Nameexact_genome_1512568488_41_6687_0
Workunit2604719
Created7 Dec 2017, 21:20:02 UTC
Sent7 Dec 2017, 21:24:38 UTC
Report deadline15 Dec 2017, 21:51:36 UTC
Received9 Dec 2017, 12:35:45 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time4 hours 28 min 47 sec
CPU time4 hours 23 min 47 sec
Validate stateValid
Credit2,004.68
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.49 MB
Peak swap size154.01 MB
Peak disk usage1.79 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
10000 (95.35%), best:    9660/10000 (96.60%), error:      1516.96777, best error:      1146.14648 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 143.7380828857s, input_fired_time: 1.6008282900, output_fired_time: 1.6340465546, propagate_forward_time: 53.3240165710, propagate_backward_time: 83.9623413086, weight_update_time: 0.1885111630, other_time: 3.2168426514
epoch time: 11.5730991364s, input_fired_time: 0.2008824199, output_fired_time: 0.0000000000, propagate_forward_time: 10.7814226151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5907945633
validation[          , genome  6687] predictions:    9654/  10000 (96.54%), best:    9660/10000 (96.60%), error:      1179.51538, best error:      1146.14648 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 145.3652038574s, input_fired_time: 1.5973110199, output_fired_time: 1.6518748999, propagate_forward_time: 53.8953781128, propagate_backward_time: 84.9589996338, weight_update_time: 0.1898507774, other_time: 3.2616500854
epoch time: 11.6064100266s, input_fired_time: 0.1990046650, output_fired_time: 0.0000000000, propagate_forward_time: 10.8243255615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5830793381
validation[          , genome  6687] predictions:    9489/  10000 (94.89%), best:    9660/10000 (96.60%), error:      1665.23987, best error:      1146.14648 on epoch:     7, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 144.5315399170s, input_fired_time: 1.5871328115, output_fired_time: 1.6434600353, propagate_forward_time: 53.6176948547, propagate_backward_time: 84.4520339966, weight_update_time: 0.1887963861, other_time: 3.2312240601
epoch time: 11.4629049301s, input_fired_time: 0.1963202208, output_fired_time: 0.0000000000, propagate_forward_time: 10.6812429428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5853414536
validation[          , genome  6687] predictions:    9530/  10000 (95.30%), best:    9660/10000 (96.60%), error:      1565.24817, best error:      1146.14648 on epoch:     7, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 144.7533264160s, input_fired_time: 1.5905303955, output_fired_time: 1.6491787434, propagate_forward_time: 53.6139488220, propagate_backward_time: 84.6690750122, weight_update_time: 0.1873576641, other_time: 3.2305831909
epoch time: 11.8161458969s, input_fired_time: 0.2002302259, output_fired_time: 0.0000000000, propagate_forward_time: 11.0291996002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5867156982
validation[          , genome  6687] predictions:    9428/  10000 (94.28%), best:    9660/10000 (96.60%), error:      2007.86707, best error:      1146.14648 on epoch:     7, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 144.3332214355s, input_fired_time: 1.5886950493, output_fired_time: 1.6474035978, propagate_forward_time: 53.7044334412, propagate_backward_time: 84.1753387451, weight_update_time: 0.1875277907, other_time: 3.2173461914
epoch time: 11.5168457031s, input_fired_time: 0.1931420267, output_fired_time: 0.0000000000, propagate_forward_time: 10.7468233109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5768804550
validation[          , genome  6687] predictions:    9524/  10000 (95.24%), best:    9660/10000 (96.60%), error:      1616.25623, best error:      1146.14648 on epoch:     7, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 144.2716369629s, input_fired_time: 1.5769709349, output_fired_time: 1.6568143368, propagate_forward_time: 53.4957466125, propagate_backward_time: 84.3176651001, weight_update_time: 0.1880121380, other_time: 3.2244491577
epoch time: 11.7829751968s, input_fired_time: 0.1978890002, output_fired_time: 0.0000000000, propagate_forward_time: 10.9937534332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5913324356
validation[          , genome  6687] predictions:    9558/  10000 (95.58%), best:    9660/10000 (96.60%), error:      1458.46472, best error:      1146.14648 on epoch:     7, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 145.3124847412s, input_fired_time: 1.5894980431, output_fired_time: 1.6599582434, propagate_forward_time: 53.8865890503, propagate_backward_time: 84.9430160522, weight_update_time: 0.1897879541, other_time: 3.2334289551
epoch time: 11.7134580612s, input_fired_time: 0.1976503879, output_fired_time: 0.0000000000, propagate_forward_time: 10.9305191040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5852890015
validation[          , genome  6687] predictions:    9570/  10000 (95.70%), best:    9660/10000 (96.60%), error:      1434.68433, best error:      1146.14648 on epoch:     7, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 143.8679809570s, input_fired_time: 1.5776546001, output_fired_time: 1.6489614248, propagate_forward_time: 53.1331710815, propagate_backward_time: 84.2943801880, weight_update_time: 0.1878674030, other_time: 3.2138214111
epoch time: 11.5046014786s, input_fired_time: 0.1979478300, output_fired_time: 0.0000000000, propagate_forward_time: 10.7196483612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5870056152
validation[          , genome  6687] predictions:    9488/  10000 (94.88%), best:    9660/10000 (96.60%), error:      1776.00378, best error:      1146.14648 on epoch:     7, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 145.8292999268s, input_fired_time: 1.5947231054, output_fired_time: 1.6545338631, propagate_forward_time: 54.0658340454, propagate_backward_time: 85.2573013306, weight_update_time: 0.1921247989, other_time: 3.2568969727
epoch time: 11.3834514618s, input_fired_time: 0.2004555315, output_fired_time: 0.0000000000, propagate_forward_time: 10.5860710144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5969247818
validation[          , genome  6687] predictions:    9566/  10000 (95.66%), best:    9660/10000 (96.60%), error:      1495.53210, best error:      1146.14648 on epoch:     7, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 144.4388275146s, input_fired_time: 1.5889786482, output_fired_time: 1.6533415318, propagate_forward_time: 53.5835685730, propagate_backward_time: 84.4036407471, weight_update_time: 0.1862879097, other_time: 3.2093048096
epoch time: 11.5710058212s, input_fired_time: 0.1965320855, output_fired_time: 0.0000000000, propagate_forward_time: 10.8009395599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5735340118
validation[          , genome  6687] predictions:    9513/  10000 (95.13%), best:    9660/10000 (96.60%), error:      1695.29480, best error:      1146.14648 on epoch:     7, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 144.6740264893s, input_fired_time: 1.5851646662, output_fired_time: 1.6539583206, propagate_forward_time: 53.5746269226, propagate_backward_time: 84.6353225708, weight_update_time: 0.1860724837, other_time: 3.2249526978
epoch time: 11.5320615768s, input_fired_time: 0.1955962777, output_fired_time: 0.0000000000, propagate_forward_time: 10.7489395142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5875253677
validation[          , genome  6687] predictions:    9531/  10000 (95.31%), best:    9660/10000 (96.60%), error:      1504.33130, best error:      1146.14648 on epoch:     7, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 145.0740509033s, input_fired_time: 1.5928159952, output_fired_time: 1.6546729803, propagate_forward_time: 53.7370338440, propagate_backward_time: 84.8427505493, weight_update_time: 0.1879690439, other_time: 3.2467727661
epoch time: 11.5273923874s, input_fired_time: 0.1994142234, output_fired_time: 0.0000000000, propagate_forward_time: 10.7465324402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5814456940
validation[          , genome  6687] predictions:    9585/  10000 (95.85%), best:    9660/10000 (96.60%), error:      1374.92688, best error:      1146.14648 on epoch:     7, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 144.2288513184s, input_fired_time: 1.5876377821, output_fired_time: 1.6565651894, propagate_forward_time: 53.4487342834, propagate_backward_time: 84.3077011108, weight_update_time: 0.1877253652, other_time: 3.2282180786
epoch time: 11.3308887482s, input_fired_time: 0.1938645989, output_fired_time: 0.0000000000, propagate_forward_time: 10.5621223450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5749015808
validation[          , genome  6687] predictions:    9582/  10000 (95.82%), best:    9660/10000 (96.60%), error:      1374.67920, best error:      1146.14648 on epoch:     7, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 144.3458709717s, input_fired_time: 1.5898079872, output_fired_time: 1.6492387056, propagate_forward_time: 53.4807777405, propagate_backward_time: 84.4187850952, weight_update_time: 0.1879065037, other_time: 3.2072525024
epoch time: 11.7590656281s, input_fired_time: 0.2003179789, output_fired_time: 0.0000000000, propagate_forward_time: 10.9561805725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6025667191
validation[          , genome  6687] predictions:    9529/  10000 (95.29%), best:    9660/10000 (96.60%), error:      1562.05640, best error:      1146.14648 on epoch:     7, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 144.1693267822s, input_fired_time: 1.5832408667, output_fired_time: 1.6477382183, propagate_forward_time: 53.5970764160, propagate_backward_time: 84.1204681396, weight_update_time: 0.1887061298, other_time: 3.2208099365
epoch time: 11.4097843170s, input_fired_time: 0.1978311837, output_fired_time: 0.0000000000, propagate_forward_time: 10.6341819763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5777711868
validation[          , genome  6687] predictions:    9551/  10000 (95.51%), best:    9660/10000 (96.60%), error:      1527.82983, best error:      1146.14648 on epoch:     7, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 144.8731689453s, input_fired_time: 1.5967530012, output_fired_time: 1.6539170742, propagate_forward_time: 53.7572822571, propagate_backward_time: 84.6229782104, weight_update_time: 0.1891500950, other_time: 3.2422409058
epoch time: 10.8835945129s, input_fired_time: 0.1910678893, output_fired_time: 0.0000000000, propagate_forward_time: 10.1211690903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5713577271
validation[          , genome  6687] predictions:    9569/  10000 (95.69%), best:    9660/10000 (96.60%), error:      1521.54871, best error:      1146.14648 on epoch:     7, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 143.3964843750s, input_fired_time: 1.5842458010, output_fired_time: 1.6303794384, propagate_forward_time: 53.2241783142, propagate_backward_time: 83.7475662231, weight_update_time: 0.1861441135, other_time: 3.2101058960
epoch time: 11.6303853989s, input_fired_time: 0.2011757195, output_fired_time: 0.0000000000, propagate_forward_time: 10.8380365372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5911731720
validation[          , genome  6687] predictions:    9596/  10000 (95.96%), best:    9660/10000 (96.60%), error:      1431.22632, best error:      1146.14648 on epoch:     7, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 144.2528381348s, input_fired_time: 1.5933324099, output_fired_time: 1.6395568848, propagate_forward_time: 53.3724136353, propagate_backward_time: 84.4098815918, weight_update_time: 0.1893508732, other_time: 3.2376480103
epoch time: 10.9645957947s, input_fired_time: 0.1939402521, output_fired_time: 0.0000000000, propagate_forward_time: 10.1982669830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5723886490
validation[          , genome  6687] predictions:    9569/  10000 (95.69%), best:    9660/10000 (96.60%), error:      1475.80945, best error:      1146.14648 on epoch:     7, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 142.7661895752s, input_fired_time: 1.5884242058, output_fired_time: 1.6436241865, propagate_forward_time: 52.7898788452, propagate_backward_time: 83.5105972290, weight_update_time: 0.1868666559, other_time: 3.2336578369
epoch time: 11.4783954620s, input_fired_time: 0.1977412105, output_fired_time: 0.0000000000, propagate_forward_time: 10.6954421997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5852117538
validation[          , genome  6687] predictions:    9550/  10000 (95.50%), best:    9660/10000 (96.60%), error:      1526.61133, best error:      1146.14648 on epoch:     7, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 144.3797149658s, input_fired_time: 1.6012870073, output_fired_time: 1.6510477066, propagate_forward_time: 53.3963241577, propagate_backward_time: 84.4770736694, weight_update_time: 0.1876252890, other_time: 3.2539825439
epoch time: 11.4926128387s, input_fired_time: 0.1989084929, output_fired_time: 0.0000000000, propagate_forward_time: 10.6977710724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5959329605
validation[          , genome  6687] predictions:    9590/  10000 (95.90%), best:    9660/10000 (96.60%), error:      1422.19409, best error:      1146.14648 on epoch:     7, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 142.9910583496s, input_fired_time: 1.5754534006, output_fired_time: 1.6333380938, propagate_forward_time: 52.9401855469, propagate_backward_time: 83.6236495972, weight_update_time: 0.1886215806, other_time: 3.2184371948
epoch time: 11.5552434921s, input_fired_time: 0.1987299919, output_fired_time: 0.0000000000, propagate_forward_time: 10.7708215714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5856924057
validation[          , genome  6687] predictions:    9580/  10000 (95.80%), best:    9660/10000 (96.60%), error:      1462.76807, best error:      1146.14648 on epoch:     7, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 144.1886291504s, input_fired_time: 1.5948488712, output_fired_time: 1.6482543945, propagate_forward_time: 53.5534400940, propagate_backward_time: 84.1739120483, weight_update_time: 0.1880856007, other_time: 3.2181777954
epoch time: 11.8179941177s, input_fired_time: 0.1998295486, output_fired_time: 0.0000000000, propagate_forward_time: 11.0338020325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5843629837
validation[          , genome  6687] predictions:    9514/  10000 (95.14%), best:    9660/10000 (96.60%), error:      1544.77966, best error:      1146.14648 on epoch:     7, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 144.2312316895s, input_fired_time: 1.5857887268, output_fired_time: 1.6321593523, propagate_forward_time: 53.5787010193, propagate_backward_time: 84.2234039307, weight_update_time: 0.1893084943, other_time: 3.2111816406
epoch time: 11.7419948578s, input_fired_time: 0.1996990740, output_fired_time: 0.0000000000, propagate_forward_time: 10.9531164169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5891790390
validation[          , genome  6687] predictions:    9583/  10000 (95.83%), best:    9660/10000 (96.60%), error:      1481.53052, best error:      1146.14648 on epoch:     7, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 145.3039093018s, input_fired_time: 1.6033797264, output_fired_time: 1.6537731886, propagate_forward_time: 53.7633361816, propagate_backward_time: 85.0397415161, weight_update_time: 0.1895951331, other_time: 3.2436752319
epoch time: 11.5495729446s, input_fired_time: 0.1977091134, output_fired_time: 0.0000000000, propagate_forward_time: 10.7596769333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5921869278
validation[          , genome  6687] predictions:    9602/  10000 (96.02%), best:    9660/10000 (96.60%), error:      1369.26306, best error:      1146.14648 on epoch:     7, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 145.4265747070s, input_fired_time: 1.6054247618, output_fired_time: 1.6629427671, propagate_forward_time: 53.9392089844, propagate_backward_time: 84.9452438354, weight_update_time: 0.1912878901, other_time: 3.2737503052
epoch time: 11.8371820450s, input_fired_time: 0.2006588280, output_fired_time: 0.0000000000, propagate_forward_time: 11.0400876999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5964355469
validation[          , genome  6687] predictions:    9572/  10000 (95.72%), best:    9660/10000 (96.60%), error:      1405.37097, best error:      1146.14648 on epoch:     7, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 145.6390838623s, input_fired_time: 1.6050912142, output_fired_time: 1.6579715014, propagate_forward_time: 53.9304084778, propagate_backward_time: 85.1921844482, weight_update_time: 0.1885655671, other_time: 3.2534332275
epoch time: 11.6447277069s, input_fired_time: 0.1992485672, output_fired_time: 0.0000000000, propagate_forward_time: 10.8558502197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5896291733
validation[          , genome  6687] predictions:    9547/  10000 (95.47%), best:    9660/10000 (96.60%), error:      1550.39355, best error:      1146.14648 on epoch:     7, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 145.5928497314s, input_fired_time: 1.6063929796, output_fired_time: 1.6613987684, propagate_forward_time: 53.9727973938, propagate_backward_time: 85.0983200073, weight_update_time: 0.1901660264, other_time: 3.2539443970
epoch time: 11.3615121841s, input_fired_time: 0.1934884042, output_fired_time: 0.0000000000, propagate_forward_time: 10.5928506851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5751733780
validation[          , genome  6687] predictions:    9507/  10000 (95.07%), best:    9660/10000 (96.60%), error:      1705.61194, best error:      1146.14648 on epoch:     7, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 144.9009094238s, input_fired_time: 1.5998992920, output_fired_time: 1.6462423801, propagate_forward_time: 53.7800674438, propagate_backward_time: 84.6540985107, weight_update_time: 0.1900746524, other_time: 3.2206039429
epoch time: 11.4864282608s, input_fired_time: 0.1998772770, output_fired_time: 0.0000000000, propagate_forward_time: 10.6922626495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5942878723
validation[          , genome  6687] predictions:    9582/  10000 (95.82%), best:    9660/10000 (96.60%), error:      1392.06787, best error:      1146.14648 on epoch:     7, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 145.1861419678s, input_fired_time: 1.6052508354, output_fired_time: 1.6589463949, propagate_forward_time: 53.7671203613, propagate_backward_time: 84.9118118286, weight_update_time: 0.1882156134, other_time: 3.2430038452
epoch time: 11.3594312668s, input_fired_time: 0.1965956986, output_fired_time: 0.0000000000, propagate_forward_time: 10.5760116577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5868234634
validation[          , genome  6687] predictions:    9576/  10000 (95.76%), best:    9660/10000 (96.60%), error:      1488.99536, best error:      1146.14648 on epoch:     7, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 145.6590270996s, input_fired_time: 1.6041568518, output_fired_time: 1.6596781015, propagate_forward_time: 53.8381233215, propagate_backward_time: 85.3020629883, weight_update_time: 0.1905964762, other_time: 3.2550048828
epoch time: 11.4761133194s, input_fired_time: 0.1963153034, output_fired_time: 0.0000000000, propagate_forward_time: 10.6998081207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5799894333
validation[          , genome  6687] predictions:    9609/  10000 (96.09%), best:    9660/10000 (96.60%), error:      1371.15869, best error:      1146.14648 on epoch:     7, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 144.1694030762s, input_fired_time: 1.5890200138, output_fired_time: 1.6471304893, propagate_forward_time: 53.3307571411, propagate_backward_time: 84.3854446411, weight_update_time: 0.1865483522, other_time: 3.2170562744
epoch time: 11.6083717346s, input_fired_time: 0.1964399964, output_fired_time: 0.0000000000, propagate_forward_time: 10.8304719925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5814599991
validation[          , genome  6687] predictions:    9499/  10000 (94.99%), best:    9660/10000 (96.60%), error:      1828.55725, best error:      1146.14648 on epoch:     7, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 144.6990051270s, input_fired_time: 1.5890672207, output_fired_time: 1.6511321068, propagate_forward_time: 53.5085945129, propagate_backward_time: 84.7069625854, weight_update_time: 0.1880286932, other_time: 3.2432479858
epoch time: 11.5121278763s, input_fired_time: 0.1976628453, output_fired_time: 0.0000000000, propagate_forward_time: 10.7367095947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5777549744
validation[          , genome  6687] predictions:    9598/  10000 (95.98%), best:    9660/10000 (96.60%), error:      1368.95300, best error:      1146.14648 on epoch:     7, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 143.8208770752s, input_fired_time: 1.5934296846, output_fired_time: 1.6423071623, propagate_forward_time: 53.3081779480, propagate_backward_time: 84.0628738403, weight_update_time: 0.1871868521, other_time: 3.2140884399
epoch time: 11.7443513870s, input_fired_time: 0.2033250779, output_fired_time: 0.0000000000, propagate_forward_time: 10.9524860382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5885400772
validation[          , genome  6687] predictions:    9540/  10000 (95.40%), best:    9660/10000 (96.60%), error:      1535.69507, best error:      1146.14648 on epoch:     7, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 143.5749969482s, input_fired_time: 1.5772114992, output_fired_time: 1.6342242956, propagate_forward_time: 53.1873016357, propagate_backward_time: 83.9617462158, weight_update_time: 0.1861015409, other_time: 3.2145080566
epoch time: 11.4275436401s, input_fired_time: 0.1953051686, output_fired_time: 0.0000000000, propagate_forward_time: 10.6465787888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5856599808
validation[          , genome  6687] predictions:    9623/  10000 (96.23%), best:    9660/10000 (96.60%), error:      1329.71606, best error:      1146.14648 on epoch:     7, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 142.6811218262s, input_fired_time: 1.5788046122, output_fired_time: 1.6282110214, propagate_forward_time: 52.8193702698, propagate_backward_time: 83.4451065063, weight_update_time: 0.1870010644, other_time: 3.2096328735
epoch time: 11.6531229019s, input_fired_time: 0.2012403607, output_fired_time: 0.0000000000, propagate_forward_time: 10.8624467850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5894355774
validation[          , genome  6687] predictions:    9624/  10000 (96.24%), best:    9660/10000 (96.60%), error:      1323.13770, best error:      1146.14648 on epoch:     7, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 143.9544830322s, input_fired_time: 1.5848819017, output_fired_time: 1.6460009813, propagate_forward_time: 53.3586540222, propagate_backward_time: 84.1295166016, weight_update_time: 0.1886247844, other_time: 3.2354278564
epoch time: 11.7739400864s, input_fired_time: 0.2024081200, output_fired_time: 0.0000000000, propagate_forward_time: 10.9825115204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5890207291
validation[          , genome  6687] predictions:    9536/  10000 (95.36%), best:    9660/10000 (96.60%), error:      1644.60767, best error:      1146.14648 on epoch:     7, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 145.0618286133s, input_fired_time: 1.5973732471, output_fired_time: 1.6437761784, propagate_forward_time: 53.8202896118, propagate_backward_time: 84.7748031616, weight_update_time: 0.1887047291, other_time: 3.2255859375
epoch time: 11.5471982956s, input_fired_time: 0.1975578219, output_fired_time: 0.0000000000, propagate_forward_time: 10.7612705231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5883703232
validation[          , genome  6687] predictions:    9586/  10000 (95.86%), best:    9660/10000 (96.60%), error:      1408.03015, best error:      1146.14648 on epoch:     7, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 144.2031555176s, input_fired_time: 1.5929471254, output_fired_time: 1.6412193775, propagate_forward_time: 53.4283447266, propagate_backward_time: 84.3145675659, weight_update_time: 0.1876906604, other_time: 3.2260818481
epoch time: 11.4066028595s, input_fired_time: 0.1967253387, output_fired_time: 0.0000000000, propagate_forward_time: 10.6337671280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5761108398
validation[          , genome  6687] predictions:    9575/  10000 (95.75%), best:    9660/10000 (96.60%), error:      1490.81091, best error:      1146.14648 on epoch:     7, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 145.1530456543s, input_fired_time: 1.6017625332, output_fired_time: 1.6585932970, propagate_forward_time: 53.8005027771, propagate_backward_time: 84.8515167236, weight_update_time: 0.1895759553, other_time: 3.2406616211
epoch time: 11.3019943237s, input_fired_time: 0.1969648451, output_fired_time: 0.0000000000, propagate_forward_time: 10.5343484879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5706806183
validation[          , genome  6687] predictions:    9617/  10000 (96.17%), best:    9660/10000 (96.60%), error:      1341.79602, best error:      1146.14648 on epoch:     7, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 144.7906646729s, input_fired_time: 1.6063994169, output_fired_time: 1.6456520557, propagate_forward_time: 53.7931175232, propagate_backward_time: 84.5230407715, weight_update_time: 0.1867016256, other_time: 3.2224578857
epoch time: 11.4667215347s, input_fired_time: 0.2001887858, output_fired_time: 0.0000000000, propagate_forward_time: 10.6719617844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5945711136
validation[          , genome  6687] predictions:    9633/  10000 (96.33%), best:    9660/10000 (96.60%), error:      1308.41589, best error:      1146.14648 on epoch:     7, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 145.0801849365s, input_fired_time: 1.6119248867, output_fired_time: 1.6545816660, propagate_forward_time: 53.8843498230, propagate_backward_time: 84.6820983887, weight_update_time: 0.1902296245, other_time: 3.2472229004
epoch time: 11.5118904114s, input_fired_time: 0.2042510957, output_fired_time: 0.0000000000, propagate_forward_time: 10.7145709991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5930681229
validation[          , genome  6687] predictions:    9629/  10000 (96.29%), best:    9660/10000 (96.60%), error:      1340.20007, best error:      1146.14648 on epoch:     7, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 143.7739105225s, input_fired_time: 1.6096343994, output_fired_time: 1.6390980482, propagate_forward_time: 53.2972297668, propagate_backward_time: 84.0042724609, weight_update_time: 0.1873591393, other_time: 3.2236785889
epoch time: 11.8099241257s, input_fired_time: 0.1991889626, output_fired_time: 0.0000000000, propagate_forward_time: 11.0160369873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5946979523
validation[          , genome  6687] predictions:    9567/  10000 (95.67%), best:    9660/10000 (96.60%), error:      1443.29736, best error:      1146.14648 on epoch:     7, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 144.1452941895s, input_fired_time: 1.5957262516, output_fired_time: 1.6364799738, propagate_forward_time: 53.2186088562, propagate_backward_time: 84.4694595337, weight_update_time: 0.1902469397, other_time: 3.2250137329
epoch time: 11.6542863846s, input_fired_time: 0.2021258324, output_fired_time: 0.0000000000, propagate_forward_time: 10.8622131348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5899477005
validation[          , genome  6687] predictions:    9613/  10000 (96.13%), best:    9660/10000 (96.60%), error:      1377.71704, best error:      1146.14648 on epoch:     7, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 144.6556701660s, input_fired_time: 1.6113559008, output_fired_time: 1.6443914175, propagate_forward_time: 53.7916374207, propagate_backward_time: 84.3632507324, weight_update_time: 0.1898466945, other_time: 3.2450256348
epoch time: 11.6037645340s, input_fired_time: 0.1972786635, output_fired_time: 0.0000000000, propagate_forward_time: 10.8225860596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5838994980
validation[          , genome  6687] predictions:    9585/  10000 (95.85%), best:    9660/10000 (96.60%), error:      1498.61572, best error:      1146.14648 on epoch:     7, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 145.3339233398s, input_fired_time: 1.6003817320, output_fired_time: 1.6543731689, propagate_forward_time: 53.5207443237, propagate_backward_time: 85.3050155640, weight_update_time: 0.1915010661, other_time: 3.2534027100
epoch time: 11.6342782974s, input_fired_time: 0.2026782185, output_fired_time: 0.0000000000, propagate_forward_time: 10.8370161057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5945835114
validation[          , genome  6687] predictions:    9564/  10000 (95.64%), best:    9660/10000 (96.60%), error:      1564.12854, best error:      1146.14648 on epoch:     7, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 143.5763244629s, input_fired_time: 1.5992829800, output_fired_time: 1.6383976936, propagate_forward_time: 53.1972312927, propagate_backward_time: 83.9181060791, weight_update_time: 0.1861302704, other_time: 3.2232971191
epoch time: 11.5189580917s, input_fired_time: 0.1968837827, output_fired_time: 0.0000000000, propagate_forward_time: 10.7421236038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5799503326
validation[          , genome  6687] predictions:    9562/  10000 (95.62%), best:    9660/10000 (96.60%), error:      1539.18677, best error:      1146.14648 on epoch:     7, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 145.2633666992s, input_fired_time: 1.6033689976, output_fired_time: 1.6587955952, propagate_forward_time: 53.7130088806, propagate_backward_time: 85.0516281128, weight_update_time: 0.1887138039, other_time: 3.2365646362
epoch time: 11.5415897369s, input_fired_time: 0.1976009905, output_fired_time: 0.0000000000, propagate_forward_time: 10.7644920349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5794963837
validation[          , genome  6687] predictions:    9574/  10000 (95.74%), best:    9660/10000 (96.60%), error:      1527.66882, best error:      1146.14648 on epoch:     7, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 145.5085449219s, input_fired_time: 1.5982356071, output_fired_time: 1.6530220509, propagate_forward_time: 53.8916893005, propagate_backward_time: 85.1050491333, weight_update_time: 0.1896891743, other_time: 3.2605514526
epoch time: 11.6432323456s, input_fired_time: 0.2006527781, output_fired_time: 0.0000000000, propagate_forward_time: 10.8574848175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5850944519
validation[          , genome  6687] predictions:    9622/  10000 (96.22%), best:    9660/10000 (96.60%), error:      1314.21497, best error:      1146.14648 on epoch:     7, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 143.1247406006s, input_fired_time: 1.5894316435, output_fired_time: 1.6405203342, propagate_forward_time: 53.2556457520, propagate_backward_time: 83.4383392334, weight_update_time: 0.1853872985, other_time: 3.2008056641
epoch time: 11.8553199768s, input_fired_time: 0.2029836774, output_fired_time: 0.0000000000, propagate_forward_time: 11.0545949936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5977411270
validation[          , genome  6687] predictions:    9537/  10000 (95.37%), best:    9660/10000 (96.60%), error:      1608.48071, best error:      1146.14648 on epoch:     7, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 144.7274475098s, input_fired_time: 1.6006917953, output_fired_time: 1.6518117189, propagate_forward_time: 53.8715972900, propagate_backward_time: 84.3808593750, weight_update_time: 0.1879351735, other_time: 3.2224884033
epoch time: 11.6045904160s, input_fired_time: 0.1974750161, output_fired_time: 0.0000000000, propagate_forward_time: 10.8190727234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5880422592
validation[          , genome  6687] predictions:    9551/  10000 (95.51%), best:    9660/10000 (96.60%), error:      1509.95044, best error:      1146.14648 on epoch:     7, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 144.4523162842s, input_fired_time: 1.5936892033, output_fired_time: 1.6386868954, propagate_forward_time: 53.6843833923, propagate_backward_time: 84.2979583740, weight_update_time: 0.1910577267, other_time: 3.2375946045
epoch time: 11.2777795792s, input_fired_time: 0.1923531592, output_fired_time: 0.0000000000, propagate_forward_time: 10.5070285797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5783977509
validation[          , genome  6687] predictions:    9595/  10000 (95.95%), best:    9660/10000 (96.60%), error:      1388.23267, best error:      1146.14648 on epoch:     7, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 144.6402130127s, input_fired_time: 1.5934265852, output_fired_time: 1.6411427259, propagate_forward_time: 53.6682548523, propagate_backward_time: 84.5033187866, weight_update_time: 0.1895515323, other_time: 3.2340621948
epoch time: 11.6165151596s, input_fired_time: 0.2020500749, output_fired_time: 0.0000000000, propagate_forward_time: 10.8193693161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5950956345
validation[          , genome  6687] predictions:    9565/  10000 (95.65%), best:    9660/10000 (96.60%), error:      1464.79321, best error:      1146.14648 on epoch:     7, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 145.0161132813s, input_fired_time: 1.6094273329, output_fired_time: 1.6419768333, propagate_forward_time: 53.7896690369, propagate_backward_time: 84.7254333496, weight_update_time: 0.1898547709, other_time: 3.2496032715
epoch time: 11.4030208588s, input_fired_time: 0.1932808906, output_fired_time: 0.0000000000, propagate_forward_time: 10.6325950623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5771446228
validation[          , genome  6687] predictions:    9573/  10000 (95.73%), best:    9660/10000 (96.60%), error:      1487.39014, best error:      1146.14648 on epoch:     7, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 143.7940216064s, input_fired_time: 1.5907728672, output_fired_time: 1.6533102989, propagate_forward_time: 53.3976287842, propagate_backward_time: 83.9264984131, weight_update_time: 0.1897076219, other_time: 3.2258148193
epoch time: 11.3785514832s, input_fired_time: 0.1916844696, output_fired_time: 0.0000000000, propagate_forward_time: 10.6151466370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5717201233
validation[          , genome  6687] predictions:    9553/  10000 (95.53%), best:    9660/10000 (96.60%), error:      1503.79456, best error:      1146.14648 on epoch:     7, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 144.0522155762s, input_fired_time: 1.6042282581, output_fired_time: 1.6429816484, propagate_forward_time: 53.6935119629, propagate_backward_time: 83.8779678345, weight_update_time: 0.1885891408, other_time: 3.2335281372
epoch time: 11.6052875519s, input_fired_time: 0.1973547637, output_fired_time: 0.0000000000, propagate_forward_time: 10.8173055649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5906276703
validation[          , genome  6687] predictions:    9577/  10000 (95.77%), best:    9660/10000 (96.60%), error:      1461.28662, best error:      1146.14648 on epoch:     7, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 144.7423248291s, input_fired_time: 1.6027418375, output_fired_time: 1.6428680420, propagate_forward_time: 53.9390563965, propagate_backward_time: 84.3300247192, weight_update_time: 0.1907496154, other_time: 3.2276382446
epoch time: 11.2734746933s, input_fired_time: 0.1954761595, output_fired_time: 0.0000000000, propagate_forward_time: 10.4966068268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5813913345
validation[          , genome  6687] predictions:    9603/  10000 (96.03%), best:    9660/10000 (96.60%), error:      1390.83777, best error:      1146.14648 on epoch:     7, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 145.3511962891s, input_fired_time: 1.5975341797, output_fired_time: 1.6552996635, propagate_forward_time: 53.8893318176, propagate_backward_time: 84.9790115356, weight_update_time: 0.1889845431, other_time: 3.2300186157
epoch time: 11.5386838913s, input_fired_time: 0.1975951940, output_fired_time: 0.0000000000, propagate_forward_time: 10.7520666122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5890216827
validation[          , genome  6687] predictions:    9583/  10000 (95.83%), best:    9660/10000 (96.60%), error:      1433.44189, best error:      1146.14648 on epoch:     7, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 144.6611633301s, input_fired_time: 1.6121536493, output_fired_time: 1.6469287872, propagate_forward_time: 53.4422187805, propagate_backward_time: 84.7291259766, weight_update_time: 0.1902366579, other_time: 3.2307434082
epoch time: 11.4685306549s, input_fired_time: 0.1965374500, output_fired_time: 0.0000000000, propagate_forward_time: 10.6909637451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5810298920
validation[          , genome  6687] predictions:    9607/  10000 (96.07%), best:    9660/10000 (96.60%), error:      1357.27344, best error:      1146.14648 on epoch:     7, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 144.8992919922s, input_fired_time: 1.6089133024, output_fired_time: 1.6466287374, propagate_forward_time: 53.8414535522, propagate_backward_time: 84.5627059937, weight_update_time: 0.1879814267, other_time: 3.2395935059
epoch time: 11.5117645264s, input_fired_time: 0.2007332444, output_fired_time: 0.0000000000, propagate_forward_time: 10.7171077728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5939235687
validation[          , genome  6687] predictions:    9590/  10000 (95.90%), best:    9660/10000 (96.60%), error:      1427.81738, best error:      1146.14648 on epoch:     7, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 142.9056549072s, input_fired_time: 1.5974967480, output_fired_time: 1.6221563816, propagate_forward_time: 53.0437965393, propagate_backward_time: 83.4115295410, weight_update_time: 0.1884929091, other_time: 3.2306671143
epoch time: 11.4364423752s, input_fired_time: 0.1982206404, output_fired_time: 0.0000000000, propagate_forward_time: 10.6627082825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5755138397
validation[          , genome  6687] predictions:    9622/  10000 (96.22%), best:    9660/10000 (96.60%), error:      1304.21472, best error:      1146.14648 on epoch:     7, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 143.4406433105s, input_fired_time: 1.6009895802, output_fired_time: 1.6390348673, propagate_forward_time: 53.0055007935, propagate_backward_time: 83.9886169434, weight_update_time: 0.1865510941, other_time: 3.2065048218
epoch time: 10.3288755417s, input_fired_time: 0.1839815527, output_fired_time: 0.0000000000, propagate_forward_time: 9.5957031250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491905212
validation[          , genome  6687] predictions:    9617/  10000 (96.17%), best:    9660/10000 (96.60%), error:      1340.25867, best error:      1146.14648 on epoch:     7, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 143.9314880371s, input_fired_time: 1.6075336933, output_fired_time: 1.6388640404, propagate_forward_time: 53.3760528564, propagate_backward_time: 84.0845336914, weight_update_time: 0.1875303984, other_time: 3.2245025635
epoch time: 11.3479661942s, input_fired_time: 0.1980364323, output_fired_time: 0.0000000000, propagate_forward_time: 10.5674743652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5824556351
validation[          , genome  6687] predictions:    9616/  10000 (96.16%), best:    9660/10000 (96.60%), error:      1300.47278, best error:      1146.14648 on epoch:     7, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 145.4056091309s, input_fired_time: 1.6200639009, output_fired_time: 1.6592973471, propagate_forward_time: 53.9494972229, propagate_backward_time: 84.9395904541, weight_update_time: 0.1877384186, other_time: 3.2371520996
epoch time: 11.5385265350s, input_fired_time: 0.2004626095, output_fired_time: 0.0000000000, propagate_forward_time: 10.7564058304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5816583633
validation[          , genome  6687] predictions:    9621/  10000 (96.21%), best:    9660/10000 (96.60%), error:      1323.44458, best error:      1146.14648 on epoch:     7, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 144.4573059082s, input_fired_time: 1.6099596024, output_fired_time: 1.6437797546, propagate_forward_time: 53.6517868042, propagate_backward_time: 84.3322830200, weight_update_time: 0.1878763437, other_time: 3.2194976807
epoch time: 11.3012990952s, input_fired_time: 0.1961398572, output_fired_time: 0.0000000000, propagate_forward_time: 10.5439653397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611934662
validation[          , genome  6687] predictions:    9571/  10000 (95.71%), best:    9660/10000 (96.60%), error:      1434.18835, best error:      1146.14648 on epoch:     7, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 144.4401092529s, input_fired_time: 1.6059046984, output_fired_time: 1.6526458263, propagate_forward_time: 53.5155105591, propagate_backward_time: 84.4361038208, weight_update_time: 0.1894056499, other_time: 3.2299346924
epoch time: 11.4895095825s, input_fired_time: 0.1992227584, output_fired_time: 0.0000000000, propagate_forward_time: 10.7056083679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5846786499
validation[          , genome  6687] predictions:    9607/  10000 (96.07%), best:    9660/10000 (96.60%), error:      1364.93323, best error:      1146.14648 on epoch:     7, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 145.3287200928s, input_fired_time: 1.6183018684, output_fired_time: 1.6564486027, propagate_forward_time: 53.9084396362, propagate_backward_time: 84.9005050659, weight_update_time: 0.1896905303, other_time: 3.2450256348
epoch time: 11.2895631790s, input_fired_time: 0.1990874559, output_fired_time: 0.0000000000, propagate_forward_time: 10.5130968094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5773792267
validation[          , genome  6687] predictions:    9593/  10000 (95.93%), best:    9660/10000 (96.60%), error:      1420.17395, best error:      1146.14648 on epoch:     7, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 145.8040008545s, input_fired_time: 1.6194059849, output_fired_time: 1.6625922918, propagate_forward_time: 54.1080741882, propagate_backward_time: 85.1460037231, weight_update_time: 0.1912904382, other_time: 3.2679214478
epoch time: 11.1240224838s, input_fired_time: 0.1942135841, output_fired_time: 0.0000000000, propagate_forward_time: 10.3602228165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5695858002
validation[          , genome  6687] predictions:    9594/  10000 (95.94%), best:    9660/10000 (96.60%), error:      1410.17188, best error:      1146.14648 on epoch:     7, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 145.4390411377s, input_fired_time: 1.6184732914, output_fired_time: 1.6537894011, propagate_forward_time: 54.0014610291, propagate_backward_time: 84.9346923828, weight_update_time: 0.1898196489, other_time: 3.2306213379
epoch time: 11.6046915054s, input_fired_time: 0.2043250203, output_fired_time: 0.0000000000, propagate_forward_time: 10.8104238510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5899429321
validation[          , genome  6687] predictions:    9618/  10000 (96.18%), best:    9660/10000 (96.60%), error:      1303.41174, best error:      1146.14648 on epoch:     7, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 144.8384246826s, input_fired_time: 1.6186481714, output_fired_time: 1.6550225019, propagate_forward_time: 53.6082954407, propagate_backward_time: 84.7102966309, weight_update_time: 0.1884427071, other_time: 3.2461547852
epoch time: 11.3110895157s, input_fired_time: 0.1991733462, output_fired_time: 0.0000000000, propagate_forward_time: 10.5294494629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5824670792
validation[          , genome  6687] predictions:    9624/  10000 (96.24%), best:    9660/10000 (96.60%), error:      1329.37280, best error:      1146.14648 on epoch:     7, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 144.4570770264s, input_fired_time: 1.6135609150, output_fired_time: 1.6431949139, propagate_forward_time: 53.5705490112, propagate_backward_time: 84.3877716064, weight_update_time: 0.1890624762, other_time: 3.2420120239
epoch time: 11.2886304855s, input_fired_time: 0.1953118593, output_fired_time: 0.0000000000, propagate_forward_time: 10.5225696564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5707492828
validation[          , genome  6687] predictions:    9583/  10000 (95.83%), best:    9660/10000 (96.60%), error:      1489.20898, best error:      1146.14648 on epoch:     7, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 143.6369628906s, input_fired_time: 1.6038757563, output_fired_time: 1.6505273581, propagate_forward_time: 53.3013381958, propagate_backward_time: 83.8475112915, weight_update_time: 0.1876960248, other_time: 3.2337036133
epoch time: 11.7014141083s, input_fired_time: 0.2024053633, output_fired_time: 0.0000000000, propagate_forward_time: 10.9163494110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5826597214
validation[          , genome  6687] predictions:    9636/  10000 (96.36%), best:    9660/10000 (96.60%), error:      1303.79016, best error:      1146.14648 on epoch:     7, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 144.6496734619s, input_fired_time: 1.6106028557, output_fired_time: 1.6440221071, propagate_forward_time: 53.5924682617, propagate_backward_time: 84.5725250244, weight_update_time: 0.1886768937, other_time: 3.2300567627
epoch time: 11.5106077194s, input_fired_time: 0.2017184496, output_fired_time: 0.0000000000, propagate_forward_time: 10.7185487747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5903406143
validation[          , genome  6687] predictions:    9633/  10000 (96.33%), best:    9660/10000 (96.60%), error:      1314.62720, best error:      1146.14648 on epoch:     7, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 142.9894256592s, input_fired_time: 1.5893814564, output_fired_time: 1.6279599667, propagate_forward_time: 53.1406440735, propagate_backward_time: 83.4425735474, weight_update_time: 0.1848659217, other_time: 3.1888656616
epoch time: 11.4046220779s, input_fired_time: 0.1966532320, output_fired_time: 0.0000000000, propagate_forward_time: 10.6307487488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5772199631
validation[          , genome  6687] predictions:    9577/  10000 (95.77%), best:    9660/10000 (96.60%), error:      1458.11829, best error:      1146.14648 on epoch:     7, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 142.7033233643s, input_fired_time: 1.5910629034, output_fired_time: 1.6362257004, propagate_forward_time: 52.9146614075, propagate_backward_time: 83.3716583252, weight_update_time: 0.1875862032, other_time: 3.1897125244
epoch time: 10.7320423126s, input_fired_time: 0.1888076812, output_fired_time: 0.0000000000, propagate_forward_time: 9.9899082184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5533266068
validation[          , genome  6687] predictions:    9628/  10000 (96.28%), best:    9660/10000 (96.60%), error:      1324.21497, best error:      1146.14648 on epoch:     7, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 144.5332183838s, input_fired_time: 1.6060875654, output_fired_time: 1.6462781429, propagate_forward_time: 53.5880966187, propagate_backward_time: 84.4563980103, weight_update_time: 0.1889149845, other_time: 3.2363586426
epoch time: 11.2861070633s, input_fired_time: 0.1954819113, output_fired_time: 0.0000000000, propagate_forward_time: 10.5236635208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5669612885
validation[          , genome  6687] predictions:    9620/  10000 (96.20%), best:    9660/10000 (96.60%), error:      1369.64551, best error:      1146.14648 on epoch:     7, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 143.6743927002s, input_fired_time: 1.5933533907, output_fired_time: 1.6391259432, propagate_forward_time: 53.1680984497, propagate_backward_time: 84.0521469116, weight_update_time: 0.1874983609, other_time: 3.2216644287
epoch time: 11.4042387009s, input_fired_time: 0.1969327033, output_fired_time: 0.0000000000, propagate_forward_time: 10.6342144012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5730915070
validation[          , genome  6687] predictions:    9600/  10000 (96.00%), best:    9660/10000 (96.60%), error:      1410.29480, best error:      1146.14648 on epoch:     7, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 145.0652618408s, input_fired_time: 1.6086590290, output_fired_time: 1.6519474983, propagate_forward_time: 53.7329978943, propagate_backward_time: 84.8335952759, weight_update_time: 0.1909037381, other_time: 3.2380599976
epoch time: 11.7814435959s, input_fired_time: 0.2023884803, output_fired_time: 0.0000000000, propagate_forward_time: 10.9857940674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5932607651
validation[          , genome  6687] predictions:    9615/  10000 (96.15%), best:    9660/10000 (96.60%), error:      1336.35852, best error:      1146.14648 on epoch:     7, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 144.7888488770s, input_fired_time: 1.6161518097, output_fired_time: 1.6498386860, propagate_forward_time: 53.7673110962, propagate_backward_time: 84.5320739746, weight_update_time: 0.1917936206, other_time: 3.2234725952
epoch time: 11.6557312012s, input_fired_time: 0.2028835118, output_fired_time: 0.0000000000, propagate_forward_time: 10.8659954071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5868520737
validation[          , genome  6687] predictions:    9605/  10000 (96.05%), best:    9660/10000 (96.60%), error:      1389.54395, best error:      1146.14648 on epoch:     7, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 145.2677001953s, input_fired_time: 1.6184991598, output_fired_time: 1.6577191353, propagate_forward_time: 54.0879325867, propagate_backward_time: 84.6750946045, weight_update_time: 0.1878875792, other_time: 3.2284545898
epoch time: 11.3646097183s, input_fired_time: 0.1975764632, output_fired_time: 0.0000000000, propagate_forward_time: 10.5875034332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5795297623
validation[          , genome  6687] predictions:    9623/  10000 (96.23%), best:    9660/10000 (96.60%), error:      1351.74841, best error:      1146.14648 on epoch:     7, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 146.5695953369s, input_fired_time: 1.6312054396, output_fired_time: 1.6743829250, propagate_forward_time: 54.4653205872, propagate_backward_time: 85.5301971436, weight_update_time: 0.1905595660, other_time: 3.2684936523
epoch time: 11.4238443375s, input_fired_time: 0.2000923455, output_fired_time: 0.0000000000, propagate_forward_time: 10.6423368454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5814151764
validation[          , genome  6687] predictions:    9592/  10000 (95.92%), best:    9660/10000 (96.60%), error:      1429.86243, best error:      1146.14648 on epoch:     7, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 145.0655670166s, input_fired_time: 1.6139832735, output_fired_time: 1.6583987474, propagate_forward_time: 53.6890487671, propagate_backward_time: 84.8726119995, weight_update_time: 0.1894889176, other_time: 3.2315216064
epoch time: 11.4019517899s, input_fired_time: 0.2004403472, output_fired_time: 0.0000000000, propagate_forward_time: 10.6248559952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5766553879
validation[          , genome  6687] predictions:    9596/  10000 (95.96%), best:    9660/10000 (96.60%), error:      1470.48669, best error:      1146.14648 on epoch:     7, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 144.0562286377s, input_fired_time: 1.6086040735, output_fired_time: 1.6492836475, propagate_forward_time: 53.3406486511, propagate_backward_time: 84.2390670776, weight_update_time: 0.1865323633, other_time: 3.2186355591
epoch time: 11.3703765869s, input_fired_time: 0.1990763545, output_fired_time: 0.0000000000, propagate_forward_time: 10.5967512131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5745487213
validation[          , genome  6687] predictions:    9607/  10000 (96.07%), best:    9660/10000 (96.60%), error:      1381.67395, best error:      1146.14648 on epoch:     7, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 145.2628784180s, input_fired_time: 1.6238619089, output_fired_time: 1.6517617702, propagate_forward_time: 53.8158035278, propagate_backward_time: 84.9386901855, weight_update_time: 0.1876329035, other_time: 3.2327651978
epoch time: 11.4761085510s, input_fired_time: 0.2010814101, output_fired_time: 0.0000000000, propagate_forward_time: 10.6934862137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5815410614
validation[          , genome  6687] predictions:    9602/  10000 (96.02%), best:    9660/10000 (96.60%), error:      1488.33508, best error:      1146.14648 on epoch:     7, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 145.9112548828s, input_fired_time: 1.6252021790, output_fired_time: 1.6664299965, propagate_forward_time: 53.9938278198, propagate_backward_time: 85.3597488403, weight_update_time: 0.1910492033, other_time: 3.2660522461
epoch time: 11.3088130951s, input_fired_time: 0.1990455687, output_fired_time: 0.0000000000, propagate_forward_time: 10.5270938873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5826740265
validation[          , genome  6687] predictions:    9614/  10000 (96.14%), best:    9660/10000 (96.60%), error:      1356.94727, best error:      1146.14648 on epoch:     7, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 145.0555877686s, input_fired_time: 1.6258562803, output_fired_time: 1.6602504253, propagate_forward_time: 53.7653045654, propagate_backward_time: 84.7892074585, weight_update_time: 0.1876124442, other_time: 3.2149734497
epoch time: 11.6936759949s, input_fired_time: 0.2038419694, output_fired_time: 0.0000000000, propagate_forward_time: 10.9137468338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5760869980
validation[          , genome  6687] predictions:    9643/  10000 (96.43%), best:    9660/10000 (96.60%), error:      1280.45276, best error:      1146.14648 on epoch:     7, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 145.3861236572s, input_fired_time: 1.6255218983, output_fired_time: 1.6526317596, propagate_forward_time: 53.9803810120, propagate_backward_time: 84.9137344360, weight_update_time: 0.1902362406, other_time: 3.2138595581
epoch time: 11.6983184814s, input_fired_time: 0.2055385411, output_fired_time: 0.0000000000, propagate_forward_time: 10.9090642929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5837154388
validation[          , genome  6687] predictions:    9611/  10000 (96.11%), best:    9660/10000 (96.60%), error:      1362.54675, best error:      1146.14648 on epoch:     7, 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: 57.8783645630s, input_fired_time: 0.9960097075, output_fired_time: 0.0000000000, propagate_forward_time: 53.9418640137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9404907227
best training[          , genome  6687] predictions:   48634/  50000 (97.27%), best:    9660/10000 (96.60%), error:      4804.60840, best error:      1146.14648 on epoch:     7, 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: 11.5185279846s, input_fired_time: 0.2000624686, output_fired_time: 0.0000000000, propagate_forward_time: 10.7331266403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5853385925
   testing[          , genome  6687] predictions:    9695/  10000 (96.95%), best:    9660/10000 (96.60%), error:      1039.69495, best error:      1146.14648 on epoch:     7, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:35:20 (5156): called boinc_finish(0)

</stderr_txt>
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