Nameexact_genome_1512568488_44_3556_0
Workunit2589084
Created7 Dec 2017, 5:22:51 UTC
Sent7 Dec 2017, 5:31:33 UTC
Report deadline10 Dec 2017, 5:40:24 UTC
Received7 Dec 2017, 7:21:06 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 hours 49 min 1 sec
CPU time1 hours 43 min 4 sec
Validate stateValid
Credit751.54
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.47 MB
Peak swap size151.93 MB
Peak disk usage1.47 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0837904662, output_fired_time: 0.0000000000, propagate_forward_time: 4.2041263580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4493889809
validation[          , genome  3556] predictions:    9571/  10000 (95.71%), best:    9565/10000 (95.65%), error:      1476.39758, best error:      1457.13513 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 55.9011573792s, input_fired_time: 0.6539714932, output_fired_time: 0.6870870590, propagate_forward_time: 20.5079631805, propagate_backward_time: 31.5813465118, weight_update_time: 0.1415591687, other_time: 2.4707851410
epoch time: 4.7874679565s, input_fired_time: 0.0817537829, output_fired_time: 0.0000000000, propagate_forward_time: 4.2549748421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4507393837
validation[          , genome  3556] predictions:    9562/  10000 (95.62%), best:    9565/10000 (95.65%), error:      1490.64502, best error:      1457.13513 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 55.8909568787s, input_fired_time: 0.6565984488, output_fired_time: 0.6857747436, propagate_forward_time: 20.4241695404, propagate_backward_time: 31.6463031769, weight_update_time: 0.1435143948, other_time: 2.4781093597
epoch time: 4.7906274796s, input_fired_time: 0.0827661306, output_fired_time: 0.0000000000, propagate_forward_time: 4.2579874992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498739243
validation[          , genome  3556] predictions:    9554/  10000 (95.54%), best:    9565/10000 (95.65%), error:      1476.37952, best error:      1457.13513 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 56.5766410828s, input_fired_time: 0.6586007476, output_fired_time: 0.6943639517, propagate_forward_time: 20.7651596069, propagate_backward_time: 31.9758987427, weight_update_time: 0.1443358213, other_time: 2.4826202393
epoch time: 4.7813410759s, input_fired_time: 0.0835189521, output_fired_time: 0.0000000000, propagate_forward_time: 4.2510199547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4468021393
validation[          , genome  3556] predictions:    9616/  10000 (96.16%), best:    9616/10000 (96.16%), error:      1331.44421, best error:      1331.44421 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 55.9922714233s, input_fired_time: 0.6617973447, output_fired_time: 0.6847085953, propagate_forward_time: 20.5987567902, propagate_backward_time: 31.5594367981, weight_update_time: 0.1424530745, other_time: 2.4875755310
epoch time: 4.4702672958s, input_fired_time: 0.0806127787, output_fired_time: 0.0000000000, propagate_forward_time: 3.9557633400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4338912964
validation[          , genome  3556] predictions:    9571/  10000 (95.71%), best:    9616/10000 (96.16%), error:      1420.25757, best error:      1331.44421 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 56.4542846680s, input_fired_time: 0.6608181000, output_fired_time: 0.6921196580, propagate_forward_time: 20.7107315063, propagate_backward_time: 31.8848800659, weight_update_time: 0.1439894438, other_time: 2.5057334900
epoch time: 4.1456866264s, input_fired_time: 0.0734724477, output_fired_time: 0.0000000000, propagate_forward_time: 3.6622719765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4099421501
validation[          , genome  3556] predictions:    9596/  10000 (95.96%), best:    9616/10000 (96.16%), error:      1407.43115, best error:      1331.44421 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 55.7542762756s, input_fired_time: 0.6558337212, output_fired_time: 0.6799060702, propagate_forward_time: 20.4227008820, propagate_backward_time: 31.5163211823, weight_update_time: 0.1435744911, other_time: 2.4795131683
epoch time: 4.4400458336s, input_fired_time: 0.0785635561, output_fired_time: 0.0000000000, propagate_forward_time: 3.9249460697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365360737
validation[          , genome  3556] predictions:    9578/  10000 (95.78%), best:    9616/10000 (96.16%), error:      1427.24731, best error:      1331.44421 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 56.3290023804s, input_fired_time: 0.6562099457, output_fired_time: 0.6891239285, propagate_forward_time: 20.6037216187, propagate_backward_time: 31.8873214722, weight_update_time: 0.1445667446, other_time: 2.4926223755
epoch time: 4.6474156380s, input_fired_time: 0.0815044194, output_fired_time: 0.0000000000, propagate_forward_time: 4.1158909798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500203133
validation[          , genome  3556] predictions:    9573/  10000 (95.73%), best:    9616/10000 (96.16%), error:      1448.02966, best error:      1331.44421 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 54.9336929321s, input_fired_time: 0.6492374539, output_fired_time: 0.6728821397, propagate_forward_time: 20.0616550446, propagate_backward_time: 31.0896167755, weight_update_time: 0.1432690918, other_time: 2.4603023529
epoch time: 4.1605634689s, input_fired_time: 0.0753150955, output_fired_time: 0.0000000000, propagate_forward_time: 3.6681272984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171211720
validation[          , genome  3556] predictions:    9588/  10000 (95.88%), best:    9616/10000 (96.16%), error:      1370.99304, best error:      1331.44421 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 55.7602348328s, input_fired_time: 0.6528517008, output_fired_time: 0.6843604445, propagate_forward_time: 20.4101009369, propagate_backward_time: 31.5409278870, weight_update_time: 0.1437259018, other_time: 2.4719963074
epoch time: 4.8397393227s, input_fired_time: 0.0833261609, output_fired_time: 0.0000000000, propagate_forward_time: 4.3080754280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4483375549
validation[          , genome  3556] predictions:    9606/  10000 (96.06%), best:    9606/10000 (96.06%), error:      1297.15186, best error:      1297.15186 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 54.8428840637s, input_fired_time: 0.6508161426, output_fired_time: 0.6749871969, propagate_forward_time: 20.0232086182, propagate_backward_time: 31.0440769196, weight_update_time: 0.1429450661, other_time: 2.4497928619
epoch time: 4.6825914383s, input_fired_time: 0.0800959095, output_fired_time: 0.0000000000, propagate_forward_time: 4.1584329605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4440627098
validation[          , genome  3556] predictions:    9604/  10000 (96.04%), best:    9606/10000 (96.06%), error:      1355.93323, best error:      1297.15186 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 56.7948913574s, input_fired_time: 0.6629621983, output_fired_time: 0.6955357194, propagate_forward_time: 20.8826789856, propagate_backward_time: 32.0494346619, weight_update_time: 0.1476519406, other_time: 2.5042762756
epoch time: 4.3918490410s, input_fired_time: 0.0779937953, output_fired_time: 0.0000000000, propagate_forward_time: 3.8809175491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4329376221
validation[          , genome  3556] predictions:    9543/  10000 (95.43%), best:    9606/10000 (96.06%), error:      1552.84290, best error:      1297.15186 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 56.0493164063s, input_fired_time: 0.6557052135, output_fired_time: 0.6818878651, propagate_forward_time: 20.5697937012, propagate_backward_time: 31.6601333618, weight_update_time: 0.1457995474, other_time: 2.4817962646
epoch time: 4.7094802856s, input_fired_time: 0.0850272253, output_fired_time: 0.0000000000, propagate_forward_time: 4.1662306786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582223892
validation[          , genome  3556] predictions:    9593/  10000 (95.93%), best:    9606/10000 (96.06%), error:      1370.81665, best error:      1297.15186 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 55.4523391724s, input_fired_time: 0.6524971724, output_fired_time: 0.6776793003, propagate_forward_time: 20.3219356537, propagate_backward_time: 31.3455085754, weight_update_time: 0.1437694728, other_time: 2.4547157288
epoch time: 4.6508059502s, input_fired_time: 0.0822791234, output_fired_time: 0.0000000000, propagate_forward_time: 4.1047883034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637384415
validation[          , genome  3556] predictions:    9582/  10000 (95.82%), best:    9606/10000 (96.06%), error:      1406.43274, best error:      1297.15186 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 56.3726730347s, input_fired_time: 0.6714195609, output_fired_time: 0.6871340275, propagate_forward_time: 20.6848697662, propagate_backward_time: 31.8453464508, weight_update_time: 0.1458764821, other_time: 2.4839000702
epoch time: 4.6787176132s, input_fired_time: 0.0819389746, output_fired_time: 0.0000000000, propagate_forward_time: 4.1506662369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4461126328
validation[          , genome  3556] predictions:    9587/  10000 (95.87%), best:    9606/10000 (96.06%), error:      1370.37524, best error:      1297.15186 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 55.8871078491s, input_fired_time: 0.6573433876, output_fired_time: 0.6871922612, propagate_forward_time: 20.5189437866, propagate_backward_time: 31.5459709167, weight_update_time: 0.1421245486, other_time: 2.4776573181
epoch time: 4.6635589600s, input_fired_time: 0.0823062882, output_fired_time: 0.0000000000, propagate_forward_time: 4.1183447838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4629077911
validation[          , genome  3556] predictions:    9593/  10000 (95.93%), best:    9606/10000 (96.06%), error:      1410.38318, best error:      1297.15186 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 55.9276390076s, input_fired_time: 0.6581820250, output_fired_time: 0.6849167347, propagate_forward_time: 20.4568252563, propagate_backward_time: 31.6458740234, weight_update_time: 0.1437641531, other_time: 2.4818420410
epoch time: 4.6844029427s, input_fired_time: 0.0824553594, output_fired_time: 0.0000000000, propagate_forward_time: 4.1576495171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442982674
validation[          , genome  3556] predictions:    9566/  10000 (95.66%), best:    9606/10000 (96.06%), error:      1402.70874, best error:      1297.15186 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 54.5429382324s, input_fired_time: 0.6438640356, output_fired_time: 0.6649921536, propagate_forward_time: 19.9484348297, propagate_backward_time: 30.8518600464, weight_update_time: 0.1422455758, other_time: 2.4337844849
epoch time: 4.6586971283s, input_fired_time: 0.0823311955, output_fired_time: 0.0000000000, propagate_forward_time: 4.1357831955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405827522
validation[          , genome  3556] predictions:    9551/  10000 (95.51%), best:    9606/10000 (96.06%), error:      1470.53186, best error:      1297.15186 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 55.9166831970s, input_fired_time: 0.6606307030, output_fired_time: 0.6862288117, propagate_forward_time: 20.4655017853, propagate_backward_time: 31.6140899658, weight_update_time: 0.1434627920, other_time: 2.4902343750
epoch time: 4.2324490547s, input_fired_time: 0.0762722492, output_fired_time: 0.0000000000, propagate_forward_time: 3.7389991283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171774387
validation[          , genome  3556] predictions:    9561/  10000 (95.61%), best:    9606/10000 (96.06%), error:      1412.70801, best error:      1297.15186 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 56.8365745544s, input_fired_time: 0.6701545715, output_fired_time: 0.6925884485, propagate_forward_time: 20.8076553345, propagate_backward_time: 32.1605606079, weight_update_time: 0.1468688846, other_time: 2.5056152344
epoch time: 4.5876693726s, input_fired_time: 0.0806323066, output_fired_time: 0.0000000000, propagate_forward_time: 4.0625667572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444704056
validation[          , genome  3556] predictions:    9621/  10000 (96.21%), best:    9606/10000 (96.06%), error:      1327.80334, best error:      1297.15186 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 55.7398033142s, input_fired_time: 0.6567769647, output_fired_time: 0.6819587946, propagate_forward_time: 20.4324550629, propagate_backward_time: 31.4873790741, weight_update_time: 0.1428052783, other_time: 2.4812335968
epoch time: 4.6542096138s, input_fired_time: 0.0834165365, output_fired_time: 0.0000000000, propagate_forward_time: 4.1283822060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424109459
validation[          , genome  3556] predictions:    9595/  10000 (95.95%), best:    9606/10000 (96.06%), error:      1301.06055, best error:      1297.15186 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 56.0343933105s, input_fired_time: 0.6573069096, output_fired_time: 0.6852087975, propagate_forward_time: 20.5147991180, propagate_backward_time: 31.6928730011, weight_update_time: 0.1431368440, other_time: 2.4842052460
epoch time: 4.4888367653s, input_fired_time: 0.0804262161, output_fired_time: 0.0000000000, propagate_forward_time: 3.9743020535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4341084957
validation[          , genome  3556] predictions:    9609/  10000 (96.09%), best:    9606/10000 (96.06%), error:      1315.39233, best error:      1297.15186 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 55.6103286743s, input_fired_time: 0.6564299464, output_fired_time: 0.6761583090, propagate_forward_time: 20.4288234711, propagate_backward_time: 31.3841991425, weight_update_time: 0.1427922398, other_time: 2.4647159576
epoch time: 4.6814794540s, input_fired_time: 0.0810419545, output_fired_time: 0.0000000000, propagate_forward_time: 4.1484613419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519762993
validation[          , genome  3556] predictions:    9616/  10000 (96.16%), best:    9606/10000 (96.06%), error:      1309.99744, best error:      1297.15186 on epoch:    23, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 55.9368400574s, input_fired_time: 0.6610069871, output_fired_time: 0.6903173327, propagate_forward_time: 20.4734687805, propagate_backward_time: 31.6206226349, weight_update_time: 0.1449586302, other_time: 2.4914226532
epoch time: 4.6665692329s, input_fired_time: 0.0831988305, output_fired_time: 0.0000000000, propagate_forward_time: 4.1344709396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488992691
validation[          , genome  3556] predictions:    9605/  10000 (96.05%), best:    9606/10000 (96.06%), error:      1337.39966, best error:      1297.15186 on epoch:    23, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 56.3115577698s, input_fired_time: 0.6646186709, output_fired_time: 0.6918252707, propagate_forward_time: 20.5864582062, propagate_backward_time: 31.8630065918, weight_update_time: 0.1444100887, other_time: 2.5056457520
epoch time: 4.5087461472s, input_fired_time: 0.0819327161, output_fired_time: 0.0000000000, propagate_forward_time: 3.9949727058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318408966
validation[          , genome  3556] predictions:    9566/  10000 (95.66%), best:    9606/10000 (96.06%), error:      1501.59387, best error:      1297.15186 on epoch:    23, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 55.7752189636s, input_fired_time: 0.6602662802, output_fired_time: 0.6817894578, propagate_forward_time: 20.4507923126, propagate_backward_time: 31.4996967316, weight_update_time: 0.1439653188, other_time: 2.4826717377
epoch time: 4.5082831383s, input_fired_time: 0.0798991546, output_fired_time: 0.0000000000, propagate_forward_time: 3.9936232567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347605705
validation[          , genome  3556] predictions:    9607/  10000 (96.07%), best:    9606/10000 (96.06%), error:      1349.87708, best error:      1297.15186 on epoch:    23, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 56.5447082520s, input_fired_time: 0.6618525982, output_fired_time: 0.6890057325, propagate_forward_time: 20.7390995026, propagate_backward_time: 31.9693508148, weight_update_time: 0.1431284100, other_time: 2.4853992462
epoch time: 4.6266851425s, input_fired_time: 0.0815253630, output_fired_time: 0.0000000000, propagate_forward_time: 4.0921716690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529881477
validation[          , genome  3556] predictions:    9617/  10000 (96.17%), best:    9617/10000 (96.17%), error:      1274.52942, best error:      1274.52942 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 56.6319313049s, input_fired_time: 0.6661121249, output_fired_time: 0.6940064430, propagate_forward_time: 20.8431434631, propagate_backward_time: 31.9432010651, weight_update_time: 0.1452403814, other_time: 2.4854679108
epoch time: 4.6933989525s, input_fired_time: 0.0845468417, output_fired_time: 0.0000000000, propagate_forward_time: 4.1625685692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4462833405
validation[          , genome  3556] predictions:    9620/  10000 (96.20%), best:    9617/10000 (96.17%), error:      1357.31177, best error:      1274.52942 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 56.7175102234s, input_fired_time: 0.6689656973, output_fired_time: 0.6956574321, propagate_forward_time: 20.8480434418, propagate_backward_time: 32.0132102966, weight_update_time: 0.1420408636, other_time: 2.4916343689
epoch time: 4.7200050354s, input_fired_time: 0.0813798457, output_fired_time: 0.0000000000, propagate_forward_time: 4.1904597282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4481654167
validation[          , genome  3556] predictions:    9565/  10000 (95.65%), best:    9617/10000 (96.17%), error:      1423.56091, best error:      1274.52942 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 56.5222091675s, input_fired_time: 0.6669002175, output_fired_time: 0.6922919154, propagate_forward_time: 20.6798362732, propagate_backward_time: 31.9938755035, weight_update_time: 0.1430915743, other_time: 2.4893054962
epoch time: 4.7103853226s, input_fired_time: 0.0828752071, output_fired_time: 0.0000000000, propagate_forward_time: 4.1769924164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505176544
validation[          , genome  3556] predictions:    9602/  10000 (96.02%), best:    9617/10000 (96.17%), error:      1276.85132, best error:      1274.52942 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 56.9763069153s, input_fired_time: 0.6690610051, output_fired_time: 0.6907338500, propagate_forward_time: 20.9533920288, propagate_backward_time: 32.1614341736, weight_update_time: 0.1439236104, other_time: 2.5016860962
epoch time: 4.8240118027s, input_fired_time: 0.0837468579, output_fired_time: 0.0000000000, propagate_forward_time: 4.2922954559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479694366
validation[          , genome  3556] predictions:    9610/  10000 (96.10%), best:    9617/10000 (96.17%), error:      1357.59656, best error:      1274.52942 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 56.6665153503s, input_fired_time: 0.6648567915, output_fired_time: 0.6959909201, propagate_forward_time: 20.8293209076, propagate_backward_time: 31.9964065552, weight_update_time: 0.1444087625, other_time: 2.4799423218
epoch time: 4.5376691818s, input_fired_time: 0.0813250989, output_fired_time: 0.0000000000, propagate_forward_time: 4.0202622414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4360818863
validation[          , genome  3556] predictions:    9629/  10000 (96.29%), best:    9629/10000 (96.29%), error:      1230.26270, best error:      1230.26270 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 56.2344627380s, input_fired_time: 0.6644620299, output_fired_time: 0.6884046793, propagate_forward_time: 20.5525226593, propagate_backward_time: 31.8216876984, weight_update_time: 0.1440494955, other_time: 2.5073833466
epoch time: 4.8163037300s, input_fired_time: 0.0844319686, output_fired_time: 0.0000000000, propagate_forward_time: 4.2778153419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540562630
validation[          , genome  3556] predictions:    9606/  10000 (96.06%), best:    9629/10000 (96.29%), error:      1309.41040, best error:      1230.26270 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 55.5540046692s, input_fired_time: 0.6599583030, output_fired_time: 0.6789920926, propagate_forward_time: 20.3498172760, propagate_backward_time: 31.3799304962, weight_update_time: 0.1433581561, other_time: 2.4853038788
epoch time: 4.7196040154s, input_fired_time: 0.0832838714, output_fired_time: 0.0000000000, propagate_forward_time: 4.1864547729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498653412
validation[          , genome  3556] predictions:    9605/  10000 (96.05%), best:    9629/10000 (96.29%), error:      1334.49988, best error:      1230.26270 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 56.4607925415s, input_fired_time: 0.6647530198, output_fired_time: 0.6840875745, propagate_forward_time: 20.6965370178, propagate_backward_time: 31.9246006012, weight_update_time: 0.1429037005, other_time: 2.4908161163
epoch time: 4.7626686096s, input_fired_time: 0.0835197866, output_fired_time: 0.0000000000, propagate_forward_time: 4.2307281494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484205246
validation[          , genome  3556] predictions:    9608/  10000 (96.08%), best:    9629/10000 (96.29%), error:      1326.43262, best error:      1230.26270 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 57.1113624573s, input_fired_time: 0.6695793867, output_fired_time: 0.6966094971, propagate_forward_time: 20.9205493927, propagate_backward_time: 32.3125495911, weight_update_time: 0.1450306773, other_time: 2.5120735168
epoch time: 4.7796001434s, input_fired_time: 0.0839382559, output_fired_time: 0.0000000000, propagate_forward_time: 4.2470903397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4485716820
validation[          , genome  3556] predictions:    9616/  10000 (96.16%), best:    9629/10000 (96.29%), error:      1306.44849, best error:      1230.26270 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 56.0459709167s, input_fired_time: 0.6657062173, output_fired_time: 0.6854968071, propagate_forward_time: 20.5110797882, propagate_backward_time: 31.7015018463, weight_update_time: 0.1449728310, other_time: 2.4821834564
epoch time: 4.6567730904s, input_fired_time: 0.0828979015, output_fired_time: 0.0000000000, propagate_forward_time: 4.1336240768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402513504
validation[          , genome  3556] predictions:    9610/  10000 (96.10%), best:    9629/10000 (96.29%), error:      1357.61133, best error:      1230.26270 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 56.9436340332s, input_fired_time: 0.6706904173, output_fired_time: 0.6942021847, propagate_forward_time: 20.9154167175, propagate_backward_time: 32.1442108154, weight_update_time: 0.1443696171, other_time: 2.5191154480
epoch time: 4.6940021515s, input_fired_time: 0.0837481990, output_fired_time: 0.0000000000, propagate_forward_time: 4.1566720009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4535818100
validation[          , genome  3556] predictions:    9636/  10000 (96.36%), best:    9629/10000 (96.29%), error:      1258.92444, best error:      1230.26270 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 56.6484680176s, input_fired_time: 0.6683745384, output_fired_time: 0.6957847476, propagate_forward_time: 20.7612571716, propagate_backward_time: 32.0257568359, weight_update_time: 0.1427460462, other_time: 2.4972953796
epoch time: 4.4690995216s, input_fired_time: 0.0802927166, output_fired_time: 0.0000000000, propagate_forward_time: 3.9481828213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406239986
validation[          , genome  3556] predictions:    9607/  10000 (96.07%), best:    9629/10000 (96.29%), error:      1358.09656, best error:      1230.26270 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 56.6522674561s, input_fired_time: 0.6689300537, output_fired_time: 0.6974306107, propagate_forward_time: 20.7997646332, propagate_backward_time: 31.9947605133, weight_update_time: 0.1440103650, other_time: 2.4913845062
epoch time: 4.5639772415s, input_fired_time: 0.0813824683, output_fired_time: 0.0000000000, propagate_forward_time: 4.0474033356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4351916313
validation[          , genome  3556] predictions:    9621/  10000 (96.21%), best:    9629/10000 (96.29%), error:      1303.22729, best error:      1230.26270 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 56.9892311096s, input_fired_time: 0.6696074009, output_fired_time: 0.6934694648, propagate_forward_time: 20.9448528290, propagate_backward_time: 32.1828422546, weight_update_time: 0.1448035538, other_time: 2.4984550476
epoch time: 4.7427344322s, input_fired_time: 0.0844217017, output_fired_time: 0.0000000000, propagate_forward_time: 4.2005000114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4578127861
validation[          , genome  3556] predictions:    9624/  10000 (96.24%), best:    9629/10000 (96.29%), error:      1251.42578, best error:      1230.26270 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 56.5868911743s, input_fired_time: 0.6664792299, output_fired_time: 0.6935331225, propagate_forward_time: 20.7369594574, propagate_backward_time: 31.9805297852, weight_update_time: 0.1453823745, other_time: 2.5093841553
epoch time: 4.6557579041s, input_fired_time: 0.0804351196, output_fired_time: 0.0000000000, propagate_forward_time: 4.1272583008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480643272
validation[          , genome  3556] predictions:    9510/  10000 (95.10%), best:    9629/10000 (96.29%), error:      1586.70068, best error:      1230.26270 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 55.9635658264s, input_fired_time: 0.6635221839, output_fired_time: 0.6863605976, propagate_forward_time: 20.4882564545, propagate_backward_time: 31.6439762115, weight_update_time: 0.1424761713, other_time: 2.4814510345
epoch time: 4.6952929497s, input_fired_time: 0.0826103315, output_fired_time: 0.0000000000, propagate_forward_time: 4.1679458618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4447369576
validation[          , genome  3556] predictions:    9578/  10000 (95.78%), best:    9629/10000 (96.29%), error:      1333.81848, best error:      1230.26270 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 55.5022583008s, input_fired_time: 0.6563125253, output_fired_time: 0.6836065054, propagate_forward_time: 20.3206462860, propagate_backward_time: 31.3871955872, weight_update_time: 0.1414750814, other_time: 2.4545021057
epoch time: 4.7841401100s, input_fired_time: 0.0835354254, output_fired_time: 0.0000000000, propagate_forward_time: 4.2534513474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471535683
validation[          , genome  3556] predictions:    9618/  10000 (96.18%), best:    9629/10000 (96.29%), error:      1354.49548, best error:      1230.26270 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 57.0543746948s, input_fired_time: 0.6693015099, output_fired_time: 0.6979037523, propagate_forward_time: 20.9290027618, propagate_backward_time: 32.2525634766, weight_update_time: 0.1446197927, other_time: 2.5056076050
epoch time: 4.6802825928s, input_fired_time: 0.0834650025, output_fired_time: 0.0000000000, propagate_forward_time: 4.1491861343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476313591
validation[          , genome  3556] predictions:    9567/  10000 (95.67%), best:    9629/10000 (96.29%), error:      1447.89648, best error:      1230.26270 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 56.4377593994s, input_fired_time: 0.6649635434, output_fired_time: 0.6914247274, propagate_forward_time: 20.7518959045, propagate_backward_time: 31.8287334442, weight_update_time: 0.1452484578, other_time: 2.5007419586
epoch time: 4.8101587296s, input_fired_time: 0.0850672498, output_fired_time: 0.0000000000, propagate_forward_time: 4.2737493515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4513421059
validation[          , genome  3556] predictions:    9621/  10000 (96.21%), best:    9629/10000 (96.29%), error:      1317.12854, best error:      1230.26270 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 57.0739555359s, input_fired_time: 0.6727727056, output_fired_time: 0.7021646500, propagate_forward_time: 20.8950996399, propagate_backward_time: 32.3034095764, weight_update_time: 0.1459206939, other_time: 2.5005111694
epoch time: 4.6152863503s, input_fired_time: 0.0816375986, output_fired_time: 0.0000000000, propagate_forward_time: 4.0947284698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389204979
validation[          , genome  3556] predictions:    9579/  10000 (95.79%), best:    9629/10000 (96.29%), error:      1368.83752, best error:      1230.26270 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 56.3884315491s, input_fired_time: 0.6644948721, output_fired_time: 0.6901491284, propagate_forward_time: 20.6540565491, propagate_backward_time: 31.8790855408, weight_update_time: 0.1435553730, other_time: 2.5006484985
epoch time: 4.8944501877s, input_fired_time: 0.0864291117, output_fired_time: 0.0000000000, propagate_forward_time: 4.3563585281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4516625404
validation[          , genome  3556] predictions:    9517/  10000 (95.17%), best:    9629/10000 (96.29%), error:      1736.56348, best error:      1230.26270 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 56.1950111389s, input_fired_time: 0.6629752517, output_fired_time: 0.6858053803, propagate_forward_time: 20.5958995819, propagate_backward_time: 31.7559013367, weight_update_time: 0.1429365724, other_time: 2.4944267273
epoch time: 4.7610816956s, input_fired_time: 0.0828373134, output_fired_time: 0.0000000000, propagate_forward_time: 4.2344217300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438228607
validation[          , genome  3556] predictions:    9637/  10000 (96.37%), best:    9629/10000 (96.29%), error:      1265.36523, best error:      1230.26270 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 56.1178817749s, input_fired_time: 0.6643753052, output_fired_time: 0.6856962442, propagate_forward_time: 20.4801216125, propagate_backward_time: 31.7963218689, weight_update_time: 0.1437321156, other_time: 2.4913673401
epoch time: 4.8494434357s, input_fired_time: 0.0867624953, output_fired_time: 0.0000000000, propagate_forward_time: 4.3123431206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503378868
validation[          , genome  3556] predictions:    9589/  10000 (95.89%), best:    9629/10000 (96.29%), error:      1436.33789, best error:      1230.26270 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 56.1376800537s, input_fired_time: 0.6662625074, output_fired_time: 0.6887679100, propagate_forward_time: 20.5755004883, propagate_backward_time: 31.7218914032, weight_update_time: 0.1440272778, other_time: 2.4852581024
epoch time: 4.6768307686s, input_fired_time: 0.0832259804, output_fired_time: 0.0000000000, propagate_forward_time: 4.1481523514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4454522133
validation[          , genome  3556] predictions:    9635/  10000 (96.35%), best:    9629/10000 (96.29%), error:      1293.40881, best error:      1230.26270 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 55.8685188293s, input_fired_time: 0.6655339599, output_fired_time: 0.6818854213, propagate_forward_time: 20.4602470398, propagate_backward_time: 31.5797786713, weight_update_time: 0.1422692984, other_time: 2.4810733795
epoch time: 4.5476398468s, input_fired_time: 0.0817947462, output_fired_time: 0.0000000000, propagate_forward_time: 4.0263462067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394989014
validation[          , genome  3556] predictions:    9602/  10000 (96.02%), best:    9629/10000 (96.29%), error:      1377.08826, best error:      1230.26270 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 57.2826118469s, input_fired_time: 0.6735976934, output_fired_time: 0.6993215084, propagate_forward_time: 21.0077896118, propagate_backward_time: 32.4004173279, weight_update_time: 0.1463702917, other_time: 2.5014839172
epoch time: 4.6816148758s, input_fired_time: 0.0833208263, output_fired_time: 0.0000000000, propagate_forward_time: 4.1537528038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4445414543
validation[          , genome  3556] predictions:    9614/  10000 (96.14%), best:    9629/10000 (96.29%), error:      1323.40137, best error:      1230.26270 on epoch:    45, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 55.9463005066s, input_fired_time: 0.6679710746, output_fired_time: 0.6861590147, propagate_forward_time: 20.5169792175, propagate_backward_time: 31.5908565521, weight_update_time: 0.1415128410, other_time: 2.4843349457
epoch time: 4.4461336136s, input_fired_time: 0.0822617486, output_fired_time: 0.0000000000, propagate_forward_time: 3.9345071316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293649197
validation[          , genome  3556] predictions:    9592/  10000 (95.92%), best:    9629/10000 (96.29%), error:      1387.71265, best error:      1230.26270 on epoch:    45, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 56.7790756226s, input_fired_time: 0.6707917452, output_fired_time: 0.6946518421, propagate_forward_time: 20.8260574341, propagate_backward_time: 32.0930862427, weight_update_time: 0.1440851837, other_time: 2.4944877625
epoch time: 4.6305813789s, input_fired_time: 0.0827545449, output_fired_time: 0.0000000000, propagate_forward_time: 4.1045355797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4432911873
validation[          , genome  3556] predictions:    9604/  10000 (96.04%), best:    9629/10000 (96.29%), error:      1341.57434, best error:      1230.26270 on epoch:    45, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 56.5150108337s, input_fired_time: 0.6700181365, output_fired_time: 0.6929612160, propagate_forward_time: 20.7402153015, propagate_backward_time: 31.9031200409, weight_update_time: 0.1465590447, other_time: 2.5086956024
epoch time: 4.4218816757s, input_fired_time: 0.0802063271, output_fired_time: 0.0000000000, propagate_forward_time: 3.9049103260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367649555
validation[          , genome  3556] predictions:    9545/  10000 (95.45%), best:    9629/10000 (96.29%), error:      1597.23340, best error:      1230.26270 on epoch:    45, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 54.4255180359s, input_fired_time: 0.6482370496, output_fired_time: 0.6723937988, propagate_forward_time: 19.8647365570, propagate_backward_time: 30.8156871796, weight_update_time: 0.1383275539, other_time: 2.4244632721
epoch time: 4.7532958984s, input_fired_time: 0.0839031413, output_fired_time: 0.0000000000, propagate_forward_time: 4.2208046913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4485878944
validation[          , genome  3556] predictions:    9636/  10000 (96.36%), best:    9629/10000 (96.29%), error:      1231.85950, best error:      1230.26270 on epoch:    45, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 57.1732025146s, input_fired_time: 0.6750597954, output_fired_time: 0.6950099468, propagate_forward_time: 21.0177803040, propagate_backward_time: 32.2898941040, weight_update_time: 0.1458996534, other_time: 2.4954566956
epoch time: 4.6190838814s, input_fired_time: 0.0824589357, output_fired_time: 0.0000000000, propagate_forward_time: 4.0952119827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4414129257
validation[          , genome  3556] predictions:    9578/  10000 (95.78%), best:    9629/10000 (96.29%), error:      1465.29773, best error:      1230.26270 on epoch:    45, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 56.6365356445s, input_fired_time: 0.6713628173, output_fired_time: 0.6934903860, propagate_forward_time: 20.7512779236, propagate_backward_time: 32.0466651917, weight_update_time: 0.1430157870, other_time: 2.4737396240
epoch time: 4.7424507141s, input_fired_time: 0.0841479376, output_fired_time: 0.0000000000, propagate_forward_time: 4.2054615021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528412819
validation[          , genome  3556] predictions:    9599/  10000 (95.99%), best:    9629/10000 (96.29%), error:      1327.41248, best error:      1230.26270 on epoch:    45, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 55.9158439636s, input_fired_time: 0.6683886051, output_fired_time: 0.6789510250, propagate_forward_time: 20.4897136688, propagate_backward_time: 31.6030769348, weight_update_time: 0.1453339159, other_time: 2.4757118225
epoch time: 4.7464265823s, input_fired_time: 0.0844105929, output_fired_time: 0.0000000000, propagate_forward_time: 4.2132220268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487938881
validation[          , genome  3556] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1214.36096, best error:      1214.36096 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 56.7940864563s, input_fired_time: 0.6732209921, output_fired_time: 0.6956313252, propagate_forward_time: 20.8354663849, propagate_backward_time: 32.0856857300, weight_update_time: 0.1450138539, other_time: 2.5040817261
epoch time: 4.8205900192s, input_fired_time: 0.0858721361, output_fired_time: 0.0000000000, propagate_forward_time: 4.2862920761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484257698
validation[          , genome  3556] predictions:    9599/  10000 (95.99%), best:    9655/10000 (96.55%), error:      1324.42554, best error:      1214.36096 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 56.7229728699s, input_fired_time: 0.6725772619, output_fired_time: 0.6936570406, propagate_forward_time: 20.7581577301, propagate_backward_time: 32.0867462158, weight_update_time: 0.1474373490, other_time: 2.5118331909
epoch time: 4.6910872459s, input_fired_time: 0.0839463100, output_fired_time: 0.0000000000, propagate_forward_time: 4.1668114662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4403295517
validation[          , genome  3556] predictions:    9632/  10000 (96.32%), best:    9655/10000 (96.55%), error:      1279.53906, best error:      1214.36096 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 56.7303962708s, input_fired_time: 0.6715705395, output_fired_time: 0.6945530772, propagate_forward_time: 20.8422336578, propagate_backward_time: 32.0068130493, weight_update_time: 0.1453854591, other_time: 2.5152282715
epoch time: 4.5021514893s, input_fired_time: 0.0817524046, output_fired_time: 0.0000000000, propagate_forward_time: 3.9673283100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4530708790
validation[          , genome  3556] predictions:    9611/  10000 (96.11%), best:    9655/10000 (96.55%), error:      1300.66260, best error:      1214.36096 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 56.1681213379s, input_fired_time: 0.6664947271, output_fired_time: 0.6878163218, propagate_forward_time: 20.5567207336, propagate_backward_time: 31.7763767242, weight_update_time: 0.1432481855, other_time: 2.4807109833
epoch time: 4.7162604332s, input_fired_time: 0.0826156512, output_fired_time: 0.0000000000, propagate_forward_time: 4.1761336327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575109482
validation[          , genome  3556] predictions:    9607/  10000 (96.07%), best:    9655/10000 (96.55%), error:      1298.97974, best error:      1214.36096 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 56.5133438110s, input_fired_time: 0.6698886156, output_fired_time: 0.6878101826, propagate_forward_time: 20.7012500763, propagate_backward_time: 31.9625682831, weight_update_time: 0.1468462944, other_time: 2.4918308258
epoch time: 4.2414879799s, input_fired_time: 0.0784963816, output_fired_time: 0.0000000000, propagate_forward_time: 3.7351024151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278891087
validation[          , genome  3556] predictions:    9599/  10000 (95.99%), best:    9655/10000 (96.55%), error:      1391.82581, best error:      1214.36096 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 56.7207565308s, input_fired_time: 0.6733745337, output_fired_time: 0.6876475215, propagate_forward_time: 20.7833709717, propagate_backward_time: 32.0774307251, weight_update_time: 0.1459536105, other_time: 2.4989318848
epoch time: 4.6382522583s, input_fired_time: 0.0821077004, output_fired_time: 0.0000000000, propagate_forward_time: 4.1134843826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426603317
validation[          , genome  3556] predictions:    9575/  10000 (95.75%), best:    9655/10000 (96.55%), error:      1337.55200, best error:      1214.36096 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 56.3790855408s, input_fired_time: 0.6695641875, output_fired_time: 0.6872448325, propagate_forward_time: 20.5807113647, propagate_backward_time: 31.9459743500, weight_update_time: 0.1439213604, other_time: 2.4955921173
epoch time: 4.5878357887s, input_fired_time: 0.0830577090, output_fired_time: 0.0000000000, propagate_forward_time: 4.0584011078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4463768005
validation[          , genome  3556] predictions:    9620/  10000 (96.20%), best:    9655/10000 (96.55%), error:      1293.38953, best error:      1214.36096 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 55.4873924255s, input_fired_time: 0.6639986634, output_fired_time: 0.6812373400, propagate_forward_time: 20.3838691711, propagate_backward_time: 31.2827358246, weight_update_time: 0.1429357529, other_time: 2.4755535126
epoch time: 4.6469869614s, input_fired_time: 0.0838225484, output_fired_time: 0.0000000000, propagate_forward_time: 4.0995912552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4635729790
validation[          , genome  3556] predictions:    9630/  10000 (96.30%), best:    9655/10000 (96.55%), error:      1291.83691, best error:      1214.36096 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 56.1935195923s, input_fired_time: 0.6683217883, output_fired_time: 0.6875073910, propagate_forward_time: 20.6322097778, propagate_backward_time: 31.7251853943, weight_update_time: 0.1423822790, other_time: 2.4802932739
epoch time: 4.5011272430s, input_fired_time: 0.0814278945, output_fired_time: 0.0000000000, propagate_forward_time: 3.9825410843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371581078
validation[          , genome  3556] predictions:    9596/  10000 (95.96%), best:    9655/10000 (96.55%), error:      1344.47803, best error:      1214.36096 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 56.8330574036s, input_fired_time: 0.6720226407, output_fired_time: 0.6945626736, propagate_forward_time: 20.7975997925, propagate_backward_time: 32.1766204834, weight_update_time: 0.1444857717, other_time: 2.4922523499
epoch time: 4.7732653618s, input_fired_time: 0.0841248259, output_fired_time: 0.0000000000, propagate_forward_time: 4.2410764694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480638504
validation[          , genome  3556] predictions:    9638/  10000 (96.38%), best:    9655/10000 (96.55%), error:      1231.04834, best error:      1214.36096 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 56.8283767700s, input_fired_time: 0.6697056293, output_fired_time: 0.6950700879, propagate_forward_time: 20.8657512665, propagate_backward_time: 32.0993194580, weight_update_time: 0.1468808800, other_time: 2.4985351563
epoch time: 4.6955490112s, input_fired_time: 0.0828422680, output_fired_time: 0.0000000000, propagate_forward_time: 4.1715726852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411339760
validation[          , genome  3556] predictions:    9598/  10000 (95.98%), best:    9655/10000 (96.55%), error:      1361.02759, best error:      1214.36096 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 55.8053398132s, input_fired_time: 0.6638737917, output_fired_time: 0.6841980815, propagate_forward_time: 20.4361400604, propagate_backward_time: 31.5377521515, weight_update_time: 0.1422687769, other_time: 2.4833736420
epoch time: 4.8405685425s, input_fired_time: 0.0860791951, output_fired_time: 0.0000000000, propagate_forward_time: 4.3020496368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524397850
validation[          , genome  3556] predictions:    9637/  10000 (96.37%), best:    9655/10000 (96.55%), error:      1217.86169, best error:      1214.36096 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 56.8023834229s, input_fired_time: 0.6713848710, output_fired_time: 0.7032923102, propagate_forward_time: 20.8210296631, propagate_backward_time: 32.1074028015, weight_update_time: 0.1463231593, other_time: 2.4992713928
epoch time: 4.8050804138s, input_fired_time: 0.0849889219, output_fired_time: 0.0000000000, propagate_forward_time: 4.2578897476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4622015953
validation[          , genome  3556] predictions:    9624/  10000 (96.24%), best:    9655/10000 (96.55%), error:      1290.16479, best error:      1214.36096 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 56.8911552429s, input_fired_time: 0.6724651456, output_fired_time: 0.6944128871, propagate_forward_time: 20.7993965149, propagate_backward_time: 32.2405891418, weight_update_time: 0.1449839473, other_time: 2.4842910767
epoch time: 4.4355859756s, input_fired_time: 0.0793377608, output_fired_time: 0.0000000000, propagate_forward_time: 3.9235241413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327242374
validation[          , genome  3556] predictions:    9637/  10000 (96.37%), best:    9655/10000 (96.55%), error:      1259.71375, best error:      1214.36096 on epoch:    73, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 56.9870567322s, input_fired_time: 0.6722722650, output_fired_time: 0.6978181005, propagate_forward_time: 20.8634815216, propagate_backward_time: 32.2487106323, weight_update_time: 0.1455065459, other_time: 2.5047760010
epoch time: 4.8026976585s, input_fired_time: 0.0845446363, output_fired_time: 0.0000000000, propagate_forward_time: 4.2662367821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519162178
validation[          , genome  3556] predictions:    9643/  10000 (96.43%), best:    9655/10000 (96.55%), error:      1233.91846, best error:      1214.36096 on epoch:    73, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 56.3079185486s, input_fired_time: 0.6692379713, output_fired_time: 0.6867130399, propagate_forward_time: 20.6129322052, propagate_backward_time: 31.8451576233, weight_update_time: 0.1440504789, other_time: 2.4938774109
epoch time: 4.5096964836s, input_fired_time: 0.0825982988, output_fired_time: 0.0000000000, propagate_forward_time: 3.9888620377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382362366
validation[          , genome  3556] predictions:    9644/  10000 (96.44%), best:    9655/10000 (96.55%), error:      1269.52380, best error:      1214.36096 on epoch:    73, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 56.2868347168s, input_fired_time: 0.6712592840, output_fired_time: 0.6880765557, propagate_forward_time: 20.6415100098, propagate_backward_time: 31.7975368500, weight_update_time: 0.1442992985, other_time: 2.4884510040
epoch time: 4.7729010582s, input_fired_time: 0.0848006010, output_fired_time: 0.0000000000, propagate_forward_time: 4.2331643105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4549360275
validation[          , genome  3556] predictions:    9652/  10000 (96.52%), best:    9652/10000 (96.52%), error:      1211.74463, best error:      1211.74463 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 55.4583740234s, input_fired_time: 0.6669826508, output_fired_time: 0.6762005687, propagate_forward_time: 20.3362827301, propagate_backward_time: 31.3035240173, weight_update_time: 0.1420991868, other_time: 2.4753837585
epoch time: 4.6985225677s, input_fired_time: 0.0836706907, output_fired_time: 0.0000000000, propagate_forward_time: 4.1731615067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416904449
validation[          , genome  3556] predictions:    9611/  10000 (96.11%), best:    9652/10000 (96.52%), error:      1287.40308, best error:      1211.74463 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 55.3539352417s, input_fired_time: 0.6605160236, output_fired_time: 0.6772083640, propagate_forward_time: 20.3144588470, propagate_backward_time: 31.2362670898, weight_update_time: 0.1431983262, other_time: 2.4654846191
epoch time: 4.6942439079s, input_fired_time: 0.0867046341, output_fired_time: 0.0000000000, propagate_forward_time: 4.1541509628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533882141
validation[          , genome  3556] predictions:    9591/  10000 (95.91%), best:    9652/10000 (96.52%), error:      1398.62390, best error:      1211.74463 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 56.0918807983s, input_fired_time: 0.6723110080, output_fired_time: 0.6817457676, propagate_forward_time: 20.5882740021, propagate_backward_time: 31.6651954651, weight_update_time: 0.1443459392, other_time: 2.4843559265
epoch time: 4.8239474297s, input_fired_time: 0.0867193192, output_fired_time: 0.0000000000, propagate_forward_time: 4.2869415283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4502863884
validation[          , genome  3556] predictions:    9647/  10000 (96.47%), best:    9652/10000 (96.52%), error:      1256.82397, best error:      1211.74463 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 56.5713005066s, input_fired_time: 0.6748424768, output_fired_time: 0.6962562203, propagate_forward_time: 20.6705627441, propagate_backward_time: 32.0284042358, weight_update_time: 0.1448850930, other_time: 2.5012359619
epoch time: 4.6351189613s, input_fired_time: 0.0849590898, output_fired_time: 0.0000000000, propagate_forward_time: 4.1029572487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4472026825
validation[          , genome  3556] predictions:    9601/  10000 (96.01%), best:    9652/10000 (96.52%), error:      1349.97144, best error:      1211.74463 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 56.7330741882s, input_fired_time: 0.6713843346, output_fired_time: 0.6950135231, propagate_forward_time: 20.7961235046, propagate_backward_time: 32.0580558777, weight_update_time: 0.1436475068, other_time: 2.5124969482
epoch time: 4.6589450836s, input_fired_time: 0.0841924846, output_fired_time: 0.0000000000, propagate_forward_time: 4.1327400208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420127869
validation[          , genome  3556] predictions:    9665/  10000 (96.65%), best:    9665/10000 (96.65%), error:      1166.09863, best error:      1166.09863 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 56.4966278076s, input_fired_time: 0.6701014638, output_fired_time: 0.6975548267, propagate_forward_time: 20.6562786102, propagate_backward_time: 31.9824829102, weight_update_time: 0.1439431161, other_time: 2.4902114868
epoch time: 4.6205391884s, input_fired_time: 0.0822568610, output_fired_time: 0.0000000000, propagate_forward_time: 4.0942196846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4440627098
validation[          , genome  3556] predictions:    9625/  10000 (96.25%), best:    9665/10000 (96.65%), error:      1254.19128, best error:      1166.09863 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 56.3006286621s, input_fired_time: 0.6719228029, output_fired_time: 0.6841391325, propagate_forward_time: 20.6170158386, propagate_backward_time: 31.8427333832, weight_update_time: 0.1424041688, other_time: 2.4848155975
epoch time: 4.5252661705s, input_fired_time: 0.0829098895, output_fired_time: 0.0000000000, propagate_forward_time: 3.9940156937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4483404160
validation[          , genome  3556] predictions:    9619/  10000 (96.19%), best:    9665/10000 (96.65%), error:      1256.01685, best error:      1166.09863 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 56.2091293335s, input_fired_time: 0.6710611582, output_fired_time: 0.6914530993, propagate_forward_time: 20.5833663940, propagate_backward_time: 31.7610721588, weight_update_time: 0.1442062259, other_time: 2.5021762848
epoch time: 4.6970176697s, input_fired_time: 0.0860743150, output_fired_time: 0.0000000000, propagate_forward_time: 4.1642413139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4467020035
validation[          , genome  3556] predictions:    9635/  10000 (96.35%), best:    9665/10000 (96.65%), error:      1265.60498, best error:      1166.09863 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 56.4701995850s, input_fired_time: 0.6766245365, output_fired_time: 0.6854857802, propagate_forward_time: 20.7094421387, propagate_backward_time: 31.9106330872, weight_update_time: 0.1442974657, other_time: 2.4880142212
epoch time: 4.7886719704s, input_fired_time: 0.0850049183, output_fired_time: 0.0000000000, propagate_forward_time: 4.2529144287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4507527351
validation[          , genome  3556] predictions:    9626/  10000 (96.26%), best:    9665/10000 (96.65%), error:      1286.31628, best error:      1166.09863 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 55.6799964905s, input_fired_time: 0.6684914231, output_fired_time: 0.6815839410, propagate_forward_time: 20.3350143433, propagate_backward_time: 31.5357074738, weight_update_time: 0.1407191157, other_time: 2.4591999054
epoch time: 4.7166619301s, input_fired_time: 0.0847903267, output_fired_time: 0.0000000000, propagate_forward_time: 4.1839742661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478974342
validation[          , genome  3556] predictions:    9635/  10000 (96.35%), best:    9665/10000 (96.65%), error:      1278.60889, best error:      1166.09863 on epoch:    95, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 23.0197620392s, input_fired_time: 0.4146409631, output_fired_time: 0.0000000000, propagate_forward_time: 20.3315925598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2735290527
best training[          , genome  3556] predictions:   49000/  50000 (98.00%), best:    9665/10000 (96.65%), error:      3708.90991, best error:      1166.09863 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.7290897369s, input_fired_time: 0.0843963847, output_fired_time: 0.0000000000, propagate_forward_time: 4.1822772026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4624161720
   testing[          , genome  3556] predictions:    9654/  10000 (96.54%), best:    9665/10000 (96.65%), error:      1119.07629, best error:      1166.09863 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:20:41 (3372): called boinc_finish(0)

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