , genome  6400] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       799.21960, best error:       799.21960 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 103.6887054443s, input_fired_time: 1.2574563026, output_fired_time: 0.9248877764, propagate_forward_time: 40.5054931641, propagate_backward_time: 58.3246994019, weight_update_time: 0.1412686259, other_time: 2.6761703491
epoch time: 8.7378549576s, input_fired_time: 0.1420108974, output_fired_time: 0.0000000000, propagate_forward_time: 8.1079969406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4878473282
validation[          , genome  6400] predictions:    9730/  10000 (97.30%), best:    9750/10000 (97.50%), error:       850.53174, best error:       799.21960 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 103.7503128052s, input_fired_time: 1.2561756372, output_fired_time: 0.9260874987, propagate_forward_time: 40.5175018311, propagate_backward_time: 58.3771247864, weight_update_time: 0.1412729323, other_time: 2.6734275818
epoch time: 8.6156511307s, input_fired_time: 0.1387206763, output_fired_time: 0.0000000000, propagate_forward_time: 7.9988274574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4781031609
validation[          , genome  6400] predictions:    9746/  10000 (97.46%), best:    9750/10000 (97.50%), error:       855.40375, best error:       799.21960 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 97.8329772949s, input_fired_time: 1.2107892036, output_fired_time: 0.8786508441, propagate_forward_time: 38.3801841736, propagate_backward_time: 54.7728919983, weight_update_time: 0.1333316863, other_time: 2.5904541016
epoch time: 8.7344341278s, input_fired_time: 0.1387022138, output_fired_time: 0.0000000000, propagate_forward_time: 8.1116991043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4840326309
validation[          , genome  6400] predictions:    9697/  10000 (96.97%), best:    9750/10000 (97.50%), error:       984.56464, best error:       799.21960 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 101.9825057983s, input_fired_time: 1.2430548668, output_fired_time: 0.9118716121, propagate_forward_time: 39.9188385010, propagate_backward_time: 57.2619323730, weight_update_time: 0.1386201978, other_time: 2.6468048096
epoch time: 8.7330770493s, input_fired_time: 0.1372535676, output_fired_time: 0.0000000000, propagate_forward_time: 8.1123332977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834899902
validation[          , genome  6400] predictions:    9694/  10000 (96.94%), best:    9750/10000 (97.50%), error:      1018.29218, best error:       799.21960 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 102.7701568604s, input_fired_time: 1.2454999685, output_fired_time: 0.9127970934, propagate_forward_time: 40.2968254089, propagate_backward_time: 57.6632919312, weight_update_time: 0.1393708587, other_time: 2.6517448425
epoch time: 8.7393121719s, input_fired_time: 0.1409795582, output_fired_time: 0.0000000000, propagate_forward_time: 8.1124782562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4858541489
validation[          , genome  6400] predictions:    9748/  10000 (97.48%), best:    9750/10000 (97.50%), error:       834.05566, best error:       799.21960 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 103.5942764282s, input_fired_time: 1.2567594051, output_fired_time: 0.9267796278, propagate_forward_time: 40.5693206787, propagate_backward_time: 58.1581611633, weight_update_time: 0.1404558867, other_time: 2.6832542419
epoch time: 8.7446098328s, input_fired_time: 0.1411818266, output_fired_time: 0.0000000000, propagate_forward_time: 8.1164512634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4869766235
validation[          , genome  6400] predictions:    9700/  10000 (97.00%), best:    9750/10000 (97.50%), error:       964.66064, best error:       799.21960 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 102.4984436035s, input_fired_time: 1.2504328489, output_fired_time: 0.9171094894, propagate_forward_time: 40.1502380371, propagate_backward_time: 57.5259742737, weight_update_time: 0.1394881904, other_time: 2.6546897888
epoch time: 8.7189607620s, input_fired_time: 0.1404016167, output_fired_time: 0.0000000000, propagate_forward_time: 8.0937185287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4848403931
validation[          , genome  6400] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       913.81555, best error:       799.21960 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 102.6277389526s, input_fired_time: 1.2530859709, output_fired_time: 0.9151828885, propagate_forward_time: 40.1745376587, propagate_backward_time: 57.6273498535, weight_update_time: 0.1396723688, other_time: 2.6575851440
epoch time: 8.7443389893s, input_fired_time: 0.1421502382, output_fired_time: 0.0000000000, propagate_forward_time: 8.1139345169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882545471
validation[          , genome  6400] predictions:    9739/  10000 (97.39%), best:    9750/10000 (97.50%), error:       850.93762, best error:       799.21960 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 102.7345581055s, input_fired_time: 1.2547175884, output_fired_time: 0.9191239476, propagate_forward_time: 40.1786880493, propagate_backward_time: 57.7222366333, weight_update_time: 0.1401088387, other_time: 2.6597976685
epoch time: 8.7177419662s, input_fired_time: 0.1400583684, output_fired_time: 0.0000000000, propagate_forward_time: 8.1044750214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4732084274
validation[          , genome  6400] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       806.59912, best error:       799.21960 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 102.6926193237s, input_fired_time: 1.2540193796, output_fired_time: 0.9187150598, propagate_forward_time: 40.1833992004, propagate_backward_time: 57.6886062622, weight_update_time: 0.1396506578, other_time: 2.6478767395
epoch time: 8.7499036789s, input_fired_time: 0.1418478191, output_fired_time: 0.0000000000, propagate_forward_time: 8.1215171814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4865388870
validation[          , genome  6400] predictions:    9756/  10000 (97.56%), best:    9750/10000 (97.50%), error:       804.62085, best error:       799.21960 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 103.1318740845s, input_fired_time: 1.2588429451, output_fired_time: 0.9287000299, propagate_forward_time: 40.3419570923, propagate_backward_time: 57.9328994751, weight_update_time: 0.1407147348, other_time: 2.6694717407
epoch time: 8.7255477905s, input_fired_time: 0.1401347071, output_fired_time: 0.0000000000, propagate_forward_time: 8.0993061066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861068726
validation[          , genome  6400] predictions:    9706/  10000 (97.06%), best:    9750/10000 (97.50%), error:       964.94379, best error:       799.21960 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 103.5964508057s, input_fired_time: 1.2643201351, output_fired_time: 0.9321798086, propagate_forward_time: 40.5026893616, propagate_backward_time: 58.2207145691, weight_update_time: 0.1417807639, other_time: 2.6765441895
epoch time: 8.7302551270s, input_fired_time: 0.1431301683, output_fired_time: 0.0000000000, propagate_forward_time: 8.0986585617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4884662628
validation[          , genome  6400] predictions:    9721/  10000 (97.21%), best:    9750/10000 (97.50%), error:       893.77478, best error:       799.21960 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 103.2471313477s, input_fired_time: 1.2611950636, output_fired_time: 0.9222313762, propagate_forward_time: 40.4043502808, propagate_backward_time: 57.9894142151, weight_update_time: 0.1408441365, other_time: 2.6699409485
epoch time: 8.7569055557s, input_fired_time: 0.1418099254, output_fired_time: 0.0000000000, propagate_forward_time: 8.1292257309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4858703613
validation[          , genome  6400] predictions:    9708/  10000 (97.08%), best:    9750/10000 (97.50%), error:       984.63794, best error:       799.21960 on epoch:    36, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 103.6123123169s, input_fired_time: 1.2676736116, output_fired_time: 0.9259611368, propagate_forward_time: 40.5510330200, propagate_backward_time: 58.1779556274, weight_update_time: 0.1409089565, other_time: 2.6896820068
epoch time: 8.7940082550s, input_fired_time: 0.1420896500, output_fired_time: 0.0000000000, propagate_forward_time: 8.1547040939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4972143173
validation[          , genome  6400] predictions:    9756/  10000 (97.56%), best:    9750/10000 (97.50%), error:       873.66705, best error:       799.21960 on epoch:    36, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 103.3176040649s, input_fired_time: 1.2601360083, output_fired_time: 0.9207745790, propagate_forward_time: 40.3655509949, propagate_backward_time: 58.0914726257, weight_update_time: 0.1408484876, other_time: 2.6796646118
epoch time: 8.7334203720s, input_fired_time: 0.1406836212, output_fired_time: 0.0000000000, propagate_forward_time: 8.1064567566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4862804413
validation[          , genome  6400] predictions:    9720/  10000 (97.20%), best:    9750/10000 (97.50%), error:       923.57239, best error:       799.21960 on epoch:    36, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 103.5512313843s, input_fired_time: 1.2641049623, output_fired_time: 0.9265148044, propagate_forward_time: 40.4621315002, propagate_backward_time: 58.2209434509, weight_update_time: 0.1412030458, other_time: 2.6775360107
epoch time: 8.7387380600s, input_fired_time: 0.1427037567, output_fired_time: 0.0000000000, propagate_forward_time: 8.1080083847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880256653
validation[          , genome  6400] predictions:    9670/  10000 (96.70%), best:    9750/10000 (97.50%), error:      1153.59778, best error:       799.21960 on epoch:    36, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 103.6161880493s, input_fired_time: 1.2621424198, output_fired_time: 0.9202428460, propagate_forward_time: 40.5952606201, propagate_backward_time: 58.1617965698, weight_update_time: 0.1406394392, other_time: 2.6767425537
epoch time: 8.7491874695s, input_fired_time: 0.1430269182, output_fired_time: 0.0000000000, propagate_forward_time: 8.1228923798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832677841
validation[          , genome  6400] predictions:    9734/  10000 (97.34%), best:    9750/10000 (97.50%), error:       892.41595, best error:       799.21960 on epoch:    36, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 103.7429428101s, input_fired_time: 1.2684376240, output_fired_time: 0.9245501757, propagate_forward_time: 40.6478843689, propagate_backward_time: 58.2158851624, weight_update_time: 0.1407239735, other_time: 2.6861801147
epoch time: 8.7565946579s, input_fired_time: 0.1420718431, output_fired_time: 0.0000000000, propagate_forward_time: 8.1277322769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4867906570
validation[          , genome  6400] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       798.82013, best error:       798.82013 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 103.4098815918s, input_fired_time: 1.2644602060, output_fired_time: 0.9177954793, propagate_forward_time: 40.5468673706, propagate_backward_time: 58.0072822571, weight_update_time: 0.1404363215, other_time: 2.6734809875
epoch time: 8.7158432007s, input_fired_time: 0.1425438821, output_fired_time: 0.0000000000, propagate_forward_time: 8.0902395248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4830598831
validation[          , genome  6400] predictions:    9718/  10000 (97.18%), best:    9751/10000 (97.51%), error:       922.77191, best error:       798.82013 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 103.3051605225s, input_fired_time: 1.2611473799, output_fired_time: 0.9159179330, propagate_forward_time: 40.4677009583, propagate_backward_time: 58.0010528564, weight_update_time: 0.1401632875, other_time: 2.6593437195
epoch time: 8.7162189484s, input_fired_time: 0.1426230073, output_fired_time: 0.0000000000, propagate_forward_time: 8.0894546509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4841413498
validation[          , genome  6400] predictions:    9715/  10000 (97.15%), best:    9751/10000 (97.51%), error:       918.16473, best error:       798.82013 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 103.3129730225s, input_fired_time: 1.2622739077, output_fired_time: 0.9175919890, propagate_forward_time: 40.4585494995, propagate_backward_time: 58.0104522705, weight_update_time: 0.1399465799, other_time: 2.6641006470
epoch time: 8.7203845978s, input_fired_time: 0.1397151351, output_fired_time: 0.0000000000, propagate_forward_time: 8.1013717651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792976379
validation[          , genome  6400] predictions:    9737/  10000 (97.37%), best:    9751/10000 (97.51%), error:       910.97522, best error:       798.82013 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 103.4416732788s, input_fired_time: 1.2658553123, output_fired_time: 0.9172155857, propagate_forward_time: 40.5209999084, propagate_backward_time: 58.0690917969, weight_update_time: 0.1403984427, other_time: 2.6685142517
epoch time: 8.7717323303s, input_fired_time: 0.1449926347, output_fired_time: 0.0000000000, propagate_forward_time: 8.1388339996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4879055023
validation[          , genome  6400] predictions:    9732/  10000 (97.32%), best:    9751/10000 (97.51%), error:       861.80267, best error:       798.82013 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 103.5864715576s, input_fired_time: 1.2681090832, output_fired_time: 0.9185436964, propagate_forward_time: 40.5658416748, propagate_backward_time: 58.1576004028, weight_update_time: 0.1412363648, other_time: 2.6763763428
epoch time: 8.7221412659s, input_fired_time: 0.1385027468, output_fired_time: 0.0000000000, propagate_forward_time: 8.1070680618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4765701294
validation[          , genome  6400] predictions:    9649/  10000 (96.49%), best:    9751/10000 (97.51%), error:      1132.42053, best error:       798.82013 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 103.3105773926s, input_fired_time: 1.2654366493, output_fired_time: 0.9170797467, propagate_forward_time: 40.5355987549, propagate_backward_time: 57.9273262024, weight_update_time: 0.1403147280, other_time: 2.6651420593
epoch time: 8.7275457382s, input_fired_time: 0.1432828456, output_fired_time: 0.0000000000, propagate_forward_time: 8.0997085571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4845542908
validation[          , genome  6400] predictions:    9718/  10000 (97.18%), best:    9751/10000 (97.51%), error:       935.10181, best error:       798.82013 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 102.5398406982s, input_fired_time: 1.2584147453, output_fired_time: 0.9129505157, propagate_forward_time: 40.1370506287, propagate_backward_time: 57.5733795166, weight_update_time: 0.1389218867, other_time: 2.6580467224
epoch time: 8.8158559799s, input_fired_time: 0.1515053809, output_fired_time: 0.0000000000, propagate_forward_time: 8.1711931229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931573868
validation[          , genome  6400] predictions:    9723/  10000 (97.23%), best:    9751/10000 (97.51%), error:       932.65570, best error:       798.82013 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 102.9621124268s, input_fired_time: 1.2619978189, output_fired_time: 0.9154384136, propagate_forward_time: 40.2957572937, propagate_backward_time: 57.8374443054, weight_update_time: 0.1398001462, other_time: 2.6514739990
epoch time: 8.7461996078s, input_fired_time: 0.1415320486, output_fired_time: 0.0000000000, propagate_forward_time: 8.1197347641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4849328995
validation[          , genome  6400] predictions:    9710/  10000 (97.10%), best:    9751/10000 (97.51%), error:       954.17480, best error:       798.82013 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 102.5116958618s, input_fired_time: 1.2546159029, output_fired_time: 0.9081109166, propagate_forward_time: 40.1429214478, propagate_backward_time: 57.5574684143, weight_update_time: 0.1386776716, other_time: 2.6485786438
epoch time: 8.7093572617s, input_fired_time: 0.1431724578, output_fired_time: 0.0000000000, propagate_forward_time: 8.0833339691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4828510284
validation[          , genome  6400] predictions:    9721/  10000 (97.21%), best:    9751/10000 (97.51%), error:       922.23383, best error:       798.82013 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 100.6215362549s, input_fired_time: 1.2487562895, output_fired_time: 0.8992434740, propagate_forward_time: 39.4447021484, propagate_backward_time: 56.3974761963, weight_update_time: 0.1368965060, other_time: 2.6313552856
epoch time: 8.7568941116s, input_fired_time: 0.1422876418, output_fired_time: 0.0000000000, propagate_forward_time: 8.1284589767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861478806
validation[          , genome  6400] predictions:    9725/  10000 (97.25%), best:    9751/10000 (97.51%), error:       846.99823, best error:       798.82013 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 103.1786956787s, input_fired_time: 1.2655907869, output_fired_time: 0.9141578078, propagate_forward_time: 40.4803848267, propagate_backward_time: 57.8544044495, weight_update_time: 0.1400542855, other_time: 2.6641578674
epoch time: 8.7560033798s, input_fired_time: 0.1462107301, output_fired_time: 0.0000000000, propagate_forward_time: 8.1247720718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850206375
validation[          , genome  6400] predictions:    9723/  10000 (97.23%), best:    9751/10000 (97.51%), error:       865.63263, best error:       798.82013 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 102.5366973877s, input_fired_time: 1.2614543438, output_fired_time: 0.9129477143, propagate_forward_time: 40.1947097778, propagate_backward_time: 57.5109214783, weight_update_time: 0.1389953643, other_time: 2.6566658020
epoch time: 8.7401914597s, input_fired_time: 0.1456109136, output_fired_time: 0.0000000000, propagate_forward_time: 8.1082820892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4862985611
validation[          , genome  6400] predictions:    9654/  10000 (96.54%), best:    9751/10000 (97.51%), error:      1098.34827, best error:       798.82013 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 102.4727783203s, input_fired_time: 1.2643898726, output_fired_time: 0.9121300578, propagate_forward_time: 40.0557632446, propagate_backward_time: 57.5899314880, weight_update_time: 0.1387965530, other_time: 2.6505622864
epoch time: 8.7408504486s, input_fired_time: 0.1452520043, output_fired_time: 0.0000000000, propagate_forward_time: 8.1108503342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4847478867
validation[          , genome  6400] predictions:    9729/  10000 (97.29%), best:    9751/10000 (97.51%), error:       867.97723, best error:       798.82013 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 103.2479400635s, input_fired_time: 1.2676249743, output_fired_time: 0.9206652045, propagate_forward_time: 40.4732055664, propagate_backward_time: 57.9190521240, weight_update_time: 0.1398059279, other_time: 2.6673965454
epoch time: 8.7390117645s, input_fired_time: 0.1434671730, output_fired_time: 0.0000000000, propagate_forward_time: 8.1161537170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4793910980
validation[          , genome  6400] predictions:    9694/  10000 (96.94%), best:    9751/10000 (97.51%), error:       993.59198, best error:       798.82013 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 103.2568664551s, input_fired_time: 1.2663491964, output_fired_time: 0.9198594689, propagate_forward_time: 40.4658851624, propagate_backward_time: 57.9482040405, weight_update_time: 0.1399945915, other_time: 2.6565666199
epoch time: 8.7656764984s, input_fired_time: 0.1462708116, output_fired_time: 0.0000000000, propagate_forward_time: 8.1355390549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838666916
validation[          , genome  6400] predictions:    9749/  10000 (97.49%), best:    9751/10000 (97.51%), error:       820.43719, best error:       798.82013 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 103.5371093750s, input_fired_time: 1.2689406872, output_fired_time: 0.9156280160, propagate_forward_time: 40.6129684448, propagate_backward_time: 58.0811958313, weight_update_time: 0.1397210807, other_time: 2.6583747864
epoch time: 8.7590408325s, input_fired_time: 0.1433908343, output_fired_time: 0.0000000000, propagate_forward_time: 8.1329421997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4827079773
validation[          , genome  6400] predictions:    9727/  10000 (97.27%), best:    9751/10000 (97.51%), error:       903.09235, best error:       798.82013 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 102.2650756836s, input_fired_time: 1.2591363192, output_fired_time: 0.9095989466, propagate_forward_time: 40.0548629761, propagate_backward_time: 57.3988418579, weight_update_time: 0.1391323507, other_time: 2.6426315308
epoch time: 8.6590747833s, input_fired_time: 0.1422053725, output_fired_time: 0.0000000000, propagate_forward_time: 8.0338344574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4830350876
validation[          , genome  6400] predictions:    9709/  10000 (97.09%), best:    9751/10000 (97.51%), error:       931.23865, best error:       798.82013 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 103.3505249023s, input_fired_time: 1.2687157393, output_fired_time: 0.9263655543, propagate_forward_time: 40.4866828918, propagate_backward_time: 58.0067481995, weight_update_time: 0.1399734169, other_time: 2.6620101929
epoch time: 8.7290124893s, input_fired_time: 0.1441505104, output_fired_time: 0.0000000000, propagate_forward_time: 8.1011981964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4836635590
validation[          , genome  6400] predictions:    9721/  10000 (97.21%), best:    9751/10000 (97.51%), error:       877.84283, best error:       798.82013 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 103.4410247803s, input_fired_time: 1.2671518326, output_fired_time: 0.9241634607, propagate_forward_time: 40.4310760498, propagate_backward_time: 58.1540946960, weight_update_time: 0.1406122148, other_time: 2.6645393372
epoch time: 8.7162570953s, input_fired_time: 0.1420472413, output_fired_time: 0.0000000000, propagate_forward_time: 8.0903921127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838180542
validation[          , genome  6400] predictions:    9691/  10000 (96.91%), best:    9751/10000 (97.51%), error:       976.64709, best error:       798.82013 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 103.4672775269s, input_fired_time: 1.2679920197, output_fired_time: 0.9207404852, propagate_forward_time: 40.4775581360, propagate_backward_time: 58.1287307739, weight_update_time: 0.1416172683, other_time: 2.6722602844
epoch time: 8.7232685089s, input_fired_time: 0.1449408829, output_fired_time: 0.0000000000, propagate_forward_time: 8.0945568085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4837703705
validation[          , genome  6400] predictions:    9694/  10000 (96.94%), best:    9751/10000 (97.51%), error:       979.93219, best error:       798.82013 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 103.3189773560s, input_fired_time: 1.2689144611, output_fired_time: 0.9117171764, propagate_forward_time: 40.4886970520, propagate_backward_time: 57.9928665161, weight_update_time: 0.1400103420, other_time: 2.6567802429
epoch time: 8.7256174088s, input_fired_time: 0.1441730857, output_fired_time: 0.0000000000, propagate_forward_time: 8.0975170135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4839277267
validation[          , genome  6400] predictions:    9720/  10000 (97.20%), best:    9751/10000 (97.51%), error:       956.92010, best error:       798.82013 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 103.2043075562s, input_fired_time: 1.2592663765, output_fired_time: 0.9218195677, propagate_forward_time: 40.4279785156, propagate_backward_time: 57.9275703430, weight_update_time: 0.1406955272, other_time: 2.6676673889
epoch time: 8.7715473175s, input_fired_time: 0.1410651803, output_fired_time: 0.0000000000, propagate_forward_time: 8.1452732086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4852085114
validation[          , genome  6400] predictions:    9744/  10000 (97.44%), best:    9751/10000 (97.51%), error:       867.85211, best error:       798.82013 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 103.8093719482s, input_fired_time: 1.2631515265, output_fired_time: 0.9229781032, propagate_forward_time: 40.6545257568, propagate_backward_time: 58.2791252136, weight_update_time: 0.1406760812, other_time: 2.6895866394
epoch time: 8.7679405212s, input_fired_time: 0.1433460414, output_fired_time: 0.0000000000, propagate_forward_time: 8.1360960007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4884986877
validation[          , genome  6400] predictions:    9757/  10000 (97.57%), best:    9751/10000 (97.51%), error:       811.06165, best error:       798.82013 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 103.4942703247s, input_fired_time: 1.2754719257, output_fired_time: 0.9214608073, propagate_forward_time: 40.5331420898, propagate_backward_time: 58.1031799316, weight_update_time: 0.1400695890, other_time: 2.6610107422
epoch time: 8.7552366257s, input_fired_time: 0.1480969340, output_fired_time: 0.0000000000, propagate_forward_time: 8.1199531555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4871864319
validation[          , genome  6400] predictions:    9704/  10000 (97.04%), best:    9751/10000 (97.51%), error:       913.78436, best error:       798.82013 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 103.7021102905s, input_fired_time: 1.2762773037, output_fired_time: 0.9211961031, propagate_forward_time: 40.6098327637, propagate_backward_time: 58.2288093567, weight_update_time: 0.1408425272, other_time: 2.6659965515
epoch time: 8.7665328979s, input_fired_time: 0.1428118050, output_fired_time: 0.0000000000, propagate_forward_time: 8.1381177902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4856033325
validation[          , genome  6400] predictions:    9744/  10000 (97.44%), best:    9751/10000 (97.51%), error:       801.53448, best error:       798.82013 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 103.7397232056s, input_fired_time: 1.2706791162, output_fired_time: 0.9220765233, propagate_forward_time: 40.6201858521, propagate_backward_time: 58.2404556274, weight_update_time: 0.1401540041, other_time: 2.6863327026
epoch time: 8.7559328079s, input_fired_time: 0.1442111582, output_fired_time: 0.0000000000, propagate_forward_time: 8.1244153976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4873065948
validation[          , genome  6400] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       826.71741, best error:       798.82013 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 103.6221542358s, input_fired_time: 1.2746284008, output_fired_time: 0.9200117588, propagate_forward_time: 40.6161460876, propagate_backward_time: 58.1320190430, weight_update_time: 0.1402798593, other_time: 2.6793479919
epoch time: 8.7706222534s, input_fired_time: 0.1434871554, output_fired_time: 0.0000000000, propagate_forward_time: 8.1409368515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861984253
validation[          , genome  6400] predictions:    9715/  10000 (97.15%), best:    9751/10000 (97.51%), error:       922.90997, best error:       798.82013 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 103.5062942505s, input_fired_time: 1.2727274895, output_fired_time: 0.9196650982, propagate_forward_time: 40.5437889099, propagate_backward_time: 58.0999031067, weight_update_time: 0.1406519860, other_time: 2.6702117920
epoch time: 8.7287578583s, input_fired_time: 0.1454772949, output_fired_time: 0.0000000000, propagate_forward_time: 8.0981092453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4851713181
validation[          , genome  6400] predictions:    9743/  10000 (97.43%), best:    9751/10000 (97.51%), error:       845.52448, best error:       798.82013 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 103.6829605103s, input_fired_time: 1.2801189423, output_fired_time: 0.9260425568, propagate_forward_time: 40.5713081360, propagate_backward_time: 58.2235527039, weight_update_time: 0.1408903003, other_time: 2.6819381714
epoch time: 8.7588768005s, input_fired_time: 0.1453492641, output_fired_time: 0.0000000000, propagate_forward_time: 8.1251525879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883747101
validation[          , genome  6400] predictions:    9718/  10000 (97.18%), best:    9751/10000 (97.51%), error:       921.59235, best error:       798.82013 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 103.6504287720s, input_fired_time: 1.2663173676, output_fired_time: 0.9202427864, propagate_forward_time: 40.5945930481, propagate_backward_time: 58.1841087341, weight_update_time: 0.1407698840, other_time: 2.6851654053
epoch time: 8.7510547638s, input_fired_time: 0.1440509558, output_fired_time: 0.0000000000, propagate_forward_time: 8.1196966171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4873075485
validation[          , genome  6400] predictions:    9745/  10000 (97.45%), best:    9751/10000 (97.51%), error:       832.29889, best error:       798.82013 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 103.8090362549s, input_fired_time: 1.2762198448, output_fired_time: 0.9278791547, propagate_forward_time: 40.6198959351, propagate_backward_time: 58.2928619385, weight_update_time: 0.1409403682, other_time: 2.6921768188
epoch time: 8.7539539337s, input_fired_time: 0.1457972527, output_fired_time: 0.0000000000, propagate_forward_time: 8.1215324402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4866237640
validation[          , genome  6400] predictions:    9741/  10000 (97.41%), best:    9751/10000 (97.51%), error:       863.35168, best error:       798.82013 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 103.7079544067s, input_fired_time: 1.2782341242, output_fired_time: 0.9205109477, propagate_forward_time: 40.6216506958, propagate_backward_time: 58.1988754272, weight_update_time: 0.1404317170, other_time: 2.6886825562
epoch time: 8.6812582016s, input_fired_time: 0.1451097578, output_fired_time: 0.0000000000, propagate_forward_time: 8.0517215729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844264984
validation[          , genome  6400] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       774.71979, best error:       774.71979 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 103.9525070190s, input_fired_time: 1.2830158472, output_fired_time: 0.9301735759, propagate_forward_time: 40.6403923035, propagate_backward_time: 58.4165611267, weight_update_time: 0.1419816464, other_time: 2.6823654175
epoch time: 8.7374496460s, input_fired_time: 0.1460038424, output_fired_time: 0.0000000000, propagate_forward_time: 8.1153240204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4761219025
validation[          , genome  6400] predictions:    9763/  10000 (97.63%), best:    9769/10000 (97.69%), error:       780.87744, best error:       774.71979 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 103.6842880249s, input_fired_time: 1.2818315029, output_fired_time: 0.9247149825, propagate_forward_time: 40.6006317139, propagate_backward_time: 58.2025222778, weight_update_time: 0.1411769241, other_time: 2.6745910645
epoch time: 8.7485713959s, input_fired_time: 0.1444643140, output_fired_time: 0.0000000000, propagate_forward_time: 8.1160068512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4881000519
validation[          , genome  6400] predictions:    9737/  10000 (97.37%), best:    9769/10000 (97.69%), error:       819.28967, best error:       774.71979 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 103.6351623535s, input_fired_time: 1.2777273655, output_fired_time: 0.9178740978, propagate_forward_time: 40.6007575989, propagate_backward_time: 58.1659393311, weight_update_time: 0.1402037740, other_time: 2.6728630066
epoch time: 8.8311986923s, input_fired_time: 0.1488113403, output_fired_time: 0.0000000000, propagate_forward_time: 8.1915502548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4908370972
validation[          , genome  6400] predictions:    9726/  10000 (97.26%), best:    9769/10000 (97.69%), error:       852.91388, best error:       774.71979 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 103.7265853882s, input_fired_time: 1.2759921551, output_fired_time: 0.9260729551, propagate_forward_time: 40.6320419312, propagate_backward_time: 58.2254524231, weight_update_time: 0.1401074380, other_time: 2.6670265198
epoch time: 8.7654953003s, input_fired_time: 0.1444996595, output_fired_time: 0.0000000000, propagate_forward_time: 8.1366748810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4843206406
validation[          , genome  6400] predictions:    9743/  10000 (97.43%), best:    9769/10000 (97.69%), error:       850.01727, best error:       774.71979 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 103.6578674316s, input_fired_time: 1.2759649754, output_fired_time: 0.9250712395, propagate_forward_time: 40.5665702820, propagate_backward_time: 58.2038383484, weight_update_time: 0.1407871693, other_time: 2.6864242554
epoch time: 8.7553672791s, input_fired_time: 0.1456313431, output_fired_time: 0.0000000000, propagate_forward_time: 8.1208581924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4888772964
validation[          , genome  6400] predictions:    9758/  10000 (97.58%), best:    9769/10000 (97.69%), error:       817.77466, best error:       774.71979 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 103.5920333862s, input_fired_time: 1.2795863152, output_fired_time: 0.9211915135, propagate_forward_time: 40.5573883057, propagate_backward_time: 58.1502113342, weight_update_time: 0.1407307982, other_time: 2.6836585999
epoch time: 8.7443065643s, input_fired_time: 0.1432082057, output_fired_time: 0.0000000000, propagate_forward_time: 8.1168737411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4842243195
validation[          , genome  6400] predictions:    9745/  10000 (97.45%), best:    9769/10000 (97.69%), error:       824.48621, best error:       774.71979 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 101.7446060181s, input_fired_time: 1.2653353214, output_fired_time: 0.9126998782, propagate_forward_time: 39.7623481750, propagate_backward_time: 57.1492004395, weight_update_time: 0.1384914368, other_time: 2.6550254822
epoch time: 8.7080364227s, input_fired_time: 0.1441277415, output_fired_time: 0.0000000000, propagate_forward_time: 8.0861091614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777994156
validation[          , genome  6400] predictions:    9754/  10000 (97.54%), best:    9769/10000 (97.69%), error:       783.68414, best error:       774.71979 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 101.8492279053s, input_fired_time: 1.2605038881, output_fired_time: 0.9103645682, propagate_forward_time: 39.8572578430, propagate_backward_time: 57.1767387390, weight_update_time: 0.1383696347, other_time: 2.6443634033
epoch time: 8.7515077591s, input_fired_time: 0.1459309757, output_fired_time: 0.0000000000, propagate_forward_time: 8.1209831238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4845933914
validation[          , genome  6400] predictions:    9733/  10000 (97.33%), best:    9769/10000 (97.69%), error:       842.94666, best error:       774.71979 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 102.6880035400s, input_fired_time: 1.2664364576, output_fired_time: 0.9172063470, propagate_forward_time: 40.1766967773, propagate_backward_time: 57.6720848083, weight_update_time: 0.1392825395, other_time: 2.6555824280
epoch time: 8.2152242661s, input_fired_time: 0.1367298365, output_fired_time: 0.0000000000, propagate_forward_time: 7.6098518372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686422348
validation[          , genome  6400] predictions:    9714/  10000 (97.14%), best:    9769/10000 (97.69%), error:      1004.69342, best error:       774.71979 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 103.5547409058s, input_fired_time: 1.2805606127, output_fired_time: 0.9244116545, propagate_forward_time: 40.5027618408, propagate_backward_time: 58.1737899780, weight_update_time: 0.1409774423, other_time: 2.6732177734
epoch time: 8.1319141388s, input_fired_time: 0.1389869452, output_fired_time: 0.0000000000, propagate_forward_time: 7.5282921791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646348953
validation[          , genome  6400] predictions:    9735/  10000 (97.35%), best:    9769/10000 (97.69%), error:       831.19629, best error:       774.71979 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 101.9644622803s, input_fired_time: 1.2575265169, output_fired_time: 0.9127557874, propagate_forward_time: 39.8951759338, propagate_backward_time: 57.2432365417, weight_update_time: 0.1386394203, other_time: 2.6557617188
epoch time: 8.5045442581s, input_fired_time: 0.1421611011, output_fired_time: 0.0000000000, propagate_forward_time: 7.8852620125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771208763
validation[          , genome  6400] predictions:    9776/  10000 (97.76%), best:    9769/10000 (97.69%), error:       785.94397, best error:       774.71979 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 102.1678237915s, input_fired_time: 1.2656979561, output_fired_time: 0.9056925178, propagate_forward_time: 40.0519981384, propagate_backward_time: 57.2926025391, weight_update_time: 0.1385879666, other_time: 2.6518287659
epoch time: 8.7532587051s, input_fired_time: 0.1449781954, output_fired_time: 0.0000000000, propagate_forward_time: 8.1258134842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4824666977
validation[          , genome  6400] predictions:    9715/  10000 (97.15%), best:    9769/10000 (97.69%), error:       909.75397, best error:       774.71979 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 103.1708755493s, input_fired_time: 1.2754360437, output_fired_time: 0.9175949097, propagate_forward_time: 40.4493141174, propagate_backward_time: 57.8622856140, weight_update_time: 0.1399912685, other_time: 2.6662445068
epoch time: 8.7663116455s, input_fired_time: 0.1457807720, output_fired_time: 0.0000000000, propagate_forward_time: 8.1358699799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4846611023
validation[          , genome  6400] predictions:    9723/  10000 (97.23%), best:    9769/10000 (97.69%), error:       883.64282, best error:       774.71979 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 103.7622604370s, input_fired_time: 1.2789276838, output_fired_time: 0.9233203530, propagate_forward_time: 40.6872520447, propagate_backward_time: 58.2076339722, weight_update_time: 0.1403172761, other_time: 2.6651268005
epoch time: 8.7288103104s, input_fired_time: 0.1432018727, output_fired_time: 0.0000000000, propagate_forward_time: 8.1005134583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850950241
validation[          , genome  6400] predictions:    9736/  10000 (97.36%), best:    9769/10000 (97.69%), error:       857.01721, best error:       774.71979 on epoch:    86, 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: 43.6792602539s, input_fired_time: 0.7327995300, output_fired_time: 0.0000000000, propagate_forward_time: 40.4913940430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4550666809
best training[          , genome  6400] predictions:   49663/  50000 (99.33%), best:    9769/10000 (97.69%), error:      1456.25623, best error:       774.71979 on epoch:    86, 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: 8.7247562408s, input_fired_time: 0.1436140090, output_fired_time: 0.0000000000, propagate_forward_time: 8.0960197449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4851226807
   testing[          , genome  6400] predictions:    9765/  10000 (97.65%), best:    9769/10000 (97.69%), error:       787.24200, best error:       774.71979 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:42:26 (72883): called boinc_finish(0)

</stderr_txt>
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