Nameexact_genome_1512568488_42_4520_0
Workunit2593837
Created7 Dec 2017, 10:16:54 UTC
Sent7 Dec 2017, 10:23:28 UTC
Report deadline10 Dec 2017, 21:06:23 UTC
Received7 Dec 2017, 12:31:19 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time2 hours 7 min 18 sec
CPU time2 hours 3 min 8 sec
Validate stateValid
Credit861.62
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.13 MB
Peak swap size154.65 MB
Peak disk usage2.02 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
time: 0.0000000000, propagate_forward_time: 4.8869996071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5000743866
validation[          , genome  4520] predictions:    9584/  10000 (95.84%), best:    9619/10000 (96.19%), error:      1447.78101, best error:      1224.81409 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 66.1537628174s, input_fired_time: 1.0439636707, output_fired_time: 1.0390902758, propagate_forward_time: 24.4279403687, propagate_backward_time: 36.8587837219, weight_update_time: 0.1630688757, other_time: 2.7839851379
epoch time: 5.4640984535s, input_fired_time: 0.1324147135, output_fired_time: 0.0000000000, propagate_forward_time: 4.8455905914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4860930443
validation[          , genome  4520] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1174.91272, best error:      1174.91272 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 66.3141937256s, input_fired_time: 1.0457518101, output_fired_time: 1.0435197353, propagate_forward_time: 24.4295635223, propagate_backward_time: 37.0242080688, weight_update_time: 0.1629766077, other_time: 2.7711486816
epoch time: 5.5431351662s, input_fired_time: 0.1333219260, output_fired_time: 0.0000000000, propagate_forward_time: 4.9155120850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943013191
validation[          , genome  4520] predictions:    9552/  10000 (95.52%), best:    9658/10000 (96.58%), error:      1478.98804, best error:      1174.91272 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 65.9933853149s, input_fired_time: 1.0404118299, output_fired_time: 1.0353490114, propagate_forward_time: 24.3114032745, propagate_backward_time: 36.8339195251, weight_update_time: 0.1609790325, other_time: 2.7722969055
epoch time: 5.5938925743s, input_fired_time: 0.1338869035, output_fired_time: 0.0000000000, propagate_forward_time: 4.9651274681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4948782921
validation[          , genome  4520] predictions:    9635/  10000 (96.35%), best:    9658/10000 (96.58%), error:      1190.24097, best error:      1174.91272 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 66.1406784058s, input_fired_time: 1.0451693535, output_fired_time: 1.0410425663, propagate_forward_time: 24.3318023682, propagate_backward_time: 36.9330635071, weight_update_time: 0.1650484800, other_time: 2.7896003723
epoch time: 5.5218839645s, input_fired_time: 0.1347919405, output_fired_time: 0.0000000000, propagate_forward_time: 4.8933062553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937858582
validation[          , genome  4520] predictions:    9509/  10000 (95.09%), best:    9658/10000 (96.58%), error:      1677.63110, best error:      1174.91272 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 66.3791961670s, input_fired_time: 1.0473116636, output_fired_time: 1.0346126556, propagate_forward_time: 24.4193344116, propagate_backward_time: 37.1069068909, weight_update_time: 0.1642729193, other_time: 2.7710304260
epoch time: 5.2251253128s, input_fired_time: 0.1254783273, output_fired_time: 0.0000000000, propagate_forward_time: 4.6198930740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4797539711
validation[          , genome  4520] predictions:    9553/  10000 (95.53%), best:    9658/10000 (96.58%), error:      1381.35339, best error:      1174.91272 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 65.8879623413s, input_fired_time: 1.0423791409, output_fired_time: 1.0328257084, propagate_forward_time: 24.1627883911, propagate_backward_time: 36.8821601868, weight_update_time: 0.1633256525, other_time: 2.7678070068
epoch time: 5.6508698463s, input_fired_time: 0.1344655901, output_fired_time: 0.0000000000, propagate_forward_time: 5.0243906975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4920134544
validation[          , genome  4520] predictions:    9599/  10000 (95.99%), best:    9658/10000 (96.58%), error:      1301.27795, best error:      1174.91272 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 65.3809890747s, input_fired_time: 1.0305480957, output_fired_time: 1.0245728493, propagate_forward_time: 23.9933872223, propagate_backward_time: 36.5827522278, weight_update_time: 0.1620255709, other_time: 2.7497291565
epoch time: 5.5615558624s, input_fired_time: 0.1342773587, output_fired_time: 0.0000000000, propagate_forward_time: 4.9285812378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986972809
validation[          , genome  4520] predictions:    9660/  10000 (96.60%), best:    9660/10000 (96.60%), error:      1119.38806, best error:      1119.38806 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 66.2971038818s, input_fired_time: 1.0491687059, output_fired_time: 1.0419486761, propagate_forward_time: 24.3422031403, propagate_backward_time: 37.0891952515, weight_update_time: 0.1630046517, other_time: 2.7745895386
epoch time: 5.5390625000s, input_fired_time: 0.1349318027, output_fired_time: 0.0000000000, propagate_forward_time: 4.9078431129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4962878227
validation[          , genome  4520] predictions:    9524/  10000 (95.24%), best:    9660/10000 (96.60%), error:      1574.46753, best error:      1119.38806 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 66.8051452637s, input_fired_time: 1.0459927320, output_fired_time: 1.0395784378, propagate_forward_time: 24.5099468231, propagate_backward_time: 37.4255218506, weight_update_time: 0.1640971154, other_time: 2.7841033936
epoch time: 5.3897562027s, input_fired_time: 0.1309366971, output_fired_time: 0.0000000000, propagate_forward_time: 4.7629470825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4958724976
validation[          , genome  4520] predictions:    9558/  10000 (95.58%), best:    9660/10000 (96.60%), error:      1508.50159, best error:      1119.38806 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 66.6747741699s, input_fired_time: 1.0389666557, output_fired_time: 1.0461046696, propagate_forward_time: 24.4430923462, propagate_backward_time: 37.3733291626, weight_update_time: 0.1626204550, other_time: 2.7732849121
epoch time: 5.5821762085s, input_fired_time: 0.1350586265, output_fired_time: 0.0000000000, propagate_forward_time: 4.9479598999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4991579056
validation[          , genome  4520] predictions:    9622/  10000 (96.22%), best:    9660/10000 (96.60%), error:      1217.34290, best error:      1119.38806 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 66.6230468750s, input_fired_time: 1.0397940874, output_fired_time: 1.0434868336, propagate_forward_time: 24.4617023468, propagate_backward_time: 37.2989692688, weight_update_time: 0.1635415852, other_time: 2.7790946960
epoch time: 5.5856990814s, input_fired_time: 0.1343111545, output_fired_time: 0.0000000000, propagate_forward_time: 4.9570622444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943256378
validation[          , genome  4520] predictions:    9590/  10000 (95.90%), best:    9660/10000 (96.60%), error:      1328.77209, best error:      1119.38806 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 66.6827087402s, input_fired_time: 1.0510506630, output_fired_time: 1.0412671566, propagate_forward_time: 24.4174137115, propagate_backward_time: 37.4135246277, weight_update_time: 0.1631043404, other_time: 2.7594566345
epoch time: 5.4629287720s, input_fired_time: 0.1331287026, output_fired_time: 0.0000000000, propagate_forward_time: 4.8293070793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5004930496
validation[          , genome  4520] predictions:    9590/  10000 (95.90%), best:    9660/10000 (96.60%), error:      1387.95801, best error:      1119.38806 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 67.3807830811s, input_fired_time: 1.0552933216, output_fired_time: 1.0487868786, propagate_forward_time: 24.7181529999, propagate_backward_time: 37.7692909241, weight_update_time: 0.1654575467, other_time: 2.7892570496
epoch time: 5.5009603500s, input_fired_time: 0.1361319423, output_fired_time: 0.0000000000, propagate_forward_time: 4.8583273888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5065011978
validation[          , genome  4520] predictions:    9595/  10000 (95.95%), best:    9660/10000 (96.60%), error:      1323.98059, best error:      1119.38806 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 65.7813720703s, input_fired_time: 1.0396640301, output_fired_time: 1.0219237804, propagate_forward_time: 24.0342254639, propagate_backward_time: 36.9424629211, weight_update_time: 0.1608762294, other_time: 2.7430953979
epoch time: 5.4531621933s, input_fired_time: 0.1284498870, output_fired_time: 0.0000000000, propagate_forward_time: 4.8309378624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937744141
validation[          , genome  4520] predictions:    9602/  10000 (96.02%), best:    9660/10000 (96.60%), error:      1253.31299, best error:      1119.38806 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 65.8320846558s, input_fired_time: 1.0339248180, output_fired_time: 1.0250889063, propagate_forward_time: 24.0683593750, propagate_backward_time: 36.9527130127, weight_update_time: 0.1609608829, other_time: 2.7519950867
epoch time: 5.4998087883s, input_fired_time: 0.1350154579, output_fired_time: 0.0000000000, propagate_forward_time: 4.8683209419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964723587
validation[          , genome  4520] predictions:    9626/  10000 (96.26%), best:    9660/10000 (96.60%), error:      1295.62500, best error:      1119.38806 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 67.2155380249s, input_fired_time: 1.0534727573, output_fired_time: 1.0474287271, propagate_forward_time: 24.5007247925, propagate_backward_time: 37.8161849976, weight_update_time: 0.1650635749, other_time: 2.7977218628
epoch time: 5.6168131828s, input_fired_time: 0.1356391162, output_fired_time: 0.0000000000, propagate_forward_time: 4.9813919067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4997820854
validation[          , genome  4520] predictions:    9614/  10000 (96.14%), best:    9660/10000 (96.60%), error:      1238.56555, best error:      1119.38806 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 67.0771636963s, input_fired_time: 1.0543416739, output_fired_time: 1.0407391787, propagate_forward_time: 24.5680541992, propagate_backward_time: 37.6473197937, weight_update_time: 0.1633015126, other_time: 2.7667045593
epoch time: 5.5418229103s, input_fired_time: 0.1351584196, output_fired_time: 0.0000000000, propagate_forward_time: 4.9124379158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942264557
validation[          , genome  4520] predictions:    9617/  10000 (96.17%), best:    9660/10000 (96.60%), error:      1209.03430, best error:      1119.38806 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 67.3601989746s, input_fired_time: 1.0454385281, output_fired_time: 1.0422891378, propagate_forward_time: 24.5231666565, propagate_backward_time: 37.9639663696, weight_update_time: 0.1652346551, other_time: 2.7853355408
epoch time: 5.5606207848s, input_fired_time: 0.1336536258, output_fired_time: 0.0000000000, propagate_forward_time: 4.9262642860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007028580
validation[          , genome  4520] predictions:    9665/  10000 (96.65%), best:    9665/10000 (96.65%), error:      1069.55798, best error:      1069.55798 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 66.9615859985s, input_fired_time: 1.0474001169, output_fired_time: 1.0404202938, propagate_forward_time: 24.4336643219, propagate_backward_time: 37.6767997742, weight_update_time: 0.1623289436, other_time: 2.7633018494
epoch time: 5.5069894791s, input_fired_time: 0.1345724612, output_fired_time: 0.0000000000, propagate_forward_time: 4.8708949089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015220642
validation[          , genome  4520] predictions:    9417/  10000 (94.17%), best:    9665/10000 (96.65%), error:      1995.00562, best error:      1069.55798 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 68.0264205933s, input_fired_time: 1.0553394556, output_fired_time: 1.0510995388, propagate_forward_time: 24.7840232849, propagate_backward_time: 38.3539237976, weight_update_time: 0.1665327996, other_time: 2.7820358276
epoch time: 5.6390600204s, input_fired_time: 0.1395250708, output_fired_time: 0.0000000000, propagate_forward_time: 5.0031967163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963383675
validation[          , genome  4520] predictions:    9622/  10000 (96.22%), best:    9665/10000 (96.65%), error:      1184.26721, best error:      1069.55798 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 67.5989761353s, input_fired_time: 1.0524331331, output_fired_time: 1.0476438999, propagate_forward_time: 24.5359687805, propagate_backward_time: 38.1845550537, weight_update_time: 0.1643362045, other_time: 2.7783699036
epoch time: 5.5692710876s, input_fired_time: 0.1358515322, output_fired_time: 0.0000000000, propagate_forward_time: 4.9285206795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5048990250
validation[          , genome  4520] predictions:    9637/  10000 (96.37%), best:    9665/10000 (96.65%), error:      1141.30774, best error:      1069.55798 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 66.8282699585s, input_fired_time: 1.0415532589, output_fired_time: 1.0323790312, propagate_forward_time: 24.2375545502, propagate_backward_time: 37.7384605408, weight_update_time: 0.1633028686, other_time: 2.7783241272
epoch time: 5.6166939735s, input_fired_time: 0.1370134354, output_fired_time: 0.0000000000, propagate_forward_time: 4.9794068336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5002737045
validation[          , genome  4520] predictions:    9598/  10000 (95.98%), best:    9665/10000 (96.65%), error:      1374.20557, best error:      1069.55798 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 67.0569000244s, input_fired_time: 1.0498321056, output_fired_time: 1.0378031731, propagate_forward_time: 24.3426265717, propagate_backward_time: 37.8469734192, weight_update_time: 0.1646580100, other_time: 2.7796592712
epoch time: 5.5030865669s, input_fired_time: 0.1321186572, output_fired_time: 0.0000000000, propagate_forward_time: 4.8819813728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4889864922
validation[          , genome  4520] predictions:    9639/  10000 (96.39%), best:    9665/10000 (96.65%), error:      1130.87354, best error:      1069.55798 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 66.6161422729s, input_fired_time: 1.0412234068, output_fired_time: 1.0276837349, propagate_forward_time: 24.1068477631, propagate_backward_time: 37.6824226379, weight_update_time: 0.1624665260, other_time: 2.7579612732
epoch time: 5.4167857170s, input_fired_time: 0.1314268112, output_fired_time: 0.0000000000, propagate_forward_time: 4.7965207100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4888381958
validation[          , genome  4520] predictions:    9642/  10000 (96.42%), best:    9665/10000 (96.65%), error:      1168.64465, best error:      1069.55798 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 67.0000152588s, input_fired_time: 1.0509084463, output_fired_time: 1.0328557491, propagate_forward_time: 24.3135929108, propagate_backward_time: 37.8256988525, weight_update_time: 0.1615870893, other_time: 2.7769622803
epoch time: 5.4508233070s, input_fired_time: 0.1355581135, output_fired_time: 0.0000000000, propagate_forward_time: 4.8201227188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951424599
validation[          , genome  4520] predictions:    9674/  10000 (96.74%), best:    9665/10000 (96.65%), error:      1077.86670, best error:      1069.55798 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 67.5888824463s, input_fired_time: 1.0544905663, output_fired_time: 1.0478240252, propagate_forward_time: 24.5217742920, propagate_backward_time: 38.2029762268, weight_update_time: 0.1630643904, other_time: 2.7618217468
epoch time: 5.5972838402s, input_fired_time: 0.1361007988, output_fired_time: 0.0000000000, propagate_forward_time: 4.9686899185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4924931526
validation[          , genome  4520] predictions:    9617/  10000 (96.17%), best:    9665/10000 (96.65%), error:      1257.57751, best error:      1069.55798 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 67.1644287109s, input_fired_time: 1.0516504049, output_fired_time: 1.0404372215, propagate_forward_time: 24.3351707458, propagate_backward_time: 37.9703788757, weight_update_time: 0.1608415991, other_time: 2.7667922974
epoch time: 5.4840764999s, input_fired_time: 0.1324716806, output_fired_time: 0.0000000000, propagate_forward_time: 4.8582181931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933867455
validation[          , genome  4520] predictions:    9651/  10000 (96.51%), best:    9665/10000 (96.65%), error:      1128.42773, best error:      1069.55798 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 68.1277999878s, input_fired_time: 1.0562624931, output_fired_time: 1.0570740700, propagate_forward_time: 24.7374382019, propagate_backward_time: 38.4858398438, weight_update_time: 0.1630848497, other_time: 2.7911872864
epoch time: 5.4057245255s, input_fired_time: 0.1303695440, output_fired_time: 0.0000000000, propagate_forward_time: 4.7802433968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951114655
validation[          , genome  4520] predictions:    9632/  10000 (96.32%), best:    9665/10000 (96.65%), error:      1201.23413, best error:      1069.55798 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 67.0092544556s, input_fired_time: 1.0451101065, output_fired_time: 1.0392543077, propagate_forward_time: 24.2069435120, propagate_backward_time: 37.9438819885, weight_update_time: 0.1649442166, other_time: 2.7740631104
epoch time: 5.2472581863s, input_fired_time: 0.1298117340, output_fired_time: 0.0000000000, propagate_forward_time: 4.6302251816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872212410
validation[          , genome  4520] predictions:    9624/  10000 (96.24%), best:    9665/10000 (96.65%), error:      1183.64990, best error:      1069.55798 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 68.1122970581s, input_fired_time: 1.0672382116, output_fired_time: 1.0499603748, propagate_forward_time: 24.7257175446, propagate_backward_time: 38.4955787659, weight_update_time: 0.1651085466, other_time: 2.7738075256
epoch time: 5.5207052231s, input_fired_time: 0.1354859620, output_fired_time: 0.0000000000, propagate_forward_time: 4.8906660080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4945530891
validation[          , genome  4520] predictions:    9640/  10000 (96.40%), best:    9665/10000 (96.65%), error:      1141.59460, best error:      1069.55798 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 67.7748413086s, input_fired_time: 1.0517797470, output_fired_time: 1.0477344990, propagate_forward_time: 24.5228633881, propagate_backward_time: 38.3744850159, weight_update_time: 0.1649235785, other_time: 2.7779731750
epoch time: 5.6383795738s, input_fired_time: 0.1359391510, output_fired_time: 0.0000000000, propagate_forward_time: 5.0010342598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5014061928
validation[          , genome  4520] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:       999.98523, best error:       999.98523 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 67.0578994751s, input_fired_time: 1.0524975061, output_fired_time: 1.0319068432, propagate_forward_time: 24.1783866882, propagate_backward_time: 38.0194206238, weight_update_time: 0.1642173231, other_time: 2.7756881714
epoch time: 5.4895901680s, input_fired_time: 0.1367262751, output_fired_time: 0.0000000000, propagate_forward_time: 4.8610410690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918227196
validation[          , genome  4520] predictions:    9678/  10000 (96.78%), best:    9680/10000 (96.80%), error:      1022.17914, best error:       999.98523 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 67.8256988525s, input_fired_time: 1.0567430258, output_fired_time: 1.0439617634, propagate_forward_time: 24.5568218231, propagate_backward_time: 38.3823738098, weight_update_time: 0.1653436869, other_time: 2.7858009338
epoch time: 5.6625633240s, input_fired_time: 0.1358679831, output_fired_time: 0.0000000000, propagate_forward_time: 5.0299563408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4967389107
validation[          , genome  4520] predictions:    9614/  10000 (96.14%), best:    9680/10000 (96.80%), error:      1274.01416, best error:       999.98523 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 67.0022125244s, input_fired_time: 1.0468736887, output_fired_time: 1.0356380939, propagate_forward_time: 24.1955986023, propagate_backward_time: 37.9535560608, weight_update_time: 0.1651303917, other_time: 2.7705459595
epoch time: 5.5699238777s, input_fired_time: 0.1357673854, output_fired_time: 0.0000000000, propagate_forward_time: 4.9407820702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933743477
validation[          , genome  4520] predictions:    9663/  10000 (96.63%), best:    9680/10000 (96.80%), error:      1066.69580, best error:       999.98523 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 67.8812637329s, input_fired_time: 1.0539441109, output_fired_time: 1.0515704155, propagate_forward_time: 24.5594348907, propagate_backward_time: 38.4411125183, weight_update_time: 0.1627238095, other_time: 2.7752037048
epoch time: 5.7016205788s, input_fired_time: 0.1391511261, output_fired_time: 0.0000000000, propagate_forward_time: 5.0657615662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4967079163
validation[          , genome  4520] predictions:    9635/  10000 (96.35%), best:    9680/10000 (96.80%), error:      1202.87207, best error:       999.98523 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 68.6404953003s, input_fired_time: 1.0616270304, output_fired_time: 1.0502493382, propagate_forward_time: 24.8548908234, propagate_backward_time: 38.8883552551, weight_update_time: 0.1631239206, other_time: 2.7853736877
epoch time: 5.7058243752s, input_fired_time: 0.1365962625, output_fired_time: 0.0000000000, propagate_forward_time: 5.0737566948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4954714775
validation[          , genome  4520] predictions:    9611/  10000 (96.11%), best:    9680/10000 (96.80%), error:      1298.30103, best error:       999.98523 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 67.0757522583s, input_fired_time: 1.0486835241, output_fired_time: 1.0279912949, propagate_forward_time: 24.2209396362, propagate_backward_time: 38.0019798279, weight_update_time: 0.1643295437, other_time: 2.7761573792
epoch time: 5.6751070023s, input_fired_time: 0.1323448122, output_fired_time: 0.0000000000, propagate_forward_time: 5.0390648842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5036973953
validation[          , genome  4520] predictions:    9521/  10000 (95.21%), best:    9680/10000 (96.80%), error:      1590.93042, best error:       999.98523 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 67.5957946777s, input_fired_time: 1.0489583015, output_fired_time: 1.0351808071, propagate_forward_time: 24.4214992523, propagate_backward_time: 38.3255691528, weight_update_time: 0.1633114219, other_time: 2.7645874023
epoch time: 5.4209904671s, input_fired_time: 0.1328705549, output_fired_time: 0.0000000000, propagate_forward_time: 4.7848796844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5032401085
validation[          , genome  4520] predictions:    9487/  10000 (94.87%), best:    9680/10000 (96.80%), error:      1620.99426, best error:       999.98523 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 67.8714599609s, input_fired_time: 1.0521190166, output_fired_time: 1.0419291258, propagate_forward_time: 24.4883937836, propagate_backward_time: 38.4892845154, weight_update_time: 0.1668341905, other_time: 2.7997322083
epoch time: 5.5075354576s, input_fired_time: 0.1323510706, output_fired_time: 0.0000000000, propagate_forward_time: 4.8867239952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4884605408
validation[          , genome  4520] predictions:    9671/  10000 (96.71%), best:    9680/10000 (96.80%), error:      1030.47998, best error:       999.98523 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 67.7333526611s, input_fired_time: 1.0506254435, output_fired_time: 1.0371377468, propagate_forward_time: 24.4834785461, propagate_backward_time: 38.3888015747, weight_update_time: 0.1640509069, other_time: 2.7733039856
epoch time: 5.5601491928s, input_fired_time: 0.1376665086, output_fired_time: 0.0000000000, propagate_forward_time: 4.9230737686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994087219
validation[          , genome  4520] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:       995.47003, best error:       995.47003 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 68.1300582886s, input_fired_time: 1.0589786768, output_fired_time: 1.0456784964, propagate_forward_time: 24.5762538910, propagate_backward_time: 38.6598968506, weight_update_time: 0.1645823866, other_time: 2.7892532349
epoch time: 5.4384341240s, input_fired_time: 0.1353773922, output_fired_time: 0.0000000000, propagate_forward_time: 4.8136844635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4893722534
validation[          , genome  4520] predictions:    9574/  10000 (95.74%), best:    9683/10000 (96.83%), error:      1462.26221, best error:       995.47003 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 67.8507308960s, input_fired_time: 1.0538487434, output_fired_time: 1.0498474836, propagate_forward_time: 24.5063457489, propagate_backward_time: 38.4666557312, weight_update_time: 0.1658034772, other_time: 2.7740287781
epoch time: 5.3427248001s, input_fired_time: 0.1347737610, output_fired_time: 0.0000000000, propagate_forward_time: 4.7026147842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5053362846
validation[          , genome  4520] predictions:    9647/  10000 (96.47%), best:    9683/10000 (96.83%), error:      1140.56824, best error:       995.47003 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 67.8652725220s, input_fired_time: 1.0551476479, output_fired_time: 1.0404419899, propagate_forward_time: 24.5106334686, propagate_backward_time: 38.4824028015, weight_update_time: 0.1650898606, other_time: 2.7766456604
epoch time: 5.6031217575s, input_fired_time: 0.1346624196, output_fired_time: 0.0000000000, propagate_forward_time: 4.9711041451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973549843
validation[          , genome  4520] predictions:    9645/  10000 (96.45%), best:    9683/10000 (96.83%), error:      1102.56604, best error:       995.47003 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 68.3698654175s, input_fired_time: 1.0576248169, output_fired_time: 1.0446934700, propagate_forward_time: 24.6645660400, propagate_backward_time: 38.8151359558, weight_update_time: 0.1656369418, other_time: 2.7878456116
epoch time: 5.4609637260s, input_fired_time: 0.1343694776, output_fired_time: 0.0000000000, propagate_forward_time: 4.8305201530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960741997
validation[          , genome  4520] predictions:    9085/  10000 (90.85%), best:    9683/10000 (96.83%), error:      3167.74536, best error:       995.47003 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

resetting weights to those on epoch: 54
epoch time: 67.5135498047s, input_fired_time: 1.0509839058, output_fired_time: 1.0322706699, propagate_forward_time: 24.4009037018, propagate_backward_time: 38.2486534119, weight_update_time: 0.1628475785, other_time: 2.7807350159
epoch time: 5.5080323219s, input_fired_time: 0.1382275075, output_fired_time: 0.0000000000, propagate_forward_time: 4.8661308289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5036740303
validation[          , genome  4520] predictions:    9586/  10000 (95.86%), best:    9683/10000 (96.83%), error:      1355.40332, best error:       995.47003 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 68.2361755371s, input_fired_time: 1.0612657070, output_fired_time: 1.0477770567, propagate_forward_time: 24.6306915283, propagate_backward_time: 38.7078056335, weight_update_time: 0.1627936661, other_time: 2.7886390686
epoch time: 5.5575881004s, input_fired_time: 0.1311432570, output_fired_time: 0.0000000000, propagate_forward_time: 4.9284353256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980096817
validation[          , genome  4520] predictions:    9415/  10000 (94.15%), best:    9683/10000 (96.83%), error:      1893.81616, best error:       995.47003 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 68.0302734375s, input_fired_time: 1.0609639883, output_fired_time: 1.0437558889, propagate_forward_time: 24.5617218018, propagate_backward_time: 38.5793647766, weight_update_time: 0.1636129320, other_time: 2.7844657898
epoch time: 5.6660089493s, input_fired_time: 0.1362481564, output_fired_time: 0.0000000000, propagate_forward_time: 5.0312929153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984679222
validation[          , genome  4520] predictions:    9665/  10000 (96.65%), best:    9683/10000 (96.83%), error:      1037.38599, best error:       995.47003 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 68.2627029419s, input_fired_time: 1.0522302389, output_fired_time: 1.0501303673, propagate_forward_time: 24.6163787842, propagate_backward_time: 38.7622871399, weight_update_time: 0.1651455909, other_time: 2.7816734314
epoch time: 5.2596702576s, input_fired_time: 0.1271899939, output_fired_time: 0.0000000000, propagate_forward_time: 4.6477112770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4847688675
validation[          , genome  4520] predictions:    9647/  10000 (96.47%), best:    9683/10000 (96.83%), error:      1140.57166, best error:       995.47003 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 66.9622726440s, input_fired_time: 1.0411262512, output_fired_time: 1.0246224403, propagate_forward_time: 24.1956176758, propagate_backward_time: 37.9417114258, weight_update_time: 0.1633897573, other_time: 2.7591934204
epoch time: 5.6268739700s, input_fired_time: 0.1369751394, output_fired_time: 0.0000000000, propagate_forward_time: 4.9904899597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994087219
validation[          , genome  4520] predictions:    9638/  10000 (96.38%), best:    9683/10000 (96.83%), error:      1188.20166, best error:       995.47003 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 68.0747451782s, input_fired_time: 1.0537984371, output_fired_time: 1.0478186607, propagate_forward_time: 24.5057392120, propagate_backward_time: 38.6774330139, weight_update_time: 0.1648450047, other_time: 2.7899589539
epoch time: 5.5420923233s, input_fired_time: 0.1347136050, output_fired_time: 0.0000000000, propagate_forward_time: 4.9132704735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4941082001
validation[          , genome  4520] predictions:    9646/  10000 (96.46%), best:    9683/10000 (96.83%), error:      1166.47571, best error:       995.47003 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 68.0635147095s, input_fired_time: 1.0506749153, output_fired_time: 1.0433115959, propagate_forward_time: 24.6076107025, propagate_backward_time: 38.5732421875, weight_update_time: 0.1649623066, other_time: 2.7886734009
epoch time: 5.7005362511s, input_fired_time: 0.1359721273, output_fired_time: 0.0000000000, propagate_forward_time: 5.0674896240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4970746040
validation[          , genome  4520] predictions:    9665/  10000 (96.65%), best:    9683/10000 (96.83%), error:      1072.65186, best error:       995.47003 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 68.1084976196s, input_fired_time: 1.0539872646, output_fired_time: 1.0489112139, propagate_forward_time: 24.5066986084, propagate_backward_time: 38.7047195435, weight_update_time: 0.1658881903, other_time: 2.7941818237
epoch time: 5.6087207794s, input_fired_time: 0.1369332969, output_fired_time: 0.0000000000, propagate_forward_time: 4.9776945114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940929413
validation[          , genome  4520] predictions:    9612/  10000 (96.12%), best:    9683/10000 (96.83%), error:      1259.67188, best error:       995.47003 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 68.3544616699s, input_fired_time: 1.0552541018, output_fired_time: 1.0456142426, propagate_forward_time: 24.6591911316, propagate_backward_time: 38.8075180054, weight_update_time: 0.1641270816, other_time: 2.7868843079
epoch time: 5.5889415741s, input_fired_time: 0.1367093921, output_fired_time: 0.0000000000, propagate_forward_time: 4.9512271881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010051727
validation[          , genome  4520] predictions:    9616/  10000 (96.16%), best:    9683/10000 (96.83%), error:      1171.84180, best error:       995.47003 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 67.3056716919s, input_fired_time: 1.0413104296, output_fired_time: 1.0346297026, propagate_forward_time: 24.1877670288, propagate_backward_time: 38.2711982727, weight_update_time: 0.1619878858, other_time: 2.7707633972
epoch time: 5.5609149933s, input_fired_time: 0.1359672695, output_fired_time: 0.0000000000, propagate_forward_time: 4.9283528328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965949059
validation[          , genome  4520] predictions:    9643/  10000 (96.43%), best:    9683/10000 (96.83%), error:      1118.52612, best error:       995.47003 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 68.4481430054s, input_fired_time: 1.0517979860, output_fired_time: 1.0525501966, propagate_forward_time: 24.6410140991, propagate_backward_time: 38.9160995483, weight_update_time: 0.1650031507, other_time: 2.7866821289
epoch time: 5.5135412216s, input_fired_time: 0.1314259171, output_fired_time: 0.0000000000, propagate_forward_time: 4.8849539757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4971613884
validation[          , genome  4520] predictions:    9598/  10000 (95.98%), best:    9683/10000 (96.83%), error:      1360.19983, best error:       995.47003 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 68.3248291016s, input_fired_time: 1.0577343702, output_fired_time: 1.0432080030, propagate_forward_time: 24.6154823303, propagate_backward_time: 38.8180274963, weight_update_time: 0.1662622392, other_time: 2.7903823853
epoch time: 5.5824651718s, input_fired_time: 0.1358840019, output_fired_time: 0.0000000000, propagate_forward_time: 4.9550318718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4915494919
validation[          , genome  4520] predictions:    9671/  10000 (96.71%), best:    9683/10000 (96.83%), error:      1021.73425, best error:       995.47003 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 67.1452255249s, input_fired_time: 1.0425741673, output_fired_time: 1.0273187160, propagate_forward_time: 24.1240901947, propagate_backward_time: 38.1751518250, weight_update_time: 0.1628204286, other_time: 2.7760887146
epoch time: 5.5306363106s, input_fired_time: 0.1358809024, output_fired_time: 0.0000000000, propagate_forward_time: 4.9031410217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4916143417
validation[          , genome  4520] predictions:    9635/  10000 (96.35%), best:    9683/10000 (96.83%), error:      1136.27124, best error:       995.47003 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 68.0638198853s, input_fired_time: 1.0537739992, output_fired_time: 1.0438456535, propagate_forward_time: 24.5192337036, propagate_backward_time: 38.6629524231, weight_update_time: 0.1654470414, other_time: 2.7840156555
epoch time: 5.5254344940s, input_fired_time: 0.1341442317, output_fired_time: 0.0000000000, propagate_forward_time: 4.9000439644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4912462234
validation[          , genome  4520] predictions:    9677/  10000 (96.77%), best:    9683/10000 (96.83%), error:      1038.89661, best error:       995.47003 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 67.7880935669s, input_fired_time: 1.0536292791, output_fired_time: 1.0423300266, propagate_forward_time: 24.4806594849, propagate_backward_time: 38.4328422546, weight_update_time: 0.1630638540, other_time: 2.7786369324
epoch time: 5.4780378342s, input_fired_time: 0.1336901039, output_fired_time: 0.0000000000, propagate_forward_time: 4.8453540802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989938736
validation[          , genome  4520] predictions:    9652/  10000 (96.52%), best:    9683/10000 (96.83%), error:      1140.68835, best error:       995.47003 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 67.3492584229s, input_fired_time: 1.0500099659, output_fired_time: 1.0279313326, propagate_forward_time: 24.2855224609, propagate_backward_time: 38.2074356079, weight_update_time: 0.1625721753, other_time: 2.7783584595
epoch time: 5.4912161827s, input_fired_time: 0.1337604672, output_fired_time: 0.0000000000, propagate_forward_time: 4.8643150330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931406975
validation[          , genome  4520] predictions:    9622/  10000 (96.22%), best:    9683/10000 (96.83%), error:      1221.52539, best error:       995.47003 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 68.0910339355s, input_fired_time: 1.0473494530, output_fired_time: 1.0378344059, propagate_forward_time: 24.5465011597, propagate_backward_time: 38.6606712341, weight_update_time: 0.1647979617, other_time: 2.7986793518
epoch time: 5.5044431686s, input_fired_time: 0.1335582733, output_fired_time: 0.0000000000, propagate_forward_time: 4.8753437996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955410957
validation[          , genome  4520] predictions:    9665/  10000 (96.65%), best:    9683/10000 (96.83%), error:      1086.90808, best error:       995.47003 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 68.3332214355s, input_fired_time: 1.0535840988, output_fired_time: 1.0441148281, propagate_forward_time: 24.5982437134, propagate_backward_time: 38.8377685547, weight_update_time: 0.1659936905, other_time: 2.7995147705
epoch time: 5.5874953270s, input_fired_time: 0.1375828087, output_fired_time: 0.0000000000, propagate_forward_time: 4.9578070641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921054840
validation[          , genome  4520] predictions:    9598/  10000 (95.98%), best:    9683/10000 (96.83%), error:      1273.46716, best error:       995.47003 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 68.0101776123s, input_fired_time: 1.0505919456, output_fired_time: 1.0473767519, propagate_forward_time: 24.4507389069, propagate_backward_time: 38.6855010986, weight_update_time: 0.1635101289, other_time: 2.7759704590
epoch time: 5.5372443199s, input_fired_time: 0.1349580586, output_fired_time: 0.0000000000, propagate_forward_time: 4.9057612419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965248108
validation[          , genome  4520] predictions:    9661/  10000 (96.61%), best:    9683/10000 (96.83%), error:      1083.96655, best error:       995.47003 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 67.8751525879s, input_fired_time: 1.0503538847, output_fired_time: 1.0413537025, propagate_forward_time: 24.4724502563, propagate_backward_time: 38.5363655090, weight_update_time: 0.1652862877, other_time: 2.7746315002
epoch time: 5.6399641037s, input_fired_time: 0.1349108517, output_fired_time: 0.0000000000, propagate_forward_time: 5.0119032860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931497574
validation[          , genome  4520] predictions:    9665/  10000 (96.65%), best:    9683/10000 (96.83%), error:      1107.20789, best error:       995.47003 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 67.8229141235s, input_fired_time: 1.0447832346, output_fired_time: 1.0432124138, propagate_forward_time: 24.4247322083, propagate_backward_time: 38.5141105652, weight_update_time: 0.1667063534, other_time: 2.7960739136
epoch time: 5.5408158302s, input_fired_time: 0.1341647953, output_fired_time: 0.0000000000, propagate_forward_time: 4.9091820717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974689484
validation[          , genome  4520] predictions:    9647/  10000 (96.47%), best:    9683/10000 (96.83%), error:      1158.67981, best error:       995.47003 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 67.2176971436s, input_fired_time: 1.0408163071, output_fired_time: 1.0266013145, propagate_forward_time: 24.1853103638, propagate_backward_time: 38.2124900818, weight_update_time: 0.1658107191, other_time: 2.7524757385
epoch time: 5.3939685822s, input_fired_time: 0.1345613450, output_fired_time: 0.0000000000, propagate_forward_time: 4.7673158646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4920911789
validation[          , genome  4520] predictions:    9621/  10000 (96.21%), best:    9683/10000 (96.83%), error:      1225.70117, best error:       995.47003 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 67.6768875122s, input_fired_time: 1.0500961542, output_fired_time: 1.0404080153, propagate_forward_time: 24.4089088440, propagate_backward_time: 38.3940467834, weight_update_time: 0.1632633805, other_time: 2.7834320068
epoch time: 5.5977282524s, input_fired_time: 0.1376291066, output_fired_time: 0.0000000000, propagate_forward_time: 4.9540233612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5060758591
validation[          , genome  4520] predictions:    9577/  10000 (95.77%), best:    9683/10000 (96.83%), error:      1345.46631, best error:       995.47003 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 67.7145462036s, input_fired_time: 1.0434374809, output_fired_time: 1.0391525030, propagate_forward_time: 24.3538990021, propagate_backward_time: 38.4914894104, weight_update_time: 0.1653295457, other_time: 2.7865715027
epoch time: 5.5724711418s, input_fired_time: 0.1389490664, output_fired_time: 0.0000000000, propagate_forward_time: 4.9310975075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5024247169
validation[          , genome  4520] predictions:    9631/  10000 (96.31%), best:    9683/10000 (96.83%), error:      1161.10938, best error:       995.47003 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 67.4849243164s, input_fired_time: 1.0420873165, output_fired_time: 1.0346326828, propagate_forward_time: 24.2974319458, propagate_backward_time: 38.3115806580, weight_update_time: 0.1672504693, other_time: 2.7991981506
epoch time: 5.1358232498s, input_fired_time: 0.1230596378, output_fired_time: 0.0000000000, propagate_forward_time: 4.5345549583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4782085419
validation[          , genome  4520] predictions:    9511/  10000 (95.11%), best:    9683/10000 (96.83%), error:      1607.50769, best error:       995.47003 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 67.4847335815s, input_fired_time: 1.0403078794, output_fired_time: 1.0323942900, propagate_forward_time: 24.2888679504, propagate_backward_time: 38.3531990051, weight_update_time: 0.1654269397, other_time: 2.7699661255
epoch time: 5.5805134773s, input_fired_time: 0.1381611526, output_fired_time: 0.0000000000, propagate_forward_time: 4.9420990944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5002532005
validation[          , genome  4520] predictions:    9650/  10000 (96.50%), best:    9683/10000 (96.83%), error:      1057.72241, best error:       995.47003 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 67.4096984863s, input_fired_time: 1.0448827744, output_fired_time: 1.0426859856, propagate_forward_time: 24.2294979095, propagate_backward_time: 38.3108863831, weight_update_time: 0.1645517647, other_time: 2.7817420959
epoch time: 5.2923660278s, input_fired_time: 0.1295338869, output_fired_time: 0.0000000000, propagate_forward_time: 4.6840615273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4787707329
validation[          , genome  4520] predictions:    9655/  10000 (96.55%), best:    9683/10000 (96.83%), error:      1086.71692, best error:       995.47003 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 67.4469604492s, input_fired_time: 1.0388846397, output_fired_time: 1.0415569544, propagate_forward_time: 24.2735157013, propagate_backward_time: 38.3070907593, weight_update_time: 0.1630158871, other_time: 2.7859115601
epoch time: 5.6374392509s, input_fired_time: 0.1370148212, output_fired_time: 0.0000000000, propagate_forward_time: 5.0053281784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4950962067
validation[          , genome  4520] predictions:    9638/  10000 (96.38%), best:    9683/10000 (96.83%), error:      1128.53357, best error:       995.47003 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 68.1923675537s, input_fired_time: 1.0607166290, output_fired_time: 1.0511190891, propagate_forward_time: 24.5056152344, propagate_backward_time: 38.7690734863, weight_update_time: 0.1670648158, other_time: 2.8058471680
epoch time: 5.5750069618s, input_fired_time: 0.1389561594, output_fired_time: 0.0000000000, propagate_forward_time: 4.9454851151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4905657768
validation[          , genome  4520] predictions:    9670/  10000 (96.70%), best:    9683/10000 (96.83%), error:      1010.83954, best error:       995.47003 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 68.0857543945s, input_fired_time: 1.0385557413, output_fired_time: 1.0523711443, propagate_forward_time: 24.5797443390, propagate_backward_time: 38.6103515625, weight_update_time: 0.1659540087, other_time: 2.8047332764
epoch time: 5.6129741669s, input_fired_time: 0.1352059990, output_fired_time: 0.0000000000, propagate_forward_time: 4.9805502892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4972176552
validation[          , genome  4520] predictions:    9574/  10000 (95.74%), best:    9683/10000 (96.83%), error:      1394.52466, best error:       995.47003 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 68.1838760376s, input_fired_time: 1.0452805758, output_fired_time: 1.0464333296, propagate_forward_time: 24.6437816620, propagate_backward_time: 38.6414642334, weight_update_time: 0.1679307222, other_time: 2.8069152832
epoch time: 5.4949903488s, input_fired_time: 0.1339973211, output_fired_time: 0.0000000000, propagate_forward_time: 4.8659219742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4950709343
validation[          , genome  4520] predictions:    9524/  10000 (95.24%), best:    9683/10000 (96.83%), error:      1520.98242, best error:       995.47003 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 67.7612762451s, input_fired_time: 1.0441015959, output_fired_time: 1.0429810286, propagate_forward_time: 24.5150318146, propagate_backward_time: 38.3860549927, weight_update_time: 0.1645032316, other_time: 2.7731094360
epoch time: 5.5411248207s, input_fired_time: 0.1372778565, output_fired_time: 0.0000000000, propagate_forward_time: 4.9085483551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952983856
validation[          , genome  4520] predictions:    9653/  10000 (96.53%), best:    9683/10000 (96.83%), error:      1122.60474, best error:       995.47003 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 67.1075210571s, input_fired_time: 1.0385193825, output_fired_time: 1.0330083370, propagate_forward_time: 24.2305412292, propagate_backward_time: 38.0103759766, weight_update_time: 0.1662189960, other_time: 2.7950782776
epoch time: 5.4653096199s, input_fired_time: 0.1308984011, output_fired_time: 0.0000000000, propagate_forward_time: 4.8351273537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4992837906
validation[          , genome  4520] predictions:    9600/  10000 (96.00%), best:    9683/10000 (96.83%), error:      1320.70227, best error:       995.47003 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 67.2868270874s, input_fired_time: 1.0398402214, output_fired_time: 1.0349446535, propagate_forward_time: 24.2496261597, propagate_backward_time: 38.1592102051, weight_update_time: 0.1700668484, other_time: 2.8032073975
epoch time: 5.5886063576s, input_fired_time: 0.1346655190, output_fired_time: 0.0000000000, propagate_forward_time: 4.9562277794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977130890
validation[          , genome  4520] predictions:    9652/  10000 (96.52%), best:    9683/10000 (96.83%), error:      1088.83069, best error:       995.47003 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 67.2175216675s, input_fired_time: 1.0418833494, output_fired_time: 1.0403345823, propagate_forward_time: 24.2895469666, propagate_backward_time: 38.0770072937, weight_update_time: 0.1680371910, other_time: 2.7687454224
epoch time: 5.2327117920s, input_fired_time: 0.1299888790, output_fired_time: 0.0000000000, propagate_forward_time: 4.6215090752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812140465
validation[          , genome  4520] predictions:    9621/  10000 (96.21%), best:    9683/10000 (96.83%), error:      1261.36084, best error:       995.47003 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 67.7536163330s, input_fired_time: 1.0393909216, output_fired_time: 1.0416133404, propagate_forward_time: 24.5173377991, propagate_backward_time: 38.3787536621, weight_update_time: 0.1679890305, other_time: 2.7765235901
epoch time: 5.2554893494s, input_fired_time: 0.1271378994, output_fired_time: 0.0000000000, propagate_forward_time: 4.6473793983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4809718132
validation[          , genome  4520] predictions:    9620/  10000 (96.20%), best:    9683/10000 (96.83%), error:      1251.32605, best error:       995.47003 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 67.8838119507s, input_fired_time: 1.0401653051, output_fired_time: 1.0483086109, propagate_forward_time: 24.4574050903, propagate_backward_time: 38.5613136292, weight_update_time: 0.1678172499, other_time: 2.7766151428
epoch time: 5.6407217979s, input_fired_time: 0.1359512508, output_fired_time: 0.0000000000, propagate_forward_time: 5.0027923584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5019783974
validation[          , genome  4520] predictions:    9650/  10000 (96.50%), best:    9683/10000 (96.83%), error:      1127.60486, best error:       995.47003 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 67.5851516724s, input_fired_time: 1.0492230654, output_fired_time: 1.0331586599, propagate_forward_time: 24.4918060303, propagate_backward_time: 38.2327156067, weight_update_time: 0.1694162488, other_time: 2.7782478333
epoch time: 5.2998380661s, input_fired_time: 0.1279441565, output_fired_time: 0.0000000000, propagate_forward_time: 4.6813702583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4905238152
validation[          , genome  4520] predictions:    9483/  10000 (94.83%), best:    9683/10000 (96.83%), error:      1585.82324, best error:       995.47003 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 68.1144256592s, input_fired_time: 1.0536992550, output_fired_time: 1.0486499071, propagate_forward_time: 24.5570774078, propagate_backward_time: 38.6678581238, weight_update_time: 0.1710391343, other_time: 2.7871437073
epoch time: 5.5983223915s, input_fired_time: 0.1332070976, output_fired_time: 0.0000000000, propagate_forward_time: 4.9675707817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975442886
validation[          , genome  4520] predictions:    9676/  10000 (96.76%), best:    9683/10000 (96.83%), error:      1051.37769, best error:       995.47003 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 67.0860900879s, input_fired_time: 1.0281575918, output_fired_time: 1.0358169079, propagate_forward_time: 24.2380199432, propagate_backward_time: 38.0128860474, weight_update_time: 0.1669467539, other_time: 2.7712020874
epoch time: 5.5004391670s, input_fired_time: 0.1354926974, output_fired_time: 0.0000000000, propagate_forward_time: 4.8580703735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068759918
validation[          , genome  4520] predictions:    9672/  10000 (96.72%), best:    9683/10000 (96.83%), error:      1057.14514, best error:       995.47003 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 66.4536666870s, input_fired_time: 1.0296077728, output_fired_time: 1.0140632391, propagate_forward_time: 23.9123668671, propagate_backward_time: 37.7447776794, weight_update_time: 0.1669628918, other_time: 2.7528495789
epoch time: 5.3351025581s, input_fired_time: 0.1296029389, output_fired_time: 0.0000000000, propagate_forward_time: 4.7201824188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4853172302
validation[          , genome  4520] predictions:    9649/  10000 (96.49%), best:    9683/10000 (96.83%), error:      1182.16833, best error:       995.47003 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 66.9200592041s, input_fired_time: 1.0366421938, output_fired_time: 1.0307413340, propagate_forward_time: 24.1874198914, propagate_backward_time: 37.8927040100, weight_update_time: 0.1681295782, other_time: 2.7725524902
epoch time: 5.4081335068s, input_fired_time: 0.1295107901, output_fired_time: 0.0000000000, propagate_forward_time: 4.7935461998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850764275
validation[          , genome  4520] predictions:    9678/  10000 (96.78%), best:    9683/10000 (96.83%), error:      1068.22925, best error:       995.47003 on epoch:    54, 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: 28.1149559021s, input_fired_time: 0.6955743432, output_fired_time: 0.0000000000, propagate_forward_time: 24.8782234192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5411586761
best training[          , genome  4520] predictions:   49093/  50000 (98.19%), best:    9683/10000 (96.83%), error:      3168.85156, best error:       995.47003 on epoch:    54, 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: 5.4098634720s, input_fired_time: 0.1338806748, output_fired_time: 0.0000000000, propagate_forward_time: 4.7633819580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5126008987
   testing[          , genome  4520] predictions:    9724/  10000 (97.24%), best:    9683/10000 (96.83%), error:       962.10162, best error:       995.47003 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:30:52 (5728): called boinc_finish(0)

</stderr_txt>
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