Nameexact_genome_1512568488_45_4995_0
Workunit2596202
Created7 Dec 2017, 12:46:48 UTC
Sent7 Dec 2017, 12:48:20 UTC
Report deadline11 Dec 2017, 7:03:56 UTC
Received7 Dec 2017, 14:45:15 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 56 min 25 sec
CPU time1 hours 56 min 21 sec
Validate stateValid
Credit940.21
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.89 MB
Peak swap size153.36 MB
Peak disk usage2.05 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0644667447, output_fired_time: 0.0000000000, propagate_forward_time: 4.8369722366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915657997
validation[          , genome  4995] predictions:    9656/  10000 (96.56%), best:    9656/10000 (96.56%), error:      1144.81824, best error:      1144.81824 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 63.1353454590s, input_fired_time: 0.5222131014, output_fired_time: 0.4827021360, propagate_forward_time: 24.0138187408, propagate_backward_time: 35.8858184814, weight_update_time: 0.1306873113, other_time: 2.2307968140
epoch time: 5.2535672188s, input_fired_time: 0.0639182478, output_fired_time: 0.0000000000, propagate_forward_time: 4.7919025421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3977465630
validation[          , genome  4995] predictions:    9595/  10000 (95.95%), best:    9656/10000 (96.56%), error:      1395.53503, best error:      1144.81824 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 63.5546607971s, input_fired_time: 0.5260703564, output_fired_time: 0.4896152318, propagate_forward_time: 24.1201591492, propagate_backward_time: 36.1787948608, weight_update_time: 0.1307796091, other_time: 2.2400207520
epoch time: 5.2892656326s, input_fired_time: 0.0649498999, output_fired_time: 0.0000000000, propagate_forward_time: 4.8239650726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4003505707
validation[          , genome  4995] predictions:    9603/  10000 (96.03%), best:    9656/10000 (96.56%), error:      1291.01221, best error:      1144.81824 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 63.3330383301s, input_fired_time: 0.5184383392, output_fired_time: 0.4890422225, propagate_forward_time: 24.1053142548, propagate_backward_time: 36.0382232666, weight_update_time: 0.1300346851, other_time: 2.1820220947
epoch time: 5.2987184525s, input_fired_time: 0.0645393655, output_fired_time: 0.0000000000, propagate_forward_time: 4.8419356346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3922433853
validation[          , genome  4995] predictions:    9547/  10000 (95.47%), best:    9656/10000 (96.56%), error:      1438.83765, best error:      1144.81824 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 63.5810203552s, input_fired_time: 0.5197628736, output_fired_time: 0.4884844422, propagate_forward_time: 24.1905155182, propagate_backward_time: 36.2061347961, weight_update_time: 0.1300901771, other_time: 2.1761207581
epoch time: 5.2899541855s, input_fired_time: 0.0648204163, output_fired_time: 0.0000000000, propagate_forward_time: 4.8339185715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912153244
validation[          , genome  4995] predictions:    9595/  10000 (95.95%), best:    9656/10000 (96.56%), error:      1287.38940, best error:      1144.81824 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 63.6526260376s, input_fired_time: 0.5176506639, output_fired_time: 0.4927273989, propagate_forward_time: 24.2118396759, propagate_backward_time: 36.2504425049, weight_update_time: 0.1302153915, other_time: 2.1799621582
epoch time: 5.3013176918s, input_fired_time: 0.0646478757, output_fired_time: 0.0000000000, propagate_forward_time: 4.8432211876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934488297
validation[          , genome  4995] predictions:    9604/  10000 (96.04%), best:    9656/10000 (96.56%), error:      1254.18555, best error:      1144.81824 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 63.7400817871s, input_fired_time: 0.5267989635, output_fired_time: 0.4909037352, propagate_forward_time: 24.2098045349, propagate_backward_time: 36.2686424255, weight_update_time: 0.1326778531, other_time: 2.2439346313
epoch time: 5.3063755035s, input_fired_time: 0.0651348159, output_fired_time: 0.0000000000, propagate_forward_time: 4.8408079147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004325867
validation[          , genome  4995] predictions:    9627/  10000 (96.27%), best:    9656/10000 (96.56%), error:      1239.48828, best error:      1144.81824 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 63.6064949036s, input_fired_time: 0.5218825340, output_fired_time: 0.4889267683, propagate_forward_time: 24.1788806915, propagate_backward_time: 36.2282981873, weight_update_time: 0.1296288371, other_time: 2.1885108948
epoch time: 5.2915406227s, input_fired_time: 0.0642736927, output_fired_time: 0.0000000000, propagate_forward_time: 4.8372712135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3899955750
validation[          , genome  4995] predictions:    9616/  10000 (96.16%), best:    9656/10000 (96.56%), error:      1231.92236, best error:      1144.81824 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 63.5736885071s, input_fired_time: 0.5195267200, output_fired_time: 0.4916866422, propagate_forward_time: 24.1906833649, propagate_backward_time: 36.1840667725, weight_update_time: 0.1311520189, other_time: 2.1877212524
epoch time: 5.2858209610s, input_fired_time: 0.0649460256, output_fired_time: 0.0000000000, propagate_forward_time: 4.8282766342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925981522
validation[          , genome  4995] predictions:    9608/  10000 (96.08%), best:    9656/10000 (96.56%), error:      1246.98169, best error:      1144.81824 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 63.6175651550s, input_fired_time: 0.5250502229, output_fired_time: 0.4920762777, propagate_forward_time: 24.1272773743, propagate_backward_time: 36.2216262817, weight_update_time: 0.1317262352, other_time: 2.2515335083
epoch time: 5.2879462242s, input_fired_time: 0.0654013678, output_fired_time: 0.0000000000, propagate_forward_time: 4.8238363266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3987083435
validation[          , genome  4995] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1086.30896, best error:      1086.30896 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 63.1868896484s, input_fired_time: 0.5192968845, output_fired_time: 0.4866997600, propagate_forward_time: 24.0385456085, propagate_backward_time: 35.9675216675, weight_update_time: 0.1298667490, other_time: 2.1748275757
epoch time: 5.2590932846s, input_fired_time: 0.0641229078, output_fired_time: 0.0000000000, propagate_forward_time: 4.8012213707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937492371
validation[          , genome  4995] predictions:    9616/  10000 (96.16%), best:    9683/10000 (96.83%), error:      1160.71973, best error:      1086.30896 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 63.2831878662s, input_fired_time: 0.5237653255, output_fired_time: 0.4851139188, propagate_forward_time: 24.0590038300, propagate_backward_time: 36.0027809143, weight_update_time: 0.1308624446, other_time: 2.2125205994
epoch time: 5.2713913918s, input_fired_time: 0.0648387969, output_fired_time: 0.0000000000, propagate_forward_time: 4.8087248802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3978276253
validation[          , genome  4995] predictions:    9633/  10000 (96.33%), best:    9683/10000 (96.83%), error:      1129.77063, best error:      1086.30896 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 63.1131973267s, input_fired_time: 0.5180664659, output_fired_time: 0.4842108488, propagate_forward_time: 23.9830665588, propagate_backward_time: 35.9590339661, weight_update_time: 0.1281154454, other_time: 2.1688194275
epoch time: 5.2516236305s, input_fired_time: 0.0642796829, output_fired_time: 0.0000000000, propagate_forward_time: 4.7960486412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912954330
validation[          , genome  4995] predictions:    9646/  10000 (96.46%), best:    9683/10000 (96.83%), error:      1100.13184, best error:      1086.30896 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 63.4145736694s, input_fired_time: 0.5195408463, output_fired_time: 0.4896882772, propagate_forward_time: 24.0830249786, propagate_backward_time: 36.1472740173, weight_update_time: 0.1303016096, other_time: 2.1750450134
epoch time: 5.3006863594s, input_fired_time: 0.0643945634, output_fired_time: 0.0000000000, propagate_forward_time: 4.8445501328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917417526
validation[          , genome  4995] predictions:    9661/  10000 (96.61%), best:    9683/10000 (96.83%), error:      1089.08594, best error:      1086.30896 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 63.7119827271s, input_fired_time: 0.5206448436, output_fired_time: 0.4917378426, propagate_forward_time: 24.2289943695, propagate_backward_time: 36.2907943726, weight_update_time: 0.1299164295, other_time: 2.1798095703
epoch time: 5.3170986176s, input_fired_time: 0.0654773787, output_fired_time: 0.0000000000, propagate_forward_time: 4.8501744270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4014468193
validation[          , genome  4995] predictions:    9633/  10000 (96.33%), best:    9683/10000 (96.83%), error:      1190.60986, best error:      1086.30896 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 63.1992492676s, input_fired_time: 0.5248500705, output_fired_time: 0.4851198196, propagate_forward_time: 24.0440292358, propagate_backward_time: 35.9098129272, weight_update_time: 0.1302060187, other_time: 2.2354393005
epoch time: 5.2494187355s, input_fired_time: 0.0650164932, output_fired_time: 0.0000000000, propagate_forward_time: 4.7874341011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969683647
validation[          , genome  4995] predictions:    9624/  10000 (96.24%), best:    9683/10000 (96.83%), error:      1201.37817, best error:      1086.30896 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 63.1957283020s, input_fired_time: 0.5216518044, output_fired_time: 0.4859990776, propagate_forward_time: 24.0235595703, propagate_backward_time: 35.9923019409, weight_update_time: 0.1304259300, other_time: 2.1722145081
epoch time: 5.2732448578s, input_fired_time: 0.0644470975, output_fired_time: 0.0000000000, propagate_forward_time: 4.8113718033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974261284
validation[          , genome  4995] predictions:    9619/  10000 (96.19%), best:    9683/10000 (96.83%), error:      1213.01917, best error:      1086.30896 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 62.9228744507s, input_fired_time: 0.5268229246, output_fired_time: 0.4824250340, propagate_forward_time: 23.9980239868, propagate_backward_time: 35.6793670654, weight_update_time: 0.1302324831, other_time: 2.2362365723
epoch time: 5.2601323128s, input_fired_time: 0.0662475526, output_fired_time: 0.0000000000, propagate_forward_time: 4.7943253517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3995594978
validation[          , genome  4995] predictions:    9618/  10000 (96.18%), best:    9683/10000 (96.83%), error:      1160.86523, best error:      1086.30896 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 63.2982635498s, input_fired_time: 0.5221765041, output_fired_time: 0.4866663814, propagate_forward_time: 24.1005268097, propagate_backward_time: 36.0070800781, weight_update_time: 0.1288976371, other_time: 2.1818161011
epoch time: 5.2668256760s, input_fired_time: 0.0647324324, output_fired_time: 0.0000000000, propagate_forward_time: 4.8102445602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918485641
validation[          , genome  4995] predictions:    9652/  10000 (96.52%), best:    9683/10000 (96.83%), error:      1107.25586, best error:      1086.30896 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 63.1645812988s, input_fired_time: 0.5228515863, output_fired_time: 0.4855257571, propagate_forward_time: 24.0345325470, propagate_backward_time: 35.9422149658, weight_update_time: 0.1286677718, other_time: 2.1794586182
epoch time: 5.2561535835s, input_fired_time: 0.0660485253, output_fired_time: 0.0000000000, propagate_forward_time: 4.7980175018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920874596
validation[          , genome  4995] predictions:    9641/  10000 (96.41%), best:    9683/10000 (96.83%), error:      1160.01917, best error:      1086.30896 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 63.5348587036s, input_fired_time: 0.5306295753, output_fired_time: 0.4897238016, propagate_forward_time: 24.1434345245, propagate_backward_time: 36.1156806946, weight_update_time: 0.1317983270, other_time: 2.2553901672
epoch time: 5.2814798355s, input_fired_time: 0.0658426136, output_fired_time: 0.0000000000, propagate_forward_time: 4.8166418076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989953995
validation[          , genome  4995] predictions:    9632/  10000 (96.32%), best:    9683/10000 (96.83%), error:      1189.27393, best error:      1086.30896 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 63.6514511108s, input_fired_time: 0.5237351656, output_fired_time: 0.4890392423, propagate_forward_time: 24.1882667542, propagate_backward_time: 36.2648429871, weight_update_time: 0.1301218569, other_time: 2.1855659485
epoch time: 5.2911324501s, input_fired_time: 0.0648127198, output_fired_time: 0.0000000000, propagate_forward_time: 4.8345451355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917746544
validation[          , genome  4995] predictions:    9665/  10000 (96.65%), best:    9683/10000 (96.83%), error:      1096.73279, best error:      1086.30896 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 62.9970588684s, input_fired_time: 0.5220665932, output_fired_time: 0.4853293896, propagate_forward_time: 23.9977779388, propagate_backward_time: 35.8145523071, weight_update_time: 0.1282675117, other_time: 2.1773300171
epoch time: 5.2515721321s, input_fired_time: 0.0657396168, output_fired_time: 0.0000000000, propagate_forward_time: 4.7878398895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979926109
validation[          , genome  4995] predictions:    9494/  10000 (94.94%), best:    9683/10000 (96.83%), error:      1602.93335, best error:      1086.30896 on epoch:    23, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 63.1947174072s, input_fired_time: 0.5302132368, output_fired_time: 0.4881134033, propagate_forward_time: 23.9275417328, propagate_backward_time: 35.9968986511, weight_update_time: 0.1318247467, other_time: 2.2519493103
epoch time: 5.2943849564s, input_fired_time: 0.0653932095, output_fired_time: 0.0000000000, propagate_forward_time: 4.8288841248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4001073837
validation[          , genome  4995] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1044.46643, best error:      1044.46643 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 63.4579963684s, input_fired_time: 0.5240074396, output_fired_time: 0.4890543818, propagate_forward_time: 24.1580219269, propagate_backward_time: 36.1097984314, weight_update_time: 0.1300000697, other_time: 2.1771125793
epoch time: 5.2895455360s, input_fired_time: 0.0648951754, output_fired_time: 0.0000000000, propagate_forward_time: 4.8341627121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3904876709
validation[          , genome  4995] predictions:    9645/  10000 (96.45%), best:    9666/10000 (96.66%), error:      1140.45776, best error:      1044.46643 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 63.3882484436s, input_fired_time: 0.5231071711, output_fired_time: 0.4880914092, propagate_forward_time: 24.0952224731, propagate_backward_time: 36.0860366821, weight_update_time: 0.1304537207, other_time: 2.1957931519
epoch time: 5.3075480461s, input_fired_time: 0.0652014762, output_fired_time: 0.0000000000, propagate_forward_time: 4.8416185379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4007282257
validation[          , genome  4995] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:      1008.26123, best error:      1008.26123 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 63.3550224304s, input_fired_time: 0.5314902663, output_fired_time: 0.4878317118, propagate_forward_time: 24.0822925568, propagate_backward_time: 36.0057258606, weight_update_time: 0.1322106421, other_time: 2.2476844788
epoch time: 5.2792997360s, input_fired_time: 0.0654915199, output_fired_time: 0.0000000000, propagate_forward_time: 4.8140954971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997125626
validation[          , genome  4995] predictions:    9682/  10000 (96.82%), best:    9697/10000 (96.97%), error:      1043.73328, best error:      1008.26123 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 63.7203674316s, input_fired_time: 0.5302234292, output_fired_time: 0.4913548231, propagate_forward_time: 24.2124557495, propagate_backward_time: 36.2349281311, weight_update_time: 0.1326565146, other_time: 2.2514038086
epoch time: 5.3100605011s, input_fired_time: 0.0661527216, output_fired_time: 0.0000000000, propagate_forward_time: 4.8467288017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3971791267
validation[          , genome  4995] predictions:    9667/  10000 (96.67%), best:    9697/10000 (96.97%), error:      1078.43591, best error:      1008.26123 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 63.4980888367s, input_fired_time: 0.5316563845, output_fired_time: 0.4900959134, propagate_forward_time: 24.1222877502, propagate_backward_time: 36.1319084167, weight_update_time: 0.1308111846, other_time: 2.2221374512
epoch time: 5.3010878563s, input_fired_time: 0.0660275444, output_fired_time: 0.0000000000, propagate_forward_time: 4.8364105225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3986496925
validation[          , genome  4995] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       997.65503, best error:       997.65503 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 63.3412017822s, input_fired_time: 0.5249072909, output_fired_time: 0.4872829616, propagate_forward_time: 24.0731048584, propagate_backward_time: 36.0809707642, weight_update_time: 0.1286506653, other_time: 2.1749382019
epoch time: 5.2888641357s, input_fired_time: 0.0650194287, output_fired_time: 0.0000000000, propagate_forward_time: 4.8346662521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3891782761
validation[          , genome  4995] predictions:    9662/  10000 (96.62%), best:    9706/10000 (97.06%), error:      1085.98779, best error:       997.65503 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 63.3227424622s, input_fired_time: 0.5248385668, output_fired_time: 0.4894922972, propagate_forward_time: 24.0755157471, propagate_backward_time: 36.0500564575, weight_update_time: 0.1309005767, other_time: 2.1828422546
epoch time: 5.2837615013s, input_fired_time: 0.0654013455, output_fired_time: 0.0000000000, propagate_forward_time: 4.8265318871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918280602
validation[          , genome  4995] predictions:    9656/  10000 (96.56%), best:    9706/10000 (97.06%), error:      1086.74780, best error:       997.65503 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 63.1812171936s, input_fired_time: 0.5253693461, output_fired_time: 0.4847269356, propagate_forward_time: 24.0176792145, propagate_backward_time: 35.9801673889, weight_update_time: 0.1295861453, other_time: 2.1732749939
epoch time: 5.2552914619s, input_fired_time: 0.0652573854, output_fired_time: 0.0000000000, propagate_forward_time: 4.7978410721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921928406
validation[          , genome  4995] predictions:    9660/  10000 (96.60%), best:    9706/10000 (97.06%), error:      1063.97546, best error:       997.65503 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 63.2626571655s, input_fired_time: 0.5331268311, output_fired_time: 0.4861513376, propagate_forward_time: 24.0406188965, propagate_backward_time: 35.9517631531, weight_update_time: 0.1313741803, other_time: 2.2509956360
epoch time: 5.3054990768s, input_fired_time: 0.0664209649, output_fired_time: 0.0000000000, propagate_forward_time: 4.8400802612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989977837
validation[          , genome  4995] predictions:    9656/  10000 (96.56%), best:    9706/10000 (97.06%), error:      1098.79932, best error:       997.65503 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 63.2794075012s, input_fired_time: 0.5245657563, output_fired_time: 0.4871366024, propagate_forward_time: 24.0509166718, propagate_backward_time: 36.0408363342, weight_update_time: 0.1284678578, other_time: 2.1759529114
epoch time: 5.2659597397s, input_fired_time: 0.0649451539, output_fired_time: 0.0000000000, propagate_forward_time: 4.8111448288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3898696899
validation[          , genome  4995] predictions:    9683/  10000 (96.83%), best:    9706/10000 (97.06%), error:      1033.17188, best error:       997.65503 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 63.1171722412s, input_fired_time: 0.5254797339, output_fired_time: 0.4845945239, propagate_forward_time: 23.9823818207, propagate_backward_time: 35.9589042664, weight_update_time: 0.1287074834, other_time: 2.1658134460
epoch time: 5.2517299652s, input_fired_time: 0.0655043051, output_fired_time: 0.0000000000, propagate_forward_time: 4.7952308655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909950256
validation[          , genome  4995] predictions:    9657/  10000 (96.57%), best:    9706/10000 (97.06%), error:      1094.33521, best error:       997.65503 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 63.6487350464s, input_fired_time: 0.5256531835, output_fired_time: 0.4913189411, propagate_forward_time: 24.1943645477, propagate_backward_time: 36.2567520142, weight_update_time: 0.1301751584, other_time: 2.1806488037
epoch time: 5.3009481430s, input_fired_time: 0.0659784675, output_fired_time: 0.0000000000, propagate_forward_time: 4.8442969322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906726837
validation[          , genome  4995] predictions:    9621/  10000 (96.21%), best:    9706/10000 (97.06%), error:      1225.35022, best error:       997.65503 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 63.4472770691s, input_fired_time: 0.5322073698, output_fired_time: 0.4864062667, propagate_forward_time: 24.1145381927, propagate_backward_time: 36.0772323608, weight_update_time: 0.1309039593, other_time: 2.2368927002
epoch time: 5.2840390205s, input_fired_time: 0.0659335628, output_fired_time: 0.0000000000, propagate_forward_time: 4.8180003166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4001049995
validation[          , genome  4995] predictions:    9687/  10000 (96.87%), best:    9706/10000 (97.06%), error:      1015.67194, best error:       997.65503 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 63.3483772278s, input_fired_time: 0.5347287059, output_fired_time: 0.4892534018, propagate_forward_time: 24.0607109070, propagate_backward_time: 36.0239372253, weight_update_time: 0.1316061914, other_time: 2.2397460938
epoch time: 5.2735519409s, input_fired_time: 0.0653825849, output_fired_time: 0.0000000000, propagate_forward_time: 4.8081245422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4000449181
validation[          , genome  4995] predictions:    9674/  10000 (96.74%), best:    9706/10000 (97.06%), error:      1085.49365, best error:       997.65503 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 63.2742271423s, input_fired_time: 0.5232785344, output_fired_time: 0.4859402478, propagate_forward_time: 24.0830554962, propagate_backward_time: 36.0127525330, weight_update_time: 0.1295118630, other_time: 2.1692008972
epoch time: 5.2685995102s, input_fired_time: 0.0651625842, output_fired_time: 0.0000000000, propagate_forward_time: 4.8128008842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906359673
validation[          , genome  4995] predictions:    9647/  10000 (96.47%), best:    9706/10000 (97.06%), error:      1175.25598, best error:       997.65503 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 63.4118309021s, input_fired_time: 0.5302458405, output_fired_time: 0.4878753424, propagate_forward_time: 24.0985260010, propagate_backward_time: 36.0978317261, weight_update_time: 0.1303302497, other_time: 2.1973495483
epoch time: 5.2926545143s, input_fired_time: 0.0660070777, output_fired_time: 0.0000000000, propagate_forward_time: 4.8261761665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004712105
validation[          , genome  4995] predictions:    9676/  10000 (96.76%), best:    9706/10000 (97.06%), error:      1041.73108, best error:       997.65503 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 63.2918090820s, input_fired_time: 0.5329875350, output_fired_time: 0.4862723053, propagate_forward_time: 24.0444831848, propagate_backward_time: 35.9882621765, weight_update_time: 0.1312785596, other_time: 2.2398071289
epoch time: 5.2827191353s, input_fired_time: 0.0668712109, output_fired_time: 0.0000000000, propagate_forward_time: 4.8147006035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4011473656
validation[          , genome  4995] predictions:    9666/  10000 (96.66%), best:    9706/10000 (97.06%), error:      1101.28821, best error:       997.65503 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 63.1689910889s, input_fired_time: 0.5254510641, output_fired_time: 0.4868403971, propagate_forward_time: 24.0062313080, propagate_backward_time: 35.9815139771, weight_update_time: 0.1299867779, other_time: 2.1689529419
epoch time: 5.2524552345s, input_fired_time: 0.0646948591, output_fired_time: 0.0000000000, propagate_forward_time: 4.7974510193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3903093338
validation[          , genome  4995] predictions:    9634/  10000 (96.34%), best:    9706/10000 (97.06%), error:      1183.34082, best error:       997.65503 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 63.2407569885s, input_fired_time: 0.5266647339, output_fired_time: 0.4859015346, propagate_forward_time: 24.0497131348, propagate_backward_time: 36.0032882690, weight_update_time: 0.1289330423, other_time: 2.1751899719
epoch time: 5.2613568306s, input_fired_time: 0.0647768751, output_fired_time: 0.0000000000, propagate_forward_time: 4.8072657585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3893141747
validation[          , genome  4995] predictions:    9692/  10000 (96.92%), best:    9706/10000 (97.06%), error:      1048.49768, best error:       997.65503 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 63.3971786499s, input_fired_time: 0.5251401663, output_fired_time: 0.4863825440, propagate_forward_time: 24.1218357086, propagate_backward_time: 36.0892562866, weight_update_time: 0.1294160783, other_time: 2.1745681763
epoch time: 5.2712650299s, input_fired_time: 0.0669335574, output_fired_time: 0.0000000000, propagate_forward_time: 4.8119912148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923401833
validation[          , genome  4995] predictions:    9661/  10000 (96.61%), best:    9706/10000 (97.06%), error:      1109.02283, best error:       997.65503 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 63.3132019043s, input_fired_time: 0.5331858397, output_fired_time: 0.4866337776, propagate_forward_time: 24.0676803589, propagate_backward_time: 35.9880065918, weight_update_time: 0.1314006597, other_time: 2.2376976013
epoch time: 5.2809081078s, input_fired_time: 0.0663351044, output_fired_time: 0.0000000000, propagate_forward_time: 4.8155341148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990387917
validation[          , genome  4995] predictions:    9670/  10000 (96.70%), best:    9706/10000 (97.06%), error:      1112.46106, best error:       997.65503 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 63.2747001648s, input_fired_time: 0.5288412571, output_fired_time: 0.4886761606, propagate_forward_time: 24.0446701050, propagate_backward_time: 35.9925270081, weight_update_time: 0.1300078630, other_time: 2.2199821472
epoch time: 5.2714095116s, input_fired_time: 0.0673115700, output_fired_time: 0.0000000000, propagate_forward_time: 4.8054099083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3986878395
validation[          , genome  4995] predictions:    9670/  10000 (96.70%), best:    9706/10000 (97.06%), error:      1091.25317, best error:       997.65503 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 63.2966194153s, input_fired_time: 0.5343388915, output_fired_time: 0.4863000810, propagate_forward_time: 24.0605545044, propagate_backward_time: 35.9686088562, weight_update_time: 0.1315216422, other_time: 2.2468147278
epoch time: 5.2711715698s, input_fired_time: 0.0660728738, output_fired_time: 0.0000000000, propagate_forward_time: 4.8057241440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993744850
validation[          , genome  4995] predictions:    9682/  10000 (96.82%), best:    9706/10000 (97.06%), error:      1044.91516, best error:       997.65503 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 63.6514167786s, input_fired_time: 0.5269341469, output_fired_time: 0.4895317256, propagate_forward_time: 24.1848983765, propagate_backward_time: 36.2645149231, weight_update_time: 0.1299504936, other_time: 2.1855354309
epoch time: 5.2899217606s, input_fired_time: 0.0660912171, output_fired_time: 0.0000000000, propagate_forward_time: 4.8319058418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3919248581
validation[          , genome  4995] predictions:    9656/  10000 (96.56%), best:    9706/10000 (97.06%), error:      1127.11194, best error:       997.65503 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 63.6670684814s, input_fired_time: 0.5370875001, output_fired_time: 0.4939488471, propagate_forward_time: 24.2306480408, propagate_backward_time: 36.1648902893, weight_update_time: 0.1311781108, other_time: 2.2404937744
epoch time: 5.3014574051s, input_fired_time: 0.0656948090, output_fired_time: 0.0000000000, propagate_forward_time: 4.8357567787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4000058174
validation[          , genome  4995] predictions:    9628/  10000 (96.28%), best:    9706/10000 (97.06%), error:      1174.54846, best error:       997.65503 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 63.6411819458s, input_fired_time: 0.5281262994, output_fired_time: 0.4908791184, propagate_forward_time: 24.1776065826, propagate_backward_time: 36.2634086609, weight_update_time: 0.1295648813, other_time: 2.1811637878
epoch time: 5.2775945663s, input_fired_time: 0.0659348741, output_fired_time: 0.0000000000, propagate_forward_time: 4.8131108284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3985490799
validation[          , genome  4995] predictions:    9688/  10000 (96.88%), best:    9706/10000 (97.06%), error:      1005.42151, best error:       997.65503 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 63.6296234131s, input_fired_time: 0.5366629362, output_fired_time: 0.4918991327, propagate_forward_time: 24.1727237701, propagate_backward_time: 36.2025794983, weight_update_time: 0.1311691850, other_time: 2.2257575989
epoch time: 5.3134970665s, input_fired_time: 0.0668054074, output_fired_time: 0.0000000000, propagate_forward_time: 4.8449878693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4017038345
validation[          , genome  4995] predictions:    9628/  10000 (96.28%), best:    9706/10000 (97.06%), error:      1210.69519, best error:       997.65503 on epoch:    42, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 63.5887260437s, input_fired_time: 0.5358592868, output_fired_time: 0.4897984266, propagate_forward_time: 24.1467971802, propagate_backward_time: 36.1812705994, weight_update_time: 0.1304990500, other_time: 2.2350006104
epoch time: 5.2722167969s, input_fired_time: 0.0662355796, output_fired_time: 0.0000000000, propagate_forward_time: 4.8165712357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3894100189
validation[          , genome  4995] predictions:    9687/  10000 (96.87%), best:    9706/10000 (97.06%), error:      1053.45764, best error:       997.65503 on epoch:    42, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 63.4992637634s, input_fired_time: 0.5331193209, output_fired_time: 0.4874031544, propagate_forward_time: 24.1135120392, propagate_backward_time: 36.1477699280, weight_update_time: 0.1305223405, other_time: 2.2174568176
epoch time: 5.3062210083s, input_fired_time: 0.0675170049, output_fired_time: 0.0000000000, propagate_forward_time: 4.8396930695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990111351
validation[          , genome  4995] predictions:    9675/  10000 (96.75%), best:    9706/10000 (97.06%), error:      1064.53430, best error:       997.65503 on epoch:    42, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 63.4660606384s, input_fired_time: 0.5370919108, output_fired_time: 0.4890056849, propagate_forward_time: 24.0669441223, propagate_backward_time: 36.1365928650, weight_update_time: 0.1314553916, other_time: 2.2364273071
epoch time: 5.2804994583s, input_fired_time: 0.0664602146, output_fired_time: 0.0000000000, propagate_forward_time: 4.8164892197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3975501060
validation[          , genome  4995] predictions:    9665/  10000 (96.65%), best:    9706/10000 (97.06%), error:      1104.90100, best error:       997.65503 on epoch:    42, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 63.1888618469s, input_fired_time: 0.5323620439, output_fired_time: 0.4836367965, propagate_forward_time: 24.0478267670, propagate_backward_time: 35.8955307007, weight_update_time: 0.1310452521, other_time: 2.2295074463
epoch time: 5.3021726608s, input_fired_time: 0.0669484884, output_fired_time: 0.0000000000, propagate_forward_time: 4.8335909843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016332626
validation[          , genome  4995] predictions:    9654/  10000 (96.54%), best:    9706/10000 (97.06%), error:      1139.36682, best error:       997.65503 on epoch:    42, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 63.2712936401s, input_fired_time: 0.5342726707, output_fired_time: 0.4869077206, propagate_forward_time: 24.0206241608, propagate_backward_time: 35.9953155518, weight_update_time: 0.1302802563, other_time: 2.2341766357
epoch time: 5.2728962898s, input_fired_time: 0.0676477626, output_fired_time: 0.0000000000, propagate_forward_time: 4.8069510460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3982973099
validation[          , genome  4995] predictions:    9572/  10000 (95.72%), best:    9706/10000 (97.06%), error:      1378.57458, best error:       997.65503 on epoch:    42, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 63.0007019043s, input_fired_time: 0.5272035003, output_fired_time: 0.4836738408, propagate_forward_time: 23.9666728973, propagate_backward_time: 35.8491287231, weight_update_time: 0.1281723082, other_time: 2.1740264893
epoch time: 5.2355527878s, input_fired_time: 0.0665042698, output_fired_time: 0.0000000000, propagate_forward_time: 4.7766385078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924098015
validation[          , genome  4995] predictions:    9603/  10000 (96.03%), best:    9706/10000 (97.06%), error:      1307.64185, best error:       997.65503 on epoch:    42, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 63.6999931335s, input_fired_time: 0.5324805975, output_fired_time: 0.4889522195, propagate_forward_time: 24.2041778564, propagate_backward_time: 36.2944412231, weight_update_time: 0.1305271834, other_time: 2.1799392700
epoch time: 5.2988290787s, input_fired_time: 0.0656683519, output_fired_time: 0.0000000000, propagate_forward_time: 4.8399715424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931889534
validation[          , genome  4995] predictions:    9654/  10000 (96.54%), best:    9706/10000 (97.06%), error:      1095.15039, best error:       997.65503 on epoch:    42, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 63.2097511292s, input_fired_time: 0.5368002057, output_fired_time: 0.4862407148, propagate_forward_time: 24.0032520294, propagate_backward_time: 35.9473762512, weight_update_time: 0.1309906393, other_time: 2.2360801697
epoch time: 5.2742390633s, input_fired_time: 0.0675004199, output_fired_time: 0.0000000000, propagate_forward_time: 4.8081798553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3985586166
validation[          , genome  4995] predictions:    9678/  10000 (96.78%), best:    9706/10000 (97.06%), error:      1119.50842, best error:       997.65503 on epoch:    42, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 63.1459388733s, input_fired_time: 0.5279567838, output_fired_time: 0.4871220589, propagate_forward_time: 24.0051536560, propagate_backward_time: 35.9616546631, weight_update_time: 0.1303965300, other_time: 2.1640510559
epoch time: 5.2928586006s, input_fired_time: 0.0670826286, output_fired_time: 0.0000000000, propagate_forward_time: 4.8347220421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910541534
validation[          , genome  4995] predictions:    9627/  10000 (96.27%), best:    9706/10000 (97.06%), error:      1287.22754, best error:       997.65503 on epoch:    42, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 63.7055854797s, input_fired_time: 0.5395415425, output_fired_time: 0.4933827519, propagate_forward_time: 24.1658325195, propagate_backward_time: 36.2534942627, weight_update_time: 0.1325485110, other_time: 2.2533340454
epoch time: 5.2991476059s, input_fired_time: 0.0668322891, output_fired_time: 0.0000000000, propagate_forward_time: 4.8317384720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4005770683
validation[          , genome  4995] predictions:    9668/  10000 (96.68%), best:    9706/10000 (97.06%), error:      1124.83484, best error:       997.65503 on epoch:    42, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 63.1470336914s, input_fired_time: 0.5279784203, output_fired_time: 0.4878825545, propagate_forward_time: 23.9870166779, propagate_backward_time: 35.9788208008, weight_update_time: 0.1279719323, other_time: 2.1653366089
epoch time: 5.2622771263s, input_fired_time: 0.0651706979, output_fired_time: 0.0000000000, propagate_forward_time: 4.8057923317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3913140297
validation[          , genome  4995] predictions:    9676/  10000 (96.76%), best:    9706/10000 (97.06%), error:      1157.96729, best error:       997.65503 on epoch:    42, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 63.6722335815s, input_fired_time: 0.5366217494, output_fired_time: 0.4901579022, propagate_forward_time: 24.1851825714, propagate_backward_time: 36.2208099365, weight_update_time: 0.1310546547, other_time: 2.2394638062
epoch time: 5.3076758385s, input_fired_time: 0.0678758621, output_fired_time: 0.0000000000, propagate_forward_time: 4.8389635086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4008364677
validation[          , genome  4995] predictions:    9696/  10000 (96.96%), best:    9706/10000 (97.06%), error:      1040.56226, best error:       997.65503 on epoch:    42, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 63.3577346802s, input_fired_time: 0.5376063585, output_fired_time: 0.4893093407, propagate_forward_time: 24.0689868927, propagate_backward_time: 36.0251541138, weight_update_time: 0.1317184269, other_time: 2.2366790771
epoch time: 5.2778468132s, input_fired_time: 0.0668998063, output_fired_time: 0.0000000000, propagate_forward_time: 4.8115763664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993706703
validation[          , genome  4995] predictions:    9687/  10000 (96.87%), best:    9706/10000 (97.06%), error:      1021.78516, best error:       997.65503 on epoch:    42, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 63.3220787048s, input_fired_time: 0.5294991732, output_fired_time: 0.4894209802, propagate_forward_time: 24.0891456604, propagate_backward_time: 36.0400962830, weight_update_time: 0.1296267360, other_time: 2.1739158630
epoch time: 5.2635254860s, input_fired_time: 0.0665307269, output_fired_time: 0.0000000000, propagate_forward_time: 4.8040328026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929619789
validation[          , genome  4995] predictions:    9649/  10000 (96.49%), best:    9706/10000 (97.06%), error:      1139.75903, best error:       997.65503 on epoch:    42, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 63.6273880005s, input_fired_time: 0.5313698649, output_fired_time: 0.4929509163, propagate_forward_time: 24.1389217377, propagate_backward_time: 36.2851676941, weight_update_time: 0.1301564425, other_time: 2.1789817810
epoch time: 5.2895574570s, input_fired_time: 0.0668796971, output_fired_time: 0.0000000000, propagate_forward_time: 4.8302030563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924746513
validation[          , genome  4995] predictions:    9669/  10000 (96.69%), best:    9706/10000 (97.06%), error:      1082.88367, best error:       997.65503 on epoch:    42, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 63.3746032715s, input_fired_time: 0.5393931270, output_fired_time: 0.4871492982, propagate_forward_time: 24.0712356567, propagate_backward_time: 36.0335540771, weight_update_time: 0.1309719384, other_time: 2.2432708740
epoch time: 5.2811608315s, input_fired_time: 0.0679663867, output_fired_time: 0.0000000000, propagate_forward_time: 4.8127727509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004216194
validation[          , genome  4995] predictions:    9653/  10000 (96.53%), best:    9706/10000 (97.06%), error:      1127.59094, best error:       997.65503 on epoch:    42, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 63.0762481689s, input_fired_time: 0.5286897421, output_fired_time: 0.4818251133, propagate_forward_time: 24.0255489349, propagate_backward_time: 35.8690338135, weight_update_time: 0.1280035824, other_time: 2.1711502075
epoch time: 5.2737278938s, input_fired_time: 0.0660540685, output_fired_time: 0.0000000000, propagate_forward_time: 4.8166408539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910331726
validation[          , genome  4995] predictions:    9615/  10000 (96.15%), best:    9706/10000 (97.06%), error:      1243.88074, best error:       997.65503 on epoch:    42, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 63.3463325500s, input_fired_time: 0.5309382677, output_fired_time: 0.4850063622, propagate_forward_time: 24.0939884186, propagate_backward_time: 36.0718727112, weight_update_time: 0.1284080297, other_time: 2.1645240784
epoch time: 5.2840394974s, input_fired_time: 0.0666875094, output_fired_time: 0.0000000000, propagate_forward_time: 4.8249187469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924331665
validation[          , genome  4995] predictions:    9646/  10000 (96.46%), best:    9706/10000 (97.06%), error:      1122.04443, best error:       997.65503 on epoch:    42, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 63.2509384155s, input_fired_time: 0.5385702252, output_fired_time: 0.4916213751, propagate_forward_time: 24.0030593872, propagate_backward_time: 35.9687576294, weight_update_time: 0.1315567046, other_time: 2.2489280701
epoch time: 5.3000197411s, input_fired_time: 0.0669271424, output_fired_time: 0.0000000000, propagate_forward_time: 4.8404016495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926911354
validation[          , genome  4995] predictions:    9693/  10000 (96.93%), best:    9706/10000 (97.06%), error:      1029.15125, best error:       997.65503 on epoch:    42, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 63.7693099976s, input_fired_time: 0.5341605544, output_fired_time: 0.4934830964, propagate_forward_time: 24.2484340668, propagate_backward_time: 36.3190650940, weight_update_time: 0.1305148005, other_time: 2.1741676331
epoch time: 5.3071117401s, input_fired_time: 0.0677566677, output_fired_time: 0.0000000000, propagate_forward_time: 4.8462457657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931093216
validation[          , genome  4995] predictions:    9657/  10000 (96.57%), best:    9706/10000 (97.06%), error:      1136.26135, best error:       997.65503 on epoch:    42, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 63.3994369507s, input_fired_time: 0.5397509933, output_fired_time: 0.4872972667, propagate_forward_time: 24.0917339325, propagate_backward_time: 36.0482826233, weight_update_time: 0.1310546547, other_time: 2.2323722839
epoch time: 5.2851929665s, input_fired_time: 0.0673504919, output_fired_time: 0.0000000000, propagate_forward_time: 4.8159265518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019160271
validation[          , genome  4995] predictions:    9648/  10000 (96.48%), best:    9706/10000 (97.06%), error:      1148.65234, best error:       997.65503 on epoch:    42, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 63.5600242615s, input_fired_time: 0.5402747393, output_fired_time: 0.4884776473, propagate_forward_time: 24.1058120728, propagate_backward_time: 36.1804161072, weight_update_time: 0.1325797886, other_time: 2.2450447083
epoch time: 5.2828483582s, input_fired_time: 0.0678493828, output_fired_time: 0.0000000000, propagate_forward_time: 4.8160877228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989114761
validation[          , genome  4995] predictions:    9637/  10000 (96.37%), best:    9706/10000 (97.06%), error:      1219.85754, best error:       997.65503 on epoch:    42, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 63.5724449158s, input_fired_time: 0.5402678847, output_fired_time: 0.4895889759, propagate_forward_time: 24.1133213043, propagate_backward_time: 36.1994209290, weight_update_time: 0.1312673688, other_time: 2.2298469543
epoch time: 5.2871952057s, input_fired_time: 0.0670006201, output_fired_time: 0.0000000000, propagate_forward_time: 4.8207950592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993997574
validation[          , genome  4995] predictions:    9702/  10000 (97.02%), best:    9706/10000 (97.06%), error:      1007.30353, best error:       997.65503 on epoch:    42, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 63.1296043396s, input_fired_time: 0.5434510708, output_fired_time: 0.4848414660, propagate_forward_time: 24.0003128052, propagate_backward_time: 35.8518257141, weight_update_time: 0.1312665790, other_time: 2.2491760254
epoch time: 5.2815923691s, input_fired_time: 0.0677255318, output_fired_time: 0.0000000000, propagate_forward_time: 4.8141083717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997583389
validation[          , genome  4995] predictions:    9644/  10000 (96.44%), best:    9706/10000 (97.06%), error:      1153.05725, best error:       997.65503 on epoch:    42, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 63.2611732483s, input_fired_time: 0.5331335068, output_fired_time: 0.4841542840, propagate_forward_time: 24.0822105408, propagate_backward_time: 35.9832992554, weight_update_time: 0.1296626478, other_time: 2.1783752441
epoch time: 5.2702236176s, input_fired_time: 0.0671787560, output_fired_time: 0.0000000000, propagate_forward_time: 4.8106307983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924140930
validation[          , genome  4995] predictions:    9652/  10000 (96.52%), best:    9706/10000 (97.06%), error:      1130.74744, best error:       997.65503 on epoch:    42, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 63.2807693481s, input_fired_time: 0.5388485193, output_fired_time: 0.4860856235, propagate_forward_time: 24.1156940460, propagate_backward_time: 35.8994140625, weight_update_time: 0.1301901191, other_time: 2.2407302856
epoch time: 5.2794485092s, input_fired_time: 0.0674093664, output_fired_time: 0.0000000000, propagate_forward_time: 4.8113980293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4006409645
validation[          , genome  4995] predictions:    9669/  10000 (96.69%), best:    9706/10000 (97.06%), error:      1033.86255, best error:       997.65503 on epoch:    42, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 63.2433738708s, input_fired_time: 0.5330244303, output_fired_time: 0.4862074852, propagate_forward_time: 24.0508174896, propagate_backward_time: 35.9899253845, weight_update_time: 0.1286785007, other_time: 2.1833992004
epoch time: 5.2467365265s, input_fired_time: 0.0666298494, output_fired_time: 0.0000000000, propagate_forward_time: 4.7818336487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3982729912
validation[          , genome  4995] predictions:    9657/  10000 (96.57%), best:    9706/10000 (97.06%), error:      1095.32910, best error:       997.65503 on epoch:    42, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 63.5979194641s, input_fired_time: 0.5431104302, output_fired_time: 0.4896688759, propagate_forward_time: 24.1310882568, propagate_backward_time: 36.1812400818, weight_update_time: 0.1326660067, other_time: 2.2528114319
epoch time: 5.2919573784s, input_fired_time: 0.0675452277, output_fired_time: 0.0000000000, propagate_forward_time: 4.8240814209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4003305435
validation[          , genome  4995] predictions:    9667/  10000 (96.67%), best:    9706/10000 (97.06%), error:      1110.75525, best error:       997.65503 on epoch:    42, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 63.3102607727s, input_fired_time: 0.5348365307, output_fired_time: 0.4871808589, propagate_forward_time: 24.0801277161, propagate_backward_time: 36.0304374695, weight_update_time: 0.1298944801, other_time: 2.1776771545
epoch time: 5.2747855186s, input_fired_time: 0.0679471567, output_fired_time: 0.0000000000, propagate_forward_time: 4.8099384308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968997002
validation[          , genome  4995] predictions:    9649/  10000 (96.49%), best:    9706/10000 (97.06%), error:      1179.46265, best error:       997.65503 on epoch:    42, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 63.3182640076s, input_fired_time: 0.5347089767, output_fired_time: 0.4867639542, propagate_forward_time: 24.0722217560, propagate_backward_time: 36.0517463684, weight_update_time: 0.1295147836, other_time: 2.1728248596
epoch time: 5.2738609314s, input_fired_time: 0.0668673515, output_fired_time: 0.0000000000, propagate_forward_time: 4.8157486916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912448883
validation[          , genome  4995] predictions:    9668/  10000 (96.68%), best:    9706/10000 (97.06%), error:      1099.23853, best error:       997.65503 on epoch:    42, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 63.4029006958s, input_fired_time: 0.5442563295, output_fired_time: 0.4890058935, propagate_forward_time: 24.0868606567, propagate_backward_time: 36.0314941406, weight_update_time: 0.1322191507, other_time: 2.2512817383
epoch time: 5.2734370232s, input_fired_time: 0.0679779425, output_fired_time: 0.0000000000, propagate_forward_time: 4.8052806854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4001784325
validation[          , genome  4995] predictions:    9693/  10000 (96.93%), best:    9706/10000 (97.06%), error:      1018.26288, best error:       997.65503 on epoch:    42, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 63.6148033142s, input_fired_time: 0.5346084833, output_fired_time: 0.4913497567, propagate_forward_time: 24.1853733063, propagate_backward_time: 36.2243041992, weight_update_time: 0.1301473677, other_time: 2.1791687012
epoch time: 5.2993850708s, input_fired_time: 0.0673645735, output_fired_time: 0.0000000000, propagate_forward_time: 4.8389782906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930420876
validation[          , genome  4995] predictions:    9682/  10000 (96.82%), best:    9706/10000 (97.06%), error:      1099.24243, best error:       997.65503 on epoch:    42, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 63.4791946411s, input_fired_time: 0.5338329673, output_fired_time: 0.4887371361, propagate_forward_time: 24.1521663666, propagate_backward_time: 36.1230239868, weight_update_time: 0.1309816241, other_time: 2.1814346313
epoch time: 5.2933588028s, input_fired_time: 0.0669373944, output_fired_time: 0.0000000000, propagate_forward_time: 4.8342313766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921899796
validation[          , genome  4995] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       986.87079, best error:       986.87079 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 63.7568855286s, input_fired_time: 0.5362463593, output_fired_time: 0.4910886288, propagate_forward_time: 24.3034477234, propagate_backward_time: 36.2422599792, weight_update_time: 0.1296476424, other_time: 2.1838417053
epoch time: 5.2994842529s, input_fired_time: 0.0675264448, output_fired_time: 0.0000000000, propagate_forward_time: 4.8404273987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915305138
validation[          , genome  4995] predictions:    9651/  10000 (96.51%), best:    9713/10000 (97.13%), error:      1107.53735, best error:       986.87079 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 63.3615684509s, input_fired_time: 0.5348180532, output_fired_time: 0.4871810675, propagate_forward_time: 24.1096935272, propagate_backward_time: 36.0481987000, weight_update_time: 0.1299825758, other_time: 2.1816749573
epoch time: 5.2843132019s, input_fired_time: 0.0683764592, output_fired_time: 0.0000000000, propagate_forward_time: 4.8240427971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918938637
validation[          , genome  4995] predictions:    9661/  10000 (96.61%), best:    9713/10000 (97.13%), error:      1127.67334, best error:       986.87079 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 63.6124877930s, input_fired_time: 0.5364289284, output_fired_time: 0.4905196428, propagate_forward_time: 24.1742706299, propagate_backward_time: 36.2384071350, weight_update_time: 0.1296997517, other_time: 2.1728591919
epoch time: 5.2980837822s, input_fired_time: 0.0675743073, output_fired_time: 0.0000000000, propagate_forward_time: 4.8405151367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3899941444
validation[          , genome  4995] predictions:    9623/  10000 (96.23%), best:    9713/10000 (97.13%), error:      1343.34875, best error:       986.87079 on epoch:    97, 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: 26.4410037994s, input_fired_time: 0.3388253152, output_fired_time: 0.0000000000, propagate_forward_time: 24.0897750854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0124034882
best training[          , genome  4995] predictions:   49437/  50000 (98.87%), best:    9713/10000 (97.13%), error:      2230.69800, best error:       986.87079 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.2632098198s, input_fired_time: 0.0668165013, output_fired_time: 0.0000000000, propagate_forward_time: 4.8068084717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895850182
   testing[          , genome  4995] predictions:    9739/  10000 (97.39%), best:    9713/10000 (97.13%), error:       938.62201, best error:       986.87079 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:44:51 (1948): called boinc_finish(0)

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