Nameexact_genome_1512568488_43_6352_2
Workunit2603058
Created7 Dec 2017, 19:57:19 UTC
Sent7 Dec 2017, 20:04:35 UTC
Report deadline18 Dec 2017, 17:51:39 UTC
Received8 Dec 2017, 5:21:32 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64865
Run time6 hours 55 min 9 sec
CPU time6 hours 54 min 52 sec
Validate stateValid
Credit2,726.92
Device peak FLOPS2.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.96 MB
Peak swap size154.50 MB
Peak disk usage1.44 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
52s, input_fired_time: 0.2188079804, output_fired_time: 0.0000000000, propagate_forward_time: 17.3817138672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5889606476
validation[          , genome  6352] predictions:    9748/  10000 (97.48%), best:    9758/10000 (97.58%), error:       829.99152, best error:       757.06049 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 228.4103240967s, input_fired_time: 2.0005874634, output_fired_time: 1.4098756313, propagate_forward_time: 86.7585906982, propagate_backward_time: 129.8170471191, weight_update_time: 0.2044488490, other_time: 8.4242095947
epoch time: 19.0475902557s, input_fired_time: 0.2181506455, output_fired_time: 0.0000000000, propagate_forward_time: 17.2175235748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6119155884
validation[          , genome  6352] predictions:    9777/  10000 (97.77%), best:    9758/10000 (97.58%), error:       765.15240, best error:       757.06049 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 227.5735778809s, input_fired_time: 1.9985061884, output_fired_time: 1.4023392200, propagate_forward_time: 86.4555969238, propagate_backward_time: 129.3386077881, weight_update_time: 0.2022380829, other_time: 8.3785247803
epoch time: 19.1274852753s, input_fired_time: 0.2157709599, output_fired_time: 0.0000000000, propagate_forward_time: 17.3376197815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5740947723
validation[          , genome  6352] predictions:    9723/  10000 (97.23%), best:    9758/10000 (97.58%), error:       913.62396, best error:       757.06049 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 227.7744903564s, input_fired_time: 1.9973320961, output_fired_time: 1.3969274759, propagate_forward_time: 86.5056762695, propagate_backward_time: 129.4864654541, weight_update_time: 0.2022043914, other_time: 8.3880920410
epoch time: 19.1324920654s, input_fired_time: 0.2192708254, output_fired_time: 0.0000000000, propagate_forward_time: 17.3435535431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5696678162
validation[          , genome  6352] predictions:    9762/  10000 (97.62%), best:    9758/10000 (97.58%), error:       762.07288, best error:       757.06049 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 228.1008758545s, input_fired_time: 1.9991821051, output_fired_time: 1.4021638632, propagate_forward_time: 86.6154861450, propagate_backward_time: 129.6939544678, weight_update_time: 0.2024006844, other_time: 8.3900909424
epoch time: 19.0239315033s, input_fired_time: 0.2173192650, output_fired_time: 0.0000000000, propagate_forward_time: 17.2246913910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5819206238
validation[          , genome  6352] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       724.26215, best error:       724.26215 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 227.9854278564s, input_fired_time: 1.9988324642, output_fired_time: 1.4010720253, propagate_forward_time: 86.5824966431, propagate_backward_time: 129.6165618896, weight_update_time: 0.2018247545, other_time: 8.3864593506
epoch time: 19.1310806274s, input_fired_time: 0.2206694037, output_fired_time: 0.0000000000, propagate_forward_time: 17.3378562927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5725555420
validation[          , genome  6352] predictions:    9777/  10000 (97.77%), best:    9787/10000 (97.87%), error:       725.93719, best error:       724.26215 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 227.8152923584s, input_fired_time: 2.0025124550, output_fired_time: 1.3990775347, propagate_forward_time: 86.5191726685, propagate_backward_time: 129.5010986328, weight_update_time: 0.2018922567, other_time: 8.3934326172
epoch time: 19.1396369934s, input_fired_time: 0.2210175842, output_fired_time: 0.0000000000, propagate_forward_time: 17.3508071899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5678119659
validation[          , genome  6352] predictions:    9731/  10000 (97.31%), best:    9787/10000 (97.87%), error:       864.70886, best error:       724.26215 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 228.2093353271s, input_fired_time: 2.0049421787, output_fired_time: 1.4002500772, propagate_forward_time: 86.7013549805, propagate_backward_time: 129.7305145264, weight_update_time: 0.2028714567, other_time: 8.3722686768
epoch time: 19.2680110931s, input_fired_time: 0.2208520472, output_fired_time: 0.0000000000, propagate_forward_time: 17.4712448120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5759143829
validation[          , genome  6352] predictions:    9691/  10000 (96.91%), best:    9787/10000 (97.87%), error:       974.63928, best error:       724.26215 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 229.0210876465s, input_fired_time: 2.0157670975, output_fired_time: 1.4114220142, propagate_forward_time: 87.0103530884, propagate_backward_time: 130.2367401123, weight_update_time: 0.2042091042, other_time: 8.3468170166
epoch time: 19.2307586670s, input_fired_time: 0.2193551809, output_fired_time: 0.0000000000, propagate_forward_time: 17.4321784973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5792255402
validation[          , genome  6352] predictions:    9761/  10000 (97.61%), best:    9787/10000 (97.87%), error:       741.98633, best error:       724.26215 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 228.8319702148s, input_fired_time: 2.0191295147, output_fired_time: 1.4116714001, propagate_forward_time: 86.9815521240, propagate_backward_time: 130.0487518311, weight_update_time: 0.2044261694, other_time: 8.3708648682
epoch time: 19.0255966187s, input_fired_time: 0.2192723453, output_fired_time: 0.0000000000, propagate_forward_time: 17.2075328827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5987911224
validation[          , genome  6352] predictions:    9738/  10000 (97.38%), best:    9787/10000 (97.87%), error:       830.71991, best error:       724.26215 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 228.8871002197s, input_fired_time: 2.0160901546, output_fired_time: 1.4121062756, propagate_forward_time: 86.9970169067, propagate_backward_time: 130.0893707275, weight_update_time: 0.2043003738, other_time: 8.3725128174
epoch time: 19.2337856293s, input_fired_time: 0.2204331458, output_fired_time: 0.0000000000, propagate_forward_time: 17.4381370544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5752162933
validation[          , genome  6352] predictions:    9778/  10000 (97.78%), best:    9787/10000 (97.87%), error:       766.96906, best error:       724.26215 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 228.8549041748s, input_fired_time: 2.0167338848, output_fired_time: 1.4141262770, propagate_forward_time: 86.9895553589, propagate_backward_time: 130.0614471436, weight_update_time: 0.2046758533, other_time: 8.3730316162
epoch time: 19.2311191559s, input_fired_time: 0.2215902060, output_fired_time: 0.0000000000, propagate_forward_time: 17.4332275391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5763015747
validation[          , genome  6352] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       686.13367, best error:       686.13367 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 228.8510894775s, input_fired_time: 2.0163905621, output_fired_time: 1.4149817228, propagate_forward_time: 86.9731292725, propagate_backward_time: 130.0682830811, weight_update_time: 0.2043633610, other_time: 8.3783111572
epoch time: 19.2376670837s, input_fired_time: 0.2217143029, output_fired_time: 0.0000000000, propagate_forward_time: 17.4408531189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5750999451
validation[          , genome  6352] predictions:    9793/  10000 (97.93%), best:    9791/10000 (97.91%), error:       692.86951, best error:       686.13367 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 228.8858489990s, input_fired_time: 2.0164234638, output_fired_time: 1.4140478373, propagate_forward_time: 87.0005722046, propagate_backward_time: 130.0709075928, weight_update_time: 0.2039106041, other_time: 8.3838958740
epoch time: 19.2212486267s, input_fired_time: 0.2204446793, output_fired_time: 0.0000000000, propagate_forward_time: 17.4270019531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5738029480
validation[          , genome  6352] predictions:    9778/  10000 (97.78%), best:    9791/10000 (97.91%), error:       723.82068, best error:       686.13367 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 228.8528900146s, input_fired_time: 2.0182080269, output_fired_time: 1.4141259193, propagate_forward_time: 86.9874496460, propagate_backward_time: 130.0623168945, weight_update_time: 0.2039431483, other_time: 8.3707885742
epoch time: 19.2310256958s, input_fired_time: 0.2224213630, output_fired_time: 0.0000000000, propagate_forward_time: 17.4336299896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5749740601
validation[          , genome  6352] predictions:    9754/  10000 (97.54%), best:    9791/10000 (97.91%), error:       789.44794, best error:       686.13367 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 228.6351318359s, input_fired_time: 2.0191204548, output_fired_time: 1.4124168158, propagate_forward_time: 86.8765258789, propagate_backward_time: 129.9399108887, weight_update_time: 0.2034620345, other_time: 8.3871612549
epoch time: 19.1690196991s, input_fired_time: 0.2196847945, output_fired_time: 0.0000000000, propagate_forward_time: 17.3734073639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5759277344
validation[          , genome  6352] predictions:    9747/  10000 (97.47%), best:    9791/10000 (97.91%), error:       799.21381, best error:       686.13367 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 228.0446319580s, input_fired_time: 2.0158057213, output_fired_time: 1.4091504812, propagate_forward_time: 86.6414566040, propagate_backward_time: 129.5633544922, weight_update_time: 0.2036900818, other_time: 8.4148559570
epoch time: 19.1951408386s, input_fired_time: 0.2208059281, output_fired_time: 0.0000000000, propagate_forward_time: 17.3849315643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5894031525
validation[          , genome  6352] predictions:    9731/  10000 (97.31%), best:    9791/10000 (97.91%), error:       856.21790, best error:       686.13367 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 228.1040039062s, input_fired_time: 2.0161957741, output_fired_time: 1.4087406397, propagate_forward_time: 86.6567001343, propagate_backward_time: 129.5929718018, weight_update_time: 0.2044794708, other_time: 8.4293975830
epoch time: 19.1681709290s, input_fired_time: 0.2231609672, output_fired_time: 0.0000000000, propagate_forward_time: 17.3621292114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5828800201
validation[          , genome  6352] predictions:    9770/  10000 (97.70%), best:    9791/10000 (97.91%), error:       705.19281, best error:       686.13367 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 228.4562988281s, input_fired_time: 2.0189993382, output_fired_time: 1.4139517546, propagate_forward_time: 86.7538757324, propagate_backward_time: 129.8149261475, weight_update_time: 0.2047841251, other_time: 8.4545440674
epoch time: 19.1528491974s, input_fired_time: 0.2232847512, output_fired_time: 0.0000000000, propagate_forward_time: 17.3450832367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5844802856
validation[          , genome  6352] predictions:    9778/  10000 (97.78%), best:    9791/10000 (97.91%), error:       720.50726, best error:       686.13367 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 228.1689147949s, input_fired_time: 2.0206367970, output_fired_time: 1.4130568504, propagate_forward_time: 86.6681900024, propagate_backward_time: 129.6375885010, weight_update_time: 0.2042304426, other_time: 8.4294586182
epoch time: 19.1822357178s, input_fired_time: 0.2218876034, output_fired_time: 0.0000000000, propagate_forward_time: 17.3750400543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5853080750
validation[          , genome  6352] predictions:    9748/  10000 (97.48%), best:    9791/10000 (97.91%), error:       820.34259, best error:       686.13367 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 228.0892333984s, input_fired_time: 2.0207810402, output_fired_time: 1.4152820110, propagate_forward_time: 86.6255187988, propagate_backward_time: 129.6037750244, weight_update_time: 0.2043786943, other_time: 8.4238739014
epoch time: 19.1878719330s, input_fired_time: 0.2226002812, output_fired_time: 0.0000000000, propagate_forward_time: 17.3827400208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5825309753
validation[          , genome  6352] predictions:    9771/  10000 (97.71%), best:    9791/10000 (97.91%), error:       724.82990, best error:       686.13367 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 228.0320892334s, input_fired_time: 2.0212361813, output_fired_time: 1.4113739729, propagate_forward_time: 86.6373214722, propagate_backward_time: 129.5591735840, weight_update_time: 0.2037826031, other_time: 8.4029846191
epoch time: 19.1894054413s, input_fired_time: 0.2251542658, output_fired_time: 0.0000000000, propagate_forward_time: 17.3825035095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5817470551
validation[          , genome  6352] predictions:    9746/  10000 (97.46%), best:    9791/10000 (97.91%), error:       817.38324, best error:       686.13367 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 226.9549407959s, input_fired_time: 2.0220725536, output_fired_time: 1.3985973597, propagate_forward_time: 86.1248092651, propagate_backward_time: 129.0229034424, weight_update_time: 0.2037786692, other_time: 8.3865509033
epoch time: 18.4307022095s, input_fired_time: 0.2169113457, output_fired_time: 0.0000000000, propagate_forward_time: 16.6621417999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5516490936
validation[          , genome  6352] predictions:    9774/  10000 (97.74%), best:    9791/10000 (97.91%), error:       730.06427, best error:       686.13367 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 221.5508422852s, input_fired_time: 1.9975277185, output_fired_time: 1.3556405306, propagate_forward_time: 83.7879409790, propagate_backward_time: 126.1258544922, weight_update_time: 0.2012601942, other_time: 8.2838745117
epoch time: 18.9013042450s, input_fired_time: 0.2195666283, output_fired_time: 0.0000000000, propagate_forward_time: 17.1189079285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5628299713
validation[          , genome  6352] predictions:    9790/  10000 (97.90%), best:    9791/10000 (97.91%), error:       727.83771, best error:       686.13367 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 228.3608398438s, input_fired_time: 2.0263035297, output_fired_time: 1.4098988771, propagate_forward_time: 86.6763381958, propagate_backward_time: 129.9412994385, weight_update_time: 0.2025984228, other_time: 8.3069915771
epoch time: 19.1849040985s, input_fired_time: 0.2222220302, output_fired_time: 0.0000000000, propagate_forward_time: 17.3993892670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5632934570
validation[          , genome  6352] predictions:    9795/  10000 (97.95%), best:    9791/10000 (97.91%), error:       686.28003, best error:       686.13367 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 228.8410644531s, input_fired_time: 2.0302262306, output_fired_time: 1.4125151634, propagate_forward_time: 86.9267425537, propagate_backward_time: 130.1644897461, weight_update_time: 0.2031275034, other_time: 8.3070831299
epoch time: 19.2015266418s, input_fired_time: 0.2241747379, output_fired_time: 0.0000000000, propagate_forward_time: 17.4149856567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5623664856
validation[          , genome  6352] predictions:    9691/  10000 (96.91%), best:    9791/10000 (97.91%), error:       999.01941, best error:       686.13367 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 229.0725097656s, input_fired_time: 2.0358097553, output_fired_time: 1.4154020548, propagate_forward_time: 86.9702835083, propagate_backward_time: 130.3377838135, weight_update_time: 0.2037317753, other_time: 8.3132171631
epoch time: 19.2052707672s, input_fired_time: 0.2240727544, output_fired_time: 0.0000000000, propagate_forward_time: 17.4206047058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5605926514
validation[          , genome  6352] predictions:    9773/  10000 (97.73%), best:    9791/10000 (97.91%), error:       703.21790, best error:       686.13367 on epoch:    25, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 229.0859527588s, input_fired_time: 2.0359761715, output_fired_time: 1.4115864038, propagate_forward_time: 86.9741592407, propagate_backward_time: 130.3713531494, weight_update_time: 0.2031213194, other_time: 8.2928619385
epoch time: 19.0191154480s, input_fired_time: 0.2243672758, output_fired_time: 0.0000000000, propagate_forward_time: 17.2295722961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5651760101
validation[          , genome  6352] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       639.31592, best error:       639.31592 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 225.5100250244s, input_fired_time: 2.0203127861, output_fired_time: 1.3873136044, propagate_forward_time: 85.5963821411, propagate_backward_time: 128.1401824951, weight_update_time: 0.2030419260, other_time: 8.3658294678
epoch time: 19.2091827393s, input_fired_time: 0.2230408639, output_fired_time: 0.0000000000, propagate_forward_time: 17.3972740173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5888671875
validation[          , genome  6352] predictions:    9747/  10000 (97.47%), best:    9801/10000 (98.01%), error:       781.99170, best error:       639.31592 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 228.1594238281s, input_fired_time: 2.0306394100, output_fired_time: 1.4101200104, propagate_forward_time: 86.6515655518, propagate_backward_time: 129.6529541016, weight_update_time: 0.2049202025, other_time: 8.4141387939
epoch time: 19.2160015106s, input_fired_time: 0.2249698341, output_fired_time: 0.0000000000, propagate_forward_time: 17.4035186768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5875129700
validation[          , genome  6352] predictions:    9786/  10000 (97.86%), best:    9801/10000 (98.01%), error:       721.73212, best error:       639.31592 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 228.4252014160s, input_fired_time: 2.0330290794, output_fired_time: 1.4105888605, propagate_forward_time: 86.7324371338, propagate_backward_time: 129.8212890625, weight_update_time: 0.2042715549, other_time: 8.4278564453
epoch time: 19.0410976410s, input_fired_time: 0.2242864817, output_fired_time: 0.0000000000, propagate_forward_time: 17.2199611664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5968494415
validation[          , genome  6352] predictions:    9700/  10000 (97.00%), best:    9801/10000 (98.01%), error:       894.03308, best error:       639.31592 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 228.4403686523s, input_fired_time: 2.0350468159, output_fired_time: 1.4094061852, propagate_forward_time: 86.7651901245, propagate_backward_time: 129.8107452393, weight_update_time: 0.2049459666, other_time: 8.4199676514
epoch time: 19.1997203827s, input_fired_time: 0.2243402153, output_fired_time: 0.0000000000, propagate_forward_time: 17.3925571442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5828227997
validation[          , genome  6352] predictions:    9782/  10000 (97.82%), best:    9801/10000 (98.01%), error:       723.47571, best error:       639.31592 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 228.1809692383s, input_fired_time: 2.0347247124, output_fired_time: 1.4096982479, propagate_forward_time: 86.6583404541, propagate_backward_time: 129.6611785889, weight_update_time: 0.2042038441, other_time: 8.4170227051
epoch time: 19.2036476135s, input_fired_time: 0.2274425477, output_fired_time: 0.0000000000, propagate_forward_time: 17.3923454285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5838603973
validation[          , genome  6352] predictions:    9757/  10000 (97.57%), best:    9801/10000 (98.01%), error:       789.16199, best error:       639.31592 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 228.1921386719s, input_fired_time: 2.0357198715, output_fired_time: 1.4094055891, propagate_forward_time: 86.6635818481, propagate_backward_time: 129.6687469482, weight_update_time: 0.2047833651, other_time: 8.4146881104
epoch time: 19.1821861267s, input_fired_time: 0.2243628055, output_fired_time: 0.0000000000, propagate_forward_time: 17.3797416687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5780811310
validation[          , genome  6352] predictions:    9779/  10000 (97.79%), best:    9801/10000 (98.01%), error:       731.48077, best error:       639.31592 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 226.9746398926s, input_fired_time: 2.0285642147, output_fired_time: 1.3997851610, propagate_forward_time: 86.1387100220, propagate_backward_time: 129.0359039307, weight_update_time: 0.2036808431, other_time: 8.3716888428
epoch time: 19.0333385468s, input_fired_time: 0.2255811989, output_fired_time: 0.0000000000, propagate_forward_time: 17.2329006195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5748558044
validation[          , genome  6352] predictions:    9795/  10000 (97.95%), best:    9801/10000 (98.01%), error:       679.86932, best error:       639.31592 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 225.9965362549s, input_fired_time: 2.0224502087, output_fired_time: 1.3878312111, propagate_forward_time: 85.6768798828, propagate_backward_time: 128.5463867188, weight_update_time: 0.2031146884, other_time: 8.3629913330
epoch time: 19.2599372864s, input_fired_time: 0.2282795608, output_fired_time: 0.0000000000, propagate_forward_time: 17.4588394165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5728187561
validation[          , genome  6352] predictions:    9781/  10000 (97.81%), best:    9801/10000 (98.01%), error:       696.98639, best error:       639.31592 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 225.9180145264s, input_fired_time: 2.0634844303, output_fired_time: 1.4325706959, propagate_forward_time: 85.2891159058, propagate_backward_time: 128.5455474854, weight_update_time: 0.2146763057, other_time: 8.5872955322
epoch time: 18.4310016632s, input_fired_time: 0.2356347740, output_fired_time: 0.0000000000, propagate_forward_time: 16.6081695557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5871982574
validation[          , genome  6352] predictions:    9754/  10000 (97.54%), best:    9801/10000 (98.01%), error:       810.66479, best error:       639.31592 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 229.1231689453s, input_fired_time: 2.0880692005, output_fired_time: 1.4575265646, propagate_forward_time: 86.6624221802, propagate_backward_time: 130.2711181641, weight_update_time: 0.2172406316, other_time: 8.6440429688
epoch time: 19.2706928253s, input_fired_time: 0.2415071726, output_fired_time: 0.0000000000, propagate_forward_time: 17.4107055664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6184806824
validation[          , genome  6352] predictions:    9799/  10000 (97.99%), best:    9801/10000 (98.01%), error:       678.50543, best error:       639.31592 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 223.0171966553s, input_fired_time: 2.0207500458, output_fired_time: 1.3778011799, propagate_forward_time: 84.4978485107, propagate_backward_time: 126.7767944336, weight_update_time: 0.2022500932, other_time: 8.3439941406
epoch time: 18.6192550659s, input_fired_time: 0.2183585614, output_fired_time: 0.0000000000, propagate_forward_time: 16.8510551453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5498409271
validation[          , genome  6352] predictions:    9762/  10000 (97.62%), best:    9801/10000 (98.01%), error:       789.90399, best error:       639.31592 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 221.9889984131s, input_fired_time: 2.0079050064, output_fired_time: 1.3533715010, propagate_forward_time: 84.1149444580, propagate_backward_time: 126.2387771606, weight_update_time: 0.2010118365, other_time: 8.2739944458
epoch time: 18.4817428589s, input_fired_time: 0.2155386209, output_fired_time: 0.0000000000, propagate_forward_time: 16.7128162384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5533885956
validation[          , genome  6352] predictions:    9671/  10000 (96.71%), best:    9801/10000 (98.01%), error:      1061.04370, best error:       639.31592 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 227.2738800049s, input_fired_time: 2.0359039307, output_fired_time: 1.3919148445, propagate_forward_time: 86.3398971558, propagate_backward_time: 129.1782684326, weight_update_time: 0.2032786459, other_time: 8.3278961182
epoch time: 19.0786018372s, input_fired_time: 0.2239973396, output_fired_time: 0.0000000000, propagate_forward_time: 17.2636795044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5909252167
validation[          , genome  6352] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       613.79211, best error:       613.79211 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 225.2352752686s, input_fired_time: 2.0266005993, output_fired_time: 1.3774777651, propagate_forward_time: 85.3710250854, propagate_backward_time: 128.1120605469, weight_update_time: 0.2025039643, other_time: 8.3481140137
epoch time: 17.4163532257s, input_fired_time: 0.2083547264, output_fired_time: 0.0000000000, propagate_forward_time: 15.6916389465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5163593292
validation[          , genome  6352] predictions:    9782/  10000 (97.82%), best:    9813/10000 (98.13%), error:       708.34027, best error:       613.79211 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 226.1358032227s, input_fired_time: 2.0257747173, output_fired_time: 1.3807272911, propagate_forward_time: 85.7595977783, propagate_backward_time: 128.6060333252, weight_update_time: 0.2013723701, other_time: 8.3636779785
epoch time: 19.2437133789s, input_fired_time: 0.2284451574, output_fired_time: 0.0000000000, propagate_forward_time: 17.4341640472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5811042786
validation[          , genome  6352] predictions:    9761/  10000 (97.61%), best:    9813/10000 (98.13%), error:       757.24921, best error:       613.79211 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 224.3925018311s, input_fired_time: 2.0212538242, output_fired_time: 1.3714964390, propagate_forward_time: 85.0281066895, propagate_backward_time: 127.6597290039, weight_update_time: 0.2015811056, other_time: 8.3119201660
epoch time: 19.2450218201s, input_fired_time: 0.2283332497, output_fired_time: 0.0000000000, propagate_forward_time: 17.4449234009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5717658997
validation[          , genome  6352] predictions:    9801/  10000 (98.01%), best:    9813/10000 (98.13%), error:       646.42480, best error:       613.79211 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 229.0089111328s, input_fired_time: 2.0480234623, output_fired_time: 1.4065679312, propagate_forward_time: 87.0236358643, propagate_backward_time: 130.1916961670, weight_update_time: 0.2032942921, other_time: 8.3389892578
epoch time: 19.2310600281s, input_fired_time: 0.2294825613, output_fired_time: 0.0000000000, propagate_forward_time: 17.4289836884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5725936890
validation[          , genome  6352] predictions:    9760/  10000 (97.60%), best:    9813/10000 (98.13%), error:       794.37274, best error:       613.79211 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 225.5359191895s, input_fired_time: 2.0291953087, output_fired_time: 1.3817281723, propagate_forward_time: 85.4525527954, propagate_backward_time: 128.3531646729, weight_update_time: 0.2025170624, other_time: 8.3192901611
epoch time: 18.9288177490s, input_fired_time: 0.2229176611, output_fired_time: 0.0000000000, propagate_forward_time: 17.1301383972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5757617950
validation[          , genome  6352] predictions:    9792/  10000 (97.92%), best:    9813/10000 (98.13%), error:       684.17664, best error:       613.79211 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 218.9502105713s, input_fired_time: 2.0186681747, output_fired_time: 1.3569204807, propagate_forward_time: 82.6326675415, propagate_backward_time: 124.5812301636, weight_update_time: 0.2071574330, other_time: 8.3607254028
epoch time: 18.5635890961s, input_fired_time: 0.2201028019, output_fired_time: 0.0000000000, propagate_forward_time: 16.7915840149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5519027710
validation[          , genome  6352] predictions:    9806/  10000 (98.06%), best:    9813/10000 (98.13%), error:       675.84381, best error:       613.79211 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 220.7005920410s, input_fired_time: 2.0082578659, output_fired_time: 1.3373653889, propagate_forward_time: 83.5004959106, propagate_backward_time: 125.6060562134, weight_update_time: 0.1999026090, other_time: 8.2484054565
epoch time: 18.3469581604s, input_fired_time: 0.2201158255, output_fired_time: 0.0000000000, propagate_forward_time: 16.5617523193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5650901794
validation[          , genome  6352] predictions:    9800/  10000 (98.00%), best:    9813/10000 (98.13%), error:       707.50287, best error:       613.79211 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 221.1260375977s, input_fired_time: 2.0210206509, output_fired_time: 1.3554935455, propagate_forward_time: 83.5853500366, propagate_backward_time: 125.8410034180, weight_update_time: 0.2033968419, other_time: 8.3231506348
epoch time: 19.0033321381s, input_fired_time: 0.2240116149, output_fired_time: 0.0000000000, propagate_forward_time: 17.1983394623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5809803009
validation[          , genome  6352] predictions:    9816/  10000 (98.16%), best:    9813/10000 (98.13%), error:       629.12421, best error:       613.79211 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 221.1918334961s, input_fired_time: 2.0182080269, output_fired_time: 1.3492720127, propagate_forward_time: 83.6610031128, propagate_backward_time: 125.8236083984, weight_update_time: 0.2068416327, other_time: 8.3397521973
epoch time: 18.4937610626s, input_fired_time: 0.2357527614, output_fired_time: 0.0000000000, propagate_forward_time: 16.6859188080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5720901489
validation[          , genome  6352] predictions:    9818/  10000 (98.18%), best:    9813/10000 (98.13%), error:       639.94678, best error:       613.79211 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 223.5354919434s, input_fired_time: 2.0513985157, output_fired_time: 1.3974075317, propagate_forward_time: 84.5369033813, propagate_backward_time: 127.1177825928, weight_update_time: 0.2080411166, other_time: 8.4320220947
epoch time: 18.9211597443s, input_fired_time: 0.2393351793, output_fired_time: 0.0000000000, propagate_forward_time: 17.0844459534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5973777771
validation[          , genome  6352] predictions:    9776/  10000 (97.76%), best:    9813/10000 (98.13%), error:       729.95752, best error:       613.79211 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 223.1153564453s, input_fired_time: 2.0237171650, output_fired_time: 1.3544629812, propagate_forward_time: 84.4710464478, propagate_backward_time: 127.0252838135, weight_update_time: 0.1989005208, other_time: 8.2408599854
epoch time: 18.5896053314s, input_fired_time: 0.2205151767, output_fired_time: 0.0000000000, propagate_forward_time: 16.8360557556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5330352783
validation[          , genome  6352] predictions:    9791/  10000 (97.91%), best:    9813/10000 (98.13%), error:       675.24933, best error:       613.79211 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 221.1119995117s, input_fired_time: 1.9955397844, output_fired_time: 1.3203166723, propagate_forward_time: 83.7399215698, propagate_backward_time: 125.9825592041, weight_update_time: 0.1942587346, other_time: 8.0736541748
epoch time: 18.6197853088s, input_fired_time: 0.2181749940, output_fired_time: 0.0000000000, propagate_forward_time: 16.8682575226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5333518982
validation[          , genome  6352] predictions:    9721/  10000 (97.21%), best:    9813/10000 (98.13%), error:       912.53821, best error:       613.79211 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 218.6296844482s, input_fired_time: 1.9836944342, output_fired_time: 1.2946275473, propagate_forward_time: 82.8729095459, propagate_backward_time: 124.4617156982, weight_update_time: 0.1929810792, other_time: 8.0167388916
epoch time: 18.3119583130s, input_fired_time: 0.2155151963, output_fired_time: 0.0000000000, propagate_forward_time: 16.5813541412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5150890350
validation[          , genome  6352] predictions:    9814/  10000 (98.14%), best:    9814/10000 (98.14%), error:       592.67419, best error:       592.67419 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 222.7125854492s, input_fired_time: 2.0018038750, output_fired_time: 1.3261885643, propagate_forward_time: 84.4155273438, propagate_backward_time: 126.8702392578, weight_update_time: 0.1948764473, other_time: 8.0988311768
epoch time: 18.3013629913s, input_fired_time: 0.2191002518, output_fired_time: 0.0000000000, propagate_forward_time: 16.5567569733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5255050659
validation[          , genome  6352] predictions:    9804/  10000 (98.04%), best:    9814/10000 (98.14%), error:       654.69232, best error:       592.67419 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 219.3842010498s, input_fired_time: 1.9914239645, output_fired_time: 1.3024134636, propagate_forward_time: 83.0589752197, propagate_backward_time: 125.0089035034, weight_update_time: 0.1936477572, other_time: 8.0224838257
epoch time: 18.3700160980s, input_fired_time: 0.2150344253, output_fired_time: 0.0000000000, propagate_forward_time: 16.6331233978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5218582153
validation[          , genome  6352] predictions:    9733/  10000 (97.33%), best:    9814/10000 (98.14%), error:       870.38043, best error:       592.67419 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 225.3117523193s, input_fired_time: 2.0251190662, output_fired_time: 1.3603416681, propagate_forward_time: 85.4132537842, propagate_backward_time: 128.3044281006, weight_update_time: 0.1999653727, other_time: 8.2086181641
epoch time: 19.2675361633s, input_fired_time: 0.2389792353, output_fired_time: 0.0000000000, propagate_forward_time: 17.4643688202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5641880035
validation[          , genome  6352] predictions:    9821/  10000 (98.21%), best:    9814/10000 (98.14%), error:       650.04425, best error:       592.67419 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 223.3270416260s, input_fired_time: 2.0143785477, output_fired_time: 1.3452218771, propagate_forward_time: 84.6977462769, propagate_backward_time: 127.0823059082, weight_update_time: 0.1963165849, other_time: 8.1874084473
epoch time: 18.5206470490s, input_fired_time: 0.2196998894, output_fired_time: 0.0000000000, propagate_forward_time: 16.7775764465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5233707428
validation[          , genome  6352] predictions:    9807/  10000 (98.07%), best:    9814/10000 (98.14%), error:       637.05817, best error:       592.67419 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 221.9731292725s, input_fired_time: 2.0032753944, output_fired_time: 1.3271553516, propagate_forward_time: 84.2111892700, propagate_backward_time: 126.3512954712, weight_update_time: 0.1950450689, other_time: 8.0802230835
epoch time: 18.3630275726s, input_fired_time: 0.2193829715, output_fired_time: 0.0000000000, propagate_forward_time: 16.6204452515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5231990814
validation[          , genome  6352] predictions:    9806/  10000 (98.06%), best:    9814/10000 (98.14%), error:       654.70355, best error:       592.67419 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 219.8990631104s, input_fired_time: 1.9911621809, output_fired_time: 1.3000801802, propagate_forward_time: 83.2597732544, propagate_backward_time: 125.3473129272, weight_update_time: 0.1935454309, other_time: 8.0007400513
epoch time: 18.7025089264s, input_fired_time: 0.2227739543, output_fired_time: 0.0000000000, propagate_forward_time: 16.9599723816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5197620392
validation[          , genome  6352] predictions:    9803/  10000 (98.03%), best:    9814/10000 (98.14%), error:       642.21930, best error:       592.67419 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 220.8303833008s, input_fired_time: 2.0006773472, output_fired_time: 1.3132910728, propagate_forward_time: 83.6766052246, propagate_backward_time: 125.7874832153, weight_update_time: 0.1958904117, other_time: 8.0523300171
epoch time: 18.5592231750s, input_fired_time: 0.2201879621, output_fired_time: 0.0000000000, propagate_forward_time: 16.8119106293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5271244049
validation[          , genome  6352] predictions:    9808/  10000 (98.08%), best:    9808/10000 (98.08%), error:       581.41357, best error:       581.41357 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 221.0435791016s, input_fired_time: 2.0012428761, output_fired_time: 1.3162688017, propagate_forward_time: 83.6684341431, propagate_backward_time: 125.9855880737, weight_update_time: 0.1970820427, other_time: 8.0720596313
epoch time: 18.4849185944s, input_fired_time: 0.2206622213, output_fired_time: 0.0000000000, propagate_forward_time: 16.7481422424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5161132812
validation[          , genome  6352] predictions:    9812/  10000 (98.12%), best:    9808/10000 (98.08%), error:       599.32782, best error:       581.41357 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 223.2919464111s, input_fired_time: 2.0178937912, output_fired_time: 1.3287920952, propagate_forward_time: 84.7071380615, propagate_backward_time: 127.1200256348, weight_update_time: 0.1959353387, other_time: 8.1180877686
epoch time: 19.2311916351s, input_fired_time: 0.2275946438, output_fired_time: 0.0000000000, propagate_forward_time: 17.4447021484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5588951111
validation[          , genome  6352] predictions:    9755/  10000 (97.55%), best:    9808/10000 (98.08%), error:       775.23114, best error:       581.41357 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 228.8145599365s, input_fired_time: 2.0417478085, output_fired_time: 1.3768872023, propagate_forward_time: 86.9555816650, propagate_backward_time: 130.2789916992, weight_update_time: 0.1973781288, other_time: 8.1613464355
epoch time: 19.1717281342s, input_fired_time: 0.2280075401, output_fired_time: 0.0000000000, propagate_forward_time: 17.3909435272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5527763367
validation[          , genome  6352] predictions:    9791/  10000 (97.91%), best:    9808/10000 (98.08%), error:       671.05579, best error:       581.41357 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 228.9438476562s, input_fired_time: 2.0449335575, output_fired_time: 1.3741279840, propagate_forward_time: 87.0256881714, propagate_backward_time: 130.3593139648, weight_update_time: 0.1976424903, other_time: 8.1397705078
epoch time: 19.1909408569s, input_fired_time: 0.2289724797, output_fired_time: 0.0000000000, propagate_forward_time: 17.4157524109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5462150574
validation[          , genome  6352] predictions:    9726/  10000 (97.26%), best:    9808/10000 (98.08%), error:       875.06335, best error:       581.41357 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 221.5679779053s, input_fired_time: 2.0118172169, output_fired_time: 1.3178994656, propagate_forward_time: 83.8405227661, propagate_backward_time: 126.3112182617, weight_update_time: 0.1957083642, other_time: 8.0865173340
epoch time: 18.5094394684s, input_fired_time: 0.2208121866, output_fired_time: 0.0000000000, propagate_forward_time: 16.7685909271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5200366974
validation[          , genome  6352] predictions:    9818/  10000 (98.18%), best:    9808/10000 (98.08%), error:       621.30103, best error:       581.41357 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 224.9160156250s, input_fired_time: 2.0339384079, output_fired_time: 1.3557813168, propagate_forward_time: 85.2549667358, propagate_backward_time: 128.1070098877, weight_update_time: 0.1966586262, other_time: 8.1643218994
epoch time: 18.3961124420s, input_fired_time: 0.2205110490, output_fired_time: 0.0000000000, propagate_forward_time: 16.6464633942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5291385651
validation[          , genome  6352] predictions:    9812/  10000 (98.12%), best:    9808/10000 (98.08%), error:       648.91156, best error:       581.41357 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 222.8595123291s, input_fired_time: 2.0232672691, output_fired_time: 1.3335902691, propagate_forward_time: 84.4502868652, propagate_backward_time: 126.9355545044, weight_update_time: 0.1963827610, other_time: 8.1168136597
epoch time: 19.1948509216s, input_fired_time: 0.2284900248, output_fired_time: 0.0000000000, propagate_forward_time: 17.4020900726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5642700195
validation[          , genome  6352] predictions:    9794/  10000 (97.94%), best:    9808/10000 (98.08%), error:       684.60889, best error:       581.41357 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 227.9446258545s, input_fired_time: 2.0492272377, output_fired_time: 1.3760544062, propagate_forward_time: 86.5890655518, propagate_backward_time: 129.7678222656, weight_update_time: 0.1974596828, other_time: 8.1624603271
epoch time: 19.1261863708s, input_fired_time: 0.2282076925, output_fired_time: 0.0000000000, propagate_forward_time: 17.3412590027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5567188263
validation[          , genome  6352] predictions:    9760/  10000 (97.60%), best:    9808/10000 (98.08%), error:       724.78992, best error:       581.41357 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 226.9508361816s, input_fired_time: 2.0408320427, output_fired_time: 1.3685574532, propagate_forward_time: 86.2106246948, propagate_backward_time: 129.1778717041, weight_update_time: 0.1968224198, other_time: 8.1529388428
epoch time: 19.2632675171s, input_fired_time: 0.2321939021, output_fired_time: 0.0000000000, propagate_forward_time: 17.4774875641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5535869598
validation[          , genome  6352] predictions:    9812/  10000 (98.12%), best:    9808/10000 (98.08%), error:       634.72919, best error:       581.41357 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 229.7090454102s, input_fired_time: 2.0584897995, output_fired_time: 1.3863904476, propagate_forward_time: 87.3222503662, propagate_backward_time: 130.7499389648, weight_update_time: 0.1977110356, other_time: 8.1919860840
epoch time: 19.2554130554s, input_fired_time: 0.2310061157, output_fired_time: 0.0000000000, propagate_forward_time: 17.4716644287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5527420044
validation[          , genome  6352] predictions:    9814/  10000 (98.14%), best:    9808/10000 (98.08%), error:       619.33307, best error:       581.41357 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 229.3442687988s, input_fired_time: 2.0599408150, output_fired_time: 1.3879821301, propagate_forward_time: 87.2306442261, propagate_backward_time: 130.4757690430, weight_update_time: 0.1976902783, other_time: 8.1899414062
epoch time: 19.2564277649s, input_fired_time: 0.2344128639, output_fired_time: 0.0000000000, propagate_forward_time: 17.4650688171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5569458008
validation[          , genome  6352] predictions:    9724/  10000 (97.24%), best:    9808/10000 (98.08%), error:       871.16534, best error:       581.41357 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 228.5578613281s, input_fired_time: 2.0605013371, output_fired_time: 1.3822897673, propagate_forward_time: 86.8885116577, propagate_backward_time: 130.0535736084, weight_update_time: 0.1985251456, other_time: 8.1729888916
epoch time: 19.2122249603s, input_fired_time: 0.2299382836, output_fired_time: 0.0000000000, propagate_forward_time: 17.4352912903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5469951630
validation[          , genome  6352] predictions:    9809/  10000 (98.09%), best:    9808/10000 (98.08%), error:       644.64850, best error:       581.41357 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 228.6578063965s, input_fired_time: 2.0589563847, output_fired_time: 1.3828537464, propagate_forward_time: 86.9745788574, propagate_backward_time: 130.0802459717, weight_update_time: 0.1976468414, other_time: 8.1611633301
epoch time: 19.2137527466s, input_fired_time: 0.2325631082, output_fired_time: 0.0000000000, propagate_forward_time: 17.4316482544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5495414734
validation[          , genome  6352] predictions:    9769/  10000 (97.69%), best:    9808/10000 (98.08%), error:       711.35168, best error:       581.41357 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 228.6716766357s, input_fired_time: 2.0621497631, output_fired_time: 1.3805735111, propagate_forward_time: 86.9737167358, propagate_backward_time: 130.1013946533, weight_update_time: 0.1971573830, other_time: 8.1538543701
epoch time: 19.2142791748s, input_fired_time: 0.2332977653, output_fired_time: 0.0000000000, propagate_forward_time: 17.4306335449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5503482819
validation[          , genome  6352] predictions:    9755/  10000 (97.55%), best:    9808/10000 (98.08%), error:       789.54657, best error:       581.41357 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 228.4231872559s, input_fired_time: 2.0565056801, output_fired_time: 1.3803595304, propagate_forward_time: 86.8771133423, propagate_backward_time: 129.9304504395, weight_update_time: 0.1965674311, other_time: 8.1787719727
epoch time: 19.2046432495s, input_fired_time: 0.2326337099, output_fired_time: 0.0000000000, propagate_forward_time: 17.4239406586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5480690002
validation[          , genome  6352] predictions:    9784/  10000 (97.84%), best:    9808/10000 (98.08%), error:       698.34985, best error:       581.41357 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 228.7636413574s, input_fired_time: 2.0595004559, output_fired_time: 1.3791836500, propagate_forward_time: 86.9652252197, propagate_backward_time: 130.1765441895, weight_update_time: 0.1966694444, other_time: 8.1831970215
epoch time: 19.2027320862s, input_fired_time: 0.2325958610, output_fired_time: 0.0000000000, propagate_forward_time: 17.4161872864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5539493561
validation[          , genome  6352] predictions:    9795/  10000 (97.95%), best:    9808/10000 (98.08%), error:       707.81055, best error:       581.41357 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 228.6537475586s, input_fired_time: 2.0603876114, output_fired_time: 1.3791949749, propagate_forward_time: 86.8941192627, propagate_backward_time: 130.1514129639, weight_update_time: 0.1971085221, other_time: 8.1686248779
epoch time: 18.9893894196s, input_fired_time: 0.2256273776, output_fired_time: 0.0000000000, propagate_forward_time: 17.1953678131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5683937073
validation[          , genome  6352] predictions:    9742/  10000 (97.42%), best:    9808/10000 (98.08%), error:       823.99432, best error:       581.41357 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 228.6069488525s, input_fired_time: 2.0582594872, output_fired_time: 1.3821010590, propagate_forward_time: 86.8608245850, propagate_backward_time: 130.1406707764, weight_update_time: 0.1967838854, other_time: 8.1651000977
epoch time: 19.2035541534s, input_fired_time: 0.2279287130, output_fired_time: 0.0000000000, propagate_forward_time: 17.4244136810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5512123108
validation[          , genome  6352] predictions:    9759/  10000 (97.59%), best:    9808/10000 (98.08%), error:       810.34344, best error:       581.41357 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 228.6433410645s, input_fired_time: 2.0617561340, output_fired_time: 1.3808639050, propagate_forward_time: 86.8732452393, propagate_backward_time: 130.1590423584, weight_update_time: 0.1967014819, other_time: 8.1684417725
epoch time: 19.2156867981s, input_fired_time: 0.2344456464, output_fired_time: 0.0000000000, propagate_forward_time: 17.4360237122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5452175140
validation[          , genome  6352] predictions:    9778/  10000 (97.78%), best:    9808/10000 (98.08%), error:       674.40027, best error:       581.41357 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 228.7244415283s, input_fired_time: 2.0647497177, output_fired_time: 1.3857338428, propagate_forward_time: 86.9182434082, propagate_backward_time: 130.1599273682, weight_update_time: 0.1972932369, other_time: 8.1958007812
epoch time: 19.2121124268s, input_fired_time: 0.2336348891, output_fired_time: 0.0000000000, propagate_forward_time: 17.4268779755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5515995026
validation[          , genome  6352] predictions:    9786/  10000 (97.86%), best:    9808/10000 (98.08%), error:       686.74622, best error:       581.41357 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 228.8095855713s, input_fired_time: 2.0770030022, output_fired_time: 1.3851307631, propagate_forward_time: 87.0333328247, propagate_backward_time: 130.1113586426, weight_update_time: 0.1976855099, other_time: 8.2027587891
epoch time: 19.2295684814s, input_fired_time: 0.2343942523, output_fired_time: 0.0000000000, propagate_forward_time: 17.4352588654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5599155426
validation[          , genome  6352] predictions:    9787/  10000 (97.87%), best:    9808/10000 (98.08%), error:       700.10016, best error:       581.41357 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 228.3880615234s, input_fired_time: 2.0668566227, output_fired_time: 1.3791472912, propagate_forward_time: 86.8813171387, propagate_backward_time: 129.8396759033, weight_update_time: 0.1979141980, other_time: 8.2210540771
epoch time: 19.2053203583s, input_fired_time: 0.2351550758, output_fired_time: 0.0000000000, propagate_forward_time: 17.4067363739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5634288788
validation[          , genome  6352] predictions:    9780/  10000 (97.80%), best:    9808/10000 (98.08%), error:       741.12750, best error:       581.41357 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 228.7132720947s, input_fired_time: 2.0734016895, output_fired_time: 1.3825646639, propagate_forward_time: 86.9736175537, propagate_backward_time: 130.0766906738, weight_update_time: 0.1983583272, other_time: 8.2070007324
epoch time: 19.2184581757s, input_fired_time: 0.2343716472, output_fired_time: 0.0000000000, propagate_forward_time: 17.4307308197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5533561707
validation[          , genome  6352] predictions:    9794/  10000 (97.94%), best:    9808/10000 (98.08%), error:       651.99554, best error:       581.41357 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 228.5690002441s, input_fired_time: 2.0763351917, output_fired_time: 1.3835804462, propagate_forward_time: 86.9128494263, propagate_backward_time: 129.9867095947, weight_update_time: 0.1975664794, other_time: 8.2095184326
epoch time: 18.8242130280s, input_fired_time: 0.2288427800, output_fired_time: 0.0000000000, propagate_forward_time: 17.0568580627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5385112762
validation[          , genome  6352] predictions:    9809/  10000 (98.09%), best:    9808/10000 (98.08%), error:       638.73309, best error:       581.41357 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 228.2207489014s, input_fired_time: 2.0658640862, output_fired_time: 1.3758251667, propagate_forward_time: 86.7088088989, propagate_backward_time: 129.8605651855, weight_update_time: 0.1968836039, other_time: 8.2096862793
epoch time: 19.1555919647s, input_fired_time: 0.2344538420, output_fired_time: 0.0000000000, propagate_forward_time: 17.3693408966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5517978668
validation[          , genome  6352] predictions:    9791/  10000 (97.91%), best:    9808/10000 (98.08%), error:       672.97333, best error:       581.41357 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 228.2169494629s, input_fired_time: 2.0659277439, output_fired_time: 1.3750783205, propagate_forward_time: 86.7512893677, propagate_backward_time: 129.8177642822, weight_update_time: 0.1958022118, other_time: 8.2068939209
epoch time: 19.1862182617s, input_fired_time: 0.2341878563, output_fired_time: 0.0000000000, propagate_forward_time: 17.3953704834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5566596985
validation[          , genome  6352] predictions:    9789/  10000 (97.89%), best:    9808/10000 (98.08%), error:       651.52362, best error:       581.41357 on epoch:    74, 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: 95.9151077271s, input_fired_time: 1.1443625689, output_fired_time: 0.0000000000, propagate_forward_time: 86.9674987793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.8032455444
best training[          , genome  6352] predictions:   49806/  50000 (99.61%), best:    9808/10000 (98.08%), error:       926.53394, best error:       581.41357 on epoch:    74, 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: 18.9983024597s, input_fired_time: 0.2201312333, output_fired_time: 0.0000000000, propagate_forward_time: 17.2161884308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5619831085
   testing[          , genome  6352] predictions:    9837/  10000 (98.37%), best:    9808/10000 (98.08%), error:       527.38599, best error:       581.41357 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:47:40 (40558): called boinc_finish(0)

</stderr_txt>
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