Nameexact_genome_1512568488_43_6650_1
Workunit2604556
Created7 Dec 2017, 21:07:44 UTC
Sent7 Dec 2017, 21:14:07 UTC
Report deadline17 Dec 2017, 7:05:15 UTC
Received8 Dec 2017, 3:33:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53788
Run time2 hours 49 min 27 sec
CPU time2 hours 47 min 8 sec
Validate stateValid
Credit2,352.63
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>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 93.8309097290s, input_fired_time: 1.0261670351, output_fired_time: 0.6539312601, propagate_forward_time: 37.8501586914, propagate_backward_time: 52.0708999634, weight_update_time: 0.1083431616, other_time: 2.2297515869
epoch time: 7.8915624619s, input_fired_time: 0.1007062122, output_fired_time: 0.0000000000, propagate_forward_time: 7.4337191582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3571372032
validation[          , genome  6650] predictions:    9651/  10000 (96.51%), best:    9718/10000 (97.18%), error:      1184.27722, best error:       982.49591 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 92.8473281860s, input_fired_time: 1.0280059576, output_fired_time: 0.6297588348, propagate_forward_time: 37.6394119263, propagate_backward_time: 51.3685684204, weight_update_time: 0.1084863022, other_time: 2.1815795898
epoch time: 7.9590525627s, input_fired_time: 0.1027902290, output_fired_time: 0.0000000000, propagate_forward_time: 7.4897561073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665060997
validation[          , genome  6650] predictions:    9595/  10000 (95.95%), best:    9718/10000 (97.18%), error:      1358.05542, best error:       982.49591 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 93.3183822632s, input_fired_time: 1.0254551172, output_fired_time: 0.6451647282, propagate_forward_time: 37.8751869202, propagate_backward_time: 51.5523719788, weight_update_time: 0.1078228652, other_time: 2.2202072144
epoch time: 7.7938961983s, input_fired_time: 0.1011133194, output_fired_time: 0.0000000000, propagate_forward_time: 7.3338184357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589644432
validation[          , genome  6650] predictions:    9670/  10000 (96.70%), best:    9718/10000 (97.18%), error:      1095.16052, best error:       982.49591 on epoch:     7, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 93.5809707642s, input_fired_time: 1.0447546244, output_fired_time: 0.6331781745, propagate_forward_time: 37.8703308105, propagate_backward_time: 51.8083457947, weight_update_time: 0.1087519601, other_time: 2.2243614197
epoch time: 7.8687939644s, input_fired_time: 0.0996336713, output_fired_time: 0.0000000000, propagate_forward_time: 7.4122195244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569407463
validation[          , genome  6650] predictions:    9691/  10000 (96.91%), best:    9718/10000 (97.18%), error:      1069.01099, best error:       982.49591 on epoch:     7, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 92.2363281250s, input_fired_time: 1.0193572044, output_fired_time: 0.6328045726, propagate_forward_time: 37.3496818542, propagate_backward_time: 51.0592689514, weight_update_time: 0.1089113057, other_time: 2.1752166748
epoch time: 8.1250581741s, input_fired_time: 0.1065558493, output_fired_time: 0.0000000000, propagate_forward_time: 7.6220412254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964610100
validation[          , genome  6650] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       939.99207, best error:       939.99207 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 92.9531936646s, input_fired_time: 1.0229743719, output_fired_time: 0.6346518993, propagate_forward_time: 37.5962638855, propagate_backward_time: 51.4793014526, weight_update_time: 0.1084904373, other_time: 2.2200050354
epoch time: 7.9775843620s, input_fired_time: 0.1048524454, output_fired_time: 0.0000000000, propagate_forward_time: 7.5077238083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650078773
validation[          , genome  6650] predictions:    9724/  10000 (97.24%), best:    9717/10000 (97.17%), error:       961.48389, best error:       939.99207 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 93.7557067871s, input_fired_time: 1.0408014059, output_fired_time: 0.6422228813, propagate_forward_time: 37.9968528748, propagate_backward_time: 51.8564720154, weight_update_time: 0.1095231399, other_time: 2.2193603516
epoch time: 8.0993232727s, input_fired_time: 0.1045616344, output_fired_time: 0.0000000000, propagate_forward_time: 7.6285152435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662462234
validation[          , genome  6650] predictions:    9713/  10000 (97.13%), best:    9717/10000 (97.17%), error:       973.79144, best error:       939.99207 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 93.4072036743s, input_fired_time: 1.0285407305, output_fired_time: 0.6371923685, propagate_forward_time: 37.7813568115, propagate_backward_time: 51.7613868713, weight_update_time: 0.1096137762, other_time: 2.1987266541
epoch time: 7.9825801849s, input_fired_time: 0.1066518947, output_fired_time: 0.0000000000, propagate_forward_time: 7.5023374557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735909462
validation[          , genome  6650] predictions:    9721/  10000 (97.21%), best:    9717/10000 (97.17%), error:       953.50928, best error:       939.99207 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 92.3278350830s, input_fired_time: 1.0094635487, output_fired_time: 0.6250595450, propagate_forward_time: 37.3136711121, propagate_backward_time: 51.1953582764, weight_update_time: 0.1158247292, other_time: 2.1842842102
epoch time: 8.0660972595s, input_fired_time: 0.1125677973, output_fired_time: 0.0000000000, propagate_forward_time: 7.5652070045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3883223534
validation[          , genome  6650] predictions:    9682/  10000 (96.82%), best:    9717/10000 (97.17%), error:      1017.00226, best error:       939.99207 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 92.7558059692s, input_fired_time: 1.0077582598, output_fired_time: 0.6345372796, propagate_forward_time: 37.5283813477, propagate_backward_time: 51.4387626648, weight_update_time: 0.1073176637, other_time: 2.1463661194
epoch time: 7.7776193619s, input_fired_time: 0.1024902090, output_fired_time: 0.0000000000, propagate_forward_time: 7.3145837784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605451584
validation[          , genome  6650] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       907.33905, best error:       907.33905 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 91.4521331787s, input_fired_time: 0.9985895157, output_fired_time: 0.6208779812, propagate_forward_time: 37.1632957458, propagate_backward_time: 50.5406532288, weight_update_time: 0.1072872505, other_time: 2.1287155151
epoch time: 7.9018959999s, input_fired_time: 0.1017195582, output_fired_time: 0.0000000000, propagate_forward_time: 7.4266667366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735098839
validation[          , genome  6650] predictions:    9729/  10000 (97.29%), best:    9735/10000 (97.35%), error:       928.89105, best error:       907.33905 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 91.7775192261s, input_fired_time: 1.0010914803, output_fired_time: 0.6243329644, propagate_forward_time: 37.0911254883, propagate_backward_time: 50.9119262695, weight_update_time: 0.1083499640, other_time: 2.1490402222
epoch time: 7.9954552650s, input_fired_time: 0.1194243878, output_fired_time: 0.0000000000, propagate_forward_time: 7.5131273270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629035950
validation[          , genome  6650] predictions:    9672/  10000 (96.72%), best:    9735/10000 (97.35%), error:      1038.29663, best error:       907.33905 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 91.0823135376s, input_fired_time: 1.0127836466, output_fired_time: 0.6305401325, propagate_forward_time: 36.8903427124, propagate_backward_time: 50.4309730530, weight_update_time: 0.1070599481, other_time: 2.1176719666
epoch time: 7.8504958153s, input_fired_time: 0.1011201218, output_fired_time: 0.0000000000, propagate_forward_time: 7.3907971382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585786819
validation[          , genome  6650] predictions:    9705/  10000 (97.05%), best:    9735/10000 (97.35%), error:       986.33893, best error:       907.33905 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 92.6333312988s, input_fired_time: 1.0076825619, output_fired_time: 0.6299028993, propagate_forward_time: 37.6089935303, propagate_backward_time: 51.1842041016, weight_update_time: 0.1085236296, other_time: 2.2025451660
epoch time: 7.9638257027s, input_fired_time: 0.1153417677, output_fired_time: 0.0000000000, propagate_forward_time: 7.4807128906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677711487
validation[          , genome  6650] predictions:    9734/  10000 (97.34%), best:    9735/10000 (97.35%), error:       937.28876, best error:       907.33905 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 92.3850021362s, input_fired_time: 1.0249803066, output_fired_time: 0.6385052204, propagate_forward_time: 37.2494239807, propagate_backward_time: 51.2762832642, weight_update_time: 0.1080720648, other_time: 2.1958122253
epoch time: 7.7935342789s, input_fired_time: 0.1053676754, output_fired_time: 0.0000000000, propagate_forward_time: 7.3245582581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636083603
validation[          , genome  6650] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       886.94000, best error:       886.94000 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 92.5031585693s, input_fired_time: 1.0555940866, output_fired_time: 0.6315980554, propagate_forward_time: 37.4340820312, propagate_backward_time: 51.2117195129, weight_update_time: 0.1163949817, other_time: 2.1701622009
epoch time: 7.9787359238s, input_fired_time: 0.1062761694, output_fired_time: 0.0000000000, propagate_forward_time: 7.4945731163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3778867722
validation[          , genome  6650] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       880.67212, best error:       880.67212 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 92.7058792114s, input_fired_time: 1.0209438801, output_fired_time: 0.6791041493, propagate_forward_time: 37.6128768921, propagate_backward_time: 51.2332458496, weight_update_time: 0.1090809703, other_time: 2.1597061157
epoch time: 8.1501855850s, input_fired_time: 0.1106161252, output_fired_time: 0.0000000000, propagate_forward_time: 7.6618418694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777279854
validation[          , genome  6650] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       874.72162, best error:       874.72162 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 93.3100891113s, input_fired_time: 1.0359928608, output_fired_time: 0.6308943629, propagate_forward_time: 37.8209114075, propagate_backward_time: 51.6034545898, weight_update_time: 0.1091101766, other_time: 2.2188301086
epoch time: 8.0034780502s, input_fired_time: 0.1060541347, output_fired_time: 0.0000000000, propagate_forward_time: 7.5227560997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746676445
validation[          , genome  6650] predictions:    9728/  10000 (97.28%), best:    9731/10000 (97.31%), error:       931.24878, best error:       874.72162 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 92.5985870361s, input_fired_time: 1.0448313951, output_fired_time: 0.6309318542, propagate_forward_time: 37.5318717957, propagate_backward_time: 51.2251358032, weight_update_time: 0.1090125665, other_time: 2.1658134460
epoch time: 7.8372721672s, input_fired_time: 0.1035085618, output_fired_time: 0.0000000000, propagate_forward_time: 7.3751749992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585886955
validation[          , genome  6650] predictions:    9704/  10000 (97.04%), best:    9731/10000 (97.31%), error:       957.06299, best error:       874.72162 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 93.3214340210s, input_fired_time: 1.0339415073, output_fired_time: 0.6326372623, propagate_forward_time: 37.7478828430, propagate_backward_time: 51.7254829407, weight_update_time: 0.1076282263, other_time: 2.1814880371
epoch time: 7.8224277496s, input_fired_time: 0.1040726379, output_fired_time: 0.0000000000, propagate_forward_time: 7.3576307297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607244492
validation[          , genome  6650] predictions:    9728/  10000 (97.28%), best:    9731/10000 (97.31%), error:       894.26324, best error:       874.72162 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 92.3792572021s, input_fired_time: 1.0121817589, output_fired_time: 0.6301560402, propagate_forward_time: 37.4899444580, propagate_backward_time: 51.0770072937, weight_update_time: 0.1173854619, other_time: 2.1699638367
epoch time: 8.0618982315s, input_fired_time: 0.1090819612, output_fired_time: 0.0000000000, propagate_forward_time: 7.5786547661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3741617203
validation[          , genome  6650] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       865.65790, best error:       865.65790 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 93.6814727783s, input_fired_time: 1.0720530748, output_fired_time: 0.6330006123, propagate_forward_time: 38.0418701172, propagate_backward_time: 51.7000541687, weight_update_time: 0.1093531400, other_time: 2.2344932556
epoch time: 7.7923460007s, input_fired_time: 0.1038611084, output_fired_time: 0.0000000000, propagate_forward_time: 7.3286905289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597941399
validation[          , genome  6650] predictions:    9724/  10000 (97.24%), best:    9727/10000 (97.27%), error:       939.00897, best error:       865.65790 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 92.7320480347s, input_fired_time: 1.0387128592, output_fired_time: 0.6341928244, propagate_forward_time: 37.6156463623, propagate_backward_time: 51.2500953674, weight_update_time: 0.1095100865, other_time: 2.1934013367
epoch time: 7.8628501892s, input_fired_time: 0.1065509021, output_fired_time: 0.0000000000, propagate_forward_time: 7.3886032104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676962852
validation[          , genome  6650] predictions:    9693/  10000 (96.93%), best:    9727/10000 (97.27%), error:      1027.21509, best error:       865.65790 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 92.3032989502s, input_fired_time: 1.0274049044, output_fired_time: 0.6365015507, propagate_forward_time: 37.3505287170, propagate_backward_time: 51.1162452698, weight_update_time: 0.1076772064, other_time: 2.1726150513
epoch time: 7.9045262337s, input_fired_time: 0.1072368026, output_fired_time: 0.0000000000, propagate_forward_time: 7.4294795990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678097725
validation[          , genome  6650] predictions:    9719/  10000 (97.19%), best:    9727/10000 (97.27%), error:       913.25177, best error:       865.65790 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 92.8846588135s, input_fired_time: 1.0236341953, output_fired_time: 0.6276451945, propagate_forward_time: 37.6479110718, propagate_backward_time: 51.3922042847, weight_update_time: 0.1091620997, other_time: 2.1932601929
epoch time: 8.0284128189s, input_fired_time: 0.1141070873, output_fired_time: 0.0000000000, propagate_forward_time: 7.5396027565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747029305
validation[          , genome  6650] predictions:    9718/  10000 (97.18%), best:    9727/10000 (97.27%), error:       948.77460, best error:       865.65790 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 92.3290176392s, input_fired_time: 1.0070086718, output_fired_time: 0.6252902150, propagate_forward_time: 37.4984321594, propagate_backward_time: 51.0414390564, weight_update_time: 0.1061029956, other_time: 2.1568450928
epoch time: 7.8378305435s, input_fired_time: 0.1036994830, output_fired_time: 0.0000000000, propagate_forward_time: 7.3759994507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3581314087
validation[          , genome  6650] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       801.81659, best error:       801.81659 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 91.9137039185s, input_fired_time: 1.0076351166, output_fired_time: 0.6219386458, propagate_forward_time: 37.2088088989, propagate_backward_time: 50.9139976501, weight_update_time: 0.1073023453, other_time: 2.1613197327
epoch time: 7.7993135452s, input_fired_time: 0.1038310975, output_fired_time: 0.0000000000, propagate_forward_time: 7.3342223167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612599373
validation[          , genome  6650] predictions:    9749/  10000 (97.49%), best:    9767/10000 (97.67%), error:       837.30133, best error:       801.81659 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 92.3510971069s, input_fired_time: 1.0347012281, output_fired_time: 0.6335454583, propagate_forward_time: 37.4839897156, propagate_backward_time: 51.0375747681, weight_update_time: 0.1080751419, other_time: 2.1612892151
epoch time: 8.1048326492s, input_fired_time: 0.1153194606, output_fired_time: 0.0000000000, propagate_forward_time: 7.6092729568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3802404404
validation[          , genome  6650] predictions:    9763/  10000 (97.63%), best:    9767/10000 (97.67%), error:       803.84454, best error:       801.81659 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 92.4580001831s, input_fired_time: 1.0219407082, output_fired_time: 0.6234714985, propagate_forward_time: 37.4532318115, propagate_backward_time: 51.1852798462, weight_update_time: 0.1090142131, other_time: 2.1740722656
epoch time: 7.9109745026s, input_fired_time: 0.1063758284, output_fired_time: 0.0000000000, propagate_forward_time: 7.4435176849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610811234
validation[          , genome  6650] predictions:    9758/  10000 (97.58%), best:    9767/10000 (97.67%), error:       816.21399, best error:       801.81659 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 91.4187774658s, input_fired_time: 1.0592634678, output_fired_time: 0.6205803156, propagate_forward_time: 37.0970344543, propagate_backward_time: 50.5014724731, weight_update_time: 0.1079999730, other_time: 2.1404228210
epoch time: 7.8747248650s, input_fired_time: 0.1053613648, output_fired_time: 0.0000000000, propagate_forward_time: 7.4066987038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3626646996
validation[          , genome  6650] predictions:    9725/  10000 (97.25%), best:    9767/10000 (97.67%), error:       878.68097, best error:       801.81659 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 92.5706710815s, input_fired_time: 1.0222545862, output_fired_time: 0.6242130995, propagate_forward_time: 37.5828361511, propagate_backward_time: 51.1858253479, weight_update_time: 0.1090870649, other_time: 2.1555404663
epoch time: 7.8568387032s, input_fired_time: 0.1060726196, output_fired_time: 0.0000000000, propagate_forward_time: 7.3862032890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645629883
validation[          , genome  6650] predictions:    9741/  10000 (97.41%), best:    9767/10000 (97.67%), error:       869.67822, best error:       801.81659 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 91.9176712036s, input_fired_time: 1.0004711151, output_fired_time: 0.6373547912, propagate_forward_time: 37.3093986511, propagate_backward_time: 50.7944641113, weight_update_time: 0.1059664339, other_time: 2.1759834290
epoch time: 8.0715970993s, input_fired_time: 0.1051310748, output_fired_time: 0.0000000000, propagate_forward_time: 7.5971169472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693490028
validation[          , genome  6650] predictions:    9699/  10000 (96.99%), best:    9767/10000 (97.67%), error:       963.70520, best error:       801.81659 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 92.1409606934s, input_fired_time: 1.0228751898, output_fired_time: 0.6317192912, propagate_forward_time: 37.2953567505, propagate_backward_time: 51.0295562744, weight_update_time: 0.1064471677, other_time: 2.1614532471
epoch time: 7.8040513992s, input_fired_time: 0.1057920903, output_fired_time: 0.0000000000, propagate_forward_time: 7.3358764648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623828888
validation[          , genome  6650] predictions:    9717/  10000 (97.17%), best:    9767/10000 (97.67%), error:       905.89465, best error:       801.81659 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 91.9044799805s, input_fired_time: 1.0217765570, output_fired_time: 0.6413425803, propagate_forward_time: 37.2750968933, propagate_backward_time: 50.7894058228, weight_update_time: 0.1084218621, other_time: 2.1768608093
epoch time: 7.8411841393s, input_fired_time: 0.1052664444, output_fired_time: 0.0000000000, propagate_forward_time: 7.3697800636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661375046
validation[          , genome  6650] predictions:    9730/  10000 (97.30%), best:    9767/10000 (97.67%), error:       858.96576, best error:       801.81659 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 92.4928054810s, input_fired_time: 1.0200937986, output_fired_time: 0.6420903206, propagate_forward_time: 37.5170860291, propagate_backward_time: 51.1114006042, weight_update_time: 0.1085520759, other_time: 2.2021331787
epoch time: 7.9003872871s, input_fired_time: 0.1065305471, output_fired_time: 0.0000000000, propagate_forward_time: 7.4271793365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666772842
validation[          , genome  6650] predictions:    9740/  10000 (97.40%), best:    9767/10000 (97.67%), error:       861.59937, best error:       801.81659 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 91.9317169189s, input_fired_time: 1.0184018612, output_fired_time: 0.6229724288, propagate_forward_time: 37.3681945801, propagate_backward_time: 50.7436218262, weight_update_time: 0.1075668931, other_time: 2.1785278320
epoch time: 7.9022955894s, input_fired_time: 0.1074571237, output_fired_time: 0.0000000000, propagate_forward_time: 7.4273939133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674445152
validation[          , genome  6650] predictions:    9747/  10000 (97.47%), best:    9767/10000 (97.67%), error:       864.08673, best error:       801.81659 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 91.9660873413s, input_fired_time: 1.0053217411, output_fired_time: 0.6303150058, propagate_forward_time: 37.2286949158, propagate_backward_time: 50.9305801392, weight_update_time: 0.1072870269, other_time: 2.1711692810
epoch time: 7.8252034187s, input_fired_time: 0.1068057120, output_fired_time: 0.0000000000, propagate_forward_time: 7.3530182838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653793335
validation[          , genome  6650] predictions:    9736/  10000 (97.36%), best:    9767/10000 (97.67%), error:       882.60284, best error:       801.81659 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 92.5917968750s, input_fired_time: 1.0253107548, output_fired_time: 0.6348717809, propagate_forward_time: 37.6782569885, propagate_backward_time: 51.1065025330, weight_update_time: 0.1114699915, other_time: 2.1468505859
epoch time: 8.0141420364s, input_fired_time: 0.1060509756, output_fired_time: 0.0000000000, propagate_forward_time: 7.5372757912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708152771
validation[          , genome  6650] predictions:    9728/  10000 (97.28%), best:    9767/10000 (97.67%), error:       907.90649, best error:       801.81659 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 92.3358993530s, input_fired_time: 1.0082087517, output_fired_time: 0.6239361167, propagate_forward_time: 37.3150100708, propagate_backward_time: 51.2056579590, weight_update_time: 0.1073780805, other_time: 2.1830825806
epoch time: 7.8664126396s, input_fired_time: 0.1036722437, output_fired_time: 0.0000000000, propagate_forward_time: 7.4060859680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3566546440
validation[          , genome  6650] predictions:    9738/  10000 (97.38%), best:    9767/10000 (97.67%), error:       853.03223, best error:       801.81659 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 92.1126251221s, input_fired_time: 1.0171247721, output_fired_time: 0.6229061484, propagate_forward_time: 37.3058776855, propagate_backward_time: 51.0124053955, weight_update_time: 0.1089767963, other_time: 2.1543045044
epoch time: 7.9187202454s, input_fired_time: 0.1086212322, output_fired_time: 0.0000000000, propagate_forward_time: 7.4350905418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750085831
validation[          , genome  6650] predictions:    9754/  10000 (97.54%), best:    9767/10000 (97.67%), error:       876.93756, best error:       801.81659 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 91.8643951416s, input_fired_time: 1.0041779280, output_fired_time: 0.6398218274, propagate_forward_time: 37.1712570190, propagate_backward_time: 50.8632240295, weight_update_time: 0.1150719598, other_time: 2.1859092712
epoch time: 7.8912167549s, input_fired_time: 0.1049603000, output_fired_time: 0.0000000000, propagate_forward_time: 7.4214067459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3648495674
validation[          , genome  6650] predictions:    9740/  10000 (97.40%), best:    9767/10000 (97.67%), error:       900.97626, best error:       801.81659 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 92.0813980103s, input_fired_time: 1.0150754452, output_fired_time: 0.6272319555, propagate_forward_time: 37.4211082458, propagate_backward_time: 50.8844528198, weight_update_time: 0.1160064191, other_time: 2.1335258484
epoch time: 8.2132377625s, input_fired_time: 0.1175056770, output_fired_time: 0.0000000000, propagate_forward_time: 7.7074027061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3883290291
validation[          , genome  6650] predictions:    9707/  10000 (97.07%), best:    9767/10000 (97.67%), error:       968.67535, best error:       801.81659 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 91.5108947754s, input_fired_time: 1.0069646835, output_fired_time: 0.6187283993, propagate_forward_time: 37.0831222534, propagate_backward_time: 50.6608619690, weight_update_time: 0.1080542058, other_time: 2.1412162781
epoch time: 7.9561734200s, input_fired_time: 0.1065047160, output_fired_time: 0.0000000000, propagate_forward_time: 7.4854593277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642091751
validation[          , genome  6650] predictions:    9737/  10000 (97.37%), best:    9767/10000 (97.67%), error:       904.53082, best error:       801.81659 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 92.1776885986s, input_fired_time: 1.0522218943, output_fired_time: 0.6277992129, propagate_forward_time: 37.4553833008, propagate_backward_time: 50.8975410461, weight_update_time: 0.1072318926, other_time: 2.1447410583
epoch time: 8.0148973465s, input_fired_time: 0.1049965024, output_fired_time: 0.0000000000, propagate_forward_time: 7.5417947769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681058884
validation[          , genome  6650] predictions:    9688/  10000 (96.88%), best:    9767/10000 (97.67%), error:      1051.74414, best error:       801.81659 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 91.4671249390s, input_fired_time: 1.0108535290, output_fired_time: 0.6191661954, propagate_forward_time: 36.9724998474, propagate_backward_time: 50.7211532593, weight_update_time: 0.1085500494, other_time: 2.1434516907
epoch time: 7.8651671410s, input_fired_time: 0.1042587012, output_fired_time: 0.0000000000, propagate_forward_time: 7.4016947746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592138290
validation[          , genome  6650] predictions:    9753/  10000 (97.53%), best:    9767/10000 (97.67%), error:       827.49908, best error:       801.81659 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 91.7374801636s, input_fired_time: 1.0002783537, output_fired_time: 0.6336432099, propagate_forward_time: 37.2542037964, propagate_backward_time: 50.7008132935, weight_update_time: 0.1081256717, other_time: 2.1485443115
epoch time: 8.0469331741s, input_fired_time: 0.1050551981, output_fired_time: 0.0000000000, propagate_forward_time: 7.5678915977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739862442
validation[          , genome  6650] predictions:    9727/  10000 (97.27%), best:    9767/10000 (97.67%), error:       925.61304, best error:       801.81659 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 92.0755767822s, input_fired_time: 1.0220773220, output_fired_time: 0.6206962466, propagate_forward_time: 37.4285736084, propagate_backward_time: 50.8769035339, weight_update_time: 0.1074555293, other_time: 2.1273231506
epoch time: 7.9772548676s, input_fired_time: 0.1081346720, output_fired_time: 0.0000000000, propagate_forward_time: 7.5028948784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662252426
validation[          , genome  6650] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       766.98633, best error:       766.98633 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 92.4439315796s, input_fired_time: 1.0285135508, output_fired_time: 0.6298936009, propagate_forward_time: 37.3508415222, propagate_backward_time: 51.2926635742, weight_update_time: 0.1078349724, other_time: 2.1420249939
epoch time: 7.8650236130s, input_fired_time: 0.1132801697, output_fired_time: 0.0000000000, propagate_forward_time: 7.3770422935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747010231
validation[          , genome  6650] predictions:    9758/  10000 (97.58%), best:    9779/10000 (97.79%), error:       783.53967, best error:       766.98633 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 92.1035156250s, input_fired_time: 1.0191215277, output_fired_time: 0.6284843087, propagate_forward_time: 37.2071456909, propagate_backward_time: 51.0870971680, weight_update_time: 0.1088162437, other_time: 2.1616668701
epoch time: 8.0710163116s, input_fired_time: 0.1103902683, output_fired_time: 0.0000000000, propagate_forward_time: 7.5904045105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702216148
validation[          , genome  6650] predictions:    9755/  10000 (97.55%), best:    9779/10000 (97.79%), error:       855.88794, best error:       766.98633 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 91.6892776489s, input_fired_time: 1.0096480846, output_fired_time: 0.6200194955, propagate_forward_time: 37.1549873352, propagate_backward_time: 50.7643623352, weight_update_time: 0.1069096997, other_time: 2.1402587891
epoch time: 8.0728425980s, input_fired_time: 0.1145215705, output_fired_time: 0.0000000000, propagate_forward_time: 7.5872530937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3710680008
validation[          , genome  6650] predictions:    9745/  10000 (97.45%), best:    9779/10000 (97.79%), error:       864.55170, best error:       766.98633 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 92.3604812622s, input_fired_time: 1.0393354893, output_fired_time: 0.6278847456, propagate_forward_time: 37.4401473999, propagate_backward_time: 51.1090278625, weight_update_time: 0.1070838049, other_time: 2.1440849304
epoch time: 7.8867268562s, input_fired_time: 0.1087468788, output_fired_time: 0.0000000000, propagate_forward_time: 7.4172749519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607048988
validation[          , genome  6650] predictions:    9699/  10000 (96.99%), best:    9779/10000 (97.79%), error:       998.57294, best error:       766.98633 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 92.0712661743s, input_fired_time: 1.0243139267, output_fired_time: 0.6276695728, propagate_forward_time: 37.4767761230, propagate_backward_time: 50.7772560120, weight_update_time: 0.1079379916, other_time: 2.1652488708
epoch time: 7.9320521355s, input_fired_time: 0.1142631397, output_fired_time: 0.0000000000, propagate_forward_time: 7.4574670792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3603219986
validation[          , genome  6650] predictions:    9745/  10000 (97.45%), best:    9779/10000 (97.79%), error:       854.95605, best error:       766.98633 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 92.4003219604s, input_fired_time: 1.0490983725, output_fired_time: 0.6213856936, propagate_forward_time: 37.5146026611, propagate_backward_time: 51.0399818420, weight_update_time: 0.1087791845, other_time: 2.1752586365
epoch time: 7.9511241913s, input_fired_time: 0.1066210046, output_fired_time: 0.0000000000, propagate_forward_time: 7.4656901360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788132668
validation[          , genome  6650] predictions:    9722/  10000 (97.22%), best:    9779/10000 (97.79%), error:       964.44873, best error:       766.98633 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 91.7471313477s, input_fired_time: 1.0260362625, output_fired_time: 0.6252083182, propagate_forward_time: 37.2652854919, propagate_backward_time: 50.6816673279, weight_update_time: 0.1088047996, other_time: 2.1489334106
epoch time: 8.1179513931s, input_fired_time: 0.1101746559, output_fired_time: 0.0000000000, propagate_forward_time: 7.6421551704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656210899
validation[          , genome  6650] predictions:    9764/  10000 (97.64%), best:    9779/10000 (97.79%), error:       789.32996, best error:       766.98633 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 91.8060455322s, input_fired_time: 1.0423680544, output_fired_time: 0.6312274933, propagate_forward_time: 37.1203651428, propagate_backward_time: 50.8581085205, weight_update_time: 0.1069856957, other_time: 2.1539802551
epoch time: 7.9886369705s, input_fired_time: 0.1066338345, output_fired_time: 0.0000000000, propagate_forward_time: 7.5005364418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814668655
validation[          , genome  6650] predictions:    9770/  10000 (97.70%), best:    9779/10000 (97.79%), error:       796.35913, best error:       766.98633 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 92.1461868286s, input_fired_time: 1.0221238136, output_fired_time: 0.6227143407, propagate_forward_time: 37.3202018738, propagate_backward_time: 51.0063323975, weight_update_time: 0.1081082597, other_time: 2.1748161316
epoch time: 8.0721340179s, input_fired_time: 0.1081213802, output_fired_time: 0.0000000000, propagate_forward_time: 7.5724492073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915634155
validation[          , genome  6650] predictions:    9708/  10000 (97.08%), best:    9779/10000 (97.79%), error:       966.02240, best error:       766.98633 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 91.7096252441s, input_fired_time: 1.0230532885, output_fired_time: 0.6300394535, propagate_forward_time: 37.2115554810, propagate_backward_time: 50.7079734802, weight_update_time: 0.1142720580, other_time: 2.1369972229
epoch time: 8.0550031662s, input_fired_time: 0.1085841954, output_fired_time: 0.0000000000, propagate_forward_time: 7.5538825989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925361633
validation[          , genome  6650] predictions:    9748/  10000 (97.48%), best:    9779/10000 (97.79%), error:       857.25928, best error:       766.98633 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 91.6968841553s, input_fired_time: 1.0197534561, output_fired_time: 0.6242663264, propagate_forward_time: 37.2531929016, propagate_backward_time: 50.6708869934, weight_update_time: 0.1077232286, other_time: 2.1287841797
epoch time: 8.1808156967s, input_fired_time: 0.1171069220, output_fired_time: 0.0000000000, propagate_forward_time: 7.6645011902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3992071152
validation[          , genome  6650] predictions:    9737/  10000 (97.37%), best:    9779/10000 (97.79%), error:       876.86438, best error:       766.98633 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 92.4046401978s, input_fired_time: 1.0488915443, output_fired_time: 0.6383859515, propagate_forward_time: 37.3852500916, propagate_backward_time: 51.1747398376, weight_update_time: 0.1085927635, other_time: 2.1573715210
epoch time: 7.8020029068s, input_fired_time: 0.1078316122, output_fired_time: 0.0000000000, propagate_forward_time: 7.3219480515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722233772
validation[          , genome  6650] predictions:    9753/  10000 (97.53%), best:    9779/10000 (97.79%), error:       800.90466, best error:       766.98633 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 91.4242858887s, input_fired_time: 1.0400097370, output_fired_time: 0.6250999570, propagate_forward_time: 37.0966072083, propagate_backward_time: 50.5191802979, weight_update_time: 0.1055519059, other_time: 2.1433906555
epoch time: 8.0782003403s, input_fired_time: 0.1060327291, output_fired_time: 0.0000000000, propagate_forward_time: 7.6153583527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568091393
validation[          , genome  6650] predictions:    9763/  10000 (97.63%), best:    9779/10000 (97.79%), error:       833.34857, best error:       766.98633 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 92.2791213989s, input_fired_time: 1.0327658653, output_fired_time: 0.6190819144, propagate_forward_time: 37.4695587158, propagate_backward_time: 51.0072135925, weight_update_time: 0.1163387299, other_time: 2.1505012512
epoch time: 7.7861466408s, input_fired_time: 0.1063746512, output_fired_time: 0.0000000000, propagate_forward_time: 7.3221292496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3576426506
validation[          , genome  6650] predictions:    9764/  10000 (97.64%), best:    9779/10000 (97.79%), error:       854.82782, best error:       766.98633 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 91.5869827271s, input_fired_time: 1.0430743694, output_fired_time: 0.6179689765, propagate_forward_time: 37.1072311401, propagate_backward_time: 50.6584815979, weight_update_time: 0.1065869555, other_time: 2.1602287292
epoch time: 7.9350843430s, input_fired_time: 0.1079818830, output_fired_time: 0.0000000000, propagate_forward_time: 7.4660549164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610477448
validation[          , genome  6650] predictions:    9758/  10000 (97.58%), best:    9779/10000 (97.79%), error:       855.46063, best error:       766.98633 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 92.2397918701s, input_fired_time: 1.0269290209, output_fired_time: 0.6314032674, propagate_forward_time: 37.3727684021, propagate_backward_time: 51.0179595947, weight_update_time: 0.1083849519, other_time: 2.1907310486
epoch time: 7.8271908760s, input_fired_time: 0.1065592542, output_fired_time: 0.0000000000, propagate_forward_time: 7.3621144295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585171700
validation[          , genome  6650] predictions:    9738/  10000 (97.38%), best:    9779/10000 (97.79%), error:       943.44873, best error:       766.98633 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 91.3602218628s, input_fired_time: 1.0272438526, output_fired_time: 0.6192919016, propagate_forward_time: 37.0151023865, propagate_backward_time: 50.5671272278, weight_update_time: 0.1115090102, other_time: 2.1314544678
epoch time: 7.8605566025s, input_fired_time: 0.1076708287, output_fired_time: 0.0000000000, propagate_forward_time: 7.3915491104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613367081
validation[          , genome  6650] predictions:    9722/  10000 (97.22%), best:    9779/10000 (97.79%), error:      1007.05377, best error:       766.98633 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 90.8870620728s, input_fired_time: 1.0076224804, output_fired_time: 0.6166461706, propagate_forward_time: 36.8153419495, propagate_backward_time: 50.3466835022, weight_update_time: 0.1054068059, other_time: 2.1007690430
epoch time: 7.8991055489s, input_fired_time: 0.1069149673, output_fired_time: 0.0000000000, propagate_forward_time: 7.4246649742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675255775
validation[          , genome  6650] predictions:    9755/  10000 (97.55%), best:    9779/10000 (97.79%), error:       834.74915, best error:       766.98633 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 91.9692687988s, input_fired_time: 1.0095777512, output_fired_time: 0.6245682836, propagate_forward_time: 37.3439636230, propagate_backward_time: 50.8528480530, weight_update_time: 0.1066390947, other_time: 2.1383171082
epoch time: 7.9366116524s, input_fired_time: 0.1146579385, output_fired_time: 0.0000000000, propagate_forward_time: 7.4633784294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585753441
validation[          , genome  6650] predictions:    9766/  10000 (97.66%), best:    9779/10000 (97.79%), error:       796.40973, best error:       766.98633 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 91.7661743164s, input_fired_time: 1.0417867899, output_fired_time: 0.6243822575, propagate_forward_time: 37.2815055847, propagate_backward_time: 50.6644592285, weight_update_time: 0.1137515455, other_time: 2.1540412903
epoch time: 7.8458371162s, input_fired_time: 0.1060503721, output_fired_time: 0.0000000000, propagate_forward_time: 7.3779125214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3618741035
validation[          , genome  6650] predictions:    9738/  10000 (97.38%), best:    9779/10000 (97.79%), error:       871.52100, best error:       766.98633 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 92.6170349121s, input_fired_time: 1.0304549932, output_fired_time: 0.6313722730, propagate_forward_time: 37.5356025696, propagate_backward_time: 51.2823944092, weight_update_time: 0.1084990501, other_time: 2.1372108459
epoch time: 7.7886700630s, input_fired_time: 0.1049149260, output_fired_time: 0.0000000000, propagate_forward_time: 7.3292198181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545351028
validation[          , genome  6650] predictions:    9772/  10000 (97.72%), best:    9779/10000 (97.79%), error:       777.24835, best error:       766.98633 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 91.2870559692s, input_fired_time: 1.0133440495, output_fired_time: 0.6263970733, propagate_forward_time: 37.0612678528, propagate_backward_time: 50.4647903442, weight_update_time: 0.1068302393, other_time: 2.1212577820
epoch time: 8.0249528885s, input_fired_time: 0.1081171259, output_fired_time: 0.0000000000, propagate_forward_time: 7.5543518066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624839783
validation[          , genome  6650] predictions:    9756/  10000 (97.56%), best:    9779/10000 (97.79%), error:       821.12952, best error:       766.98633 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 92.4106216431s, input_fired_time: 1.0276015997, output_fired_time: 0.6522778869, propagate_forward_time: 37.4346275330, propagate_backward_time: 51.1356353760, weight_update_time: 0.1076868251, other_time: 2.1604804993
epoch time: 7.9077157974s, input_fired_time: 0.1084493846, output_fired_time: 0.0000000000, propagate_forward_time: 7.4334225655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658437729
validation[          , genome  6650] predictions:    9752/  10000 (97.52%), best:    9779/10000 (97.79%), error:       805.59302, best error:       766.98633 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 92.3386077881s, input_fired_time: 1.0171462297, output_fired_time: 0.6282763481, propagate_forward_time: 37.4471282959, propagate_backward_time: 51.0848312378, weight_update_time: 0.1066042855, other_time: 2.1612319946
epoch time: 7.8959197998s, input_fired_time: 0.1065277904, output_fired_time: 0.0000000000, propagate_forward_time: 7.4164757729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729162216
validation[          , genome  6650] predictions:    9734/  10000 (97.34%), best:    9779/10000 (97.79%), error:       834.20032, best error:       766.98633 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 91.9207992554s, input_fired_time: 1.0208615065, output_fired_time: 0.6238459945, propagate_forward_time: 37.2759552002, propagate_backward_time: 50.8586120605, weight_update_time: 0.1053782105, other_time: 2.1415252686
epoch time: 7.8114509583s, input_fired_time: 0.1073214188, output_fired_time: 0.0000000000, propagate_forward_time: 7.3455095291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3586201668
validation[          , genome  6650] predictions:    9730/  10000 (97.30%), best:    9779/10000 (97.79%), error:       887.83386, best error:       766.98633 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 91.7949142456s, input_fired_time: 1.0151991844, output_fired_time: 0.6243085265, propagate_forward_time: 37.3047256470, propagate_backward_time: 50.7128791809, weight_update_time: 0.1074209437, other_time: 2.1378059387
epoch time: 7.9191350937s, input_fired_time: 0.1079247147, output_fired_time: 0.0000000000, propagate_forward_time: 7.4348196983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763904572
validation[          , genome  6650] predictions:    9744/  10000 (97.44%), best:    9779/10000 (97.79%), error:       871.55481, best error:       766.98633 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 91.0500183105s, input_fired_time: 1.0108880997, output_fired_time: 0.6256308556, propagate_forward_time: 36.8724517822, propagate_backward_time: 50.4146270752, weight_update_time: 0.1076349691, other_time: 2.1264190674
epoch time: 7.8362436295s, input_fired_time: 0.1070198715, output_fired_time: 0.0000000000, propagate_forward_time: 7.3683261871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608975410
validation[          , genome  6650] predictions:    9755/  10000 (97.55%), best:    9779/10000 (97.79%), error:       831.29102, best error:       766.98633 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 92.2070083618s, input_fired_time: 1.0266983509, output_fired_time: 0.6183912158, propagate_forward_time: 37.3464431763, propagate_backward_time: 51.0689315796, weight_update_time: 0.1071441472, other_time: 2.1465454102
epoch time: 7.8790321350s, input_fired_time: 0.1083485857, output_fired_time: 0.0000000000, propagate_forward_time: 7.3973846436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732991219
validation[          , genome  6650] predictions:    9736/  10000 (97.36%), best:    9779/10000 (97.79%), error:       909.36273, best error:       766.98633 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 91.9500427246s, input_fired_time: 1.0299595594, output_fired_time: 0.6199688315, propagate_forward_time: 37.1986579895, propagate_backward_time: 50.9737014771, weight_update_time: 0.1066675410, other_time: 2.1277503967
epoch time: 7.9840722084s, input_fired_time: 0.1126529500, output_fired_time: 0.0000000000, propagate_forward_time: 7.5025124550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689069748
validation[          , genome  6650] predictions:    9748/  10000 (97.48%), best:    9779/10000 (97.79%), error:       822.81696, best error:       766.98633 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 91.9313049316s, input_fired_time: 1.0308779478, output_fired_time: 0.6395865083, propagate_forward_time: 37.2932128906, propagate_backward_time: 50.8483543396, weight_update_time: 0.1090241149, other_time: 2.1192741394
epoch time: 8.1939010620s, input_fired_time: 0.1086458340, output_fired_time: 0.0000000000, propagate_forward_time: 7.7017946243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834609985
validation[          , genome  6650] predictions:    9770/  10000 (97.70%), best:    9779/10000 (97.79%), error:       803.76562, best error:       766.98633 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 92.2256164551s, input_fired_time: 1.0801286697, output_fired_time: 0.6531927586, propagate_forward_time: 37.3395042419, propagate_backward_time: 50.9830703735, weight_update_time: 0.1084522009, other_time: 2.1697196960
epoch time: 8.0621376038s, input_fired_time: 0.1152635664, output_fired_time: 0.0000000000, propagate_forward_time: 7.5709176064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3759565353
validation[          , genome  6650] predictions:    9765/  10000 (97.65%), best:    9779/10000 (97.79%), error:       823.40948, best error:       766.98633 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 92.0597686768s, input_fired_time: 1.0237888098, output_fired_time: 0.6274716258, propagate_forward_time: 37.2885322571, propagate_backward_time: 50.9470825195, weight_update_time: 0.1074942499, other_time: 2.1728935242
epoch time: 7.8375005722s, input_fired_time: 0.1072314009, output_fired_time: 0.0000000000, propagate_forward_time: 7.3706450462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596239090
validation[          , genome  6650] predictions:    9700/  10000 (97.00%), best:    9779/10000 (97.79%), error:      1037.66467, best error:       766.98633 on epoch:    60, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 91.7255630493s, input_fired_time: 1.0221047401, output_fired_time: 0.6206020713, propagate_forward_time: 37.0957717896, propagate_backward_time: 50.8340187073, weight_update_time: 0.1078455150, other_time: 2.1530647278
epoch time: 8.0897731781s, input_fired_time: 0.1153327078, output_fired_time: 0.0000000000, propagate_forward_time: 7.5997676849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746728897
validation[          , genome  6650] predictions:    9731/  10000 (97.31%), best:    9779/10000 (97.79%), error:       973.16272, best error:       766.98633 on epoch:    60, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 91.4043731689s, input_fired_time: 1.0183578730, output_fired_time: 0.6225579381, propagate_forward_time: 37.0121879578, propagate_backward_time: 50.6258850098, weight_update_time: 0.1073336154, other_time: 2.1253852844
epoch time: 7.7912430763s, input_fired_time: 0.1059504747, output_fired_time: 0.0000000000, propagate_forward_time: 7.3273286819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579640388
validation[          , genome  6650] predictions:    9711/  10000 (97.11%), best:    9779/10000 (97.79%), error:      1035.76038, best error:       766.98633 on epoch:    60, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 91.3877868652s, input_fired_time: 1.0383678675, output_fired_time: 0.6249477267, propagate_forward_time: 36.9991912842, propagate_backward_time: 50.5653457642, weight_update_time: 0.1074416339, other_time: 2.1599349976
epoch time: 7.8212199211s, input_fired_time: 0.1064163074, output_fired_time: 0.0000000000, propagate_forward_time: 7.3541512489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606524467
validation[          , genome  6650] predictions:    9713/  10000 (97.13%), best:    9779/10000 (97.79%), error:       983.84052, best error:       766.98633 on epoch:    60, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 91.7770156860s, input_fired_time: 1.0281941891, output_fired_time: 0.6287107468, propagate_forward_time: 37.3361549377, propagate_backward_time: 50.6389961243, weight_update_time: 0.1074322313, other_time: 2.1449661255
epoch time: 8.0073642731s, input_fired_time: 0.1088977605, output_fired_time: 0.0000000000, propagate_forward_time: 7.5315895081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668770790
validation[          , genome  6650] predictions:    9726/  10000 (97.26%), best:    9779/10000 (97.79%), error:       912.79517, best error:       766.98633 on epoch:    60, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 91.6894149780s, input_fired_time: 1.0461497307, output_fired_time: 0.6397244334, propagate_forward_time: 37.2555389404, propagate_backward_time: 50.6119995117, weight_update_time: 0.1074878871, other_time: 2.1360015869
epoch time: 8.0258779526s, input_fired_time: 0.1062708274, output_fired_time: 0.0000000000, propagate_forward_time: 7.5510134697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685936928
validation[          , genome  6650] predictions:    9747/  10000 (97.47%), best:    9779/10000 (97.79%), error:       862.38684, best error:       766.98633 on epoch:    60, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 91.1476593018s, input_fired_time: 1.0151524544, output_fired_time: 0.6231771111, propagate_forward_time: 36.9649276733, propagate_backward_time: 50.4043579102, weight_update_time: 0.1096031070, other_time: 2.1400451660
epoch time: 7.8671612740s, input_fired_time: 0.1073886603, output_fired_time: 0.0000000000, propagate_forward_time: 7.3901424408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696303368
validation[          , genome  6650] predictions:    9700/  10000 (97.00%), best:    9779/10000 (97.79%), error:      1030.40198, best error:       766.98633 on epoch:    60, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 91.4305191040s, input_fired_time: 1.0206410885, output_fired_time: 0.6346665025, propagate_forward_time: 37.1915435791, propagate_backward_time: 50.4287033081, weight_update_time: 0.1068965942, other_time: 2.1549682617
epoch time: 7.9989905357s, input_fired_time: 0.1082106605, output_fired_time: 0.0000000000, propagate_forward_time: 7.5039229393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868570328
validation[          , genome  6650] predictions:    9729/  10000 (97.29%), best:    9779/10000 (97.79%), error:       922.16223, best error:       766.98633 on epoch:    60, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 91.9388961792s, input_fired_time: 1.0304048061, output_fired_time: 0.6243726611, propagate_forward_time: 37.3978919983, propagate_backward_time: 50.7385749817, weight_update_time: 0.1088732183, other_time: 2.1476516724
epoch time: 7.9104390144s, input_fired_time: 0.1101307347, output_fired_time: 0.0000000000, propagate_forward_time: 7.4341735840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661346436
validation[          , genome  6650] predictions:    9784/  10000 (97.84%), best:    9779/10000 (97.79%), error:       814.51294, best error:       766.98633 on epoch:    60, 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: 40.3888587952s, input_fired_time: 0.5755022168, output_fired_time: 0.0000000000, propagate_forward_time: 37.8798599243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9334983826
best training[          , genome  6650] predictions:   49585/  50000 (99.17%), best:    9779/10000 (97.79%), error:      1685.36707, best error:       766.98633 on epoch:    60, 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: 7.7656822205s, input_fired_time: 0.1042157635, output_fired_time: 0.0000000000, propagate_forward_time: 7.2998638153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616027832
   testing[          , genome  6650] predictions:    9793/  10000 (97.93%), best:    9779/10000 (97.79%), error:       695.97437, best error:       766.98633 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:37:03 (16725): called boinc_finish(0)

</stderr_txt>
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