Nameexact_genome_1512568488_42_7036_0
Workunit2606433
Created7 Dec 2017, 23:25:01 UTC
Sent7 Dec 2017, 23:30:44 UTC
Report deadline19 Dec 2017, 18:11:07 UTC
Received9 Dec 2017, 7:43:12 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time6 hours 4 min 12 sec
CPU time6 hours 3 min 38 sec
Validate stateValid
Credit2,944.51
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.15 MB
Peak swap size162.11 MB
Peak disk usage2.82 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
0, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 195.8392791748s, input_fired_time: 2.2907507420, output_fired_time: 2.1028704643, propagate_forward_time: 74.4619064331, propagate_backward_time: 112.8380203247, weight_update_time: 0.2194515020, other_time: 4.1457214355
epoch time: 16.1465454102s, input_fired_time: 0.2849633098, output_fired_time: 0.0000000000, propagate_forward_time: 15.1508655548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7107162476
validation[          , genome  7036] predictions:    9754/  10000 (97.54%), best:    9743/10000 (97.43%), error:       845.86285, best error:       845.17743 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 198.4674530029s, input_fired_time: 2.3196804523, output_fired_time: 2.1341264248, propagate_forward_time: 75.5905075073, propagate_backward_time: 114.2512893677, weight_update_time: 0.2214396000, other_time: 4.1718444824
epoch time: 15.7711238861s, input_fired_time: 0.2828564942, output_fired_time: 0.0000000000, propagate_forward_time: 14.7784347534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7098321915
validation[          , genome  7036] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       779.89783, best error:       779.89783 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 197.6145935059s, input_fired_time: 2.3090641499, output_fired_time: 2.1135509014, propagate_forward_time: 75.1249237061, propagate_backward_time: 113.8822708130, weight_update_time: 0.2230630666, other_time: 4.1847763062
epoch time: 15.7984714508s, input_fired_time: 0.2842040658, output_fired_time: 0.0000000000, propagate_forward_time: 14.7939615250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7203054428
validation[          , genome  7036] predictions:    9736/  10000 (97.36%), best:    9764/10000 (97.64%), error:       895.13934, best error:       779.89783 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 196.9835968018s, input_fired_time: 2.3072583675, output_fired_time: 2.1142754555, propagate_forward_time: 74.9528427124, propagate_backward_time: 113.4109649658, weight_update_time: 0.2238648832, other_time: 4.1982650757
epoch time: 15.5983228683s, input_fired_time: 0.2823869586, output_fired_time: 0.0000000000, propagate_forward_time: 14.6011161804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7148199081
validation[          , genome  7036] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       768.06635, best error:       768.06635 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 197.5889434814s, input_fired_time: 2.3088002205, output_fired_time: 2.1145133972, propagate_forward_time: 75.0708541870, propagate_backward_time: 113.9328384399, weight_update_time: 0.2222607881, other_time: 4.1619262695
epoch time: 15.9569082260s, input_fired_time: 0.2815877199, output_fired_time: 0.0000000000, propagate_forward_time: 14.9769115448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6984090805
validation[          , genome  7036] predictions:    9768/  10000 (97.68%), best:    9774/10000 (97.74%), error:       776.90442, best error:       768.06635 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 198.8404541016s, input_fired_time: 2.3106911182, output_fired_time: 2.1244781017, propagate_forward_time: 75.6569061279, propagate_backward_time: 114.6019744873, weight_update_time: 0.2209070921, other_time: 4.1464080811
epoch time: 16.0920219421s, input_fired_time: 0.2870180607, output_fired_time: 0.0000000000, propagate_forward_time: 15.0935306549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7114734650
validation[          , genome  7036] predictions:    9746/  10000 (97.46%), best:    9774/10000 (97.74%), error:       776.19012, best error:       768.06635 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 196.6241607666s, input_fired_time: 2.2996003628, output_fired_time: 2.1051833630, propagate_forward_time: 74.6796722412, propagate_backward_time: 113.3913726807, weight_update_time: 0.2213713825, other_time: 4.1483306885
epoch time: 16.1673278809s, input_fired_time: 0.2903501093, output_fired_time: 0.0000000000, propagate_forward_time: 15.1576795578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7192983627
validation[          , genome  7036] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       746.42328, best error:       746.42328 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 197.9757995605s, input_fired_time: 2.2955918312, output_fired_time: 2.1162986755, propagate_forward_time: 75.3964157104, propagate_backward_time: 114.0816116333, weight_update_time: 0.2189738005, other_time: 4.0858764648
epoch time: 16.3183555603s, input_fired_time: 0.2999885380, output_fired_time: 0.0000000000, propagate_forward_time: 15.2656106949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7527570724
validation[          , genome  7036] predictions:    9684/  10000 (96.84%), best:    9787/10000 (97.87%), error:      1020.29120, best error:       746.42328 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 198.4577636719s, input_fired_time: 2.3202753067, output_fired_time: 2.1284933090, propagate_forward_time: 75.4751434326, propagate_backward_time: 114.3682937622, weight_update_time: 0.2201119810, other_time: 4.1655502319
epoch time: 16.2334175110s, input_fired_time: 0.2915281951, output_fired_time: 0.0000000000, propagate_forward_time: 15.2139778137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7279119492
validation[          , genome  7036] predictions:    9731/  10000 (97.31%), best:    9787/10000 (97.87%), error:       890.23822, best error:       746.42328 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 198.6039581299s, input_fired_time: 2.3077781200, output_fired_time: 2.1258604527, propagate_forward_time: 75.5612487793, propagate_backward_time: 114.4652481079, weight_update_time: 0.2223969996, other_time: 4.1438217163
epoch time: 15.7904548645s, input_fired_time: 0.2817295790, output_fired_time: 0.0000000000, propagate_forward_time: 14.8005304337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7081947327
validation[          , genome  7036] predictions:    9768/  10000 (97.68%), best:    9787/10000 (97.87%), error:       792.40063, best error:       746.42328 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 198.4987640381s, input_fired_time: 2.3039035797, output_fired_time: 2.1296439171, propagate_forward_time: 75.4248962402, propagate_backward_time: 114.5023803711, weight_update_time: 0.2204779983, other_time: 4.1379394531
epoch time: 15.6988267899s, input_fired_time: 0.2800306380, output_fired_time: 0.0000000000, propagate_forward_time: 14.7147932053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7040033340
validation[          , genome  7036] predictions:    9767/  10000 (97.67%), best:    9787/10000 (97.87%), error:       750.53796, best error:       746.42328 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 198.0712280273s, input_fired_time: 2.3047060966, output_fired_time: 2.1188979149, propagate_forward_time: 75.2332611084, propagate_backward_time: 114.2847061157, weight_update_time: 0.2219823003, other_time: 4.1296615601
epoch time: 15.9142351151s, input_fired_time: 0.2844958901, output_fired_time: 0.0000000000, propagate_forward_time: 14.9128961563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7168426514
validation[          , genome  7036] predictions:    9765/  10000 (97.65%), best:    9787/10000 (97.87%), error:       774.03638, best error:       746.42328 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 198.6894683838s, input_fired_time: 2.3112285137, output_fired_time: 2.1155328751, propagate_forward_time: 75.5002593994, propagate_backward_time: 114.6024093628, weight_update_time: 0.2237563282, other_time: 4.1600265503
epoch time: 16.2480812073s, input_fired_time: 0.2932311893, output_fired_time: 0.0000000000, propagate_forward_time: 15.2198438644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7350063324
validation[          , genome  7036] predictions:    9746/  10000 (97.46%), best:    9787/10000 (97.87%), error:       794.19122, best error:       746.42328 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 198.6840362549s, input_fired_time: 2.3178467751, output_fired_time: 2.1279571056, propagate_forward_time: 75.4125823975, propagate_backward_time: 114.6143035889, weight_update_time: 0.2236032337, other_time: 4.2113494873
epoch time: 16.1970577240s, input_fired_time: 0.2921032012, output_fired_time: 0.0000000000, propagate_forward_time: 15.1637992859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7411556244
validation[          , genome  7036] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       677.60138, best error:       677.60138 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 199.6930999756s, input_fired_time: 2.3244569302, output_fired_time: 2.1316416264, propagate_forward_time: 75.7867126465, propagate_backward_time: 115.2531661987, weight_update_time: 0.2239386439, other_time: 4.1971206665
epoch time: 16.1633014679s, input_fired_time: 0.2833592892, output_fired_time: 0.0000000000, propagate_forward_time: 15.1842241287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6957178116
validation[          , genome  7036] predictions:    9740/  10000 (97.40%), best:    9783/10000 (97.83%), error:       781.01404, best error:       677.60138 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 198.0463256836s, input_fired_time: 2.3207767010, output_fired_time: 2.1261610985, propagate_forward_time: 75.1299896240, propagate_backward_time: 114.2607727051, weight_update_time: 0.2245719880, other_time: 4.2086334229
epoch time: 16.0921802521s, input_fired_time: 0.2923151553, output_fired_time: 0.0000000000, propagate_forward_time: 15.0712261200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7286386490
validation[          , genome  7036] predictions:    9765/  10000 (97.65%), best:    9783/10000 (97.83%), error:       779.34363, best error:       677.60138 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 198.9344940186s, input_fired_time: 2.3126726151, output_fired_time: 2.1253697872, propagate_forward_time: 75.3810119629, propagate_backward_time: 114.9591598511, weight_update_time: 0.2220181823, other_time: 4.1562881470
epoch time: 15.9791107178s, input_fired_time: 0.2903562784, output_fired_time: 0.0000000000, propagate_forward_time: 14.9809694290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7077846527
validation[          , genome  7036] predictions:    9794/  10000 (97.94%), best:    9783/10000 (97.83%), error:       692.08234, best error:       677.60138 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 199.7244567871s, input_fired_time: 2.3276467323, output_fired_time: 2.1312596798, propagate_forward_time: 75.8023529053, propagate_backward_time: 115.2631072998, weight_update_time: 0.2235828042, other_time: 4.2000885010
epoch time: 15.9518814087s, input_fired_time: 0.2870523334, output_fired_time: 0.0000000000, propagate_forward_time: 14.9365653992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7282638550
validation[          , genome  7036] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       667.53375, best error:       667.53375 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 199.1317749023s, input_fired_time: 2.3087973595, output_fired_time: 2.1246423721, propagate_forward_time: 75.5229797363, propagate_backward_time: 115.0296325684, weight_update_time: 0.2206756920, other_time: 4.1457214355
epoch time: 16.1169795990s, input_fired_time: 0.2853284478, output_fired_time: 0.0000000000, propagate_forward_time: 15.1258268356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7058238983
validation[          , genome  7036] predictions:    9788/  10000 (97.88%), best:    9789/10000 (97.89%), error:       688.26819, best error:       667.53375 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 199.9496307373s, input_fired_time: 2.3161203861, output_fired_time: 2.1283397675, propagate_forward_time: 75.8871154785, propagate_backward_time: 115.4772109985, weight_update_time: 0.2209316343, other_time: 4.1408462524
epoch time: 16.1634693146s, input_fired_time: 0.2919786870, output_fired_time: 0.0000000000, propagate_forward_time: 15.1359224319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7355680466
validation[          , genome  7036] predictions:    9762/  10000 (97.62%), best:    9789/10000 (97.89%), error:       739.06049, best error:       667.53375 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 198.4461975098s, input_fired_time: 2.3020055294, output_fired_time: 2.1094219685, propagate_forward_time: 75.3250198364, propagate_backward_time: 114.6127395630, weight_update_time: 0.2171976715, other_time: 4.0970153809
epoch time: 16.1986427307s, input_fired_time: 0.2905968428, output_fired_time: 0.0000000000, propagate_forward_time: 15.1767673492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7312784195
validation[          , genome  7036] predictions:    9746/  10000 (97.46%), best:    9789/10000 (97.89%), error:       830.43726, best error:       667.53375 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 199.4185333252s, input_fired_time: 2.3084528446, output_fired_time: 2.1194934845, propagate_forward_time: 75.5192031860, propagate_backward_time: 115.3260421753, weight_update_time: 0.2207248062, other_time: 4.1453399658
epoch time: 15.9341049194s, input_fired_time: 0.2804264724, output_fired_time: 0.0000000000, propagate_forward_time: 14.9674787521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6862001419
validation[          , genome  7036] predictions:    9749/  10000 (97.49%), best:    9789/10000 (97.89%), error:       809.14948, best error:       667.53375 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 199.3341827393s, input_fired_time: 2.3263289928, output_fired_time: 2.1133880615, propagate_forward_time: 75.6054229736, propagate_backward_time: 115.1093750000, weight_update_time: 0.2239790410, other_time: 4.1796722412
epoch time: 15.1272344589s, input_fired_time: 0.2760873139, output_fired_time: 0.0000000000, propagate_forward_time: 14.1588010788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6923456192
validation[          , genome  7036] predictions:    9760/  10000 (97.60%), best:    9789/10000 (97.89%), error:       741.62506, best error:       667.53375 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 199.0281524658s, input_fired_time: 2.3092195988, output_fired_time: 2.1211853027, propagate_forward_time: 75.3706817627, propagate_backward_time: 115.1035079956, weight_update_time: 0.2207524925, other_time: 4.1235580444
epoch time: 16.1653766632s, input_fired_time: 0.2896241546, output_fired_time: 0.0000000000, propagate_forward_time: 15.1611852646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7145671844
validation[          , genome  7036] predictions:    9788/  10000 (97.88%), best:    9789/10000 (97.89%), error:       678.26898, best error:       667.53375 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 198.5758056641s, input_fired_time: 2.2989871502, output_fired_time: 2.1022725105, propagate_forward_time: 75.1905899048, propagate_backward_time: 114.8939743042, weight_update_time: 0.2169590592, other_time: 4.0899810791
epoch time: 15.8819580078s, input_fired_time: 0.2835021019, output_fired_time: 0.0000000000, propagate_forward_time: 14.9040203094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6944351196
validation[          , genome  7036] predictions:    9740/  10000 (97.40%), best:    9789/10000 (97.89%), error:       845.10107, best error:       667.53375 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 199.6849060059s, input_fired_time: 2.3117671013, output_fired_time: 2.1193077564, propagate_forward_time: 75.6905822754, propagate_backward_time: 115.4534301758, weight_update_time: 0.2184648216, other_time: 4.1098175049
epoch time: 16.0587940216s, input_fired_time: 0.2875386775, output_fired_time: 0.0000000000, propagate_forward_time: 15.0397443771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7315111160
validation[          , genome  7036] predictions:    9770/  10000 (97.70%), best:    9789/10000 (97.89%), error:       736.47003, best error:       667.53375 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 198.6226654053s, input_fired_time: 2.3009197712, output_fired_time: 2.1046838760, propagate_forward_time: 75.2689743042, propagate_backward_time: 114.8538665771, weight_update_time: 0.2185339332, other_time: 4.0942153931
epoch time: 16.1575527191s, input_fired_time: 0.2916885316, output_fired_time: 0.0000000000, propagate_forward_time: 15.1361274719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7297363281
validation[          , genome  7036] predictions:    9743/  10000 (97.43%), best:    9789/10000 (97.89%), error:       827.45691, best error:       667.53375 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 199.4378814697s, input_fired_time: 2.3139410019, output_fired_time: 2.1179199219, propagate_forward_time: 75.5141372681, propagate_backward_time: 115.3615036011, weight_update_time: 0.2196916342, other_time: 4.1303863525
epoch time: 16.2146339417s, input_fired_time: 0.2923821807, output_fired_time: 0.0000000000, propagate_forward_time: 15.1932659149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7289857864
validation[          , genome  7036] predictions:    9689/  10000 (96.89%), best:    9789/10000 (97.89%), error:      1073.92834, best error:       667.53375 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 199.3155212402s, input_fired_time: 2.3119766712, output_fired_time: 2.1190478802, propagate_forward_time: 75.4765396118, propagate_backward_time: 115.2765808105, weight_update_time: 0.2199896276, other_time: 4.1313705444
epoch time: 16.1942291260s, input_fired_time: 0.2847038209, output_fired_time: 0.0000000000, propagate_forward_time: 15.1966991425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7128257751
validation[          , genome  7036] predictions:    9764/  10000 (97.64%), best:    9789/10000 (97.89%), error:       732.59656, best error:       667.53375 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 198.6835021973s, input_fired_time: 2.2969920635, output_fired_time: 2.1071252823, propagate_forward_time: 75.1116638184, propagate_backward_time: 115.0681076050, weight_update_time: 0.2178249061, other_time: 4.0996017456
epoch time: 16.1940212250s, input_fired_time: 0.2872023880, output_fired_time: 0.0000000000, propagate_forward_time: 15.1940593719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7127590179
validation[          , genome  7036] predictions:    9785/  10000 (97.85%), best:    9789/10000 (97.89%), error:       699.29437, best error:       667.53375 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 199.7255554199s, input_fired_time: 2.3114778996, output_fired_time: 2.1150035858, propagate_forward_time: 75.6789932251, propagate_backward_time: 115.5305709839, weight_update_time: 0.2184792310, other_time: 4.0895080566
epoch time: 15.8376684189s, input_fired_time: 0.2834175825, output_fired_time: 0.0000000000, propagate_forward_time: 14.8511543274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7030963898
validation[          , genome  7036] predictions:    9778/  10000 (97.78%), best:    9789/10000 (97.89%), error:       697.75525, best error:       667.53375 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 198.9529266357s, input_fired_time: 2.2975215912, output_fired_time: 2.1066532135, propagate_forward_time: 75.3474349976, propagate_backward_time: 115.1307983398, weight_update_time: 0.2166754752, other_time: 4.0705184937
epoch time: 15.8808755875s, input_fired_time: 0.2876318395, output_fired_time: 0.0000000000, propagate_forward_time: 14.8737964630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7194471359
validation[          , genome  7036] predictions:    9761/  10000 (97.61%), best:    9789/10000 (97.89%), error:       770.58594, best error:       667.53375 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 200.0450744629s, input_fired_time: 2.3158032894, output_fired_time: 2.1184029579, propagate_forward_time: 75.7882537842, propagate_backward_time: 115.6812515259, weight_update_time: 0.2196481079, other_time: 4.1413650513
epoch time: 16.1361141205s, input_fired_time: 0.2866939306, output_fired_time: 0.0000000000, propagate_forward_time: 15.1462860107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7031345367
validation[          , genome  7036] predictions:    9786/  10000 (97.86%), best:    9789/10000 (97.89%), error:       713.21643, best error:       667.53375 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 199.6431732178s, input_fired_time: 2.3038401604, output_fired_time: 2.1118941307, propagate_forward_time: 75.5754089355, propagate_backward_time: 115.5793533325, weight_update_time: 0.2183798701, other_time: 4.0726852417
epoch time: 16.2190589905s, input_fired_time: 0.2907913923, output_fired_time: 0.0000000000, propagate_forward_time: 15.2085485458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7197189331
validation[          , genome  7036] predictions:    9784/  10000 (97.84%), best:    9789/10000 (97.89%), error:       675.28595, best error:       667.53375 on epoch:    32, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 199.6234588623s, input_fired_time: 2.3085262775, output_fired_time: 2.1118080616, propagate_forward_time: 75.5318450928, propagate_backward_time: 115.5663223267, weight_update_time: 0.2183404565, other_time: 4.1049575806
epoch time: 16.1724052429s, input_fired_time: 0.2856642604, output_fired_time: 0.0000000000, propagate_forward_time: 15.1915636063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6951770782
validation[          , genome  7036] predictions:    9768/  10000 (97.68%), best:    9789/10000 (97.89%), error:       738.22241, best error:       667.53375 on epoch:    32, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 200.2088470459s, input_fired_time: 2.3080039024, output_fired_time: 2.1141040325, propagate_forward_time: 75.7031173706, propagate_backward_time: 115.9900360107, weight_update_time: 0.2186655700, other_time: 4.0935897827
epoch time: 16.1408824921s, input_fired_time: 0.2852096558, output_fired_time: 0.0000000000, propagate_forward_time: 15.1543092728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7013635635
validation[          , genome  7036] predictions:    9786/  10000 (97.86%), best:    9789/10000 (97.89%), error:       705.81494, best error:       667.53375 on epoch:    32, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 199.1746215820s, input_fired_time: 2.3031659126, output_fired_time: 2.1128716469, propagate_forward_time: 75.2584915161, propagate_backward_time: 115.3973922729, weight_update_time: 0.2192502618, other_time: 4.1027069092
epoch time: 16.2376899719s, input_fired_time: 0.2892554104, output_fired_time: 0.0000000000, propagate_forward_time: 15.2410850525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7073497772
validation[          , genome  7036] predictions:    9805/  10000 (98.05%), best:    9789/10000 (97.89%), error:       670.54010, best error:       667.53375 on epoch:    32, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 200.4074249268s, input_fired_time: 2.3180353642, output_fired_time: 2.1229085922, propagate_forward_time: 75.7880630493, propagate_backward_time: 116.0390625000, weight_update_time: 0.2209562510, other_time: 4.1393508911
epoch time: 16.0452289581s, input_fired_time: 0.2854061723, output_fired_time: 0.0000000000, propagate_forward_time: 15.0634737015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6963491440
validation[          , genome  7036] predictions:    9759/  10000 (97.59%), best:    9789/10000 (97.89%), error:       797.69910, best error:       667.53375 on epoch:    32, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 199.8309020996s, input_fired_time: 2.3098797798, output_fired_time: 2.1154010296, propagate_forward_time: 75.4963378906, propagate_backward_time: 115.7956924438, weight_update_time: 0.2202886343, other_time: 4.1135940552
epoch time: 16.2328357697s, input_fired_time: 0.2905242145, output_fired_time: 0.0000000000, propagate_forward_time: 15.2287540436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7135572433
validation[          , genome  7036] predictions:    9753/  10000 (97.53%), best:    9789/10000 (97.89%), error:       780.87744, best error:       667.53375 on epoch:    32, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 199.4176025391s, input_fired_time: 2.3063578606, output_fired_time: 2.1115267277, propagate_forward_time: 75.3510055542, propagate_backward_time: 115.5704956055, weight_update_time: 0.2169887871, other_time: 4.0782241821
epoch time: 16.1031761169s, input_fired_time: 0.2873067856, output_fired_time: 0.0000000000, propagate_forward_time: 15.1137065887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7021627426
validation[          , genome  7036] predictions:    9790/  10000 (97.90%), best:    9789/10000 (97.89%), error:       705.67371, best error:       667.53375 on epoch:    32, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 199.7764282227s, input_fired_time: 2.3158917427, output_fired_time: 2.1165592670, propagate_forward_time: 75.4024810791, propagate_backward_time: 115.8243713379, weight_update_time: 0.2192129046, other_time: 4.1171264648
epoch time: 15.8948993683s, input_fired_time: 0.2840832174, output_fired_time: 0.0000000000, propagate_forward_time: 14.9101638794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7006521225
validation[          , genome  7036] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       654.21790, best error:       654.21790 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 198.8898315430s, input_fired_time: 2.2932465076, output_fired_time: 2.0977635384, propagate_forward_time: 75.1847076416, propagate_backward_time: 115.2749099731, weight_update_time: 0.2170261294, other_time: 4.0392074585
epoch time: 16.1555328369s, input_fired_time: 0.2851200402, output_fired_time: 0.0000000000, propagate_forward_time: 15.1726560593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6977567673
validation[          , genome  7036] predictions:    9788/  10000 (97.88%), best:    9794/10000 (97.94%), error:       673.14923, best error:       654.21790 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 199.2776184082s, input_fired_time: 2.3010141850, output_fired_time: 2.1050019264, propagate_forward_time: 75.1156616211, propagate_backward_time: 115.6802215576, weight_update_time: 0.2166084051, other_time: 4.0757293701
epoch time: 16.2354316711s, input_fired_time: 0.2878781557, output_fired_time: 0.0000000000, propagate_forward_time: 15.2410488129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7065048218
validation[          , genome  7036] predictions:    9782/  10000 (97.82%), best:    9794/10000 (97.94%), error:       693.85315, best error:       654.21790 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 199.7987213135s, input_fired_time: 2.3124859333, output_fired_time: 2.1103549004, propagate_forward_time: 75.4822235107, propagate_backward_time: 115.7833175659, weight_update_time: 0.2212046087, other_time: 4.1103439331
epoch time: 16.0780334473s, input_fired_time: 0.2856294513, output_fired_time: 0.0000000000, propagate_forward_time: 15.0961799622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6962242126
validation[          , genome  7036] predictions:    9721/  10000 (97.21%), best:    9794/10000 (97.94%), error:       968.86200, best error:       654.21790 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 198.5541229248s, input_fired_time: 2.2912566662, output_fired_time: 2.0939974785, propagate_forward_time: 75.1298522949, propagate_backward_time: 115.0150451660, weight_update_time: 0.2161608934, other_time: 4.0239715576
epoch time: 16.2214584351s, input_fired_time: 0.2868024409, output_fired_time: 0.0000000000, propagate_forward_time: 15.2392311096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6954250336
validation[          , genome  7036] predictions:    9778/  10000 (97.78%), best:    9794/10000 (97.94%), error:       702.42780, best error:       654.21790 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 198.4617767334s, input_fired_time: 2.2951021194, output_fired_time: 2.0964915752, propagate_forward_time: 75.0198059082, propagate_backward_time: 115.0304031372, weight_update_time: 0.2142941803, other_time: 4.0199661255
epoch time: 16.2058982849s, input_fired_time: 0.2867584229, output_fired_time: 0.0000000000, propagate_forward_time: 15.2167234421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7024164200
validation[          , genome  7036] predictions:    9790/  10000 (97.90%), best:    9794/10000 (97.94%), error:       703.78967, best error:       654.21790 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 198.9423065186s, input_fired_time: 2.3017020226, output_fired_time: 2.1048653126, propagate_forward_time: 75.2011566162, propagate_backward_time: 115.2837448120, weight_update_time: 0.2159274220, other_time: 4.0508499146
epoch time: 16.1892967224s, input_fired_time: 0.2894592881, output_fired_time: 0.0000000000, propagate_forward_time: 15.1841745377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7156629562
validation[          , genome  7036] predictions:    9760/  10000 (97.60%), best:    9794/10000 (97.94%), error:       760.77588, best error:       654.21790 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 199.4927062988s, input_fired_time: 2.2965304852, output_fired_time: 2.1049146652, propagate_forward_time: 75.3599014282, propagate_backward_time: 115.6947326660, weight_update_time: 0.2159990817, other_time: 4.0366287231
epoch time: 15.7604036331s, input_fired_time: 0.2826378345, output_fired_time: 0.0000000000, propagate_forward_time: 14.7709150314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7068510056
validation[          , genome  7036] predictions:    9775/  10000 (97.75%), best:    9794/10000 (97.94%), error:       760.54651, best error:       654.21790 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 200.1623382568s, input_fired_time: 2.2968568802, output_fired_time: 2.1062304974, propagate_forward_time: 75.7161941528, propagate_backward_time: 116.0168762207, weight_update_time: 0.2160917222, other_time: 4.0261764526
epoch time: 16.1728248596s, input_fired_time: 0.2852801681, output_fired_time: 0.0000000000, propagate_forward_time: 15.2048015594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6827430725
validation[          , genome  7036] predictions:    9762/  10000 (97.62%), best:    9794/10000 (97.94%), error:       727.73694, best error:       654.21790 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 199.7666778564s, input_fired_time: 2.2904360294, output_fired_time: 2.1034977436, propagate_forward_time: 75.4829330444, propagate_backward_time: 115.8991165161, weight_update_time: 0.2135399580, other_time: 3.9906921387
epoch time: 16.2136955261s, input_fired_time: 0.2886579335, output_fired_time: 0.0000000000, propagate_forward_time: 15.2236995697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7013378143
validation[          , genome  7036] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       716.33008, best error:       654.21790 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 200.0346984863s, input_fired_time: 2.3038730621, output_fired_time: 2.1060860157, propagate_forward_time: 75.4755096436, propagate_backward_time: 116.1281890869, weight_update_time: 0.2147144973, other_time: 4.0210418701
epoch time: 16.2544002533s, input_fired_time: 0.2924933732, output_fired_time: 0.0000000000, propagate_forward_time: 15.2398824692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7220239639
validation[          , genome  7036] predictions:    9714/  10000 (97.14%), best:    9794/10000 (97.94%), error:       918.10748, best error:       654.21790 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 199.5587768555s, input_fired_time: 2.2913789749, output_fired_time: 2.0957355499, propagate_forward_time: 75.3915634155, propagate_backward_time: 115.7971572876, weight_update_time: 0.2145127654, other_time: 3.9829406738
epoch time: 16.1272392273s, input_fired_time: 0.2877317369, output_fired_time: 0.0000000000, propagate_forward_time: 15.1356887817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7038183212
validation[          , genome  7036] predictions:    9791/  10000 (97.91%), best:    9794/10000 (97.94%), error:       666.96033, best error:       654.21790 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 199.1951446533s, input_fired_time: 2.2965407372, output_fired_time: 2.0966062546, propagate_forward_time: 75.2500991821, propagate_backward_time: 115.5507507324, weight_update_time: 0.2143734992, other_time: 4.0011520386
epoch time: 16.1017017365s, input_fired_time: 0.2880737484, output_fired_time: 0.0000000000, propagate_forward_time: 15.1058950424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7077331543
validation[          , genome  7036] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       730.88562, best error:       654.21790 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 199.3064880371s, input_fired_time: 2.2890217304, output_fired_time: 2.0941526890, propagate_forward_time: 75.2770309448, propagate_backward_time: 115.6640167236, weight_update_time: 0.2134181559, other_time: 3.9822769165
epoch time: 16.0141639709s, input_fired_time: 0.2874762416, output_fired_time: 0.0000000000, propagate_forward_time: 15.0201091766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7065782547
validation[          , genome  7036] predictions:    9780/  10000 (97.80%), best:    9794/10000 (97.94%), error:       711.84796, best error:       654.21790 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 199.5838470459s, input_fired_time: 2.2922618389, output_fired_time: 2.0947527885, propagate_forward_time: 75.4082870483, propagate_backward_time: 115.7779541016, weight_update_time: 0.2138563991, other_time: 4.0105819702
epoch time: 15.8968448639s, input_fired_time: 0.2853170633, output_fired_time: 0.0000000000, propagate_forward_time: 14.9156999588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6958274841
validation[          , genome  7036] predictions:    9797/  10000 (97.97%), best:    9794/10000 (97.94%), error:       702.60046, best error:       654.21790 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 200.0790100098s, input_fired_time: 2.2925159931, output_fired_time: 2.1003575325, propagate_forward_time: 75.6546707153, propagate_backward_time: 116.0478363037, weight_update_time: 0.2145763636, other_time: 3.9836349487
epoch time: 15.9634208679s, input_fired_time: 0.2816189528, output_fired_time: 0.0000000000, propagate_forward_time: 15.0031719208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6786298752
validation[          , genome  7036] predictions:    9797/  10000 (97.97%), best:    9794/10000 (97.94%), error:       688.10028, best error:       654.21790 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 199.1871032715s, input_fired_time: 2.2885355949, output_fired_time: 2.0917069912, propagate_forward_time: 75.3100814819, propagate_backward_time: 115.5513229370, weight_update_time: 0.2135149390, other_time: 3.9454650879
epoch time: 16.2340564728s, input_fired_time: 0.2882519364, output_fired_time: 0.0000000000, propagate_forward_time: 15.2590103149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6867942810
validation[          , genome  7036] predictions:    9799/  10000 (97.99%), best:    9794/10000 (97.94%), error:       688.05780, best error:       654.21790 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 200.3086242676s, input_fired_time: 2.3016054630, output_fired_time: 2.1046159267, propagate_forward_time: 75.6023712158, propagate_backward_time: 116.2972640991, weight_update_time: 0.2143495530, other_time: 4.0027694702
epoch time: 16.1159248352s, input_fired_time: 0.2837453485, output_fired_time: 0.0000000000, propagate_forward_time: 15.1506538391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6815252304
validation[          , genome  7036] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       686.96234, best error:       654.21790 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 199.6320190430s, input_fired_time: 2.2958476543, output_fired_time: 2.0926635265, propagate_forward_time: 75.3666687012, propagate_backward_time: 115.8756103516, weight_update_time: 0.2167948037, other_time: 4.0012207031
epoch time: 16.0694313049s, input_fired_time: 0.2878525853, output_fired_time: 0.0000000000, propagate_forward_time: 15.0762205124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7053585052
validation[          , genome  7036] predictions:    9767/  10000 (97.67%), best:    9794/10000 (97.94%), error:       771.03558, best error:       654.21790 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 200.2001800537s, input_fired_time: 2.2910180092, output_fired_time: 2.1022136211, propagate_forward_time: 75.6257476807, propagate_backward_time: 116.1967468262, weight_update_time: 0.2138702571, other_time: 3.9844512939
epoch time: 15.8733501434s, input_fired_time: 0.2858475745, output_fired_time: 0.0000000000, propagate_forward_time: 14.8915977478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6959047318
validation[          , genome  7036] predictions:    9760/  10000 (97.60%), best:    9794/10000 (97.94%), error:       812.05603, best error:       654.21790 on epoch:    55, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 199.8190460205s, input_fired_time: 2.2981810570, output_fired_time: 2.0997838974, propagate_forward_time: 75.3979339600, propagate_backward_time: 116.0238647461, weight_update_time: 0.2145476490, other_time: 3.9992828369
epoch time: 16.0795345306s, input_fired_time: 0.2882677317, output_fired_time: 0.0000000000, propagate_forward_time: 15.0894804001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7017860413
validation[          , genome  7036] predictions:    9793/  10000 (97.93%), best:    9794/10000 (97.94%), error:       665.05469, best error:       654.21790 on epoch:    55, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 200.4757537842s, input_fired_time: 2.2939903736, output_fired_time: 2.1037805080, propagate_forward_time: 75.7039260864, propagate_backward_time: 116.4085540771, weight_update_time: 0.2143756598, other_time: 3.9655075073
epoch time: 16.2063980103s, input_fired_time: 0.2861471176, output_fired_time: 0.0000000000, propagate_forward_time: 15.2248353958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6954154968
validation[          , genome  7036] predictions:    9799/  10000 (97.99%), best:    9794/10000 (97.94%), error:       656.84326, best error:       654.21790 on epoch:    55, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 199.8633422852s, input_fired_time: 2.2973980904, output_fired_time: 2.0993607044, propagate_forward_time: 75.3595046997, propagate_backward_time: 116.0871810913, weight_update_time: 0.2165460885, other_time: 4.0198974609
epoch time: 16.1734752655s, input_fired_time: 0.2884747386, output_fired_time: 0.0000000000, propagate_forward_time: 15.1852521896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6997480392
validation[          , genome  7036] predictions:    9801/  10000 (98.01%), best:    9794/10000 (97.94%), error:       657.39838, best error:       654.21790 on epoch:    55, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 200.0947418213s, input_fired_time: 2.3084332943, output_fired_time: 2.1113500595, propagate_forward_time: 75.6420440674, propagate_backward_time: 116.0070648193, weight_update_time: 0.2178009897, other_time: 4.0258636475
epoch time: 15.7172040939s, input_fired_time: 0.2835553288, output_fired_time: 0.0000000000, propagate_forward_time: 14.7269697189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7066793442
validation[          , genome  7036] predictions:    9796/  10000 (97.96%), best:    9794/10000 (97.94%), error:       661.56073, best error:       654.21790 on epoch:    55, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 198.9862823486s, input_fired_time: 2.2931394577, output_fired_time: 2.0956671238, propagate_forward_time: 75.0132980347, propagate_backward_time: 115.5735473633, weight_update_time: 0.2163008451, other_time: 4.0106277466
epoch time: 16.2019958496s, input_fired_time: 0.2886810005, output_fired_time: 0.0000000000, propagate_forward_time: 15.2123498917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7009649277
validation[          , genome  7036] predictions:    9404/  10000 (94.04%), best:    9794/10000 (97.94%), error:      1763.35242, best error:       654.21790 on epoch:    55, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

resetting weights to those on epoch: 55
epoch time: 200.0054473877s, input_fired_time: 2.3034920692, output_fired_time: 2.1142680645, propagate_forward_time: 75.7425308228, propagate_backward_time: 115.7800445557, weight_update_time: 0.2177978307, other_time: 4.0651016235
epoch time: 16.0902099609s, input_fired_time: 0.2804060578, output_fired_time: 0.0000000000, propagate_forward_time: 15.1235847473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6862192154
validation[          , genome  7036] predictions:    9812/  10000 (98.12%), best:    9812/10000 (98.12%), error:       611.16284, best error:       611.16284 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 199.6645355225s, input_fired_time: 2.2972464561, output_fired_time: 2.1117186546, propagate_forward_time: 75.5298080444, propagate_backward_time: 115.6769485474, weight_update_time: 0.2173170596, other_time: 4.0488128662
epoch time: 16.2101955414s, input_fired_time: 0.2897458971, output_fired_time: 0.0000000000, propagate_forward_time: 15.2072315216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7132177353
validation[          , genome  7036] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       604.84192, best error:       604.84192 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 198.9688110352s, input_fired_time: 2.2973458767, output_fired_time: 2.0986049175, propagate_forward_time: 75.3203659058, propagate_backward_time: 115.2092590332, weight_update_time: 0.2162782252, other_time: 4.0432357788
epoch time: 15.8864793777s, input_fired_time: 0.2833341360, output_fired_time: 0.0000000000, propagate_forward_time: 14.9136714935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6894741058
validation[          , genome  7036] predictions:    9810/  10000 (98.10%), best:    9809/10000 (98.09%), error:       605.29620, best error:       604.84192 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 198.5454559326s, input_fired_time: 2.2917914391, output_fired_time: 2.0953435898, propagate_forward_time: 75.0230865479, propagate_backward_time: 115.1021423340, weight_update_time: 0.2161318362, other_time: 4.0330963135
epoch time: 16.1231708527s, input_fired_time: 0.2813398838, output_fired_time: 0.0000000000, propagate_forward_time: 15.1572151184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6846160889
validation[          , genome  7036] predictions:    9796/  10000 (97.96%), best:    9809/10000 (98.09%), error:       656.57098, best error:       604.84192 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 198.2971343994s, input_fired_time: 2.2830755711, output_fired_time: 2.0885891914, propagate_forward_time: 74.9848403931, propagate_backward_time: 114.9207229614, weight_update_time: 0.2154974937, other_time: 4.0198974609
epoch time: 15.9993343353s, input_fired_time: 0.2900710404, output_fired_time: 0.0000000000, propagate_forward_time: 14.9722938538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7369689941
validation[          , genome  7036] predictions:    9794/  10000 (97.94%), best:    9809/10000 (98.09%), error:       670.92914, best error:       604.84192 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 199.6958618164s, input_fired_time: 2.2997317314, output_fired_time: 2.1109688282, propagate_forward_time: 75.2916412354, propagate_backward_time: 115.9124069214, weight_update_time: 0.2185894102, other_time: 4.0811233521
epoch time: 15.9785547256s, input_fired_time: 0.2856893539, output_fired_time: 0.0000000000, propagate_forward_time: 14.9917268753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7011384964
validation[          , genome  7036] predictions:    9720/  10000 (97.20%), best:    9809/10000 (98.09%), error:       945.25085, best error:       604.84192 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 199.9711914063s, input_fired_time: 2.3099274635, output_fired_time: 2.1094603539, propagate_forward_time: 75.5757598877, propagate_backward_time: 115.8901062012, weight_update_time: 0.2191675305, other_time: 4.0859375000
epoch time: 15.9680242538s, input_fired_time: 0.2837417126, output_fired_time: 0.0000000000, propagate_forward_time: 14.9844417572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6998405457
validation[          , genome  7036] predictions:    9799/  10000 (97.99%), best:    9809/10000 (98.09%), error:       660.20819, best error:       604.84192 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 199.7185974121s, input_fired_time: 2.3126718998, output_fired_time: 2.1128544807, propagate_forward_time: 75.4305496216, propagate_backward_time: 115.7566299438, weight_update_time: 0.2197649926, other_time: 4.1058959961
epoch time: 16.2499980927s, input_fired_time: 0.2884915173, output_fired_time: 0.0000000000, propagate_forward_time: 15.2516860962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7098207474
validation[          , genome  7036] predictions:    9807/  10000 (98.07%), best:    9809/10000 (98.09%), error:       634.46503, best error:       604.84192 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 199.6085357666s, input_fired_time: 2.2710330486, output_fired_time: 2.0920867920, propagate_forward_time: 75.5181427002, propagate_backward_time: 115.8825607300, weight_update_time: 0.2081360519, other_time: 3.8447189331
epoch time: 16.1991195679s, input_fired_time: 0.2790967822, output_fired_time: 0.0000000000, propagate_forward_time: 15.2607860565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6592369080
validation[          , genome  7036] predictions:    9805/  10000 (98.05%), best:    9809/10000 (98.09%), error:       613.34570, best error:       604.84192 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 199.6634674072s, input_fired_time: 2.2464642525, output_fired_time: 2.0842874050, propagate_forward_time: 75.7290649414, propagate_backward_time: 115.9118041992, weight_update_time: 0.2010816783, other_time: 3.6918487549
epoch time: 16.0969600677s, input_fired_time: 0.2788331807, output_fired_time: 0.0000000000, propagate_forward_time: 15.1664028168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6517238617
validation[          , genome  7036] predictions:    9798/  10000 (97.98%), best:    9809/10000 (98.09%), error:       625.21893, best error:       604.84192 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 199.2537689209s, input_fired_time: 2.2461109161, output_fired_time: 2.0840406418, propagate_forward_time: 75.5802459717, propagate_backward_time: 115.6607589722, weight_update_time: 0.2007934749, other_time: 3.6826095581
epoch time: 15.8882827759s, input_fired_time: 0.2777154744, output_fired_time: 0.0000000000, propagate_forward_time: 14.9459714890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6645956039
validation[          , genome  7036] predictions:    9774/  10000 (97.74%), best:    9809/10000 (98.09%), error:       751.63824, best error:       604.84192 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 198.2815093994s, input_fired_time: 2.2381408215, output_fired_time: 2.0744554996, propagate_forward_time: 75.1721878052, propagate_backward_time: 115.1401748657, weight_update_time: 0.2000069618, other_time: 3.6565399170
epoch time: 16.1599597931s, input_fired_time: 0.2803701758, output_fired_time: 0.0000000000, propagate_forward_time: 15.2120723724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6675176620
validation[          , genome  7036] predictions:    9799/  10000 (97.99%), best:    9809/10000 (98.09%), error:       650.08246, best error:       604.84192 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 199.0019073486s, input_fired_time: 2.2357969284, output_fired_time: 2.0757932663, propagate_forward_time: 75.3818435669, propagate_backward_time: 115.6635818481, weight_update_time: 0.1998820603, other_time: 3.6448974609
epoch time: 16.2007751465s, input_fired_time: 0.2793349326, output_fired_time: 0.0000000000, propagate_forward_time: 15.2672815323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6541585922
validation[          , genome  7036] predictions:    9778/  10000 (97.78%), best:    9809/10000 (98.09%), error:       670.69324, best error:       604.84192 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 200.1317443848s, input_fired_time: 2.2489366531, output_fired_time: 2.0857720375, propagate_forward_time: 75.9066467285, propagate_backward_time: 116.2405319214, weight_update_time: 0.2001073360, other_time: 3.6498641968
epoch time: 15.8372764587s, input_fired_time: 0.2751497924, output_fired_time: 0.0000000000, propagate_forward_time: 14.9232959747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6388311386
validation[          , genome  7036] predictions:    9816/  10000 (98.16%), best:    9809/10000 (98.09%), error:       630.88013, best error:       604.84192 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 199.9638977051s, input_fired_time: 2.2493913174, output_fired_time: 2.0897128582, propagate_forward_time: 75.7817077637, propagate_backward_time: 116.1996002197, weight_update_time: 0.1995160878, other_time: 3.6434936523
epoch time: 15.6313686371s, input_fired_time: 0.2708249688, output_fired_time: 0.0000000000, propagate_forward_time: 14.7402420044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6203012466
validation[          , genome  7036] predictions:    9802/  10000 (98.02%), best:    9809/10000 (98.09%), error:       640.72571, best error:       604.84192 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 198.7559356689s, input_fired_time: 2.2391824722, output_fired_time: 2.0791621208, propagate_forward_time: 75.2468566895, propagate_backward_time: 115.5831146240, weight_update_time: 0.1984050572, other_time: 3.6076202393
epoch time: 15.8373441696s, input_fired_time: 0.2750576735, output_fired_time: 0.0000000000, propagate_forward_time: 14.9206838608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6416025162
validation[          , genome  7036] predictions:    9787/  10000 (97.87%), best:    9809/10000 (98.09%), error:       689.75226, best error:       604.84192 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 199.2565612793s, input_fired_time: 2.2443575859, output_fired_time: 2.0888178349, propagate_forward_time: 75.5326232910, propagate_backward_time: 115.7838363647, weight_update_time: 0.1992847025, other_time: 3.6069259644
epoch time: 16.0721282959s, input_fired_time: 0.2784076929, output_fired_time: 0.0000000000, propagate_forward_time: 15.1444530487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6492671967
validation[          , genome  7036] predictions:    9805/  10000 (98.05%), best:    9809/10000 (98.09%), error:       647.98218, best error:       604.84192 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 199.1125946045s, input_fired_time: 2.2340769768, output_fired_time: 2.0786919594, propagate_forward_time: 75.4548568726, propagate_backward_time: 115.7697677612, weight_update_time: 0.1974388659, other_time: 3.5752105713
epoch time: 16.1469955444s, input_fired_time: 0.2818145156, output_fired_time: 0.0000000000, propagate_forward_time: 15.2123746872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6528062820
validation[          , genome  7036] predictions:    9791/  10000 (97.91%), best:    9809/10000 (98.09%), error:       669.06097, best error:       604.84192 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 198.5239105225s, input_fired_time: 2.2384746075, output_fired_time: 2.0660562515, propagate_forward_time: 75.1514663696, propagate_backward_time: 115.4536056519, weight_update_time: 0.1988438368, other_time: 3.6143035889
epoch time: 15.7452306747s, input_fired_time: 0.2743880153, output_fired_time: 0.0000000000, propagate_forward_time: 14.8291149139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6417274475
validation[          , genome  7036] predictions:    9766/  10000 (97.66%), best:    9809/10000 (98.09%), error:       751.94836, best error:       604.84192 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 200.2855224609s, input_fired_time: 2.2463471889, output_fired_time: 2.0949265957, propagate_forward_time: 75.9369812012, propagate_backward_time: 116.4029464722, weight_update_time: 0.1993282139, other_time: 3.6043167114
epoch time: 15.8654546738s, input_fired_time: 0.2760392129, output_fired_time: 0.0000000000, propagate_forward_time: 14.9531812668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6362342834
validation[          , genome  7036] predictions:    9813/  10000 (98.13%), best:    9809/10000 (98.09%), error:       636.85950, best error:       604.84192 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 199.4415893555s, input_fired_time: 2.2444798946, output_fired_time: 2.0851197243, propagate_forward_time: 75.5337829590, propagate_backward_time: 115.9656600952, weight_update_time: 0.1990409791, other_time: 3.6125564575
epoch time: 16.1968479156s, input_fired_time: 0.2795336246, output_fired_time: 0.0000000000, propagate_forward_time: 15.2785634995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6387510300
validation[          , genome  7036] predictions:    9793/  10000 (97.93%), best:    9809/10000 (98.09%), error:       676.82935, best error:       604.84192 on epoch:    81, 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: 79.6298141479s, input_fired_time: 1.3730967045, output_fired_time: 0.0000000000, propagate_forward_time: 74.9496078491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3071060181
best training[          , genome  7036] predictions:   49869/  50000 (99.74%), best:    9809/10000 (98.09%), error:       875.39960, best error:       604.84192 on epoch:    81, 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: 15.8670682907s, input_fired_time: 0.2726737857, output_fired_time: 0.0000000000, propagate_forward_time: 14.9515132904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6428813934
   testing[          , genome  7036] predictions:    9828/  10000 (98.28%), best:    9809/10000 (98.09%), error:       580.28448, best error:       604.84192 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:42:43 (6864): called boinc_finish(0)

</stderr_txt>
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