Nameexact_genome_1512568488_43_7061_1
Workunit2606567
Created7 Dec 2017, 23:35:07 UTC
Sent7 Dec 2017, 23:42:57 UTC
Report deadline19 Dec 2017, 8:12:42 UTC
Received9 Dec 2017, 7:39:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time5 hours 47 min 59 sec
CPU time5 hours 47 min 25 sec
Validate stateValid
Credit2,838.50
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.41 MB
Peak swap size159.29 MB
Peak disk usage2.25 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
758.35187 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 189.6304168701s, input_fired_time: 2.2193098068, output_fired_time: 2.0297040939, propagate_forward_time: 72.0429000854, propagate_backward_time: 109.2910842896, weight_update_time: 0.2307053506, other_time: 4.0474090576
epoch time: 15.3781137466s, input_fired_time: 0.2757499218, output_fired_time: 0.0000000000, propagate_forward_time: 14.4181690216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6841945648
validation[          , genome  7061] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       776.24622, best error:       758.35187 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 189.3974456787s, input_fired_time: 2.2014019489, output_fired_time: 2.0163280964, propagate_forward_time: 71.9053802490, propagate_backward_time: 109.3176345825, weight_update_time: 0.2273957878, other_time: 3.9567031860
epoch time: 15.4258928299s, input_fired_time: 0.2786217928, output_fired_time: 0.0000000000, propagate_forward_time: 14.4579038620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6893672943
validation[          , genome  7061] predictions:    9759/  10000 (97.59%), best:    9779/10000 (97.79%), error:       822.31281, best error:       758.35187 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 189.7803802490s, input_fired_time: 2.2094247341, output_fired_time: 2.0273659229, propagate_forward_time: 71.9707641602, propagate_backward_time: 109.5311279297, weight_update_time: 0.2308436334, other_time: 4.0417022705
epoch time: 15.5619411469s, input_fired_time: 0.2799022794, output_fired_time: 0.0000000000, propagate_forward_time: 14.5919513702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6900873184
validation[          , genome  7061] predictions:    9739/  10000 (97.39%), best:    9779/10000 (97.79%), error:       828.97089, best error:       758.35187 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 189.4050750732s, input_fired_time: 2.1973950863, output_fired_time: 2.0191926956, propagate_forward_time: 71.8613586426, propagate_backward_time: 109.3348693848, weight_update_time: 0.2283050567, other_time: 3.9922637939
epoch time: 15.2182941437s, input_fired_time: 0.2727337182, output_fired_time: 0.0000000000, propagate_forward_time: 14.2687349319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6768255234
validation[          , genome  7061] predictions:    9756/  10000 (97.56%), best:    9779/10000 (97.79%), error:       808.51581, best error:       758.35187 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 188.4477844238s, input_fired_time: 2.2002704144, output_fired_time: 2.0048148632, propagate_forward_time: 71.3969573975, propagate_backward_time: 108.8508148193, weight_update_time: 0.2288523763, other_time: 3.9949188232
epoch time: 15.4526863098s, input_fired_time: 0.2788920105, output_fired_time: 0.0000000000, propagate_forward_time: 14.4792871475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6945075989
validation[          , genome  7061] predictions:    9723/  10000 (97.23%), best:    9779/10000 (97.79%), error:       870.53162, best error:       758.35187 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 189.3309783936s, input_fired_time: 2.2161221504, output_fired_time: 2.0252761841, propagate_forward_time: 71.7964019775, propagate_backward_time: 109.2751922607, weight_update_time: 0.2292804420, other_time: 4.0179748535
epoch time: 15.2506561279s, input_fired_time: 0.2762844563, output_fired_time: 0.0000000000, propagate_forward_time: 14.2777299881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6966419220
validation[          , genome  7061] predictions:    9711/  10000 (97.11%), best:    9779/10000 (97.79%), error:       943.00403, best error:       758.35187 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 189.5277862549s, input_fired_time: 2.2202508450, output_fired_time: 2.0291020870, propagate_forward_time: 71.9170684814, propagate_backward_time: 109.3353652954, weight_update_time: 0.2292220891, other_time: 4.0260086060
epoch time: 15.4330110550s, input_fired_time: 0.2785757184, output_fired_time: 0.0000000000, propagate_forward_time: 14.4466037750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7078313828
validation[          , genome  7061] predictions:    9742/  10000 (97.42%), best:    9779/10000 (97.79%), error:       800.96228, best error:       758.35187 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 188.5307617188s, input_fired_time: 2.2031424046, output_fired_time: 2.0130357742, propagate_forward_time: 71.5112228394, propagate_backward_time: 108.8312225342, weight_update_time: 0.2277439386, other_time: 3.9721450806
epoch time: 15.2745456696s, input_fired_time: 0.2804767191, output_fired_time: 0.0000000000, propagate_forward_time: 14.2828273773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7112417221
validation[          , genome  7061] predictions:    9703/  10000 (97.03%), best:    9779/10000 (97.79%), error:       974.14636, best error:       758.35187 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 188.9661560059s, input_fired_time: 2.2065076828, output_fired_time: 2.0113649368, propagate_forward_time: 71.7147064209, propagate_backward_time: 109.0333480835, weight_update_time: 0.2280926257, other_time: 4.0002212524
epoch time: 15.4380578995s, input_fired_time: 0.2817751467, output_fired_time: 0.0000000000, propagate_forward_time: 14.4474668503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7088155746
validation[          , genome  7061] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       748.43268, best error:       748.43268 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 189.4824066162s, input_fired_time: 2.2168400288, output_fired_time: 2.0224404335, propagate_forward_time: 71.9386444092, propagate_backward_time: 109.3042221069, weight_update_time: 0.2284996957, other_time: 4.0002517700
epoch time: 15.4682226181s, input_fired_time: 0.2782776952, output_fired_time: 0.0000000000, propagate_forward_time: 14.4962482452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6936969757
validation[          , genome  7061] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       701.21387, best error:       701.21387 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 188.3551025391s, input_fired_time: 2.2139849663, output_fired_time: 2.0224111080, propagate_forward_time: 71.3209838867, propagate_backward_time: 108.7489852905, weight_update_time: 0.2313232720, other_time: 4.0487289429
epoch time: 15.3468704224s, input_fired_time: 0.2735610604, output_fired_time: 0.0000000000, propagate_forward_time: 14.3986101151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6746988297
validation[          , genome  7061] predictions:    9788/  10000 (97.88%), best:    9782/10000 (97.82%), error:       726.85596, best error:       701.21387 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 189.0951080322s, input_fired_time: 2.2083868980, output_fired_time: 2.0125098228, propagate_forward_time: 71.6718139648, propagate_backward_time: 109.2064208984, weight_update_time: 0.2270112038, other_time: 3.9959716797
epoch time: 15.4385204315s, input_fired_time: 0.2833388150, output_fired_time: 0.0000000000, propagate_forward_time: 14.4181461334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7370357513
validation[          , genome  7061] predictions:    9769/  10000 (97.69%), best:    9782/10000 (97.82%), error:       734.46039, best error:       701.21387 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 188.4323730469s, input_fired_time: 2.2017931938, output_fired_time: 2.0048701763, propagate_forward_time: 71.4122924805, propagate_backward_time: 108.8419036865, weight_update_time: 0.2259119898, other_time: 3.9715118408
epoch time: 15.4585466385s, input_fired_time: 0.2784466445, output_fired_time: 0.0000000000, propagate_forward_time: 14.4779663086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7021341324
validation[          , genome  7061] predictions:    9781/  10000 (97.81%), best:    9782/10000 (97.82%), error:       732.76373, best error:       701.21387 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 189.8013305664s, input_fired_time: 2.2216520309, output_fired_time: 2.0278670788, propagate_forward_time: 71.9848098755, propagate_backward_time: 109.5167846680, weight_update_time: 0.2301626652, other_time: 4.0502243042
epoch time: 15.3584413528s, input_fired_time: 0.2767806053, output_fired_time: 0.0000000000, propagate_forward_time: 14.3853931427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6962680817
validation[          , genome  7061] predictions:    9766/  10000 (97.66%), best:    9782/10000 (97.82%), error:       758.57104, best error:       701.21387 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 189.5467071533s, input_fired_time: 2.2149114609, output_fired_time: 2.0232288837, propagate_forward_time: 71.9678497314, propagate_backward_time: 109.3669586182, weight_update_time: 0.2276922464, other_time: 3.9737701416
epoch time: 15.4493970871s, input_fired_time: 0.2828073502, output_fired_time: 0.0000000000, propagate_forward_time: 14.4701423645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6964473724
validation[          , genome  7061] predictions:    9779/  10000 (97.79%), best:    9782/10000 (97.82%), error:       749.71161, best error:       701.21387 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 189.9398193359s, input_fired_time: 2.2189433575, output_fired_time: 2.0290126801, propagate_forward_time: 72.0174713135, propagate_backward_time: 109.6746673584, weight_update_time: 0.2288119346, other_time: 3.9997253418
epoch time: 15.4531021118s, input_fired_time: 0.2814469934, output_fired_time: 0.0000000000, propagate_forward_time: 14.4613752365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7102794647
validation[          , genome  7061] predictions:    9732/  10000 (97.32%), best:    9782/10000 (97.82%), error:       847.80743, best error:       701.21387 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 189.8437805176s, input_fired_time: 2.2132422924, output_fired_time: 2.0142524242, propagate_forward_time: 72.0107269287, propagate_backward_time: 109.6508255005, weight_update_time: 0.2264782637, other_time: 3.9547348022
epoch time: 15.0635128021s, input_fired_time: 0.2759281695, output_fired_time: 0.0000000000, propagate_forward_time: 14.0992507935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6883335114
validation[          , genome  7061] predictions:    9763/  10000 (97.63%), best:    9782/10000 (97.82%), error:       776.76935, best error:       701.21387 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 188.6172180176s, input_fired_time: 2.2050595284, output_fired_time: 2.0112979412, propagate_forward_time: 71.5258331299, propagate_backward_time: 108.9144592285, weight_update_time: 0.2258843929, other_time: 3.9605712891
epoch time: 15.3775663376s, input_fired_time: 0.2801050246, output_fired_time: 0.0000000000, propagate_forward_time: 14.4073352814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6901264191
validation[          , genome  7061] predictions:    9758/  10000 (97.58%), best:    9782/10000 (97.82%), error:       792.90723, best error:       701.21387 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 189.3267517090s, input_fired_time: 2.2111015320, output_fired_time: 2.0219135284, propagate_forward_time: 71.6855926514, propagate_backward_time: 109.4143600464, weight_update_time: 0.2282411754, other_time: 3.9937820435
epoch time: 15.1270494461s, input_fired_time: 0.2698229551, output_fired_time: 0.0000000000, propagate_forward_time: 14.1952257156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6620006561
validation[          , genome  7061] predictions:    9734/  10000 (97.34%), best:    9782/10000 (97.82%), error:       896.46716, best error:       701.21387 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 189.1420745850s, input_fired_time: 2.2011985779, output_fired_time: 2.0104398727, propagate_forward_time: 71.8966445923, propagate_backward_time: 109.1265182495, weight_update_time: 0.2238342762, other_time: 3.9072723389
epoch time: 15.3903179169s, input_fired_time: 0.2839690745, output_fired_time: 0.0000000000, propagate_forward_time: 14.3978376389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7085113525
validation[          , genome  7061] predictions:    9765/  10000 (97.65%), best:    9782/10000 (97.82%), error:       800.05042, best error:       701.21387 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 188.7395629883s, input_fired_time: 2.2059566975, output_fired_time: 2.0106692314, propagate_forward_time: 71.7000198364, propagate_backward_time: 108.8647232056, weight_update_time: 0.2261556536, other_time: 3.9581909180
epoch time: 15.3083858490s, input_fired_time: 0.2776315808, output_fired_time: 0.0000000000, propagate_forward_time: 14.3513317108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6794223785
validation[          , genome  7061] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       700.89166, best error:       700.89166 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 188.7532653809s, input_fired_time: 2.2148814201, output_fired_time: 2.0099630356, propagate_forward_time: 71.5754623413, propagate_backward_time: 108.9524765015, weight_update_time: 0.2268115431, other_time: 4.0004882813
epoch time: 15.4689025879s, input_fired_time: 0.2818391621, output_fired_time: 0.0000000000, propagate_forward_time: 14.4942913055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6927719116
validation[          , genome  7061] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       688.12061, best error:       688.12061 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 188.0580139160s, input_fired_time: 2.1938514709, output_fired_time: 1.9984267950, propagate_forward_time: 71.2615280151, propagate_backward_time: 108.6533737183, weight_update_time: 0.2259262949, other_time: 3.9508361816
epoch time: 15.2462396622s, input_fired_time: 0.2782950997, output_fired_time: 0.0000000000, propagate_forward_time: 14.2765274048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6914167404
validation[          , genome  7061] predictions:    9776/  10000 (97.76%), best:    9796/10000 (97.96%), error:       733.18787, best error:       688.12061 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 189.9806060791s, input_fired_time: 2.2138638496, output_fired_time: 2.0182852745, propagate_forward_time: 71.9791107178, propagate_backward_time: 109.7874908447, weight_update_time: 0.2271223962, other_time: 3.9818572998
epoch time: 15.4030246735s, input_fired_time: 0.2859331667, output_fired_time: 0.0000000000, propagate_forward_time: 14.4051399231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7119512558
validation[          , genome  7061] predictions:    9761/  10000 (97.61%), best:    9796/10000 (97.96%), error:       748.80621, best error:       688.12061 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 188.9170532227s, input_fired_time: 2.2104973793, output_fired_time: 2.0093486309, propagate_forward_time: 71.7371978760, propagate_backward_time: 108.9937667847, weight_update_time: 0.2274357527, other_time: 3.9662399292
epoch time: 15.1295337677s, input_fired_time: 0.2759102285, output_fired_time: 0.0000000000, propagate_forward_time: 14.1766500473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6769733429
validation[          , genome  7061] predictions:    9775/  10000 (97.75%), best:    9796/10000 (97.96%), error:       698.42908, best error:       688.12061 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 189.9419708252s, input_fired_time: 2.2106003761, output_fired_time: 2.0197031498, propagate_forward_time: 72.0055465698, propagate_backward_time: 109.7768936157, weight_update_time: 0.2241358608, other_time: 3.9292297363
epoch time: 15.3210096359s, input_fired_time: 0.2792893946, output_fired_time: 0.0000000000, propagate_forward_time: 14.3444051743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6973152161
validation[          , genome  7061] predictions:    9740/  10000 (97.40%), best:    9796/10000 (97.96%), error:       839.59503, best error:       688.12061 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 189.1091156006s, input_fired_time: 2.2134287357, output_fired_time: 2.0134019852, propagate_forward_time: 71.8353576660, propagate_backward_time: 109.0812606812, weight_update_time: 0.2267608494, other_time: 3.9656753540
epoch time: 15.1265897751s, input_fired_time: 0.2708281279, output_fired_time: 0.0000000000, propagate_forward_time: 14.1803607941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6754007339
validation[          , genome  7061] predictions:    9746/  10000 (97.46%), best:    9796/10000 (97.96%), error:       759.02148, best error:       688.12061 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 189.0458831787s, input_fired_time: 2.2014694214, output_fired_time: 2.0056784153, propagate_forward_time: 71.8349075317, propagate_backward_time: 109.0931396484, weight_update_time: 0.2239464670, other_time: 3.9106979370
epoch time: 15.4021015167s, input_fired_time: 0.2802197337, output_fired_time: 0.0000000000, propagate_forward_time: 14.4270181656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6948633194
validation[          , genome  7061] predictions:    9784/  10000 (97.84%), best:    9796/10000 (97.96%), error:       719.13733, best error:       688.12061 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 189.2563629150s, input_fired_time: 2.2097356319, output_fired_time: 2.0062327385, propagate_forward_time: 71.9284973145, propagate_backward_time: 109.1693496704, weight_update_time: 0.2266098261, other_time: 3.9425582886
epoch time: 15.5341806412s, input_fired_time: 0.2855051160, output_fired_time: 0.0000000000, propagate_forward_time: 14.5422096252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7064657211
validation[          , genome  7061] predictions:    9779/  10000 (97.79%), best:    9796/10000 (97.96%), error:       705.01477, best error:       688.12061 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 189.3884277344s, input_fired_time: 2.2143080235, output_fired_time: 2.0117061138, propagate_forward_time: 71.8153152466, propagate_backward_time: 109.3901824951, weight_update_time: 0.2261781543, other_time: 3.9569168091
epoch time: 15.0272865295s, input_fired_time: 0.2719304264, output_fired_time: 0.0000000000, propagate_forward_time: 14.0828390121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6725168228
validation[          , genome  7061] predictions:    9751/  10000 (97.51%), best:    9796/10000 (97.96%), error:       777.23206, best error:       688.12061 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 189.5707855225s, input_fired_time: 2.2188804150, output_fired_time: 2.0144374371, propagate_forward_time: 72.0757827759, propagate_backward_time: 109.2791213989, weight_update_time: 0.2277833372, other_time: 3.9825592041
epoch time: 15.3634366989s, input_fired_time: 0.2805058956, output_fired_time: 0.0000000000, propagate_forward_time: 14.3858213425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6971092224
validation[          , genome  7061] predictions:    9738/  10000 (97.38%), best:    9796/10000 (97.96%), error:       860.46259, best error:       688.12061 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 189.9836730957s, input_fired_time: 2.2115557194, output_fired_time: 2.0114068985, propagate_forward_time: 71.9004135132, propagate_backward_time: 109.9357376099, weight_update_time: 0.2249213010, other_time: 3.9245452881
epoch time: 15.3582210541s, input_fired_time: 0.2773504555, output_fired_time: 0.0000000000, propagate_forward_time: 14.4099693298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6709012985
validation[          , genome  7061] predictions:    9767/  10000 (97.67%), best:    9796/10000 (97.96%), error:       816.63135, best error:       688.12061 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 190.3320312500s, input_fired_time: 2.1971244812, output_fired_time: 1.9912667274, propagate_forward_time: 71.3060913086, propagate_backward_time: 110.9262008667, weight_update_time: 0.2246770263, other_time: 3.9113388062
epoch time: 15.2791194916s, input_fired_time: 0.2755938172, output_fired_time: 0.0000000000, propagate_forward_time: 14.3348493576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6686763763
validation[          , genome  7061] predictions:    9781/  10000 (97.81%), best:    9796/10000 (97.96%), error:       743.30182, best error:       688.12061 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 192.1837158203s, input_fired_time: 2.2020866871, output_fired_time: 2.0088856220, propagate_forward_time: 72.2458801270, propagate_backward_time: 111.8535766602, weight_update_time: 0.2228896767, other_time: 3.8732910156
epoch time: 15.3382272720s, input_fired_time: 0.2797804773, output_fired_time: 0.0000000000, propagate_forward_time: 14.3718576431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6865892410
validation[          , genome  7061] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       660.15472, best error:       660.15472 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 191.2732391357s, input_fired_time: 2.1971113682, output_fired_time: 2.0027942657, propagate_forward_time: 71.8732986450, propagate_backward_time: 111.3468246460, weight_update_time: 0.2205585092, other_time: 3.8532104492
epoch time: 15.3467779160s, input_fired_time: 0.2768097520, output_fired_time: 0.0000000000, propagate_forward_time: 14.3839578629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6860103607
validation[          , genome  7061] predictions:    9722/  10000 (97.22%), best:    9791/10000 (97.91%), error:       867.34595, best error:       660.15472 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 190.5008697510s, input_fired_time: 2.2066481113, output_fired_time: 1.9915407896, propagate_forward_time: 71.4872741699, propagate_backward_time: 110.8806533813, weight_update_time: 0.2241558582, other_time: 3.9347457886
epoch time: 15.2449398041s, input_fired_time: 0.2784548402, output_fired_time: 0.0000000000, propagate_forward_time: 14.3004770279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6660079956
validation[          , genome  7061] predictions:    9768/  10000 (97.68%), best:    9791/10000 (97.91%), error:       792.42029, best error:       660.15472 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 190.8200988770s, input_fired_time: 2.2125473022, output_fired_time: 2.0022232533, propagate_forward_time: 71.5593338013, propagate_backward_time: 111.1193389893, weight_update_time: 0.2244266868, other_time: 3.9266433716
epoch time: 15.3999948502s, input_fired_time: 0.2807982564, output_fired_time: 0.0000000000, propagate_forward_time: 14.4352712631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6839256287
validation[          , genome  7061] predictions:    9758/  10000 (97.58%), best:    9791/10000 (97.91%), error:       807.38702, best error:       660.15472 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 190.7775726318s, input_fired_time: 2.1948356628, output_fired_time: 1.9943004847, propagate_forward_time: 71.5376281738, propagate_backward_time: 111.1696929932, weight_update_time: 0.2234897166, other_time: 3.8811187744
epoch time: 15.3259973526s, input_fired_time: 0.2778281271, output_fired_time: 0.0000000000, propagate_forward_time: 14.3632669449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6849021912
validation[          , genome  7061] predictions:    9777/  10000 (97.77%), best:    9791/10000 (97.91%), error:       712.77966, best error:       660.15472 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 191.5136413574s, input_fired_time: 2.2069339752, output_fired_time: 2.0054943562, propagate_forward_time: 71.9585113525, propagate_backward_time: 111.4264755249, weight_update_time: 0.2261920720, other_time: 3.9162216187
epoch time: 15.3972568512s, input_fired_time: 0.2828538716, output_fired_time: 0.0000000000, propagate_forward_time: 14.4155292511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6988735199
validation[          , genome  7061] predictions:    9735/  10000 (97.35%), best:    9791/10000 (97.91%), error:       818.78784, best error:       660.15472 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 189.6039276123s, input_fired_time: 2.2015585899, output_fired_time: 1.9870450497, propagate_forward_time: 70.9975280762, propagate_backward_time: 110.4997634888, weight_update_time: 0.2248444855, other_time: 3.9180374146
epoch time: 15.3598480225s, input_fired_time: 0.2817480564, output_fired_time: 0.0000000000, propagate_forward_time: 14.3970241547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6810760498
validation[          , genome  7061] predictions:    9769/  10000 (97.69%), best:    9791/10000 (97.91%), error:       740.52802, best error:       660.15472 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 190.8768615723s, input_fired_time: 2.2090532780, output_fired_time: 2.0015923977, propagate_forward_time: 71.6555557251, propagate_backward_time: 111.1360626221, weight_update_time: 0.2229572237, other_time: 3.8745956421
epoch time: 15.1670274734s, input_fired_time: 0.2753260136, output_fired_time: 0.0000000000, propagate_forward_time: 14.2284212112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6632804871
validation[          , genome  7061] predictions:    9790/  10000 (97.90%), best:    9791/10000 (97.91%), error:       733.31396, best error:       660.15472 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 191.8652343750s, input_fired_time: 2.2159295082, output_fired_time: 2.0137705803, propagate_forward_time: 72.1056671143, propagate_backward_time: 111.6393508911, weight_update_time: 0.2226485461, other_time: 3.8905258179
epoch time: 15.4393644333s, input_fired_time: 0.2827526033, output_fired_time: 0.0000000000, propagate_forward_time: 14.4585494995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6980619431
validation[          , genome  7061] predictions:    9767/  10000 (97.67%), best:    9791/10000 (97.91%), error:       783.03351, best error:       660.15472 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 190.8958587646s, input_fired_time: 2.2062389851, output_fired_time: 1.9970645905, propagate_forward_time: 71.7523040771, propagate_backward_time: 111.0599822998, weight_update_time: 0.2216506600, other_time: 3.8802642822
epoch time: 15.2877082825s, input_fired_time: 0.2752282023, output_fired_time: 0.0000000000, propagate_forward_time: 14.3439044952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6685752869
validation[          , genome  7061] predictions:    9790/  10000 (97.90%), best:    9791/10000 (97.91%), error:       681.48944, best error:       660.15472 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 191.0354003906s, input_fired_time: 2.2141957283, output_fired_time: 1.9994082451, propagate_forward_time: 71.6001968384, propagate_backward_time: 111.2578659058, weight_update_time: 0.2250580192, other_time: 3.9637298584
epoch time: 15.2775049210s, input_fired_time: 0.2797343433, output_fired_time: 0.0000000000, propagate_forward_time: 14.3174905777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6802797318
validation[          , genome  7061] predictions:    9779/  10000 (97.79%), best:    9791/10000 (97.91%), error:       685.69940, best error:       660.15472 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 190.8097381592s, input_fired_time: 2.1996927261, output_fired_time: 1.9965052605, propagate_forward_time: 71.6592864990, propagate_backward_time: 111.1031341553, weight_update_time: 0.2210382372, other_time: 3.8511199951
epoch time: 15.4205226898s, input_fired_time: 0.2807849348, output_fired_time: 0.0000000000, propagate_forward_time: 14.4588785172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6808595657
validation[          , genome  7061] predictions:    9771/  10000 (97.71%), best:    9791/10000 (97.91%), error:       713.08722, best error:       660.15472 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 190.4268798828s, input_fired_time: 2.2034308910, output_fired_time: 2.0010056496, propagate_forward_time: 71.3912124634, propagate_backward_time: 110.9093704224, weight_update_time: 0.2237185836, other_time: 3.9218597412
epoch time: 15.3249320984s, input_fired_time: 0.2781701684, output_fired_time: 0.0000000000, propagate_forward_time: 14.3696584702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6771030426
validation[          , genome  7061] predictions:    9758/  10000 (97.58%), best:    9791/10000 (97.91%), error:       761.72150, best error:       660.15472 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 192.0130767822s, input_fired_time: 2.2100434303, output_fired_time: 2.0085484982, propagate_forward_time: 72.1957855225, propagate_backward_time: 111.7186279297, weight_update_time: 0.2219163924, other_time: 3.8800811768
epoch time: 15.2568073273s, input_fired_time: 0.2795219123, output_fired_time: 0.0000000000, propagate_forward_time: 14.2993450165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6779403687
validation[          , genome  7061] predictions:    9785/  10000 (97.85%), best:    9791/10000 (97.91%), error:       733.65887, best error:       660.15472 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 190.1866760254s, input_fired_time: 2.2048337460, output_fired_time: 1.9873734713, propagate_forward_time: 71.3876266479, propagate_backward_time: 110.7374801636, weight_update_time: 0.2218718380, other_time: 3.8693542480
epoch time: 15.3914756775s, input_fired_time: 0.2815171480, output_fired_time: 0.0000000000, propagate_forward_time: 14.4293518066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6806068420
validation[          , genome  7061] predictions:    9784/  10000 (97.84%), best:    9791/10000 (97.91%), error:       698.32123, best error:       660.15472 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 191.4022521973s, input_fired_time: 2.2127175331, output_fired_time: 2.0016641617, propagate_forward_time: 71.8203887939, propagate_backward_time: 111.4720230103, weight_update_time: 0.2235485911, other_time: 3.8954544067
epoch time: 15.4295158386s, input_fired_time: 0.2807045579, output_fired_time: 0.0000000000, propagate_forward_time: 14.4673023224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6815090179
validation[          , genome  7061] predictions:    9738/  10000 (97.38%), best:    9791/10000 (97.91%), error:       852.42737, best error:       660.15472 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 191.1404724121s, input_fired_time: 2.2108337879, output_fired_time: 2.0028574467, propagate_forward_time: 71.7561645508, propagate_backward_time: 111.2911529541, weight_update_time: 0.2208445966, other_time: 3.8794708252
epoch time: 15.3123064041s, input_fired_time: 0.2765358388, output_fired_time: 0.0000000000, propagate_forward_time: 14.3612318039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6745386124
validation[          , genome  7061] predictions:    9774/  10000 (97.74%), best:    9791/10000 (97.91%), error:       731.35938, best error:       660.15472 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 190.5777740479s, input_fired_time: 2.2022294998, output_fired_time: 1.9915676117, propagate_forward_time: 71.5454864502, propagate_backward_time: 110.9827575684, weight_update_time: 0.2217750400, other_time: 3.8557434082
epoch time: 15.4257879257s, input_fired_time: 0.2801639140, output_fired_time: 0.0000000000, propagate_forward_time: 14.4666957855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6789283752
validation[          , genome  7061] predictions:    9814/  10000 (98.14%), best:    9814/10000 (98.14%), error:       641.47803, best error:       641.47803 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 191.1297760010s, input_fired_time: 2.2110917568, output_fired_time: 1.9993129969, propagate_forward_time: 71.7037353516, propagate_backward_time: 111.3461532593, weight_update_time: 0.2216117084, other_time: 3.8694839478
epoch time: 15.3427295685s, input_fired_time: 0.2780841589, output_fired_time: 0.0000000000, propagate_forward_time: 14.3861961365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6784496307
validation[          , genome  7061] predictions:    9772/  10000 (97.72%), best:    9814/10000 (98.14%), error:       728.78333, best error:       641.47803 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 189.5005798340s, input_fired_time: 2.1849400997, output_fired_time: 1.9726175070, propagate_forward_time: 71.1132659912, propagate_backward_time: 110.4557418823, weight_update_time: 0.2168286145, other_time: 3.7740249634
epoch time: 15.2287368774s, input_fired_time: 0.2760075033, output_fired_time: 0.0000000000, propagate_forward_time: 14.2968769073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6558523178
validation[          , genome  7061] predictions:    9759/  10000 (97.59%), best:    9814/10000 (98.14%), error:       809.70776, best error:       641.47803 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 190.8335418701s, input_fired_time: 2.1944479942, output_fired_time: 1.9909347296, propagate_forward_time: 71.6452178955, propagate_backward_time: 111.2122192383, weight_update_time: 0.2186323404, other_time: 3.7907257080
epoch time: 15.0933284760s, input_fired_time: 0.2717368603, output_fired_time: 0.0000000000, propagate_forward_time: 14.1673126221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6542787552
validation[          , genome  7061] predictions:    9767/  10000 (97.67%), best:    9814/10000 (98.14%), error:       741.76794, best error:       641.47803 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 191.1229095459s, input_fired_time: 2.1895427704, output_fired_time: 1.9917744398, propagate_forward_time: 71.7639007568, propagate_backward_time: 111.3476562500, weight_update_time: 0.2194296122, other_time: 3.8300323486
epoch time: 15.3584232330s, input_fired_time: 0.2788674831, output_fired_time: 0.0000000000, propagate_forward_time: 14.4074373245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6721181870
validation[          , genome  7061] predictions:    9800/  10000 (98.00%), best:    9814/10000 (98.14%), error:       657.96704, best error:       641.47803 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 190.2925567627s, input_fired_time: 2.1912956238, output_fired_time: 1.9881734848, propagate_forward_time: 71.3891143799, propagate_backward_time: 110.9139099121, weight_update_time: 0.2189507931, other_time: 3.8100585938
epoch time: 15.2893009186s, input_fired_time: 0.2777099013, output_fired_time: 0.0000000000, propagate_forward_time: 14.3500471115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6615438461
validation[          , genome  7061] predictions:    9755/  10000 (97.55%), best:    9814/10000 (98.14%), error:       781.94604, best error:       641.47803 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 191.1237640381s, input_fired_time: 2.2005286217, output_fired_time: 1.9962595701, propagate_forward_time: 71.8028717041, propagate_backward_time: 111.3017120361, weight_update_time: 0.2203061581, other_time: 3.8223876953
epoch time: 15.4166965485s, input_fired_time: 0.2761708200, output_fired_time: 0.0000000000, propagate_forward_time: 14.4794292450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6610965729
validation[          , genome  7061] predictions:    9786/  10000 (97.86%), best:    9814/10000 (98.14%), error:       715.52710, best error:       641.47803 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 190.6300506592s, input_fired_time: 2.1949012280, output_fired_time: 1.9928703308, propagate_forward_time: 71.5696792603, propagate_backward_time: 111.0638427734, weight_update_time: 0.2177598476, other_time: 3.8087539673
epoch time: 15.4717674255s, input_fired_time: 0.2786176801, output_fired_time: 0.0000000000, propagate_forward_time: 14.5134963989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6796531677
validation[          , genome  7061] predictions:    9777/  10000 (97.77%), best:    9814/10000 (98.14%), error:       735.36377, best error:       641.47803 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 191.5251159668s, input_fired_time: 2.2059378624, output_fired_time: 2.0044560432, propagate_forward_time: 71.9393997192, propagate_backward_time: 111.5686569214, weight_update_time: 0.2191904634, other_time: 3.8066711426
epoch time: 15.3884153366s, input_fired_time: 0.2818816900, output_fired_time: 0.0000000000, propagate_forward_time: 14.4290227890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6775112152
validation[          , genome  7061] predictions:    9787/  10000 (97.87%), best:    9814/10000 (98.14%), error:       688.83398, best error:       641.47803 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 192.0714569092s, input_fired_time: 2.2151448727, output_fired_time: 2.0043332577, propagate_forward_time: 72.1891937256, propagate_backward_time: 111.8324966431, weight_update_time: 0.2204212993, other_time: 3.8302841187
epoch time: 15.1915025711s, input_fired_time: 0.2767760754, output_fired_time: 0.0000000000, propagate_forward_time: 14.2495393753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6651868820
validation[          , genome  7061] predictions:    9798/  10000 (97.98%), best:    9814/10000 (98.14%), error:       665.40521, best error:       641.47803 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 191.1345977783s, input_fired_time: 2.2017107010, output_fired_time: 1.9870018959, propagate_forward_time: 71.7870407104, propagate_backward_time: 111.3457336426, weight_update_time: 0.2190936655, other_time: 3.8131179810
epoch time: 15.2987356186s, input_fired_time: 0.2793078423, output_fired_time: 0.0000000000, propagate_forward_time: 14.3297309875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6896972656
validation[          , genome  7061] predictions:    9791/  10000 (97.91%), best:    9814/10000 (98.14%), error:       675.92487, best error:       641.47803 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 191.2057189941s, input_fired_time: 2.2023875713, output_fired_time: 2.0006561279, propagate_forward_time: 71.8294067383, propagate_backward_time: 111.3474731445, weight_update_time: 0.2196369320, other_time: 3.8257904053
epoch time: 15.3933296204s, input_fired_time: 0.2784174383, output_fired_time: 0.0000000000, propagate_forward_time: 14.4534797668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6614322662
validation[          , genome  7061] predictions:    9758/  10000 (97.58%), best:    9814/10000 (98.14%), error:       765.98834, best error:       641.47803 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 190.9087829590s, input_fired_time: 2.2106113434, output_fired_time: 1.9955074787, propagate_forward_time: 71.6480255127, propagate_backward_time: 111.2036437988, weight_update_time: 0.2202087939, other_time: 3.8509826660
epoch time: 15.4849271774s, input_fired_time: 0.2830562294, output_fired_time: 0.0000000000, propagate_forward_time: 14.5187902451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6830806732
validation[          , genome  7061] predictions:    9785/  10000 (97.85%), best:    9814/10000 (98.14%), error:       741.63177, best error:       641.47803 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 192.0383758545s, input_fired_time: 2.2244665623, output_fired_time: 2.0050497055, propagate_forward_time: 72.1918411255, propagate_backward_time: 111.7047576904, weight_update_time: 0.2235946655, other_time: 3.9122543335
epoch time: 15.4012975693s, input_fired_time: 0.2838636339, output_fired_time: 0.0000000000, propagate_forward_time: 14.4350233078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6824102402
validation[          , genome  7061] predictions:    9732/  10000 (97.32%), best:    9814/10000 (98.14%), error:       850.42310, best error:       641.47803 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 189.8673248291s, input_fired_time: 2.2077946663, output_fired_time: 1.9911843538, propagate_forward_time: 71.2084350586, propagate_backward_time: 110.5941925049, weight_update_time: 0.2203174233, other_time: 3.8657226563
epoch time: 15.1680784225s, input_fired_time: 0.2788865566, output_fired_time: 0.0000000000, propagate_forward_time: 14.2240343094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6651573181
validation[          , genome  7061] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       634.22986, best error:       634.22986 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 191.8277587891s, input_fired_time: 2.2359542847, output_fired_time: 2.0149750710, propagate_forward_time: 71.9275131226, propagate_backward_time: 111.6746520996, weight_update_time: 0.2255330831, other_time: 3.9746627808
epoch time: 15.4369564056s, input_fired_time: 0.2838267386, output_fired_time: 0.0000000000, propagate_forward_time: 14.4683189392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6848106384
validation[          , genome  7061] predictions:    9762/  10000 (97.62%), best:    9807/10000 (98.07%), error:       769.33612, best error:       634.22986 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 191.5424804688s, input_fired_time: 2.2249126434, output_fired_time: 2.0093238354, propagate_forward_time: 71.8223648071, propagate_backward_time: 111.5747451782, weight_update_time: 0.2248081267, other_time: 3.9111328125
epoch time: 15.3428173065s, input_fired_time: 0.2812806666, output_fired_time: 0.0000000000, propagate_forward_time: 14.3694896698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6920471191
validation[          , genome  7061] predictions:    9778/  10000 (97.78%), best:    9807/10000 (98.07%), error:       749.45703, best error:       634.22986 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 191.7917480469s, input_fired_time: 2.2120461464, output_fired_time: 2.0015645027, propagate_forward_time: 72.0716552734, propagate_backward_time: 111.5995635986, weight_update_time: 0.2236151844, other_time: 3.9069061279
epoch time: 15.2766075134s, input_fired_time: 0.2778164148, output_fired_time: 0.0000000000, propagate_forward_time: 14.3376007080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6611900330
validation[          , genome  7061] predictions:    9768/  10000 (97.68%), best:    9807/10000 (98.07%), error:       700.31769, best error:       634.22986 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 191.2822113037s, input_fired_time: 2.2219135761, output_fired_time: 2.0017373562, propagate_forward_time: 71.8051986694, propagate_backward_time: 111.3503189087, weight_update_time: 0.2236690074, other_time: 3.9030456543
epoch time: 15.5062017441s, input_fired_time: 0.2895110250, output_fired_time: 0.0000000000, propagate_forward_time: 14.5215959549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6950950623
validation[          , genome  7061] predictions:    9783/  10000 (97.83%), best:    9807/10000 (98.07%), error:       706.08533, best error:       634.22986 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 191.8160552979s, input_fired_time: 2.2224206924, output_fired_time: 2.0081002712, propagate_forward_time: 72.0324554443, propagate_backward_time: 111.6495971680, weight_update_time: 0.2237856537, other_time: 3.9034729004
epoch time: 15.2564735413s, input_fired_time: 0.2754984796, output_fired_time: 0.0000000000, propagate_forward_time: 14.3141574860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6668176651
validation[          , genome  7061] predictions:    9753/  10000 (97.53%), best:    9807/10000 (98.07%), error:       790.48468, best error:       634.22986 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 191.2027893066s, input_fired_time: 2.2153661251, output_fired_time: 1.9980144501, propagate_forward_time: 71.8779602051, propagate_backward_time: 111.2199401855, weight_update_time: 0.2232664824, other_time: 3.8915100098
epoch time: 15.2325153351s, input_fired_time: 0.2808694839, output_fired_time: 0.0000000000, propagate_forward_time: 14.2798662186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6717796326
validation[          , genome  7061] predictions:    9784/  10000 (97.84%), best:    9807/10000 (98.07%), error:       702.44080, best error:       634.22986 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 191.1223297119s, input_fired_time: 2.2221541405, output_fired_time: 2.0061900616, propagate_forward_time: 71.6462173462, propagate_backward_time: 111.3292999268, weight_update_time: 0.2232531458, other_time: 3.9184646606
epoch time: 15.2355041504s, input_fired_time: 0.2802693844, output_fired_time: 0.0000000000, propagate_forward_time: 14.2887163162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6665182114
validation[          , genome  7061] predictions:    9768/  10000 (97.68%), best:    9807/10000 (98.07%), error:       756.14618, best error:       634.22986 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 190.7925109863s, input_fired_time: 2.2242717743, output_fired_time: 1.9973483086, propagate_forward_time: 71.6543579102, propagate_backward_time: 111.0136184692, weight_update_time: 0.2244599462, other_time: 3.9029159546
epoch time: 15.2884712219s, input_fired_time: 0.2810742557, output_fired_time: 0.0000000000, propagate_forward_time: 14.3393630981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6680335999
validation[          , genome  7061] predictions:    9721/  10000 (97.21%), best:    9807/10000 (98.07%), error:       830.13989, best error:       634.22986 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 190.8114013672s, input_fired_time: 2.2155225277, output_fired_time: 2.0001983643, propagate_forward_time: 71.7009048462, propagate_backward_time: 111.0671997070, weight_update_time: 0.2199809551, other_time: 3.8275833130
epoch time: 15.3850679398s, input_fired_time: 0.2752333581, output_fired_time: 0.0000000000, propagate_forward_time: 14.4660100937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6438245773
validation[          , genome  7061] predictions:    9796/  10000 (97.96%), best:    9807/10000 (98.07%), error:       653.79987, best error:       634.22986 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 190.8026428223s, input_fired_time: 2.1646416187, output_fired_time: 1.9776806831, propagate_forward_time: 71.7173309326, propagate_backward_time: 111.4207916260, weight_update_time: 0.2043957114, other_time: 3.5222015381
epoch time: 15.2615299225s, input_fired_time: 0.2702848613, output_fired_time: 0.0000000000, propagate_forward_time: 14.3601398468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6311054230
validation[          , genome  7061] predictions:    9729/  10000 (97.29%), best:    9807/10000 (98.07%), error:       877.45593, best error:       634.22986 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 191.0742034912s, input_fired_time: 2.1672253609, output_fired_time: 1.9826772213, propagate_forward_time: 71.9122085571, propagate_backward_time: 111.4986419678, weight_update_time: 0.2041468769, other_time: 3.5134506226
epoch time: 15.2154989243s, input_fired_time: 0.2743485868, output_fired_time: 0.0000000000, propagate_forward_time: 14.3108921051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6302585602
validation[          , genome  7061] predictions:    9792/  10000 (97.92%), best:    9807/10000 (98.07%), error:       678.80634, best error:       634.22986 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 190.8679962158s, input_fired_time: 2.1680057049, output_fired_time: 1.9798877239, propagate_forward_time: 71.7118682861, propagate_backward_time: 111.4683990479, weight_update_time: 0.2040750980, other_time: 3.5398406982
epoch time: 15.1714878082s, input_fired_time: 0.2721296251, output_fired_time: 0.0000000000, propagate_forward_time: 14.2725505829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6268072128
validation[          , genome  7061] predictions:    9796/  10000 (97.96%), best:    9807/10000 (98.07%), error:       650.82172, best error:       634.22986 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 190.5535583496s, input_fired_time: 2.1631047726, output_fired_time: 1.9734314680, propagate_forward_time: 71.6389770508, propagate_backward_time: 111.2368698120, weight_update_time: 0.2044975311, other_time: 3.5411758423
epoch time: 15.2805700302s, input_fired_time: 0.2714435458, output_fired_time: 0.0000000000, propagate_forward_time: 14.3971900940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6119365692
validation[          , genome  7061] predictions:    9785/  10000 (97.85%), best:    9807/10000 (98.07%), error:       719.90802, best error:       634.22986 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 190.8240661621s, input_fired_time: 2.1658089161, output_fired_time: 1.9745568037, propagate_forward_time: 71.8725280762, propagate_backward_time: 111.2658233643, weight_update_time: 0.2044657767, other_time: 3.5453491211
epoch time: 15.4352178574s, input_fired_time: 0.2748273611, output_fired_time: 0.0000000000, propagate_forward_time: 14.5269880295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6334028244
validation[          , genome  7061] predictions:    9744/  10000 (97.44%), best:    9807/10000 (98.07%), error:       803.72119, best error:       634.22986 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 191.1419982910s, input_fired_time: 2.1670839787, output_fired_time: 1.9824728966, propagate_forward_time: 71.8744888306, propagate_backward_time: 111.6232681274, weight_update_time: 0.2033578604, other_time: 3.4946899414
epoch time: 14.9823226929s, input_fired_time: 0.2692116797, output_fired_time: 0.0000000000, propagate_forward_time: 14.1042528152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6088581085
validation[          , genome  7061] predictions:    9742/  10000 (97.42%), best:    9807/10000 (98.07%), error:       829.79327, best error:       634.22986 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 191.3343505859s, input_fired_time: 2.1634371281, output_fired_time: 1.9866158962, propagate_forward_time: 72.0203018188, propagate_backward_time: 111.6814346313, weight_update_time: 0.2022560090, other_time: 3.4825592041
epoch time: 15.3027296066s, input_fired_time: 0.2714619935, output_fired_time: 0.0000000000, propagate_forward_time: 14.4142074585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6170597076
validation[          , genome  7061] predictions:    9797/  10000 (97.97%), best:    9807/10000 (98.07%), error:       663.47980, best error:       634.22986 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 190.8951721191s, input_fired_time: 2.1691818237, output_fired_time: 1.9847921133, propagate_forward_time: 71.7978134155, propagate_backward_time: 111.4584884644, weight_update_time: 0.2017675340, other_time: 3.4848937988
epoch time: 15.1286497116s, input_fired_time: 0.2685512602, output_fired_time: 0.0000000000, propagate_forward_time: 14.2577304840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6023683548
validation[          , genome  7061] predictions:    9789/  10000 (97.89%), best:    9807/10000 (98.07%), error:       674.87177, best error:       634.22986 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 191.7528839111s, input_fired_time: 2.1675164700, output_fired_time: 1.9928250313, propagate_forward_time: 72.2389526367, propagate_backward_time: 111.8758087158, weight_update_time: 0.2020686269, other_time: 3.4777832031
epoch time: 15.3986368179s, input_fired_time: 0.2751796246, output_fired_time: 0.0000000000, propagate_forward_time: 14.5022563934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6212005615
validation[          , genome  7061] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       617.99683, best error:       617.99683 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 191.1994628906s, input_fired_time: 2.1706542969, output_fired_time: 1.9871243238, propagate_forward_time: 72.0185089111, propagate_backward_time: 111.5472183228, weight_update_time: 0.2015617341, other_time: 3.4759597778
epoch time: 15.2600421906s, input_fired_time: 0.2746988535, output_fired_time: 0.0000000000, propagate_forward_time: 14.3684034348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6169395447
validation[          , genome  7061] predictions:    9781/  10000 (97.81%), best:    9811/10000 (98.11%), error:       684.20093, best error:       617.99683 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 191.5955657959s, input_fired_time: 2.1775059700, output_fired_time: 1.9892909527, propagate_forward_time: 72.2543792725, propagate_backward_time: 111.6881637573, weight_update_time: 0.2022595704, other_time: 3.4862289429
epoch time: 15.4466781616s, input_fired_time: 0.2744853199, output_fired_time: 0.0000000000, propagate_forward_time: 14.5522184372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6199741364
validation[          , genome  7061] predictions:    9780/  10000 (97.80%), best:    9811/10000 (98.11%), error:       743.63293, best error:       617.99683 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 190.9994201660s, input_fired_time: 2.1704039574, output_fired_time: 1.9795957804, propagate_forward_time: 71.8876647949, propagate_backward_time: 111.4909973145, weight_update_time: 0.2015249133, other_time: 3.4707489014
epoch time: 15.3212232590s, input_fired_time: 0.2742826343, output_fired_time: 0.0000000000, propagate_forward_time: 14.4403715134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6065692902
validation[          , genome  7061] predictions:    9733/  10000 (97.33%), best:    9811/10000 (98.11%), error:       864.55676, best error:       617.99683 on epoch:    97, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 75.7481155396s, input_fired_time: 1.3584629297, output_fired_time: 0.0000000000, propagate_forward_time: 71.2440795898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1455764771
best training[          , genome  7061] predictions:   49889/  50000 (99.78%), best:    9811/10000 (98.11%), error:       696.24072, best error:       617.99683 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 15.0873394012s, input_fired_time: 0.2689356804, output_fired_time: 0.0000000000, propagate_forward_time: 14.2076101303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6107931137
   testing[          , genome  7061] predictions:    9819/  10000 (98.19%), best:    9811/10000 (98.11%), error:       568.20050, best error:       617.99683 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:39:06 (5672): called boinc_finish(0)

</stderr_txt>
]]>