Nameexact_genome_1512568488_43_6657_1
Workunit2604563
Created7 Dec 2017, 21:07:50 UTC
Sent7 Dec 2017, 21:14:07 UTC
Report deadline25 Dec 2017, 0:22:24 UTC
Received8 Dec 2017, 2:29:37 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53788
Run time4 hours 54 min 7 sec
CPU time4 hours 50 min 10 sec
Validate stateValid
Credit4,282.69
Device peak FLOPS3.80 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
30, weight_update_time: 0.1439987868, other_time: 3.0594711304
epoch time: 13.0825357437s, input_fired_time: 0.2123590857, output_fired_time: 0.0000000000, propagate_forward_time: 12.3486623764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5215139389
validation[          , genome  6657] predictions:    9729/  10000 (97.29%), best:    9774/10000 (97.74%), error:       840.91138, best error:       790.54480 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 159.6280517578s, input_fired_time: 2.0592858791, output_fired_time: 1.2240704298, propagate_forward_time: 62.2273902893, propagate_backward_time: 91.1235427856, weight_update_time: 0.1406761706, other_time: 2.9937667847
epoch time: 13.0509290695s, input_fired_time: 0.2067051232, output_fired_time: 0.0000000000, propagate_forward_time: 12.3248853683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5193386078
validation[          , genome  6657] predictions:    9696/  10000 (96.96%), best:    9774/10000 (97.74%), error:       995.68481, best error:       790.54480 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 160.3802185059s, input_fired_time: 2.0377881527, output_fired_time: 1.2608129978, propagate_forward_time: 62.4942893982, propagate_backward_time: 91.5707168579, weight_update_time: 0.1411499381, other_time: 3.0166091919
epoch time: 13.1767263412s, input_fired_time: 0.2094888836, output_fired_time: 0.0000000000, propagate_forward_time: 12.4280691147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391683578
validation[          , genome  6657] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       781.64618, best error:       781.64618 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 159.1876678467s, input_fired_time: 2.0688662529, output_fired_time: 1.2255945206, propagate_forward_time: 61.8739013672, propagate_backward_time: 90.9745025635, weight_update_time: 0.1502940953, other_time: 3.0447998047
epoch time: 13.1038913727s, input_fired_time: 0.2113531232, output_fired_time: 0.0000000000, propagate_forward_time: 12.3627185822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5298194885
validation[          , genome  6657] predictions:    9751/  10000 (97.51%), best:    9758/10000 (97.58%), error:       812.85602, best error:       781.64618 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 159.6598205566s, input_fired_time: 2.0635006428, output_fired_time: 1.2362418175, propagate_forward_time: 62.0533485413, propagate_backward_time: 91.2781600952, weight_update_time: 0.1485183835, other_time: 3.0285720825
epoch time: 13.3287925720s, input_fired_time: 0.2143284678, output_fired_time: 0.0000000000, propagate_forward_time: 12.5742454529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5402183533
validation[          , genome  6657] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       774.73016, best error:       774.73016 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 159.9743957520s, input_fired_time: 2.0858399868, output_fired_time: 1.2540186644, propagate_forward_time: 62.2444610596, propagate_backward_time: 91.2973709106, weight_update_time: 0.1503955871, other_time: 3.0927047729
epoch time: 13.0927791595s, input_fired_time: 0.2059597075, output_fired_time: 0.0000000000, propagate_forward_time: 12.3677597046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5190601349
validation[          , genome  6657] predictions:    9754/  10000 (97.54%), best:    9757/10000 (97.57%), error:       783.39410, best error:       774.73016 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 159.5424346924s, input_fired_time: 2.0330398083, output_fired_time: 1.2250238657, propagate_forward_time: 62.1196289062, propagate_backward_time: 91.2151870728, weight_update_time: 0.1399162412, other_time: 2.9495620728
epoch time: 13.3878355026s, input_fired_time: 0.2129699141, output_fired_time: 0.0000000000, propagate_forward_time: 12.6480998993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267658234
validation[          , genome  6657] predictions:    9770/  10000 (97.70%), best:    9757/10000 (97.57%), error:       797.01617, best error:       774.73016 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 160.8402862549s, input_fired_time: 2.0332958698, output_fired_time: 1.2358685732, propagate_forward_time: 62.5530586243, propagate_backward_time: 91.9794006348, weight_update_time: 0.1412639320, other_time: 3.0386657715
epoch time: 13.2167253494s, input_fired_time: 0.2196031958, output_fired_time: 0.0000000000, propagate_forward_time: 12.4866762161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104455948
validation[          , genome  6657] predictions:    9727/  10000 (97.27%), best:    9757/10000 (97.57%), error:       883.41974, best error:       774.73016 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 160.0797271729s, input_fired_time: 2.0621581078, output_fired_time: 1.2415497303, propagate_forward_time: 62.3562736511, propagate_backward_time: 91.3797912598, weight_update_time: 0.1418040097, other_time: 3.0399475098
epoch time: 13.2372503281s, input_fired_time: 0.2062763870, output_fired_time: 0.0000000000, propagate_forward_time: 12.5260953903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5048789978
validation[          , genome  6657] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       746.37048, best error:       746.37048 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 159.8523101807s, input_fired_time: 2.0456962585, output_fired_time: 1.2527660131, propagate_forward_time: 62.0320205688, propagate_backward_time: 91.5117034912, weight_update_time: 0.1401942223, other_time: 3.0101242065
epoch time: 13.1778593063s, input_fired_time: 0.2092137188, output_fired_time: 0.0000000000, propagate_forward_time: 12.4539194107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147266388
validation[          , genome  6657] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       734.73749, best error:       734.73749 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 159.8468933105s, input_fired_time: 2.0877268314, output_fired_time: 1.2298579216, propagate_forward_time: 62.2087478638, propagate_backward_time: 91.3064804077, weight_update_time: 0.1418696940, other_time: 3.0140838623
epoch time: 13.2353830338s, input_fired_time: 0.2250063121, output_fired_time: 0.0000000000, propagate_forward_time: 12.4824562073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5279207230
validation[          , genome  6657] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       688.77069, best error:       688.77069 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 159.9760131836s, input_fired_time: 2.0435936451, output_fired_time: 1.2466034889, propagate_forward_time: 62.1466903687, propagate_backward_time: 91.5116958618, weight_update_time: 0.1492674351, other_time: 3.0274353027
epoch time: 12.9790363312s, input_fired_time: 0.2091949880, output_fired_time: 0.0000000000, propagate_forward_time: 12.2717409134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981002808
validation[          , genome  6657] predictions:    9766/  10000 (97.66%), best:    9799/10000 (97.99%), error:       771.10266, best error:       688.77069 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 160.4032440186s, input_fired_time: 2.0340325832, output_fired_time: 1.2586164474, propagate_forward_time: 62.4272613525, propagate_backward_time: 91.6600875854, weight_update_time: 0.1417304873, other_time: 3.0232467651
epoch time: 13.1872959137s, input_fired_time: 0.2097593248, output_fired_time: 0.0000000000, propagate_forward_time: 12.4555149078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5220212936
validation[          , genome  6657] predictions:    9761/  10000 (97.61%), best:    9799/10000 (97.99%), error:       809.77362, best error:       688.77069 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 159.7843780518s, input_fired_time: 2.0443360806, output_fired_time: 1.2449593544, propagate_forward_time: 61.9795455933, propagate_backward_time: 91.5279846191, weight_update_time: 0.1491505653, other_time: 2.9875411987
epoch time: 13.3524351120s, input_fired_time: 0.2278035432, output_fired_time: 0.0000000000, propagate_forward_time: 12.5566911697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5679407120
validation[          , genome  6657] predictions:    9783/  10000 (97.83%), best:    9799/10000 (97.99%), error:       716.34528, best error:       688.77069 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 159.2845764160s, input_fired_time: 2.0436894894, output_fired_time: 1.2599681616, propagate_forward_time: 61.8868103027, propagate_backward_time: 91.1296234131, weight_update_time: 0.1396998912, other_time: 2.9644927979
epoch time: 13.3401584625s, input_fired_time: 0.2168489397, output_fired_time: 0.0000000000, propagate_forward_time: 12.6008872986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5224218369
validation[          , genome  6657] predictions:    9784/  10000 (97.84%), best:    9799/10000 (97.99%), error:       740.17291, best error:       688.77069 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 160.3719482422s, input_fired_time: 2.0566997528, output_fired_time: 1.2714611292, propagate_forward_time: 62.3503494263, propagate_backward_time: 91.6492156982, weight_update_time: 0.1450240910, other_time: 3.0442276001
epoch time: 13.2103443146s, input_fired_time: 0.2185248733, output_fired_time: 0.0000000000, propagate_forward_time: 12.4685382843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5232810974
validation[          , genome  6657] predictions:    9779/  10000 (97.79%), best:    9799/10000 (97.99%), error:       715.44269, best error:       688.77069 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 160.7525787354s, input_fired_time: 2.0772230625, output_fired_time: 1.2876108885, propagate_forward_time: 62.5294532776, propagate_backward_time: 91.8439407349, weight_update_time: 0.1456637383, other_time: 3.0143508911
epoch time: 13.0587120056s, input_fired_time: 0.2036322206, output_fired_time: 0.0000000000, propagate_forward_time: 12.3571414948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4979381561
validation[          , genome  6657] predictions:    9780/  10000 (97.80%), best:    9799/10000 (97.99%), error:       720.05981, best error:       688.77069 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 159.8758697510s, input_fired_time: 2.0586252213, output_fired_time: 1.2446953058, propagate_forward_time: 62.2349090576, propagate_backward_time: 91.3738327026, weight_update_time: 0.1403602958, other_time: 2.9638137817
epoch time: 13.0160322189s, input_fired_time: 0.2162770182, output_fired_time: 0.0000000000, propagate_forward_time: 12.2752819061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5244731903
validation[          , genome  6657] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       679.54218, best error:       679.54218 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 158.4032592773s, input_fired_time: 2.0343036652, output_fired_time: 1.2432537079, propagate_forward_time: 61.6196899414, propagate_backward_time: 90.5028152466, weight_update_time: 0.1405351907, other_time: 3.0031967163
epoch time: 13.2757720947s, input_fired_time: 0.2086014450, output_fired_time: 0.0000000000, propagate_forward_time: 12.5501823425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5169887543
validation[          , genome  6657] predictions:    9771/  10000 (97.71%), best:    9794/10000 (97.94%), error:       719.04590, best error:       679.54218 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 160.2942657471s, input_fired_time: 2.0747411251, output_fired_time: 1.2458474636, propagate_forward_time: 62.2058715820, propagate_backward_time: 91.7658309937, weight_update_time: 0.1414453387, other_time: 3.0019760132
epoch time: 13.0151662827s, input_fired_time: 0.2052539438, output_fired_time: 0.0000000000, propagate_forward_time: 12.3078927994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5020198822
validation[          , genome  6657] predictions:    9749/  10000 (97.49%), best:    9794/10000 (97.94%), error:       797.90222, best error:       679.54218 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 160.1163330078s, input_fired_time: 2.0366766453, output_fired_time: 1.2301403284, propagate_forward_time: 62.1983070374, propagate_backward_time: 91.6409072876, weight_update_time: 0.1403978318, other_time: 3.0103073120
epoch time: 12.9855737686s, input_fired_time: 0.2086806446, output_fired_time: 0.0000000000, propagate_forward_time: 12.2678241730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5090684891
validation[          , genome  6657] predictions:    9710/  10000 (97.10%), best:    9794/10000 (97.94%), error:       967.24377, best error:       679.54218 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 160.1040191650s, input_fired_time: 2.0567412376, output_fired_time: 1.2316133976, propagate_forward_time: 62.4151115417, propagate_backward_time: 91.4406356812, weight_update_time: 0.1482568234, other_time: 2.9599075317
epoch time: 13.3662652969s, input_fired_time: 0.2260840386, output_fired_time: 0.0000000000, propagate_forward_time: 12.6056575775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345239639
validation[          , genome  6657] predictions:    9758/  10000 (97.58%), best:    9794/10000 (97.94%), error:       832.36383, best error:       679.54218 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 160.1283874512s, input_fired_time: 2.0674128532, output_fired_time: 1.2281713486, propagate_forward_time: 62.3354339600, propagate_backward_time: 91.4849166870, weight_update_time: 0.1401498467, other_time: 3.0124588013
epoch time: 13.2692852020s, input_fired_time: 0.2223191112, output_fired_time: 0.0000000000, propagate_forward_time: 12.4984855652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5484809875
validation[          , genome  6657] predictions:    9756/  10000 (97.56%), best:    9794/10000 (97.94%), error:       780.61853, best error:       679.54218 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 160.9618682861s, input_fired_time: 2.0805616379, output_fired_time: 1.2718499899, propagate_forward_time: 62.4619293213, propagate_backward_time: 92.1135711670, weight_update_time: 0.1527808309, other_time: 3.0339508057
epoch time: 12.9734592438s, input_fired_time: 0.2036048323, output_fired_time: 0.0000000000, propagate_forward_time: 12.2723627090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974918365
validation[          , genome  6657] predictions:    9768/  10000 (97.68%), best:    9794/10000 (97.94%), error:       724.87506, best error:       679.54218 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 160.0727386475s, input_fired_time: 2.0579628944, output_fired_time: 1.2316621542, propagate_forward_time: 62.3375930786, propagate_backward_time: 91.4335403442, weight_update_time: 0.1406195164, other_time: 3.0119781494
epoch time: 13.5992145538s, input_fired_time: 0.2218225151, output_fired_time: 0.0000000000, propagate_forward_time: 12.8456678391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5317239761
validation[          , genome  6657] predictions:    9795/  10000 (97.95%), best:    9794/10000 (97.94%), error:       705.45038, best error:       679.54218 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 160.0036926270s, input_fired_time: 2.0591297150, output_fired_time: 1.2605484724, propagate_forward_time: 62.2889175415, propagate_backward_time: 91.3796768188, weight_update_time: 0.1423594952, other_time: 3.0154266357
epoch time: 12.9918279648s, input_fired_time: 0.2042878121, output_fired_time: 0.0000000000, propagate_forward_time: 12.2917947769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957456589
validation[          , genome  6657] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       692.56799, best error:       679.54218 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 161.1002502441s, input_fired_time: 2.0654158592, output_fired_time: 1.2340303659, propagate_forward_time: 62.9230346680, propagate_backward_time: 91.8561630249, weight_update_time: 0.1411129087, other_time: 3.0216140747
epoch time: 13.9511785507s, input_fired_time: 0.2379648536, output_fired_time: 0.0000000000, propagate_forward_time: 13.1470737457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5661401749
validation[          , genome  6657] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       652.81287, best error:       652.81287 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 161.8793640137s, input_fired_time: 2.1190714836, output_fired_time: 1.2425465584, propagate_forward_time: 62.9292449951, propagate_backward_time: 92.5351028442, weight_update_time: 0.1419135034, other_time: 3.0533981323
epoch time: 13.4197006226s, input_fired_time: 0.2364117801, output_fired_time: 0.0000000000, propagate_forward_time: 12.6619424820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5213460922
validation[          , genome  6657] predictions:    9781/  10000 (97.81%), best:    9785/10000 (97.85%), error:       690.24652, best error:       652.81287 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 162.0235595703s, input_fired_time: 2.1363196373, output_fired_time: 1.2754995823, propagate_forward_time: 62.8039855957, propagate_backward_time: 92.7466201782, weight_update_time: 0.1424926966, other_time: 3.0611343384
epoch time: 13.1545228958s, input_fired_time: 0.2200854868, output_fired_time: 0.0000000000, propagate_forward_time: 12.4166173935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5178203583
validation[          , genome  6657] predictions:    9762/  10000 (97.62%), best:    9785/10000 (97.85%), error:       790.64386, best error:       652.81287 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 160.4031982422s, input_fired_time: 2.0940403938, output_fired_time: 1.2396563292, propagate_forward_time: 62.3592643738, propagate_backward_time: 91.6818695068, weight_update_time: 0.1414696872, other_time: 3.0283660889
epoch time: 13.1970806122s, input_fired_time: 0.2211660445, output_fired_time: 0.0000000000, propagate_forward_time: 12.4668159485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5090990067
validation[          , genome  6657] predictions:    9784/  10000 (97.84%), best:    9785/10000 (97.85%), error:       715.89746, best error:       652.81287 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 162.1969757080s, input_fired_time: 2.1468067169, output_fired_time: 1.2684079409, propagate_forward_time: 62.9477767944, propagate_backward_time: 92.7802124023, weight_update_time: 0.1420095116, other_time: 3.0537796021
epoch time: 13.4750614166s, input_fired_time: 0.2285457999, output_fired_time: 0.0000000000, propagate_forward_time: 12.7045316696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419836044
validation[          , genome  6657] predictions:    9806/  10000 (98.06%), best:    9785/10000 (97.85%), error:       662.87396, best error:       652.81287 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 162.7603454590s, input_fired_time: 2.1589701176, output_fired_time: 1.2582795620, propagate_forward_time: 63.2689399719, propagate_backward_time: 93.0003433228, weight_update_time: 0.1432367414, other_time: 3.0738143921
epoch time: 13.3184328079s, input_fired_time: 0.2322404981, output_fired_time: 0.0000000000, propagate_forward_time: 12.5434818268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427103043
validation[          , genome  6657] predictions:    9761/  10000 (97.61%), best:    9785/10000 (97.85%), error:       801.49420, best error:       652.81287 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 163.2122039795s, input_fired_time: 2.1927194595, output_fired_time: 1.2801287174, propagate_forward_time: 63.1095199585, propagate_backward_time: 93.4368362427, weight_update_time: 0.1467370093, other_time: 3.1929931641
epoch time: 13.1420888901s, input_fired_time: 0.2103269845, output_fired_time: 0.0000000000, propagate_forward_time: 12.4248971939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068645477
validation[          , genome  6657] predictions:    9759/  10000 (97.59%), best:    9785/10000 (97.85%), error:       785.38733, best error:       652.81287 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 159.7615814209s, input_fired_time: 2.0858993530, output_fired_time: 1.2409410477, propagate_forward_time: 62.0269432068, propagate_backward_time: 91.3827819824, weight_update_time: 0.1434429735, other_time: 3.0250244141
epoch time: 13.4138698578s, input_fired_time: 0.2066996247, output_fired_time: 0.0000000000, propagate_forward_time: 12.6650657654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5421047211
validation[          , genome  6657] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       640.49841, best error:       640.49841 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 160.5304565430s, input_fired_time: 2.1026358604, output_fired_time: 1.2478041649, propagate_forward_time: 62.5061798096, propagate_backward_time: 91.6615982056, weight_update_time: 0.1432768106, other_time: 3.0122451782
epoch time: 13.1683673859s, input_fired_time: 0.2099631280, output_fired_time: 0.0000000000, propagate_forward_time: 12.4432973862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151071548
validation[          , genome  6657] predictions:    9757/  10000 (97.57%), best:    9792/10000 (97.92%), error:       735.44373, best error:       640.49841 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 160.2061309814s, input_fired_time: 2.0855135918, output_fired_time: 1.2418265343, propagate_forward_time: 62.3714485168, propagate_backward_time: 91.4624328613, weight_update_time: 0.1446742415, other_time: 3.0449218750
epoch time: 13.3421964645s, input_fired_time: 0.2300854772, output_fired_time: 0.0000000000, propagate_forward_time: 12.5723123550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397987366
validation[          , genome  6657] predictions:    9785/  10000 (97.85%), best:    9792/10000 (97.92%), error:       704.49518, best error:       640.49841 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 163.7339630127s, input_fired_time: 2.1529569626, output_fired_time: 1.2971534729, propagate_forward_time: 63.4928131104, propagate_backward_time: 93.6436767578, weight_update_time: 0.1470722258, other_time: 3.1473693848
epoch time: 13.3237457275s, input_fired_time: 0.2188027650, output_fired_time: 0.0000000000, propagate_forward_time: 12.5790596008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5258836746
validation[          , genome  6657] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       626.59064, best error:       626.59064 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 161.1345977783s, input_fired_time: 2.0817346573, output_fired_time: 1.2816938162, propagate_forward_time: 62.6011581421, propagate_backward_time: 92.1621246338, weight_update_time: 0.1528493017, other_time: 3.0078811646
epoch time: 13.2624263763s, input_fired_time: 0.2080709338, output_fired_time: 0.0000000000, propagate_forward_time: 12.5232849121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310707092
validation[          , genome  6657] predictions:    9811/  10000 (98.11%), best:    9802/10000 (98.02%), error:       631.21570, best error:       626.59064 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 161.0144500732s, input_fired_time: 2.0872089863, output_fired_time: 1.2406024933, propagate_forward_time: 62.5848426819, propagate_backward_time: 92.0960845947, weight_update_time: 0.1397819370, other_time: 3.0057220459
epoch time: 13.2254095078s, input_fired_time: 0.2176178694, output_fired_time: 0.0000000000, propagate_forward_time: 12.4894533157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5183382034
validation[          , genome  6657] predictions:    9765/  10000 (97.65%), best:    9802/10000 (98.02%), error:       794.66254, best error:       626.59064 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 159.3870086670s, input_fired_time: 2.0346796513, output_fired_time: 1.2373197079, propagate_forward_time: 62.0028152466, propagate_backward_time: 91.1698913574, weight_update_time: 0.1388425380, other_time: 2.9422988892
epoch time: 13.3010196686s, input_fired_time: 0.2181775272, output_fired_time: 0.0000000000, propagate_forward_time: 12.5739755630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088663101
validation[          , genome  6657] predictions:    9779/  10000 (97.79%), best:    9802/10000 (98.02%), error:       714.61664, best error:       626.59064 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 160.6190490723s, input_fired_time: 2.0833759308, output_fired_time: 1.2413475513, propagate_forward_time: 62.4088134766, propagate_backward_time: 91.8653411865, weight_update_time: 0.1411258280, other_time: 3.0201721191
epoch time: 13.2317695618s, input_fired_time: 0.2100363374, output_fired_time: 0.0000000000, propagate_forward_time: 12.5193176270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5024156570
validation[          , genome  6657] predictions:    9771/  10000 (97.71%), best:    9802/10000 (98.02%), error:       732.47980, best error:       626.59064 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 162.0785217285s, input_fired_time: 2.1289706230, output_fired_time: 1.2667752504, propagate_forward_time: 62.8567504883, propagate_backward_time: 92.7352752686, weight_update_time: 0.1432759315, other_time: 3.0907592773
epoch time: 13.3151712418s, input_fired_time: 0.2236263752, output_fired_time: 0.0000000000, propagate_forward_time: 12.5649957657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5265493393
validation[          , genome  6657] predictions:    9821/  10000 (98.21%), best:    9821/10000 (98.21%), error:       600.06091, best error:       600.06091 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 163.0895690918s, input_fired_time: 2.1894028187, output_fired_time: 1.2815012932, propagate_forward_time: 63.4318161011, propagate_backward_time: 93.0376129150, weight_update_time: 0.1454783529, other_time: 3.1492385864
epoch time: 13.6705980301s, input_fired_time: 0.2260334790, output_fired_time: 0.0000000000, propagate_forward_time: 12.8880920410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5564727783
validation[          , genome  6657] predictions:    9792/  10000 (97.92%), best:    9821/10000 (98.21%), error:       652.30139, best error:       600.06091 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 162.5422210693s, input_fired_time: 2.1365253925, output_fired_time: 1.2468785048, propagate_forward_time: 62.9747161865, propagate_backward_time: 93.1096267700, weight_update_time: 0.1623576730, other_time: 3.0744857788
epoch time: 13.4667167664s, input_fired_time: 0.2511814535, output_fired_time: 0.0000000000, propagate_forward_time: 12.6757698059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397653580
validation[          , genome  6657] predictions:    9795/  10000 (97.95%), best:    9821/10000 (98.21%), error:       621.96393, best error:       600.06091 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 162.7705230713s, input_fired_time: 2.1532526016, output_fired_time: 1.2429988384, propagate_forward_time: 63.1775970459, propagate_backward_time: 93.1400299072, weight_update_time: 0.1510983855, other_time: 3.0566406250
epoch time: 13.3374767303s, input_fired_time: 0.2337587178, output_fired_time: 0.0000000000, propagate_forward_time: 12.5627851486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5409326553
validation[          , genome  6657] predictions:    9791/  10000 (97.91%), best:    9821/10000 (98.21%), error:       678.57513, best error:       600.06091 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 164.4134674072s, input_fired_time: 2.1702325344, output_fired_time: 1.3205207586, propagate_forward_time: 63.7816886902, propagate_backward_time: 93.9878692627, weight_update_time: 0.1465654969, other_time: 3.1531524658
epoch time: 13.3970346451s, input_fired_time: 0.2162576169, output_fired_time: 0.0000000000, propagate_forward_time: 12.6820087433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4987678528
validation[          , genome  6657] predictions:    9793/  10000 (97.93%), best:    9821/10000 (98.21%), error:       632.94794, best error:       600.06091 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 162.0122375488s, input_fired_time: 2.1401174068, output_fired_time: 1.2892854214, propagate_forward_time: 62.8231468201, propagate_backward_time: 92.6668548584, weight_update_time: 0.1502410620, other_time: 3.0928192139
epoch time: 12.9898757935s, input_fired_time: 0.2081278563, output_fired_time: 0.0000000000, propagate_forward_time: 12.2847089767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4970388412
validation[          , genome  6657] predictions:    9797/  10000 (97.97%), best:    9821/10000 (98.21%), error:       647.50250, best error:       600.06091 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 159.9874420166s, input_fired_time: 2.0843679905, output_fired_time: 1.2428350449, propagate_forward_time: 62.0865364075, propagate_backward_time: 91.5281448364, weight_update_time: 0.1422622800, other_time: 3.0455703735
epoch time: 12.9935579300s, input_fired_time: 0.2080765963, output_fired_time: 0.0000000000, propagate_forward_time: 12.2896308899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4958505630
validation[          , genome  6657] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       592.12921, best error:       592.12921 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 160.0871429443s, input_fired_time: 2.0826458931, output_fired_time: 1.2336261272, propagate_forward_time: 62.2254295349, propagate_backward_time: 91.5450210571, weight_update_time: 0.1418568641, other_time: 3.0004196167
epoch time: 13.0709648132s, input_fired_time: 0.2189066559, output_fired_time: 0.0000000000, propagate_forward_time: 12.3378915787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5141668320
validation[          , genome  6657] predictions:    9789/  10000 (97.89%), best:    9810/10000 (98.10%), error:       669.36768, best error:       592.12921 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 161.1444244385s, input_fired_time: 2.1297945976, output_fired_time: 1.2473567724, propagate_forward_time: 62.8190536499, propagate_backward_time: 91.8886184692, weight_update_time: 0.1435592175, other_time: 3.0596008301
epoch time: 13.4698219299s, input_fired_time: 0.2189433575, output_fired_time: 0.0000000000, propagate_forward_time: 12.7195281982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5313501358
validation[          , genome  6657] predictions:    9774/  10000 (97.74%), best:    9810/10000 (98.10%), error:       724.76917, best error:       592.12921 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 163.9316253662s, input_fired_time: 2.1986966133, output_fired_time: 1.2641998529, propagate_forward_time: 63.6159667969, propagate_backward_time: 93.7036514282, weight_update_time: 0.1449979395, other_time: 3.1491012573
epoch time: 13.4350881577s, input_fired_time: 0.2295039892, output_fired_time: 0.0000000000, propagate_forward_time: 12.6701965332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5353879929
validation[          , genome  6657] predictions:    9766/  10000 (97.66%), best:    9810/10000 (98.10%), error:       753.58301, best error:       592.12921 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 162.0455322266s, input_fired_time: 2.1334590912, output_fired_time: 1.3066189289, propagate_forward_time: 62.6962318420, propagate_backward_time: 92.8813018799, weight_update_time: 0.1426858902, other_time: 3.0279235840
epoch time: 13.2095193863s, input_fired_time: 0.2220013738, output_fired_time: 0.0000000000, propagate_forward_time: 12.4728116989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147066116
validation[          , genome  6657] predictions:    9812/  10000 (98.12%), best:    9810/10000 (98.10%), error:       650.14569, best error:       592.12921 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 162.5415649414s, input_fired_time: 2.1990983486, output_fired_time: 1.2533127069, propagate_forward_time: 63.1155281067, propagate_backward_time: 92.8677368164, weight_update_time: 0.1559142470, other_time: 3.1058959961
epoch time: 13.3034372330s, input_fired_time: 0.2425034344, output_fired_time: 0.0000000000, propagate_forward_time: 12.5334844589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5274496078
validation[          , genome  6657] predictions:    9792/  10000 (97.92%), best:    9810/10000 (98.10%), error:       679.01520, best error:       592.12921 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 162.4501647949s, input_fired_time: 2.1698584557, output_fired_time: 1.2638076544, propagate_forward_time: 62.8477516174, propagate_backward_time: 93.0429306030, weight_update_time: 0.1439234465, other_time: 3.1258163452
epoch time: 13.2469234467s, input_fired_time: 0.2406016886, output_fired_time: 0.0000000000, propagate_forward_time: 12.4938526154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5124692917
validation[          , genome  6657] predictions:    9802/  10000 (98.02%), best:    9810/10000 (98.10%), error:       623.09888, best error:       592.12921 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 161.8828430176s, input_fired_time: 2.1490066051, output_fired_time: 1.2662314177, propagate_forward_time: 62.7903060913, propagate_backward_time: 92.5418930054, weight_update_time: 0.1432188302, other_time: 3.1354064941
epoch time: 13.3806867599s, input_fired_time: 0.2384336442, output_fired_time: 0.0000000000, propagate_forward_time: 12.5942831039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479698181
validation[          , genome  6657] predictions:    9759/  10000 (97.59%), best:    9810/10000 (98.10%), error:       745.67639, best error:       592.12921 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 161.7285614014s, input_fired_time: 2.1480538845, output_fired_time: 1.2481174469, propagate_forward_time: 62.6777992249, propagate_backward_time: 92.5581207275, weight_update_time: 0.1450026780, other_time: 3.0964660645
epoch time: 13.2427740097s, input_fired_time: 0.2297912687, output_fired_time: 0.0000000000, propagate_forward_time: 12.4947242737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5182580948
validation[          , genome  6657] predictions:    9762/  10000 (97.62%), best:    9810/10000 (98.10%), error:       716.29016, best error:       592.12921 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 159.5809631348s, input_fired_time: 2.1156437397, output_fired_time: 1.2324744463, propagate_forward_time: 62.2453346252, propagate_backward_time: 91.0045242310, weight_update_time: 0.1461586952, other_time: 2.9829940796
epoch time: 13.2216196060s, input_fired_time: 0.2250694335, output_fired_time: 0.0000000000, propagate_forward_time: 12.4761581421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5203924179
validation[          , genome  6657] predictions:    9802/  10000 (98.02%), best:    9810/10000 (98.10%), error:       642.71802, best error:       592.12921 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 161.8286743164s, input_fired_time: 2.1226980686, output_fired_time: 1.2698993683, propagate_forward_time: 62.8383789062, propagate_backward_time: 92.5405273438, weight_update_time: 0.1618049294, other_time: 3.0571746826
epoch time: 13.2199764252s, input_fired_time: 0.2362447679, output_fired_time: 0.0000000000, propagate_forward_time: 12.4542932510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294380188
validation[          , genome  6657] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       610.27594, best error:       592.12921 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 160.1303710938s, input_fired_time: 2.1102910042, output_fired_time: 1.2418780327, propagate_forward_time: 62.1429672241, propagate_backward_time: 91.6244201660, weight_update_time: 0.1424739659, other_time: 3.0108108521
epoch time: 13.6460170746s, input_fired_time: 0.2293899804, output_fired_time: 0.0000000000, propagate_forward_time: 12.8671903610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5494365692
validation[          , genome  6657] predictions:    9815/  10000 (98.15%), best:    9810/10000 (98.10%), error:       609.02826, best error:       592.12921 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 159.2858276367s, input_fired_time: 2.1098153591, output_fired_time: 1.2292028666, propagate_forward_time: 62.0255317688, propagate_backward_time: 90.9243087769, weight_update_time: 0.1407930255, other_time: 2.9969711304
epoch time: 13.2530221939s, input_fired_time: 0.2344959825, output_fired_time: 0.0000000000, propagate_forward_time: 12.4835844040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349416733
validation[          , genome  6657] predictions:    9772/  10000 (97.72%), best:    9810/10000 (98.10%), error:       723.21948, best error:       592.12921 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 159.5298614502s, input_fired_time: 2.1218118668, output_fired_time: 1.2299150229, propagate_forward_time: 61.9236526489, propagate_backward_time: 91.2265243530, weight_update_time: 0.1519475579, other_time: 3.0279541016
epoch time: 13.3162260056s, input_fired_time: 0.2194641083, output_fired_time: 0.0000000000, propagate_forward_time: 12.5624675751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342941284
validation[          , genome  6657] predictions:    9813/  10000 (98.13%), best:    9810/10000 (98.10%), error:       600.27374, best error:       592.12921 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 160.1893768311s, input_fired_time: 2.1063284874, output_fired_time: 1.2608242035, propagate_forward_time: 62.0663108826, propagate_backward_time: 91.7175598145, weight_update_time: 0.1416479945, other_time: 3.0383605957
epoch time: 12.9144573212s, input_fired_time: 0.2115009576, output_fired_time: 0.0000000000, propagate_forward_time: 12.2062683105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966878891
validation[          , genome  6657] predictions:    9806/  10000 (98.06%), best:    9810/10000 (98.10%), error:       656.58240, best error:       592.12921 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 160.7962341309s, input_fired_time: 2.1400406361, output_fired_time: 1.2483671904, propagate_forward_time: 62.1852035522, propagate_backward_time: 92.1767578125, weight_update_time: 0.1413132846, other_time: 3.0458602905
epoch time: 13.1581163406s, input_fired_time: 0.2207420617, output_fired_time: 0.0000000000, propagate_forward_time: 12.3916549683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457191467
validation[          , genome  6657] predictions:    9793/  10000 (97.93%), best:    9810/10000 (98.10%), error:       657.18005, best error:       592.12921 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 159.2531585693s, input_fired_time: 2.1063089371, output_fired_time: 1.2485795021, propagate_forward_time: 61.8682594299, propagate_backward_time: 91.0040512085, weight_update_time: 0.1422021389, other_time: 3.0259628296
epoch time: 13.2240686417s, input_fired_time: 0.2193049341, output_fired_time: 0.0000000000, propagate_forward_time: 12.4986219406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061416626
validation[          , genome  6657] predictions:    9802/  10000 (98.02%), best:    9810/10000 (98.10%), error:       644.15802, best error:       592.12921 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 159.5966644287s, input_fired_time: 2.1115076542, output_fired_time: 1.2302793264, propagate_forward_time: 62.0238685608, propagate_backward_time: 91.2434310913, weight_update_time: 0.1400709748, other_time: 2.9875717163
epoch time: 13.2331857681s, input_fired_time: 0.2211801708, output_fired_time: 0.0000000000, propagate_forward_time: 12.5009956360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5110101700
validation[          , genome  6657] predictions:    9743/  10000 (97.43%), best:    9810/10000 (98.10%), error:       844.33801, best error:       592.12921 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 160.9071502686s, input_fired_time: 2.1428346634, output_fired_time: 1.2543048859, propagate_forward_time: 62.4856758118, propagate_backward_time: 91.9625701904, weight_update_time: 0.1462414414, other_time: 3.0617675781
epoch time: 13.4026937485s, input_fired_time: 0.2221705168, output_fired_time: 0.0000000000, propagate_forward_time: 12.6761198044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5044031143
validation[          , genome  6657] predictions:    9797/  10000 (97.97%), best:    9810/10000 (98.10%), error:       686.84662, best error:       592.12921 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 160.8084106445s, input_fired_time: 2.1336352825, output_fired_time: 1.2498046160, propagate_forward_time: 62.2198410034, propagate_backward_time: 92.1330108643, weight_update_time: 0.1412979066, other_time: 3.0721206665
epoch time: 13.1228218079s, input_fired_time: 0.2163294256, output_fired_time: 0.0000000000, propagate_forward_time: 12.4030609131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5034313202
validation[          , genome  6657] predictions:    9800/  10000 (98.00%), best:    9810/10000 (98.10%), error:       606.08850, best error:       592.12921 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 160.0053100586s, input_fired_time: 2.1138229370, output_fired_time: 1.2360885143, propagate_forward_time: 62.1698799133, propagate_backward_time: 91.4855804443, weight_update_time: 0.1411226690, other_time: 2.9999389648
epoch time: 13.1578798294s, input_fired_time: 0.2180280089, output_fired_time: 0.0000000000, propagate_forward_time: 12.4306879044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091638565
validation[          , genome  6657] predictions:    9794/  10000 (97.94%), best:    9810/10000 (98.10%), error:       664.32776, best error:       592.12921 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 160.0894317627s, input_fired_time: 2.0690531731, output_fired_time: 1.2350262403, propagate_forward_time: 62.5240364075, propagate_backward_time: 91.2951354980, weight_update_time: 0.1387990415, other_time: 2.9661865234
epoch time: 13.4610662460s, input_fired_time: 0.2241552472, output_fired_time: 0.0000000000, propagate_forward_time: 12.7005558014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5363550186
validation[          , genome  6657] predictions:    9774/  10000 (97.74%), best:    9810/10000 (98.10%), error:       714.83789, best error:       592.12921 on epoch:    61, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 159.5352172852s, input_fired_time: 2.0968072414, output_fired_time: 1.2259591818, propagate_forward_time: 62.0158538818, propagate_backward_time: 91.1971282959, weight_update_time: 0.1408083141, other_time: 2.9994812012
epoch time: 13.2715921402s, input_fired_time: 0.2303922623, output_fired_time: 0.0000000000, propagate_forward_time: 12.5181989670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5230007172
validation[          , genome  6657] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       634.67480, best error:       592.12921 on epoch:    61, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 161.1836395264s, input_fired_time: 2.1499888897, output_fired_time: 1.2433240414, propagate_forward_time: 62.6341476440, propagate_backward_time: 92.1285324097, weight_update_time: 0.1422012299, other_time: 3.0276489258
epoch time: 13.1455335617s, input_fired_time: 0.2181076407, output_fired_time: 0.0000000000, propagate_forward_time: 12.4268388748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5005874634
validation[          , genome  6657] predictions:    9800/  10000 (98.00%), best:    9810/10000 (98.10%), error:       612.38586, best error:       592.12921 on epoch:    61, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 159.7155609131s, input_fired_time: 2.1227500439, output_fired_time: 1.2428797483, propagate_forward_time: 62.0979957581, propagate_backward_time: 91.2069625854, weight_update_time: 0.1432814300, other_time: 3.0449752808
epoch time: 13.0654764175s, input_fired_time: 0.2193962187, output_fired_time: 0.0000000000, propagate_forward_time: 12.3364019394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5096778870
validation[          , genome  6657] predictions:    9798/  10000 (97.98%), best:    9810/10000 (98.10%), error:       649.70691, best error:       592.12921 on epoch:    61, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 160.4053802490s, input_fired_time: 2.1225352287, output_fired_time: 1.2337237597, propagate_forward_time: 62.1476936340, propagate_backward_time: 91.9163055420, weight_update_time: 0.1405609697, other_time: 2.9851379395
epoch time: 13.0700597763s, input_fired_time: 0.2175040543, output_fired_time: 0.0000000000, propagate_forward_time: 12.3532009125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993543625
validation[          , genome  6657] predictions:    9795/  10000 (97.95%), best:    9810/10000 (98.10%), error:       632.61414, best error:       592.12921 on epoch:    61, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 160.1364288330s, input_fired_time: 2.1153156757, output_fired_time: 1.2418540716, propagate_forward_time: 62.1987991333, propagate_backward_time: 91.6045684814, weight_update_time: 0.1401521713, other_time: 2.9758987427
epoch time: 13.1734476089s, input_fired_time: 0.2257888913, output_fired_time: 0.0000000000, propagate_forward_time: 12.4414939880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061645508
validation[          , genome  6657] predictions:    9799/  10000 (97.99%), best:    9810/10000 (98.10%), error:       660.68176, best error:       592.12921 on epoch:    61, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 160.2863006592s, input_fired_time: 2.1188597679, output_fired_time: 1.2699694633, propagate_forward_time: 62.3677558899, propagate_backward_time: 91.4554290771, weight_update_time: 0.1614620984, other_time: 3.0742797852
epoch time: 13.5661926270s, input_fired_time: 0.2321473956, output_fired_time: 0.0000000000, propagate_forward_time: 12.8158960342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5181493759
validation[          , genome  6657] predictions:    9789/  10000 (97.89%), best:    9810/10000 (98.10%), error:       650.69818, best error:       592.12921 on epoch:    61, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 160.5021362305s, input_fired_time: 2.1159517765, output_fired_time: 1.2265939713, propagate_forward_time: 62.4188575745, propagate_backward_time: 91.7443542480, weight_update_time: 0.1406844854, other_time: 2.9963836670
epoch time: 13.0263042450s, input_fired_time: 0.2244641632, output_fired_time: 0.0000000000, propagate_forward_time: 12.2942991257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5075407028
validation[          , genome  6657] predictions:    9808/  10000 (98.08%), best:    9810/10000 (98.10%), error:       622.67462, best error:       592.12921 on epoch:    61, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 160.7593841553s, input_fired_time: 2.1262412071, output_fired_time: 1.2284500599, propagate_forward_time: 62.4347839355, propagate_backward_time: 91.9299011230, weight_update_time: 0.1407832503, other_time: 3.0400085449
epoch time: 13.1409454346s, input_fired_time: 0.2176955342, output_fired_time: 0.0000000000, propagate_forward_time: 12.4091339111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5141162872
validation[          , genome  6657] predictions:    9807/  10000 (98.07%), best:    9810/10000 (98.10%), error:       630.45325, best error:       592.12921 on epoch:    61, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 159.8778228760s, input_fired_time: 2.1437811852, output_fired_time: 1.2394286394, propagate_forward_time: 62.0172500610, propagate_backward_time: 91.4291000366, weight_update_time: 0.1430509984, other_time: 3.0482635498
epoch time: 13.0931529999s, input_fired_time: 0.2212634981, output_fired_time: 0.0000000000, propagate_forward_time: 12.3552341461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5166549683
validation[          , genome  6657] predictions:    9830/  10000 (98.30%), best:    9830/10000 (98.30%), error:       588.32410, best error:       588.32410 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 160.3372344971s, input_fired_time: 2.1199367046, output_fired_time: 1.2448858023, propagate_forward_time: 62.3790245056, propagate_backward_time: 91.5877761841, weight_update_time: 0.1418016851, other_time: 3.0056076050
epoch time: 13.2028722763s, input_fired_time: 0.2375455797, output_fired_time: 0.0000000000, propagate_forward_time: 12.4441204071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212059021
validation[          , genome  6657] predictions:    9798/  10000 (97.98%), best:    9830/10000 (98.30%), error:       637.39935, best error:       588.32410 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 159.1795349121s, input_fired_time: 2.0942976475, output_fired_time: 1.2212024927, propagate_forward_time: 61.6519050598, propagate_backward_time: 91.1981201172, weight_update_time: 0.1399420947, other_time: 3.0140075684
epoch time: 13.2385377884s, input_fired_time: 0.2251160294, output_fired_time: 0.0000000000, propagate_forward_time: 12.4654521942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479698181
validation[          , genome  6657] predictions:    9805/  10000 (98.05%), best:    9830/10000 (98.30%), error:       607.60840, best error:       588.32410 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 160.3983612061s, input_fired_time: 2.1872043610, output_fired_time: 1.2383832932, propagate_forward_time: 62.2476234436, propagate_backward_time: 91.6546249390, weight_update_time: 0.1421947181, other_time: 3.0705184937
epoch time: 13.2110042572s, input_fired_time: 0.2381181568, output_fired_time: 0.0000000000, propagate_forward_time: 12.4569873810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158987045
validation[          , genome  6657] predictions:    9770/  10000 (97.70%), best:    9830/10000 (98.30%), error:       729.16931, best error:       588.32410 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 160.2397003174s, input_fired_time: 2.1122257710, output_fired_time: 1.2572937012, propagate_forward_time: 62.2423706055, propagate_backward_time: 91.6426544189, weight_update_time: 0.1401520818, other_time: 2.9851531982
epoch time: 13.2110853195s, input_fired_time: 0.2250828296, output_fired_time: 0.0000000000, propagate_forward_time: 12.4665908813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5194120407
validation[          , genome  6657] predictions:    9799/  10000 (97.99%), best:    9830/10000 (98.30%), error:       646.52344, best error:       588.32410 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 159.2911682129s, input_fired_time: 2.1054677963, output_fired_time: 1.2252886295, propagate_forward_time: 61.7401466370, propagate_backward_time: 91.2301406860, weight_update_time: 0.1522847265, other_time: 2.9901199341
epoch time: 13.1230611801s, input_fired_time: 0.2152310312, output_fired_time: 0.0000000000, propagate_forward_time: 12.4030427933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047874451
validation[          , genome  6657] predictions:    9811/  10000 (98.11%), best:    9830/10000 (98.30%), error:       600.57672, best error:       588.32410 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 159.4811401367s, input_fired_time: 2.1053733826, output_fired_time: 1.2296020985, propagate_forward_time: 62.1012344360, propagate_backward_time: 91.0811462402, weight_update_time: 0.1401809603, other_time: 2.9637832642
epoch time: 13.2586250305s, input_fired_time: 0.2201932520, output_fired_time: 0.0000000000, propagate_forward_time: 12.5282640457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5101680756
validation[          , genome  6657] predictions:    9776/  10000 (97.76%), best:    9830/10000 (98.30%), error:       721.13696, best error:       588.32410 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 159.9288024902s, input_fired_time: 2.1631400585, output_fired_time: 1.2410351038, propagate_forward_time: 62.1260185242, propagate_backward_time: 91.4135589600, weight_update_time: 0.1409695894, other_time: 2.9850463867
epoch time: 13.0836877823s, input_fired_time: 0.2151092440, output_fired_time: 0.0000000000, propagate_forward_time: 12.3549680710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136108398
validation[          , genome  6657] predictions:    9791/  10000 (97.91%), best:    9830/10000 (98.30%), error:       654.96289, best error:       588.32410 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 160.3401184082s, input_fired_time: 2.0953574181, output_fired_time: 1.2297601700, propagate_forward_time: 62.3398437500, propagate_backward_time: 91.6701965332, weight_update_time: 0.1396345049, other_time: 3.0049591064
epoch time: 13.0064687729s, input_fired_time: 0.2166022509, output_fired_time: 0.0000000000, propagate_forward_time: 12.2940416336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4958248138
validation[          , genome  6657] predictions:    9802/  10000 (98.02%), best:    9830/10000 (98.30%), error:       611.72546, best error:       588.32410 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 160.0302581787s, input_fired_time: 2.1208283901, output_fired_time: 1.2547034025, propagate_forward_time: 62.1523780823, propagate_backward_time: 91.4983444214, weight_update_time: 0.1491191536, other_time: 3.0040054321
epoch time: 13.2216987610s, input_fired_time: 0.2254741937, output_fired_time: 0.0000000000, propagate_forward_time: 12.4707202911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5255041122
validation[          , genome  6657] predictions:    9820/  10000 (98.20%), best:    9830/10000 (98.30%), error:       589.82574, best error:       588.32410 on epoch:    91, 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: 65.1731719971s, input_fired_time: 1.0978848934, output_fired_time: 0.0000000000, propagate_forward_time: 61.5433044434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5319824219
best training[          , genome  6657] predictions:   49837/  50000 (99.67%), best:    9830/10000 (98.30%), error:       869.95868, best error:       588.32410 on epoch:    91, 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: 12.9156475067s, input_fired_time: 0.2105849385, output_fired_time: 0.0000000000, propagate_forward_time: 12.2132663727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4917964935
   testing[          , genome  6657] predictions:    9826/  10000 (98.26%), best:    9830/10000 (98.30%), error:       533.73187, best error:       588.32410 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:24:50 (17948): called boinc_finish(0)

</stderr_txt>
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