Nameexact_genome_1512568488_45_5748_0
Workunit2599995
Created7 Dec 2017, 16:16:12 UTC
Sent7 Dec 2017, 16:17:18 UTC
Report deadline14 Dec 2017, 3:57:33 UTC
Received9 Dec 2017, 1:52:02 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time3 hours 15 min 24 sec
CPU time3 hours 14 min 59 sec
Validate stateValid
Credit1,621.57
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.51 MB
Peak swap size158.23 MB
Peak disk usage1.88 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
.0074110031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5470104218
validation[          , genome  5748] predictions:    9646/  10000 (96.46%), best:    9715/10000 (97.15%), error:      1183.98560, best error:      1020.87354 on epoch:     6, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 107.0552597046s, input_fired_time: 1.4569752216, output_fired_time: 1.3893996477, propagate_forward_time: 40.0004768372, propagate_backward_time: 61.1179046631, weight_update_time: 0.1549315453, other_time: 3.0904998779
epoch time: 8.7081556320s, input_fired_time: 0.1780147254, output_fired_time: 0.0000000000, propagate_forward_time: 7.9848504066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452904701
validation[          , genome  5748] predictions:    9669/  10000 (96.69%), best:    9715/10000 (97.15%), error:      1120.51855, best error:      1020.87354 on epoch:     6, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 106.8974304199s, input_fired_time: 1.4551528692, output_fired_time: 1.3859086037, propagate_forward_time: 39.8969802856, propagate_backward_time: 61.0710372925, weight_update_time: 0.1549627334, other_time: 3.0883483887
epoch time: 8.5450401306s, input_fired_time: 0.1791754365, output_fired_time: 0.0000000000, propagate_forward_time: 7.8143148422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515499115
validation[          , genome  5748] predictions:    9663/  10000 (96.63%), best:    9715/10000 (97.15%), error:      1086.01941, best error:      1020.87354 on epoch:     6, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 106.9971923828s, input_fired_time: 1.4563074112, output_fired_time: 1.3881150484, propagate_forward_time: 39.9441299438, propagate_backward_time: 61.1085700989, weight_update_time: 0.1556636542, other_time: 3.1000709534
epoch time: 8.7606210709s, input_fired_time: 0.1801287830, output_fired_time: 0.0000000000, propagate_forward_time: 8.0430459976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374460220
validation[          , genome  5748] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       997.08795, best error:       997.08795 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 105.7916336060s, input_fired_time: 1.4551104307, output_fired_time: 1.3708760738, propagate_forward_time: 39.4877548218, propagate_backward_time: 60.3874588013, weight_update_time: 0.1531693041, other_time: 3.0904388428
epoch time: 8.6978969574s, input_fired_time: 0.1822346747, output_fired_time: 0.0000000000, propagate_forward_time: 7.9503736496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5652885437
validation[          , genome  5748] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:       983.27612, best error:       983.27612 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 106.7177047729s, input_fired_time: 1.4543644190, output_fired_time: 1.3768665791, propagate_forward_time: 39.7923736572, propagate_backward_time: 61.0176391602, weight_update_time: 0.1539357454, other_time: 3.0764617920
epoch time: 8.7705240250s, input_fired_time: 0.1838290095, output_fired_time: 0.0000000000, propagate_forward_time: 8.0167570114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5699377060
validation[          , genome  5748] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       960.83893, best error:       960.83893 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 106.7397994995s, input_fired_time: 1.4593018293, output_fired_time: 1.3861887455, propagate_forward_time: 39.8688125610, propagate_backward_time: 60.9203643799, weight_update_time: 0.1546161324, other_time: 3.1051254272
epoch time: 8.1302366257s, input_fired_time: 0.1736412197, output_fired_time: 0.0000000000, propagate_forward_time: 7.4072074890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5493879318
validation[          , genome  5748] predictions:    9669/  10000 (96.69%), best:    9709/10000 (97.09%), error:      1055.49231, best error:       960.83893 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 106.6595611572s, input_fired_time: 1.4605734348, output_fired_time: 1.3803356886, propagate_forward_time: 39.7248725891, propagate_backward_time: 60.9640274048, weight_update_time: 0.1549366564, other_time: 3.1297531128
epoch time: 8.7325839996s, input_fired_time: 0.1793280542, output_fired_time: 0.0000000000, propagate_forward_time: 8.0084714890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447845459
validation[          , genome  5748] predictions:    9679/  10000 (96.79%), best:    9709/10000 (97.09%), error:      1008.73663, best error:       960.83893 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 107.3141326904s, input_fired_time: 1.4627890587, output_fired_time: 1.3919275999, propagate_forward_time: 40.0552062988, propagate_backward_time: 61.3072700500, weight_update_time: 0.1552208215, other_time: 3.0969352722
epoch time: 8.7445564270s, input_fired_time: 0.1821399629, output_fired_time: 0.0000000000, propagate_forward_time: 8.0126361847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5497798920
validation[          , genome  5748] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       920.70056, best error:       920.70056 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 106.1561508179s, input_fired_time: 1.4566351175, output_fired_time: 1.3739411831, propagate_forward_time: 39.6278495789, propagate_backward_time: 60.5945091248, weight_update_time: 0.1554645449, other_time: 3.1032180786
epoch time: 8.6338901520s, input_fired_time: 0.1847680360, output_fired_time: 0.0000000000, propagate_forward_time: 7.8911962509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5579261780
validation[          , genome  5748] predictions:    9681/  10000 (96.81%), best:    9717/10000 (97.17%), error:      1028.00366, best error:       920.70056 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 106.5434722900s, input_fired_time: 1.4604431391, output_fired_time: 1.3838491440, propagate_forward_time: 39.6723098755, propagate_backward_time: 60.9015007019, weight_update_time: 0.1555188149, other_time: 3.1253700256
epoch time: 8.6815090179s, input_fired_time: 0.1775226593, output_fired_time: 0.0000000000, propagate_forward_time: 7.9685206413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5354657173
validation[          , genome  5748] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       909.67877, best error:       909.67877 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 106.8431930542s, input_fired_time: 1.4615409374, output_fired_time: 1.3868719339, propagate_forward_time: 39.8002548218, propagate_backward_time: 61.1214981079, weight_update_time: 0.1536223590, other_time: 3.0730285645
epoch time: 8.6558723450s, input_fired_time: 0.1801159978, output_fired_time: 0.0000000000, propagate_forward_time: 7.9334998131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5422568321
validation[          , genome  5748] predictions:    9700/  10000 (97.00%), best:    9718/10000 (97.18%), error:       960.36200, best error:       909.67877 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 105.8104019165s, input_fired_time: 1.4565775394, output_fired_time: 1.3716536760, propagate_forward_time: 39.3841819763, propagate_backward_time: 60.4947853088, weight_update_time: 0.1555152386, other_time: 3.1032028198
epoch time: 8.3900785446s, input_fired_time: 0.1777070165, output_fired_time: 0.0000000000, propagate_forward_time: 7.6504392624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5619325638
validation[          , genome  5748] predictions:    9730/  10000 (97.30%), best:    9718/10000 (97.18%), error:       930.00012, best error:       909.67877 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 106.6876754761s, input_fired_time: 1.4616420269, output_fired_time: 1.3813613653, propagate_forward_time: 39.7515907288, propagate_backward_time: 61.0048255920, weight_update_time: 0.1552602202, other_time: 3.0882530212
epoch time: 8.5896511078s, input_fired_time: 0.1805568188, output_fired_time: 0.0000000000, propagate_forward_time: 7.8511533737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5579404831
validation[          , genome  5748] predictions:    9656/  10000 (96.56%), best:    9718/10000 (97.18%), error:      1076.82666, best error:       909.67877 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 107.1250305176s, input_fired_time: 1.4630668163, output_fired_time: 1.3859701157, propagate_forward_time: 40.0874137878, propagate_backward_time: 61.1156997681, weight_update_time: 0.1552326232, other_time: 3.0728836060
epoch time: 8.6881542206s, input_fired_time: 0.1849370152, output_fired_time: 0.0000000000, propagate_forward_time: 7.9050016403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5982151031
validation[          , genome  5748] predictions:    9710/  10000 (97.10%), best:    9718/10000 (97.18%), error:       948.70935, best error:       909.67877 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 106.4176254272s, input_fired_time: 1.4622650146, output_fired_time: 1.3781789541, propagate_forward_time: 39.6823616028, propagate_backward_time: 60.7905311584, weight_update_time: 0.1544543654, other_time: 3.1042861938
epoch time: 8.6432094574s, input_fired_time: 0.1804196239, output_fired_time: 0.0000000000, propagate_forward_time: 7.9190759659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5437135696
validation[          , genome  5748] predictions:    9670/  10000 (96.70%), best:    9718/10000 (97.18%), error:      1062.12952, best error:       909.67877 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 106.4658203125s, input_fired_time: 1.4620537758, output_fired_time: 1.3745832443, propagate_forward_time: 39.7340698242, propagate_backward_time: 60.7872428894, weight_update_time: 0.1548921317, other_time: 3.1078758240
epoch time: 8.8032846451s, input_fired_time: 0.1828388423, output_fired_time: 0.0000000000, propagate_forward_time: 8.0686159134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518302917
validation[          , genome  5748] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       868.82983, best error:       868.82983 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 107.0579071045s, input_fired_time: 1.4660502672, output_fired_time: 1.3857674599, propagate_forward_time: 39.9926528931, propagate_backward_time: 61.1080169678, weight_update_time: 0.1555229127, other_time: 3.1054229736
epoch time: 8.7455015182s, input_fired_time: 0.1805036068, output_fired_time: 0.0000000000, propagate_forward_time: 8.0148830414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5501146317
validation[          , genome  5748] predictions:    9660/  10000 (96.60%), best:    9730/10000 (97.30%), error:      1042.28442, best error:       868.82983 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 106.5715408325s, input_fired_time: 1.4666090012, output_fired_time: 1.3825885057, propagate_forward_time: 39.8298492432, propagate_backward_time: 60.7988548279, weight_update_time: 0.1544763744, other_time: 3.0936393738
epoch time: 8.7698326111s, input_fired_time: 0.1824793518, output_fired_time: 0.0000000000, propagate_forward_time: 8.0259094238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5614442825
validation[          , genome  5748] predictions:    9684/  10000 (96.84%), best:    9730/10000 (97.30%), error:      1020.47760, best error:       868.82983 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 107.1961364746s, input_fired_time: 1.4668488503, output_fired_time: 1.3871271610, propagate_forward_time: 40.0445976257, propagate_backward_time: 61.2056465149, weight_update_time: 0.1554174423, other_time: 3.0919151306
epoch time: 8.7237405777s, input_fired_time: 0.1803294718, output_fired_time: 0.0000000000, propagate_forward_time: 8.0057315826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376796722
validation[          , genome  5748] predictions:    9719/  10000 (97.19%), best:    9730/10000 (97.30%), error:       980.63281, best error:       868.82983 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 106.0214843750s, input_fired_time: 1.4629354477, output_fired_time: 1.3835215569, propagate_forward_time: 39.5588531494, propagate_backward_time: 60.5436515808, weight_update_time: 0.1534585059, other_time: 3.0725212097
epoch time: 8.7038125992s, input_fired_time: 0.1827702224, output_fired_time: 0.0000000000, propagate_forward_time: 7.9725627899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5484800339
validation[          , genome  5748] predictions:    9725/  10000 (97.25%), best:    9730/10000 (97.30%), error:       915.65991, best error:       868.82983 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 106.7079391479s, input_fired_time: 1.4734189510, output_fired_time: 1.3860324621, propagate_forward_time: 39.8036689758, propagate_backward_time: 60.9065284729, weight_update_time: 0.1558485180, other_time: 3.1382865906
epoch time: 8.6575307846s, input_fired_time: 0.1830241829, output_fired_time: 0.0000000000, propagate_forward_time: 7.9191703796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5553359985
validation[          , genome  5748] predictions:    9683/  10000 (96.83%), best:    9730/10000 (97.30%), error:      1047.39807, best error:       868.82983 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 106.7312469482s, input_fired_time: 1.4650224447, output_fired_time: 1.3807394505, propagate_forward_time: 39.8087806702, propagate_backward_time: 60.9813385010, weight_update_time: 0.1557046920, other_time: 3.0953674316
epoch time: 8.7692165375s, input_fired_time: 0.1812290698, output_fired_time: 0.0000000000, propagate_forward_time: 8.0548219681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331659317
validation[          , genome  5748] predictions:    9711/  10000 (97.11%), best:    9730/10000 (97.30%), error:       971.74725, best error:       868.82983 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 106.5434265137s, input_fired_time: 1.4698514938, output_fired_time: 1.3819043636, propagate_forward_time: 39.7419509888, propagate_backward_time: 60.8712272644, weight_update_time: 0.1545634717, other_time: 3.0784950256
epoch time: 8.7628402710s, input_fired_time: 0.1824348271, output_fired_time: 0.0000000000, propagate_forward_time: 8.0356750488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447301865
validation[          , genome  5748] predictions:    9694/  10000 (96.94%), best:    9730/10000 (97.30%), error:       988.87549, best error:       868.82983 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 106.9933700562s, input_fired_time: 1.4725189209, output_fired_time: 1.3857152462, propagate_forward_time: 39.9617004395, propagate_backward_time: 61.0919837952, weight_update_time: 0.1546811461, other_time: 3.0814552307
epoch time: 8.7522401810s, input_fired_time: 0.1820073277, output_fired_time: 0.0000000000, propagate_forward_time: 8.0228605270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473718643
validation[          , genome  5748] predictions:    9729/  10000 (97.29%), best:    9730/10000 (97.30%), error:       903.83423, best error:       868.82983 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 106.2243804932s, input_fired_time: 1.4707984924, output_fired_time: 1.3767204285, propagate_forward_time: 39.5260086060, propagate_backward_time: 60.7417831421, weight_update_time: 0.1547861397, other_time: 3.1090698242
epoch time: 8.1451902390s, input_fired_time: 0.1750292778, output_fired_time: 0.0000000000, propagate_forward_time: 7.4247384071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454225540
validation[          , genome  5748] predictions:    9713/  10000 (97.13%), best:    9730/10000 (97.30%), error:       954.83655, best error:       868.82983 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 106.4408645630s, input_fired_time: 1.4732370377, output_fired_time: 1.3780977726, propagate_forward_time: 39.7021865845, propagate_backward_time: 60.7933959961, weight_update_time: 0.1551015377, other_time: 3.0939483643
epoch time: 8.7531375885s, input_fired_time: 0.1822233945, output_fired_time: 0.0000000000, propagate_forward_time: 8.0256652832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452489853
validation[          , genome  5748] predictions:    9708/  10000 (97.08%), best:    9730/10000 (97.30%), error:       933.40991, best error:       868.82983 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 105.6645889282s, input_fired_time: 1.4607410431, output_fired_time: 1.3654873371, propagate_forward_time: 39.3394012451, propagate_backward_time: 60.3978004456, weight_update_time: 0.1550420970, other_time: 3.1011619568
epoch time: 8.7295408249s, input_fired_time: 0.1806556582, output_fired_time: 0.0000000000, propagate_forward_time: 8.0185804367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5303049088
validation[          , genome  5748] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       845.81189, best error:       845.81189 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 105.6666183472s, input_fired_time: 1.4680500031, output_fired_time: 1.3670821190, propagate_forward_time: 39.3139419556, propagate_backward_time: 60.3875198364, weight_update_time: 0.1551732570, other_time: 3.1300277710
epoch time: 8.7377929688s, input_fired_time: 0.1825695336, output_fired_time: 0.0000000000, propagate_forward_time: 8.0071430206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5480804443
validation[          , genome  5748] predictions:    9714/  10000 (97.14%), best:    9734/10000 (97.34%), error:       970.46973, best error:       845.81189 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 106.5506973267s, input_fired_time: 1.4742574692, output_fired_time: 1.3820337057, propagate_forward_time: 39.7899169922, propagate_backward_time: 60.7955970764, weight_update_time: 0.1556309462, other_time: 3.1088905334
epoch time: 8.6848411560s, input_fired_time: 0.1837466210, output_fired_time: 0.0000000000, propagate_forward_time: 7.9380893707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5630054474
validation[          , genome  5748] predictions:    9711/  10000 (97.11%), best:    9734/10000 (97.34%), error:       966.47327, best error:       845.81189 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 107.0724182129s, input_fired_time: 1.4749753475, output_fired_time: 1.3886126280, propagate_forward_time: 39.9881401062, propagate_backward_time: 61.1383895874, weight_update_time: 0.1553422213, other_time: 3.0822982788
epoch time: 8.6975011826s, input_fired_time: 0.1835837960, output_fired_time: 0.0000000000, propagate_forward_time: 7.9671077728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5468091965
validation[          , genome  5748] predictions:    9707/  10000 (97.07%), best:    9734/10000 (97.34%), error:       965.29108, best error:       845.81189 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 106.5745620728s, input_fired_time: 1.4779684544, output_fired_time: 1.3839893341, propagate_forward_time: 39.7199440002, propagate_backward_time: 60.8644676208, weight_update_time: 0.1559851915, other_time: 3.1281967163
epoch time: 8.7667093277s, input_fired_time: 0.1824609488, output_fired_time: 0.0000000000, propagate_forward_time: 8.0386877060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5455608368
validation[          , genome  5748] predictions:    9725/  10000 (97.25%), best:    9734/10000 (97.34%), error:       898.39227, best error:       845.81189 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 106.5391387939s, input_fired_time: 1.4822493792, output_fired_time: 1.3826537132, propagate_forward_time: 39.7418441772, propagate_backward_time: 60.7813529968, weight_update_time: 0.1564650536, other_time: 3.1510429382
epoch time: 8.7409753799s, input_fired_time: 0.1837051511, output_fired_time: 0.0000000000, propagate_forward_time: 8.0107946396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5464754105
validation[          , genome  5748] predictions:    9694/  10000 (96.94%), best:    9734/10000 (97.34%), error:       969.67639, best error:       845.81189 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 107.1499938965s, input_fired_time: 1.4834079742, output_fired_time: 1.3903306723, propagate_forward_time: 40.0623779297, propagate_backward_time: 61.0762939453, weight_update_time: 0.1567594260, other_time: 3.1375885010
epoch time: 8.7201118469s, input_fired_time: 0.1801236868, output_fired_time: 0.0000000000, propagate_forward_time: 7.9939117432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5460767746
validation[          , genome  5748] predictions:    9699/  10000 (96.99%), best:    9734/10000 (97.34%), error:      1025.91248, best error:       845.81189 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 105.4071426392s, input_fired_time: 1.4742815495, output_fired_time: 1.3761237860, propagate_forward_time: 39.2263946533, propagate_backward_time: 60.1809120178, weight_update_time: 0.1567620039, other_time: 3.1494331360
epoch time: 8.6227312088s, input_fired_time: 0.1825935990, output_fired_time: 0.0000000000, propagate_forward_time: 7.8947229385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454149246
validation[          , genome  5748] predictions:    9688/  10000 (96.88%), best:    9734/10000 (97.34%), error:       969.00757, best error:       845.81189 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 107.2219772339s, input_fired_time: 1.4771702290, output_fired_time: 1.3882573843, propagate_forward_time: 40.0569992065, propagate_backward_time: 61.2187843323, weight_update_time: 0.1551183760, other_time: 3.0807609558
epoch time: 8.7414846420s, input_fired_time: 0.1833600402, output_fired_time: 0.0000000000, propagate_forward_time: 8.0117540359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5463705063
validation[          , genome  5748] predictions:    9720/  10000 (97.20%), best:    9734/10000 (97.34%), error:       890.05005, best error:       845.81189 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 105.9305648804s, input_fired_time: 1.4762727022, output_fired_time: 1.3824399710, propagate_forward_time: 39.4233245850, propagate_backward_time: 60.5329322815, weight_update_time: 0.1541482061, other_time: 3.1155967712
epoch time: 8.6978378296s, input_fired_time: 0.1807723641, output_fired_time: 0.0000000000, propagate_forward_time: 7.9763112068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407538414
validation[          , genome  5748] predictions:    9707/  10000 (97.07%), best:    9734/10000 (97.34%), error:       883.53876, best error:       845.81189 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 107.0419387817s, input_fired_time: 1.4794795513, output_fired_time: 1.3859491348, propagate_forward_time: 39.8867912292, propagate_backward_time: 61.1630401611, weight_update_time: 0.1569267958, other_time: 3.1266784668
epoch time: 8.7826938629s, input_fired_time: 0.1855703741, output_fired_time: 0.0000000000, propagate_forward_time: 8.0429735184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5541496277
validation[          , genome  5748] predictions:    9750/  10000 (97.50%), best:    9734/10000 (97.34%), error:       886.68335, best error:       845.81189 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 105.3730087280s, input_fired_time: 1.4719791412, output_fired_time: 1.3665899038, propagate_forward_time: 39.3315544128, propagate_backward_time: 60.0877685547, weight_update_time: 0.1545127481, other_time: 3.1151161194
epoch time: 8.6747703552s, input_fired_time: 0.1822515726, output_fired_time: 0.0000000000, propagate_forward_time: 7.9470906258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454277992
validation[          , genome  5748] predictions:    9652/  10000 (96.52%), best:    9734/10000 (97.34%), error:      1136.89893, best error:       845.81189 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 107.3536529541s, input_fired_time: 1.4896235466, output_fired_time: 1.3917584419, propagate_forward_time: 39.9923858643, propagate_backward_time: 61.3450355530, weight_update_time: 0.1569227576, other_time: 3.1348457336
epoch time: 8.7857780457s, input_fired_time: 0.1841203421, output_fired_time: 0.0000000000, propagate_forward_time: 8.0402975082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5613603592
validation[          , genome  5748] predictions:    9723/  10000 (97.23%), best:    9734/10000 (97.34%), error:       895.71198, best error:       845.81189 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 105.5489501953s, input_fired_time: 1.4742256403, output_fired_time: 1.3700920343, propagate_forward_time: 39.1525688171, propagate_backward_time: 60.4320945740, weight_update_time: 0.1548721641, other_time: 3.1199645996
epoch time: 8.6531276703s, input_fired_time: 0.1844792217, output_fired_time: 0.0000000000, propagate_forward_time: 7.9072346687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5614142418
validation[          , genome  5748] predictions:    9675/  10000 (96.75%), best:    9734/10000 (97.34%), error:      1063.77490, best error:       845.81189 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 106.9786682129s, input_fired_time: 1.4776743650, output_fired_time: 1.3878962994, propagate_forward_time: 39.9123878479, propagate_backward_time: 61.1135101318, weight_update_time: 0.1552971005, other_time: 3.0872039795
epoch time: 8.7494878769s, input_fired_time: 0.1820544451, output_fired_time: 0.0000000000, propagate_forward_time: 8.0230617523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5443716049
validation[          , genome  5748] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       843.89240, best error:       843.89240 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 107.0478515625s, input_fired_time: 1.4863802195, output_fired_time: 1.3919602633, propagate_forward_time: 39.9603424072, propagate_backward_time: 61.0379524231, weight_update_time: 0.1588099748, other_time: 3.1712150574
epoch time: 8.7247295380s, input_fired_time: 0.1826903522, output_fired_time: 0.0000000000, propagate_forward_time: 7.9998674393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5421714783
validation[          , genome  5748] predictions:    9721/  10000 (97.21%), best:    9741/10000 (97.41%), error:       998.17511, best error:       843.89240 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 106.3079605103s, input_fired_time: 1.4790610075, output_fired_time: 1.3798192739, propagate_forward_time: 39.5710029602, propagate_backward_time: 60.7456932068, weight_update_time: 0.1565218419, other_time: 3.1323852539
epoch time: 8.6228265762s, input_fired_time: 0.1818296611, output_fired_time: 0.0000000000, propagate_forward_time: 7.8920783997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5489187241
validation[          , genome  5748] predictions:    9710/  10000 (97.10%), best:    9741/10000 (97.41%), error:       941.61377, best error:       843.89240 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 106.7054672241s, input_fired_time: 1.4771950245, output_fired_time: 1.3801392317, propagate_forward_time: 39.8309974670, propagate_backward_time: 60.9184188843, weight_update_time: 0.1558091044, other_time: 3.0987167358
epoch time: 8.7036828995s, input_fired_time: 0.1839596033, output_fired_time: 0.0000000000, propagate_forward_time: 7.9739360809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457868576
validation[          , genome  5748] predictions:    9736/  10000 (97.36%), best:    9741/10000 (97.41%), error:       866.17798, best error:       843.89240 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 106.9860305786s, input_fired_time: 1.4797945023, output_fired_time: 1.3909620047, propagate_forward_time: 39.9242095947, propagate_backward_time: 61.1111145020, weight_update_time: 0.1547825783, other_time: 3.0799484253
epoch time: 8.7226066589s, input_fired_time: 0.1858755052, output_fired_time: 0.0000000000, propagate_forward_time: 7.9699387550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5667920113
validation[          , genome  5748] predictions:    9705/  10000 (97.05%), best:    9741/10000 (97.41%), error:       993.42688, best error:       843.89240 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 107.0101470947s, input_fired_time: 1.4835690260, output_fired_time: 1.3885853291, propagate_forward_time: 39.9602012634, propagate_backward_time: 61.0726890564, weight_update_time: 0.1557246447, other_time: 3.1051063538
epoch time: 8.7068815231s, input_fired_time: 0.1837138236, output_fired_time: 0.0000000000, propagate_forward_time: 7.9709935188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5521740913
validation[          , genome  5748] predictions:    9692/  10000 (96.92%), best:    9741/10000 (97.41%), error:       968.62744, best error:       843.89240 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 106.5273895264s, input_fired_time: 1.4831283092, output_fired_time: 1.3817954063, propagate_forward_time: 39.7292785645, propagate_backward_time: 60.8389549255, weight_update_time: 0.1548409313, other_time: 3.0942268372
epoch time: 8.7532405853s, input_fired_time: 0.1851100475, output_fired_time: 0.0000000000, propagate_forward_time: 8.0167369843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5513935089
validation[          , genome  5748] predictions:    9712/  10000 (97.12%), best:    9741/10000 (97.41%), error:       942.27362, best error:       843.89240 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 106.8915328979s, input_fired_time: 1.4772921801, output_fired_time: 1.3832268715, propagate_forward_time: 39.8832321167, propagate_backward_time: 61.0832138062, weight_update_time: 0.1545711160, other_time: 3.0645675659
epoch time: 8.7132959366s, input_fired_time: 0.1851080507, output_fired_time: 0.0000000000, propagate_forward_time: 7.9833312035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5448565483
validation[          , genome  5748] predictions:    9680/  10000 (96.80%), best:    9741/10000 (97.41%), error:      1012.29846, best error:       843.89240 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 107.0934829712s, input_fired_time: 1.4828100204, output_fired_time: 1.3870867491, propagate_forward_time: 40.0161209106, propagate_backward_time: 61.1495094299, weight_update_time: 0.1547507942, other_time: 3.0579566956
epoch time: 8.7950820923s, input_fired_time: 0.1874601841, output_fired_time: 0.0000000000, propagate_forward_time: 8.0539226532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5536994934
validation[          , genome  5748] predictions:    9697/  10000 (96.97%), best:    9741/10000 (97.41%), error:       995.26642, best error:       843.89240 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 106.1133575439s, input_fired_time: 1.4697891474, output_fired_time: 1.3744853735, propagate_forward_time: 39.6038970947, propagate_backward_time: 60.6370620728, weight_update_time: 0.1530888975, other_time: 3.0281219482
epoch time: 8.7887544632s, input_fired_time: 0.1852595508, output_fired_time: 0.0000000000, propagate_forward_time: 8.0621023178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5413923264
validation[          , genome  5748] predictions:    9732/  10000 (97.32%), best:    9741/10000 (97.41%), error:       897.32013, best error:       843.89240 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 106.8910675049s, input_fired_time: 1.4759932756, output_fired_time: 1.3833582401, propagate_forward_time: 39.9012107849, propagate_backward_time: 61.0790290833, weight_update_time: 0.1530765891, other_time: 3.0514793396
epoch time: 8.7299203873s, input_fired_time: 0.1825516075, output_fired_time: 0.0000000000, propagate_forward_time: 8.0056810379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416879654
validation[          , genome  5748] predictions:    9729/  10000 (97.29%), best:    9741/10000 (97.41%), error:       864.15289, best error:       843.89240 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 107.0507888794s, input_fired_time: 1.4860402346, output_fired_time: 1.3889380693, propagate_forward_time: 39.9158058167, propagate_backward_time: 61.1613883972, weight_update_time: 0.1552331299, other_time: 3.0986213684
epoch time: 8.7476778030s, input_fired_time: 0.1904748380, output_fired_time: 0.0000000000, propagate_forward_time: 7.9874348640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5697684288
validation[          , genome  5748] predictions:    9712/  10000 (97.12%), best:    9741/10000 (97.41%), error:       934.25928, best error:       843.89240 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 106.1684951782s, input_fired_time: 1.4765158892, output_fired_time: 1.3747619390, propagate_forward_time: 39.7194252014, propagate_backward_time: 60.5362319946, weight_update_time: 0.1535066068, other_time: 3.0615577698
epoch time: 8.7491970062s, input_fired_time: 0.1864914447, output_fired_time: 0.0000000000, propagate_forward_time: 8.0201330185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425729752
validation[          , genome  5748] predictions:    9699/  10000 (96.99%), best:    9741/10000 (97.41%), error:       984.66833, best error:       843.89240 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 106.6380996704s, input_fired_time: 1.4753863811, output_fired_time: 1.3786686659, propagate_forward_time: 39.7673072815, propagate_backward_time: 60.9629669189, weight_update_time: 0.1536228508, other_time: 3.0537719727
epoch time: 8.6835527420s, input_fired_time: 0.1828024685, output_fired_time: 0.0000000000, propagate_forward_time: 7.9607963562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399541855
validation[          , genome  5748] predictions:    9697/  10000 (96.97%), best:    9741/10000 (97.41%), error:       990.64368, best error:       843.89240 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 106.5646362305s, input_fired_time: 1.4746149778, output_fired_time: 1.3806051016, propagate_forward_time: 39.7514839172, propagate_backward_time: 60.9236297607, weight_update_time: 0.1526894867, other_time: 3.0342979431
epoch time: 8.7956228256s, input_fired_time: 0.1858063936, output_fired_time: 0.0000000000, propagate_forward_time: 8.0649948120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5448217392
validation[          , genome  5748] predictions:    9714/  10000 (97.14%), best:    9741/10000 (97.41%), error:       986.49628, best error:       843.89240 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 107.0140914917s, input_fired_time: 1.4807512760, output_fired_time: 1.3840339184, propagate_forward_time: 40.0340499878, propagate_backward_time: 61.0846672058, weight_update_time: 0.1532275826, other_time: 3.0305900574
epoch time: 8.7307767868s, input_fired_time: 0.1857080460, output_fired_time: 0.0000000000, propagate_forward_time: 7.9989199638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5461487770
validation[          , genome  5748] predictions:    9686/  10000 (96.86%), best:    9741/10000 (97.41%), error:      1040.69629, best error:       843.89240 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 106.3582077026s, input_fired_time: 1.4721064568, output_fired_time: 1.3774633408, propagate_forward_time: 39.6629524231, propagate_backward_time: 60.7965278625, weight_update_time: 0.1525349021, other_time: 3.0491561890
epoch time: 8.7853136063s, input_fired_time: 0.1848208159, output_fired_time: 0.0000000000, propagate_forward_time: 8.0631742477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373182297
validation[          , genome  5748] predictions:    9712/  10000 (97.12%), best:    9741/10000 (97.41%), error:      1017.40900, best error:       843.89240 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 106.0838088989s, input_fired_time: 1.4760246277, output_fired_time: 1.3743644953, propagate_forward_time: 39.6614227295, propagate_backward_time: 60.5242538452, weight_update_time: 0.1528308243, other_time: 3.0477447510
epoch time: 8.6161422729s, input_fired_time: 0.1815153062, output_fired_time: 0.0000000000, propagate_forward_time: 7.8962821960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5383443832
validation[          , genome  5748] predictions:    9682/  10000 (96.82%), best:    9741/10000 (97.41%), error:      1046.18555, best error:       843.89240 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 106.5607528687s, input_fired_time: 1.4762657881, output_fired_time: 1.3780004978, propagate_forward_time: 39.7838630676, propagate_backward_time: 60.8970031738, weight_update_time: 0.1532793343, other_time: 3.0256233215
epoch time: 8.7302398682s, input_fired_time: 0.1831004471, output_fired_time: 0.0000000000, propagate_forward_time: 8.0069837570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401554108
validation[          , genome  5748] predictions:    9714/  10000 (97.14%), best:    9741/10000 (97.41%), error:       944.47461, best error:       843.89240 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 106.9751586914s, input_fired_time: 1.4844838381, output_fired_time: 1.3808498383, propagate_forward_time: 40.0262641907, propagate_backward_time: 61.0468215942, weight_update_time: 0.1538194716, other_time: 3.0367355347
epoch time: 8.6597938538s, input_fired_time: 0.1809014082, output_fired_time: 0.0000000000, propagate_forward_time: 7.9488477707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5300445557
validation[          , genome  5748] predictions:    9702/  10000 (97.02%), best:    9741/10000 (97.41%), error:       903.62915, best error:       843.89240 on epoch:    55, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 106.4689559937s, input_fired_time: 1.4786854982, output_fired_time: 1.3743720055, propagate_forward_time: 39.7484054565, propagate_backward_time: 60.8502426147, weight_update_time: 0.1528615206, other_time: 3.0172500610
epoch time: 8.8073072433s, input_fired_time: 0.1871590763, output_fired_time: 0.0000000000, propagate_forward_time: 8.0750894547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5450582504
validation[          , genome  5748] predictions:    9720/  10000 (97.20%), best:    9741/10000 (97.41%), error:       905.88147, best error:       843.89240 on epoch:    55, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 106.4073486328s, input_fired_time: 1.4749282598, output_fired_time: 1.3722804785, propagate_forward_time: 39.8027763367, propagate_backward_time: 60.7408027649, weight_update_time: 0.1528303623, other_time: 3.0165557861
epoch time: 8.8066129684s, input_fired_time: 0.1854325831, output_fired_time: 0.0000000000, propagate_forward_time: 8.0893697739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318107605
validation[          , genome  5748] predictions:    9691/  10000 (96.91%), best:    9741/10000 (97.41%), error:      1020.45306, best error:       843.89240 on epoch:    55, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 106.8934326172s, input_fired_time: 1.4805055857, output_fired_time: 1.3822165728, propagate_forward_time: 39.8752517700, propagate_backward_time: 61.1203002930, weight_update_time: 0.1531021446, other_time: 3.0351562500
epoch time: 8.6745185852s, input_fired_time: 0.1840466261, output_fired_time: 0.0000000000, propagate_forward_time: 7.9441108704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5463609695
validation[          , genome  5748] predictions:    9699/  10000 (96.99%), best:    9741/10000 (97.41%), error:      1064.28345, best error:       843.89240 on epoch:    55, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 106.7541198730s, input_fired_time: 1.4799075127, output_fired_time: 1.3759086132, propagate_forward_time: 39.8808288574, propagate_backward_time: 60.9767951965, weight_update_time: 0.1533812135, other_time: 3.0406837463
epoch time: 8.7697877884s, input_fired_time: 0.1860255152, output_fired_time: 0.0000000000, propagate_forward_time: 8.0376005173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5461616516
validation[          , genome  5748] predictions:    9691/  10000 (96.91%), best:    9741/10000 (97.41%), error:       983.07782, best error:       843.89240 on epoch:    55, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 106.8872375488s, input_fired_time: 1.4865658283, output_fired_time: 1.3806939125, propagate_forward_time: 39.9205131531, propagate_backward_time: 61.0598907471, weight_update_time: 0.1533888727, other_time: 3.0395812988
epoch time: 8.7503137589s, input_fired_time: 0.1812971532, output_fired_time: 0.0000000000, propagate_forward_time: 8.0390110016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5300054550
validation[          , genome  5748] predictions:    9712/  10000 (97.12%), best:    9741/10000 (97.41%), error:       967.46997, best error:       843.89240 on epoch:    55, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 106.3336486816s, input_fired_time: 1.4799920321, output_fired_time: 1.3755781651, propagate_forward_time: 39.6222648621, propagate_backward_time: 60.8397064209, weight_update_time: 0.1521314234, other_time: 3.0161018372
epoch time: 8.5982542038s, input_fired_time: 0.1820652038, output_fired_time: 0.0000000000, propagate_forward_time: 7.8864159584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5297732353
validation[          , genome  5748] predictions:    9714/  10000 (97.14%), best:    9741/10000 (97.41%), error:       924.88336, best error:       843.89240 on epoch:    55, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 106.9961776733s, input_fired_time: 1.4853848219, output_fired_time: 1.3831011057, propagate_forward_time: 40.0489006042, propagate_backward_time: 61.0396842957, weight_update_time: 0.1532183886, other_time: 3.0391120911
epoch time: 8.6948499680s, input_fired_time: 0.1852129549, output_fired_time: 0.0000000000, propagate_forward_time: 7.9775481224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320887566
validation[          , genome  5748] predictions:    9642/  10000 (96.42%), best:    9741/10000 (97.41%), error:      1140.53979, best error:       843.89240 on epoch:    55, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 106.0977020264s, input_fired_time: 1.4796825647, output_fired_time: 1.3696165085, propagate_forward_time: 39.5925140381, propagate_backward_time: 60.6226730347, weight_update_time: 0.1522635221, other_time: 3.0332183838
epoch time: 8.7785835266s, input_fired_time: 0.1846385151, output_fired_time: 0.0000000000, propagate_forward_time: 8.0603132248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336313248
validation[          , genome  5748] predictions:    9735/  10000 (97.35%), best:    9741/10000 (97.41%), error:       856.31995, best error:       843.89240 on epoch:    55, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 106.8854904175s, input_fired_time: 1.4842628241, output_fired_time: 1.3789621592, propagate_forward_time: 39.9747123718, propagate_backward_time: 61.0194015503, weight_update_time: 0.1530283839, other_time: 3.0281600952
epoch time: 8.7869215012s, input_fired_time: 0.1879409105, output_fired_time: 0.0000000000, propagate_forward_time: 8.0345888138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5643920898
validation[          , genome  5748] predictions:    9664/  10000 (96.64%), best:    9741/10000 (97.41%), error:      1133.18311, best error:       843.89240 on epoch:    55, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 106.6960830688s, input_fired_time: 1.4887000322, output_fired_time: 1.3784384727, propagate_forward_time: 39.9057388306, propagate_backward_time: 60.8700332642, weight_update_time: 0.1529413760, other_time: 3.0531692505
epoch time: 8.7715263367s, input_fired_time: 0.1860884875, output_fired_time: 0.0000000000, propagate_forward_time: 8.0403556824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5450820923
validation[          , genome  5748] predictions:    9680/  10000 (96.80%), best:    9741/10000 (97.41%), error:      1023.00427, best error:       843.89240 on epoch:    55, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 106.6633148193s, input_fired_time: 1.4880424738, output_fired_time: 1.3778716326, propagate_forward_time: 39.8963317871, propagate_backward_time: 60.8418960571, weight_update_time: 0.1532050818, other_time: 3.0591735840
epoch time: 8.7245464325s, input_fired_time: 0.1830292791, output_fired_time: 0.0000000000, propagate_forward_time: 7.9981393814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433778763
validation[          , genome  5748] predictions:    9663/  10000 (96.63%), best:    9741/10000 (97.41%), error:      1054.70618, best error:       843.89240 on epoch:    55, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 106.5586166382s, input_fired_time: 1.4807723761, output_fired_time: 1.3788762093, propagate_forward_time: 39.7427520752, propagate_backward_time: 60.9213905334, weight_update_time: 0.1532972455, other_time: 3.0348243713
epoch time: 8.6923589706s, input_fired_time: 0.1822182983, output_fired_time: 0.0000000000, propagate_forward_time: 7.9721112251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380291939
validation[          , genome  5748] predictions:    9739/  10000 (97.39%), best:    9741/10000 (97.41%), error:       857.92627, best error:       843.89240 on epoch:    55, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 106.8296813965s, input_fired_time: 1.4850745201, output_fired_time: 1.3783425093, propagate_forward_time: 39.9241294861, propagate_backward_time: 61.0238075256, weight_update_time: 0.1526101232, other_time: 3.0183219910
epoch time: 8.6808290482s, input_fired_time: 0.1859835237, output_fired_time: 0.0000000000, propagate_forward_time: 7.9520354271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428099632
validation[          , genome  5748] predictions:    9730/  10000 (97.30%), best:    9741/10000 (97.41%), error:       883.92932, best error:       843.89240 on epoch:    55, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 106.6560668945s, input_fired_time: 1.4848679304, output_fired_time: 1.3775217533, propagate_forward_time: 39.8334999084, propagate_backward_time: 60.9574470520, weight_update_time: 0.1520413011, other_time: 3.0027236938
epoch time: 8.7856636047s, input_fired_time: 0.1864253730, output_fired_time: 0.0000000000, propagate_forward_time: 8.0649900436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342483521
validation[          , genome  5748] predictions:    9707/  10000 (97.07%), best:    9741/10000 (97.41%), error:       935.59473, best error:       843.89240 on epoch:    55, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 107.0249404907s, input_fired_time: 1.4877349138, output_fired_time: 1.3850976229, propagate_forward_time: 39.9154548645, propagate_backward_time: 61.1959152222, weight_update_time: 0.1529900432, other_time: 3.0407333374
epoch time: 8.7352590561s, input_fired_time: 0.1872368902, output_fired_time: 0.0000000000, propagate_forward_time: 8.0065584183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414638519
validation[          , genome  5748] predictions:    9672/  10000 (96.72%), best:    9741/10000 (97.41%), error:      1005.89972, best error:       843.89240 on epoch:    55, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 107.0221786499s, input_fired_time: 1.4845632315, output_fired_time: 1.3824272156, propagate_forward_time: 40.0242156982, propagate_backward_time: 61.1411781311, weight_update_time: 0.1517965645, other_time: 2.9897880554
epoch time: 8.7571907043s, input_fired_time: 0.1840425432, output_fired_time: 0.0000000000, propagate_forward_time: 8.0430717468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5300760269
validation[          , genome  5748] predictions:    9730/  10000 (97.30%), best:    9741/10000 (97.41%), error:       913.19659, best error:       843.89240 on epoch:    55, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 106.8806152344s, input_fired_time: 1.4859925508, output_fired_time: 1.3811429739, propagate_forward_time: 39.8165435791, propagate_backward_time: 61.1654319763, weight_update_time: 0.1529977173, other_time: 3.0315055847
epoch time: 8.6102695465s, input_fired_time: 0.1829714626, output_fired_time: 0.0000000000, propagate_forward_time: 7.8969798088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5303187370
validation[          , genome  5748] predictions:    9708/  10000 (97.08%), best:    9741/10000 (97.41%), error:       923.83679, best error:       843.89240 on epoch:    55, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 106.7534637451s, input_fired_time: 1.4820120335, output_fired_time: 1.3765945435, propagate_forward_time: 39.8637275696, propagate_backward_time: 61.0568389893, weight_update_time: 0.1514540464, other_time: 2.9742889404
epoch time: 8.4671316147s, input_fired_time: 0.1816479117, output_fired_time: 0.0000000000, propagate_forward_time: 7.7517662048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337171555
validation[          , genome  5748] predictions:    9706/  10000 (97.06%), best:    9741/10000 (97.41%), error:       946.92548, best error:       843.89240 on epoch:    55, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 106.5806961060s, input_fired_time: 1.4882391691, output_fired_time: 1.3791263103, propagate_forward_time: 39.7955436707, propagate_backward_time: 60.8900032043, weight_update_time: 0.1522399485, other_time: 3.0277862549
epoch time: 8.6896209717s, input_fired_time: 0.1831157953, output_fired_time: 0.0000000000, propagate_forward_time: 7.9739537239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325512886
validation[          , genome  5748] predictions:    9720/  10000 (97.20%), best:    9741/10000 (97.41%), error:       908.46808, best error:       843.89240 on epoch:    55, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 107.0605850220s, input_fired_time: 1.4927095175, output_fired_time: 1.3791475296, propagate_forward_time: 40.0208969116, propagate_backward_time: 61.1401786804, weight_update_time: 0.1527596712, other_time: 3.0276527405
epoch time: 8.7964668274s, input_fired_time: 0.1877652854, output_fired_time: 0.0000000000, propagate_forward_time: 8.0649967194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5437049866
validation[          , genome  5748] predictions:    9739/  10000 (97.39%), best:    9741/10000 (97.41%), error:       856.14331, best error:       843.89240 on epoch:    55, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 106.4636688232s, input_fired_time: 1.4843218327, output_fired_time: 1.3737819195, propagate_forward_time: 39.7305030823, propagate_backward_time: 60.8630485535, weight_update_time: 0.1521933675, other_time: 3.0120162964
epoch time: 8.6444149017s, input_fired_time: 0.1836360246, output_fired_time: 0.0000000000, propagate_forward_time: 7.9229588509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378203392
validation[          , genome  5748] predictions:    9704/  10000 (97.04%), best:    9741/10000 (97.41%), error:       979.46484, best error:       843.89240 on epoch:    55, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 106.8219757080s, input_fired_time: 1.4875042439, output_fired_time: 1.3760602474, propagate_forward_time: 39.9502296448, propagate_backward_time: 60.9976882935, weight_update_time: 0.1523054391, other_time: 3.0104904175
epoch time: 8.6922063828s, input_fired_time: 0.1844992489, output_fired_time: 0.0000000000, propagate_forward_time: 7.9654898643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5422177315
validation[          , genome  5748] predictions:    9740/  10000 (97.40%), best:    9741/10000 (97.41%), error:       920.65875, best error:       843.89240 on epoch:    55, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 106.7262344360s, input_fired_time: 1.4870609045, output_fired_time: 1.3789501190, propagate_forward_time: 39.9698638916, propagate_backward_time: 60.8874816895, weight_update_time: 0.1522435099, other_time: 3.0028762817
epoch time: 8.7922182083s, input_fired_time: 0.1857290715, output_fired_time: 0.0000000000, propagate_forward_time: 8.0631647110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433244705
validation[          , genome  5748] predictions:    9753/  10000 (97.53%), best:    9741/10000 (97.41%), error:       850.76367, best error:       843.89240 on epoch:    55, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 107.3207855225s, input_fired_time: 1.4947541952, output_fired_time: 1.3869822025, propagate_forward_time: 40.1564750671, propagate_backward_time: 61.2534179688, weight_update_time: 0.1527463496, other_time: 3.0291595459
epoch time: 8.7691354752s, input_fired_time: 0.1874079257, output_fired_time: 0.0000000000, propagate_forward_time: 8.0421295166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395984650
validation[          , genome  5748] predictions:    9731/  10000 (97.31%), best:    9741/10000 (97.41%), error:       889.55072, best error:       843.89240 on epoch:    55, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 106.4222412109s, input_fired_time: 1.4903358221, output_fired_time: 1.3731809855, propagate_forward_time: 39.7423629761, propagate_backward_time: 60.7891426086, weight_update_time: 0.1519004703, other_time: 3.0272178650
epoch time: 8.8094720840s, input_fired_time: 0.1881846339, output_fired_time: 0.0000000000, propagate_forward_time: 8.0703821182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5509052277
validation[          , genome  5748] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       859.97278, best error:       843.89240 on epoch:    55, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 105.5914077759s, input_fired_time: 1.4782078266, output_fired_time: 1.3629827499, propagate_forward_time: 39.3893051147, propagate_backward_time: 60.3617630005, weight_update_time: 0.1510731280, other_time: 2.9991455078
epoch time: 8.6791086197s, input_fired_time: 0.1838192940, output_fired_time: 0.0000000000, propagate_forward_time: 7.9498643875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454244614
validation[          , genome  5748] predictions:    9661/  10000 (96.61%), best:    9741/10000 (97.41%), error:      1100.04688, best error:       843.89240 on epoch:    55, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 43.2521324158s, input_fired_time: 0.9015578628, output_fired_time: 0.0000000000, propagate_forward_time: 39.5655746460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7849998474
best training[          , genome  5748] predictions:   49428/  50000 (98.86%), best:    9741/10000 (97.41%), error:      2122.68335, best error:       843.89240 on epoch:    55, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 8.7264137268s, input_fired_time: 0.1801062971, output_fired_time: 0.0000000000, propagate_forward_time: 8.0137987137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325088501
   testing[          , genome  5748] predictions:    9771/  10000 (97.71%), best:    9741/10000 (97.41%), error:       754.76251, best error:       843.89240 on epoch:    55, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:51:06 (6940): called boinc_finish(0)

</stderr_txt>
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