Nameexact_genome_1508499903_23_15835_1
Workunit2269586
Created26 Oct 2017, 6:14:43 UTC
Sent26 Oct 2017, 7:17:17 UTC
Report deadline13 Dec 2017, 11:31:43 UTC
Received29 Oct 2017, 14:22:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time23 hours 45 min 9 sec
CPU time23 hours 39 min 45 sec
Validate stateValid
Credit12,044.18
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size170.82 MB
Peak swap size172.61 MB
Peak disk usage3.24 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
000000, other_time: 1.8945465088
validation[          , genome 15835] predictions:    9847/  10000 (98.47%), best:    9840/10000 (98.40%), error:       487.72620, best error:       486.91898 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 779.6292114258s, input_fired_time: 9.3218154907, output_fired_time: 7.0482492447, propagate_forward_time: 302.3874816895, propagate_backward_time: 450.2055053711, weight_update_time: 0.7238879204, other_time: 10.6661071777
epoch time: 63.6009826660s, input_fired_time: 1.0692851543, output_fired_time: 0.0000000000, propagate_forward_time: 60.6150894165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9166069031
validation[          , genome 15835] predictions:    9826/  10000 (98.26%), best:    9840/10000 (98.40%), error:       556.84186, best error:       486.91898 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 776.1883544922s, input_fired_time: 9.2955923080, output_fired_time: 7.0860013962, propagate_forward_time: 300.7835083008, propagate_backward_time: 448.3104858398, weight_update_time: 0.7304663658, other_time: 10.7127685547
epoch time: 63.6678695679s, input_fired_time: 1.0836763382, output_fired_time: 0.0000000000, propagate_forward_time: 60.6531639099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9310302734
validation[          , genome 15835] predictions:    9854/  10000 (98.54%), best:    9854/10000 (98.54%), error:       467.55182, best error:       467.55182 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 775.5905761719s, input_fired_time: 9.2714195251, output_fired_time: 7.0647091866, propagate_forward_time: 300.8299865723, propagate_backward_time: 447.6198425293, weight_update_time: 0.7284170389, other_time: 10.8046264648
epoch time: 63.9234313965s, input_fired_time: 1.0911566019, output_fired_time: 0.0000000000, propagate_forward_time: 60.8114929199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0207824707
validation[          , genome 15835] predictions:    9849/  10000 (98.49%), best:    9854/10000 (98.54%), error:       484.95880, best error:       467.55182 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 779.9116210938s, input_fired_time: 9.3047714233, output_fired_time: 7.0182166100, propagate_forward_time: 302.0455322266, propagate_backward_time: 450.8288269043, weight_update_time: 0.7260478735, other_time: 10.7143249512
epoch time: 64.1675949097s, input_fired_time: 1.1046757698, output_fired_time: 0.0000000000, propagate_forward_time: 61.1446037292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9183158875
validation[          , genome 15835] predictions:    9831/  10000 (98.31%), best:    9854/10000 (98.54%), error:       561.42236, best error:       467.55182 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 779.2671508789s, input_fired_time: 9.3024101257, output_fired_time: 7.0229864120, propagate_forward_time: 302.3500976562, propagate_backward_time: 449.7514953613, weight_update_time: 0.7345206738, other_time: 10.8401184082
epoch time: 63.5783958435s, input_fired_time: 1.0758558512, output_fired_time: 0.0000000000, propagate_forward_time: 60.5734863281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9290542603
validation[          , genome 15835] predictions:    9854/  10000 (98.54%), best:    9854/10000 (98.54%), error:       505.71887, best error:       467.55182 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 781.1551513672s, input_fired_time: 9.3697528839, output_fired_time: 7.0908975601, propagate_forward_time: 303.3926391602, propagate_backward_time: 450.4441223145, weight_update_time: 0.7444438934, other_time: 10.8577575684
epoch time: 64.1466293335s, input_fired_time: 1.0939586163, output_fired_time: 0.0000000000, propagate_forward_time: 61.1116371155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9410324097
validation[          , genome 15835] predictions:    9825/  10000 (98.25%), best:    9854/10000 (98.54%), error:       547.09015, best error:       467.55182 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 782.1743164062s, input_fired_time: 9.3284559250, output_fired_time: 7.0828084946, propagate_forward_time: 303.1557312012, propagate_backward_time: 451.7754821777, weight_update_time: 0.7345209718, other_time: 10.8318481445
epoch time: 63.8990478516s, input_fired_time: 1.0919886827, output_fired_time: 0.0000000000, propagate_forward_time: 60.8732070923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9338531494
validation[          , genome 15835] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       446.96249, best error:       446.96249 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 774.6698608398s, input_fired_time: 9.3464384079, output_fired_time: 7.0401201248, propagate_forward_time: 300.5345764160, propagate_backward_time: 447.1144104004, weight_update_time: 0.7175728083, other_time: 10.6343383789
epoch time: 63.7824440002s, input_fired_time: 1.0859948397, output_fired_time: 0.0000000000, propagate_forward_time: 60.7829856873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9134635925
validation[          , genome 15835] predictions:    9836/  10000 (98.36%), best:    9870/10000 (98.70%), error:       479.59656, best error:       446.96249 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 775.4589843750s, input_fired_time: 9.3057575226, output_fired_time: 7.0226774216, propagate_forward_time: 301.0014953613, propagate_backward_time: 447.3562316895, weight_update_time: 0.7377648354, other_time: 10.7727661133
epoch time: 63.2065429688s, input_fired_time: 1.0764833689, output_fired_time: 0.0000000000, propagate_forward_time: 60.1714439392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9586143494
validation[          , genome 15835] predictions:    9845/  10000 (98.45%), best:    9870/10000 (98.70%), error:       494.75812, best error:       446.96249 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 781.6270751953s, input_fired_time: 9.3726758957, output_fired_time: 7.0567641258, propagate_forward_time: 302.9346313477, propagate_backward_time: 451.5527954102, weight_update_time: 0.7263681293, other_time: 10.7102050781
epoch time: 63.9992027283s, input_fired_time: 1.0889399052, output_fired_time: 0.0000000000, propagate_forward_time: 60.9469947815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9632682800
validation[          , genome 15835] predictions:    9844/  10000 (98.44%), best:    9870/10000 (98.70%), error:       515.68115, best error:       446.96249 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 779.0300292969s, input_fired_time: 9.3205308914, output_fired_time: 7.0485038757, propagate_forward_time: 302.2279663086, propagate_backward_time: 449.7610168457, weight_update_time: 0.7245658040, other_time: 10.6719665527
epoch time: 64.4470596313s, input_fired_time: 1.0862256289, output_fired_time: 0.0000000000, propagate_forward_time: 61.4185676575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9422645569
validation[          , genome 15835] predictions:    9857/  10000 (98.57%), best:    9870/10000 (98.70%), error:       467.17722, best error:       446.96249 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 787.6069946289s, input_fired_time: 9.4171667099, output_fired_time: 7.1349620819, propagate_forward_time: 305.5476379395, propagate_backward_time: 454.7434387207, weight_update_time: 0.7347797751, other_time: 10.7637939453
epoch time: 64.1157379150s, input_fired_time: 1.0725827217, output_fired_time: 0.0000000000, propagate_forward_time: 61.1303749084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9127807617
validation[          , genome 15835] predictions:    9843/  10000 (98.43%), best:    9870/10000 (98.70%), error:       490.57007, best error:       446.96249 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 784.0220947266s, input_fired_time: 9.3582601547, output_fired_time: 7.1482458115, propagate_forward_time: 304.1933898926, propagate_backward_time: 452.6333007812, weight_update_time: 0.7213144898, other_time: 10.6888732910
epoch time: 63.8735809326s, input_fired_time: 1.0917069912, output_fired_time: 0.0000000000, propagate_forward_time: 60.8128128052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9690628052
validation[          , genome 15835] predictions:    9833/  10000 (98.33%), best:    9870/10000 (98.70%), error:       513.82916, best error:       446.96249 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 779.6367797852s, input_fired_time: 9.3469352722, output_fired_time: 7.0672760010, propagate_forward_time: 302.8256225586, propagate_backward_time: 449.6443176270, weight_update_time: 0.7278277278, other_time: 10.7526550293
epoch time: 63.7535629272s, input_fired_time: 1.0796232224, output_fired_time: 0.0000000000, propagate_forward_time: 60.7689399719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9049987793
validation[          , genome 15835] predictions:    9854/  10000 (98.54%), best:    9870/10000 (98.70%), error:       463.23062, best error:       446.96249 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 783.7079467773s, input_fired_time: 9.3905591965, output_fired_time: 7.0845813751, propagate_forward_time: 304.1546630859, propagate_backward_time: 452.4008789062, weight_update_time: 0.7244068384, other_time: 10.6772460938
epoch time: 63.4232215881s, input_fired_time: 1.0810626745, output_fired_time: 0.0000000000, propagate_forward_time: 60.3810119629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9611473083
validation[          , genome 15835] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       440.83521, best error:       440.83521 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 781.0687866211s, input_fired_time: 9.3644962311, output_fired_time: 7.0754814148, propagate_forward_time: 302.7753906250, propagate_backward_time: 451.1805114746, weight_update_time: 0.7265907526, other_time: 10.6728820801
epoch time: 63.0192909241s, input_fired_time: 1.0884401798, output_fired_time: 0.0000000000, propagate_forward_time: 59.9467010498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9841499329
validation[          , genome 15835] predictions:    9852/  10000 (98.52%), best:    9863/10000 (98.63%), error:       475.74786, best error:       440.83521 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 781.2973022461s, input_fired_time: 9.3668251038, output_fired_time: 7.0654969215, propagate_forward_time: 303.4861755371, propagate_backward_time: 450.7231140137, weight_update_time: 0.7214449048, other_time: 10.6557006836
epoch time: 63.2487564087s, input_fired_time: 1.0841164589, output_fired_time: 0.0000000000, propagate_forward_time: 60.2042045593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9604339600
validation[          , genome 15835] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       429.55203, best error:       429.55203 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 778.0559082031s, input_fired_time: 9.3239803314, output_fired_time: 7.0092415810, propagate_forward_time: 301.0952453613, propagate_backward_time: 450.0046691895, weight_update_time: 0.7250367999, other_time: 10.6228027344
epoch time: 63.3319320679s, input_fired_time: 1.1052640676, output_fired_time: 0.0000000000, propagate_forward_time: 60.3408737183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8857955933
validation[          , genome 15835] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       382.03763, best error:       382.03763 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 777.4289550781s, input_fired_time: 9.3886213303, output_fired_time: 7.0168395042, propagate_forward_time: 301.3317260742, propagate_backward_time: 448.9322509766, weight_update_time: 0.7279382348, other_time: 10.7595214844
epoch time: 62.5411338806s, input_fired_time: 1.0685409307, output_fired_time: 0.0000000000, propagate_forward_time: 59.5056533813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9669380188
validation[          , genome 15835] predictions:    9856/  10000 (98.56%), best:    9878/10000 (98.78%), error:       439.35397, best error:       382.03763 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 780.0856933594s, input_fired_time: 9.3854532242, output_fired_time: 7.1250238419, propagate_forward_time: 302.2163696289, propagate_backward_time: 450.5337829590, weight_update_time: 0.7403020859, other_time: 10.8251037598
epoch time: 63.2433586121s, input_fired_time: 1.0948891640, output_fired_time: 0.0000000000, propagate_forward_time: 60.1581611633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9903068542
validation[          , genome 15835] predictions:    9838/  10000 (98.38%), best:    9878/10000 (98.78%), error:       493.24628, best error:       382.03763 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 780.3497314453s, input_fired_time: 9.4102544785, output_fired_time: 7.0400729179, propagate_forward_time: 303.1968688965, propagate_backward_time: 449.9261169434, weight_update_time: 0.7319124937, other_time: 10.7763671875
epoch time: 63.5145263672s, input_fired_time: 1.0956165791, output_fired_time: 0.0000000000, propagate_forward_time: 60.4829597473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9359512329
validation[          , genome 15835] predictions:    9857/  10000 (98.57%), best:    9878/10000 (98.78%), error:       427.87372, best error:       382.03763 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 781.0286254883s, input_fired_time: 9.4335842133, output_fired_time: 7.0744724274, propagate_forward_time: 303.0523071289, propagate_backward_time: 450.6203002930, weight_update_time: 0.7294451594, other_time: 10.8479614258
epoch time: 63.9065856934s, input_fired_time: 1.1177718639, output_fired_time: 0.0000000000, propagate_forward_time: 60.7905654907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9982490540
validation[          , genome 15835] predictions:    9879/  10000 (98.79%), best:    9878/10000 (98.78%), error:       426.08954, best error:       382.03763 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 772.3153686523s, input_fired_time: 9.3285560608, output_fired_time: 7.0019636154, propagate_forward_time: 298.7634277344, propagate_backward_time: 446.5170593262, weight_update_time: 0.7297936678, other_time: 10.7043762207
epoch time: 63.6612319946s, input_fired_time: 1.1031070948, output_fired_time: 0.0000000000, propagate_forward_time: 60.6586494446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8994750977
validation[          , genome 15835] predictions:    9847/  10000 (98.47%), best:    9878/10000 (98.78%), error:       490.37753, best error:       382.03763 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 780.7484130859s, input_fired_time: 9.3853340149, output_fired_time: 7.0851840973, propagate_forward_time: 302.8729248047, propagate_backward_time: 450.7900390625, weight_update_time: 0.7197396755, other_time: 10.6149291992
epoch time: 63.0075225830s, input_fired_time: 1.0784709454, output_fired_time: 0.0000000000, propagate_forward_time: 60.0182113647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9108390808
validation[          , genome 15835] predictions:    9868/  10000 (98.68%), best:    9878/10000 (98.78%), error:       426.64020, best error:       382.03763 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 774.3811645508s, input_fired_time: 9.3396863937, output_fired_time: 7.0239677429, propagate_forward_time: 300.6108093262, propagate_backward_time: 446.6952514648, weight_update_time: 0.7274368405, other_time: 10.7114562988
epoch time: 63.7540855408s, input_fired_time: 1.0863218307, output_fired_time: 0.0000000000, propagate_forward_time: 60.7696456909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8981170654
validation[          , genome 15835] predictions:    9873/  10000 (98.73%), best:    9878/10000 (98.78%), error:       405.67670, best error:       382.03763 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 779.9946899414s, input_fired_time: 9.3792047501, output_fired_time: 7.0829472542, propagate_forward_time: 302.7085571289, propagate_backward_time: 450.2340698242, weight_update_time: 0.7204156518, other_time: 10.5899047852
epoch time: 63.7372894287s, input_fired_time: 1.1014032364, output_fired_time: 0.0000000000, propagate_forward_time: 60.6745605469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9613265991
validation[          , genome 15835] predictions:    9882/  10000 (98.82%), best:    9878/10000 (98.78%), error:       385.36017, best error:       382.03763 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 776.2099609375s, input_fired_time: 9.3775587082, output_fired_time: 7.0742888451, propagate_forward_time: 300.9794616699, propagate_backward_time: 448.1482849121, weight_update_time: 0.7248651981, other_time: 10.6303710938
epoch time: 62.0782203674s, input_fired_time: 1.0723839998, output_fired_time: 0.0000000000, propagate_forward_time: 59.1142311096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8916053772
validation[          , genome 15835] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       360.67526, best error:       360.67526 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 780.2164306641s, input_fired_time: 9.3375310898, output_fired_time: 7.0279369354, propagate_forward_time: 302.7284240723, propagate_backward_time: 450.5156860352, weight_update_time: 0.7200991511, other_time: 10.6068420410
epoch time: 63.1552619934s, input_fired_time: 1.0811077356, output_fired_time: 0.0000000000, propagate_forward_time: 60.1613845825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9127693176
validation[          , genome 15835] predictions:    9876/  10000 (98.76%), best:    9893/10000 (98.93%), error:       406.48492, best error:       360.67526 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 781.5287475586s, input_fired_time: 9.4042549133, output_fired_time: 7.0360188484, propagate_forward_time: 303.5029296875, propagate_backward_time: 450.9675598145, weight_update_time: 0.7225408554, other_time: 10.6180114746
epoch time: 63.2339057922s, input_fired_time: 1.0908131599, output_fired_time: 0.0000000000, propagate_forward_time: 60.2156753540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9274177551
validation[          , genome 15835] predictions:    9850/  10000 (98.50%), best:    9893/10000 (98.93%), error:       462.92688, best error:       360.67526 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 777.9255371094s, input_fired_time: 9.3617954254, output_fired_time: 7.0685930252, propagate_forward_time: 301.6709289551, propagate_backward_time: 449.1701354980, weight_update_time: 0.7249764800, other_time: 10.6540527344
epoch time: 63.6996688843s, input_fired_time: 1.0976407528, output_fired_time: 0.0000000000, propagate_forward_time: 60.6290740967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9729537964
validation[          , genome 15835] predictions:    9881/  10000 (98.81%), best:    9893/10000 (98.93%), error:       388.88800, best error:       360.67526 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 776.3274536133s, input_fired_time: 9.4157142639, output_fired_time: 6.9891338348, propagate_forward_time: 301.4511108398, propagate_backward_time: 447.8200073242, weight_update_time: 0.7175255418, other_time: 10.6514892578
epoch time: 62.8999443054s, input_fired_time: 1.0892630816, output_fired_time: 0.0000000000, propagate_forward_time: 59.8549499512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9557304382
validation[          , genome 15835] predictions:    9866/  10000 (98.66%), best:    9893/10000 (98.93%), error:       441.33478, best error:       360.67526 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 776.0212402344s, input_fired_time: 9.3827495575, output_fired_time: 7.0537223816, propagate_forward_time: 300.7290954590, propagate_backward_time: 448.2702026367, weight_update_time: 0.7202180028, other_time: 10.5854797363
epoch time: 63.4793395996s, input_fired_time: 1.0920926332, output_fired_time: 0.0000000000, propagate_forward_time: 60.4194107056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9678344727
validation[          , genome 15835] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       362.71896, best error:       360.67526 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 783.6483764648s, input_fired_time: 9.3959989548, output_fired_time: 7.0613045692, propagate_forward_time: 304.1138610840, propagate_backward_time: 452.2990722656, weight_update_time: 0.7258669138, other_time: 10.7781677246
epoch time: 63.6116752625s, input_fired_time: 1.0981081724, output_fired_time: 0.0000000000, propagate_forward_time: 60.5532798767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9602890015
validation[          , genome 15835] predictions:    9856/  10000 (98.56%), best:    9893/10000 (98.93%), error:       515.92773, best error:       360.67526 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 780.9351806641s, input_fired_time: 9.4099168777, output_fired_time: 7.0356516838, propagate_forward_time: 302.6505432129, propagate_backward_time: 451.1450195312, weight_update_time: 0.7294690013, other_time: 10.6940612793
epoch time: 64.0695648193s, input_fired_time: 1.1023906469, output_fired_time: 0.0000000000, propagate_forward_time: 61.0420570374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9251174927
validation[          , genome 15835] predictions:    9871/  10000 (98.71%), best:    9893/10000 (98.93%), error:       417.22809, best error:       360.67526 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 785.8195190430s, input_fired_time: 9.4866399765, output_fired_time: 7.1520819664, propagate_forward_time: 304.5223999023, propagate_backward_time: 453.8837890625, weight_update_time: 0.7422600985, other_time: 10.7745971680
epoch time: 63.6731376648s, input_fired_time: 1.1015155315, output_fired_time: 0.0000000000, propagate_forward_time: 60.5823211670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9892997742
validation[          , genome 15835] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       345.09213, best error:       345.09213 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 784.4259033203s, input_fired_time: 9.4507408142, output_fired_time: 7.0896291733, propagate_forward_time: 304.1693115234, propagate_backward_time: 452.9817504883, weight_update_time: 0.7245652676, other_time: 10.7344970703
epoch time: 63.8775711060s, input_fired_time: 1.1054333448, output_fired_time: 0.0000000000, propagate_forward_time: 60.8129539490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9591827393
validation[          , genome 15835] predictions:    9879/  10000 (98.79%), best:    9896/10000 (98.96%), error:       413.50922, best error:       345.09213 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 774.1467285156s, input_fired_time: 9.3319768906, output_fired_time: 7.0105972290, propagate_forward_time: 299.7940368652, propagate_backward_time: 447.3923645020, weight_update_time: 0.7211350203, other_time: 10.6177368164
epoch time: 62.6077804565s, input_fired_time: 1.1021981239, output_fired_time: 0.0000000000, propagate_forward_time: 59.5805892944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9249916077
validation[          , genome 15835] predictions:    9866/  10000 (98.66%), best:    9896/10000 (98.96%), error:       404.60840, best error:       345.09213 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 772.5275268555s, input_fired_time: 9.3459796906, output_fired_time: 6.9666719437, propagate_forward_time: 299.9058227539, propagate_backward_time: 445.7814636230, weight_update_time: 0.7185763717, other_time: 10.5275573730
epoch time: 62.8440551758s, input_fired_time: 1.1005859375, output_fired_time: 0.0000000000, propagate_forward_time: 59.8586006165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8848686218
validation[          , genome 15835] predictions:    9864/  10000 (98.64%), best:    9896/10000 (98.96%), error:       411.73169, best error:       345.09213 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 773.3201293945s, input_fired_time: 9.3493528366, output_fired_time: 6.9673953056, propagate_forward_time: 300.3298950195, propagate_backward_time: 446.0655212402, weight_update_time: 0.7209205627, other_time: 10.6079406738
epoch time: 63.6457405090s, input_fired_time: 1.0991339684, output_fired_time: 0.0000000000, propagate_forward_time: 60.6086616516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9379463196
validation[          , genome 15835] predictions:    9865/  10000 (98.65%), best:    9896/10000 (98.96%), error:       386.71539, best error:       345.09213 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 776.8287963867s, input_fired_time: 9.3977136612, output_fired_time: 6.9976477623, propagate_forward_time: 302.0318603516, propagate_backward_time: 447.8320617676, weight_update_time: 0.7249539495, other_time: 10.5695495605
epoch time: 62.8145599365s, input_fired_time: 1.0740326643, output_fired_time: 0.0000000000, propagate_forward_time: 59.8495635986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8909645081
validation[          , genome 15835] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       340.49911, best error:       340.49911 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 774.7089233398s, input_fired_time: 9.3551740646, output_fired_time: 6.9674487114, propagate_forward_time: 300.8012695312, propagate_backward_time: 447.0109558105, weight_update_time: 0.7205719948, other_time: 10.5740661621
epoch time: 63.0924606323s, input_fired_time: 1.0830142498, output_fired_time: 0.0000000000, propagate_forward_time: 60.0719871521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9374580383
validation[          , genome 15835] predictions:    9886/  10000 (98.86%), best:    9899/10000 (98.99%), error:       351.92883, best error:       340.49911 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 775.9274291992s, input_fired_time: 9.3826398849, output_fired_time: 6.9800968170, propagate_forward_time: 301.0157165527, propagate_backward_time: 447.9427185059, weight_update_time: 0.7277811766, other_time: 10.6062622070
epoch time: 63.7762756348s, input_fired_time: 1.0997684002, output_fired_time: 0.0000000000, propagate_forward_time: 60.7405052185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9360008240
validation[          , genome 15835] predictions:    9890/  10000 (98.90%), best:    9899/10000 (98.99%), error:       362.74078, best error:       340.49911 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 776.3737792969s, input_fired_time: 9.3973674774, output_fired_time: 7.0529203415, propagate_forward_time: 301.1837768555, propagate_backward_time: 448.0895996094, weight_update_time: 0.7253137827, other_time: 10.6501464844
epoch time: 63.9178390503s, input_fired_time: 1.1139366627, output_fired_time: 0.0000000000, propagate_forward_time: 60.8288993835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9750022888
validation[          , genome 15835] predictions:    9882/  10000 (98.82%), best:    9899/10000 (98.99%), error:       342.33292, best error:       340.49911 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 776.4940795898s, input_fired_time: 9.4240341187, output_fired_time: 7.0804195404, propagate_forward_time: 300.6236877441, propagate_backward_time: 448.5188903809, weight_update_time: 0.7274221778, other_time: 10.8470458984
epoch time: 63.9464759827s, input_fired_time: 1.1156985760, output_fired_time: 0.0000000000, propagate_forward_time: 60.8808326721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9499435425
validation[          , genome 15835] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       328.38284, best error:       328.38284 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 777.9852905273s, input_fired_time: 9.4822912216, output_fired_time: 7.0517592430, propagate_forward_time: 301.3124084473, propagate_backward_time: 449.3939208984, weight_update_time: 0.7249909639, other_time: 10.7449035645
epoch time: 63.5828819275s, input_fired_time: 1.1019996405, output_fired_time: 0.0000000000, propagate_forward_time: 60.5258178711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9550628662
validation[          , genome 15835] predictions:    9898/  10000 (98.98%), best:    9890/10000 (98.90%), error:       349.15466, best error:       328.38284 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 778.0908813477s, input_fired_time: 9.3982210159, output_fired_time: 7.0616235733, propagate_forward_time: 301.3294372559, propagate_backward_time: 449.5117187500, weight_update_time: 0.7320632935, other_time: 10.7898864746
epoch time: 63.7413368225s, input_fired_time: 1.1067605019, output_fired_time: 0.0000000000, propagate_forward_time: 60.7076187134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9269561768
validation[          , genome 15835] predictions:    9888/  10000 (98.88%), best:    9890/10000 (98.90%), error:       350.37732, best error:       328.38284 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 782.1209106445s, input_fired_time: 9.5293750763, output_fired_time: 7.0876231194, propagate_forward_time: 302.8908691406, propagate_backward_time: 451.8685913086, weight_update_time: 0.7303897738, other_time: 10.7444458008
epoch time: 63.7131881714s, input_fired_time: 1.1047439575, output_fired_time: 0.0000000000, propagate_forward_time: 60.6587829590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9496612549
validation[          , genome 15835] predictions:    9888/  10000 (98.88%), best:    9890/10000 (98.90%), error:       374.39841, best error:       328.38284 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 781.4385986328s, input_fired_time: 9.4248676300, output_fired_time: 7.0813660622, propagate_forward_time: 303.0803222656, propagate_backward_time: 451.0285644531, weight_update_time: 0.7346748114, other_time: 10.8234863281
epoch time: 63.5972976685s, input_fired_time: 1.1301330328, output_fired_time: 0.0000000000, propagate_forward_time: 60.4737205505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9934425354
validation[          , genome 15835] predictions:    9900/  10000 (99.00%), best:    9890/10000 (98.90%), error:       350.74298, best error:       328.38284 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 779.0474853516s, input_fired_time: 9.4659767151, output_fired_time: 7.0636062622, propagate_forward_time: 302.1822814941, propagate_backward_time: 449.4875183105, weight_update_time: 0.7333457470, other_time: 10.8480834961
epoch time: 62.4956130981s, input_fired_time: 1.0984131098, output_fired_time: 0.0000000000, propagate_forward_time: 59.4362869263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9609146118
validation[          , genome 15835] predictions:    9889/  10000 (98.89%), best:    9890/10000 (98.90%), error:       344.61902, best error:       328.38284 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 774.4453125000s, input_fired_time: 9.4247493744, output_fired_time: 7.0151038170, propagate_forward_time: 300.4140930176, propagate_backward_time: 446.8576049805, weight_update_time: 0.7240310311, other_time: 10.7337951660
epoch time: 63.4793357849s, input_fired_time: 1.1052685976, output_fired_time: 0.0000000000, propagate_forward_time: 60.3951530457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9789123535
validation[          , genome 15835] predictions:    9893/  10000 (98.93%), best:    9890/10000 (98.90%), error:       344.05682, best error:       328.38284 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 771.7982177734s, input_fired_time: 9.3976163864, output_fired_time: 6.9829893112, propagate_forward_time: 299.5971984863, propagate_backward_time: 445.0082397461, weight_update_time: 0.7256224155, other_time: 10.8121643066
epoch time: 62.5193595886s, input_fired_time: 1.1180770397, output_fired_time: 0.0000000000, propagate_forward_time: 59.4860992432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9151840210
validation[          , genome 15835] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       327.16196, best error:       327.16196 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 784.1821899414s, input_fired_time: 9.5054616928, output_fired_time: 7.1137294769, propagate_forward_time: 304.0088500977, propagate_backward_time: 452.7223815918, weight_update_time: 0.7389194369, other_time: 10.8318176270
epoch time: 63.4087142944s, input_fired_time: 1.1092313528, output_fired_time: 0.0000000000, propagate_forward_time: 60.3436393738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9558448792
validation[          , genome 15835] predictions:    9903/  10000 (99.03%), best:    9913/10000 (99.13%), error:       329.40097, best error:       327.16196 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 774.6647338867s, input_fired_time: 9.4714612961, output_fired_time: 7.0586218834, propagate_forward_time: 299.9854431152, propagate_backward_time: 447.3203430176, weight_update_time: 0.7230934501, other_time: 10.8289184570
epoch time: 63.4515762329s, input_fired_time: 1.0967005491, output_fired_time: 0.0000000000, propagate_forward_time: 60.4082412720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9466362000
validation[          , genome 15835] predictions:    9905/  10000 (99.05%), best:    9913/10000 (99.13%), error:       344.83383, best error:       327.16196 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 781.4619750977s, input_fired_time: 9.4891033173, output_fired_time: 7.0787429810, propagate_forward_time: 302.8912353516, propagate_backward_time: 451.2581787109, weight_update_time: 0.7330588698, other_time: 10.7447509766
epoch time: 63.8583221436s, input_fired_time: 1.1207116842, output_fired_time: 0.0000000000, propagate_forward_time: 60.7237434387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0138664246
validation[          , genome 15835] predictions:    9892/  10000 (98.92%), best:    9913/10000 (99.13%), error:       356.49350, best error:       327.16196 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 775.4862060547s, input_fired_time: 9.4326438904, output_fired_time: 7.0332555771, propagate_forward_time: 300.9397888184, propagate_backward_time: 447.3107910156, weight_update_time: 0.7273794413, other_time: 10.7697448730
epoch time: 63.8524665833s, input_fired_time: 1.1058579683, output_fired_time: 0.0000000000, propagate_forward_time: 60.7514419556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9951667786
validation[          , genome 15835] predictions:    9904/  10000 (99.04%), best:    9913/10000 (99.13%), error:       350.03769, best error:       327.16196 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 776.0527954102s, input_fired_time: 9.4495763779, output_fired_time: 7.0535097122, propagate_forward_time: 300.8460083008, propagate_backward_time: 448.0916137695, weight_update_time: 0.7271447182, other_time: 10.6120605469
epoch time: 61.0374145508s, input_fired_time: 1.0892065763, output_fired_time: 0.0000000000, propagate_forward_time: 58.0082321167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9399757385
validation[          , genome 15835] predictions:    9878/  10000 (98.78%), best:    9913/10000 (99.13%), error:       379.05057, best error:       327.16196 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 778.1804809570s, input_fired_time: 9.5179691315, output_fired_time: 7.0555262566, propagate_forward_time: 301.6125793457, propagate_backward_time: 449.2951965332, weight_update_time: 0.7281129956, other_time: 10.6992187500
epoch time: 63.2776145935s, input_fired_time: 1.1203826666, output_fired_time: 0.0000000000, propagate_forward_time: 60.2110481262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9461822510
validation[          , genome 15835] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       308.23581, best error:       308.23581 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 774.9141235352s, input_fired_time: 9.4636297226, output_fired_time: 7.0464944839, propagate_forward_time: 300.4786987305, propagate_backward_time: 447.1589965820, weight_update_time: 0.7320193052, other_time: 10.7662963867
epoch time: 63.8206939697s, input_fired_time: 1.1192114353, output_fired_time: 0.0000000000, propagate_forward_time: 60.7459259033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9555549622
validation[          , genome 15835] predictions:    9897/  10000 (98.97%), best:    9908/10000 (99.08%), error:       352.71884, best error:       308.23581 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 774.2623901367s, input_fired_time: 9.4608736038, output_fired_time: 7.0508232117, propagate_forward_time: 299.9172363281, propagate_backward_time: 447.2284545898, weight_update_time: 0.7160646915, other_time: 10.6049804688
epoch time: 63.3380584717s, input_fired_time: 1.1098905802, output_fired_time: 0.0000000000, propagate_forward_time: 60.2519111633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9762573242
validation[          , genome 15835] predictions:    9900/  10000 (99.00%), best:    9908/10000 (99.08%), error:       335.80170, best error:       308.23581 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 779.5085449219s, input_fired_time: 9.4904298782, output_fired_time: 7.1080331802, propagate_forward_time: 302.4620056152, propagate_backward_time: 449.6407165527, weight_update_time: 0.7334895730, other_time: 10.8073730469
epoch time: 63.5709800720s, input_fired_time: 1.1188517809, output_fired_time: 0.0000000000, propagate_forward_time: 60.5130500793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9390792847
validation[          , genome 15835] predictions:    9887/  10000 (98.87%), best:    9908/10000 (99.08%), error:       358.89273, best error:       308.23581 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 784.3837890625s, input_fired_time: 9.5044031143, output_fired_time: 7.0976924896, propagate_forward_time: 304.1217041016, propagate_backward_time: 452.9881591797, weight_update_time: 0.7193903327, other_time: 10.6718139648
epoch time: 63.8266487122s, input_fired_time: 1.1103159189, output_fired_time: 0.0000000000, propagate_forward_time: 60.7707901001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9455413818
validation[          , genome 15835] predictions:    9900/  10000 (99.00%), best:    9908/10000 (99.08%), error:       332.67548, best error:       308.23581 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 777.3008422852s, input_fired_time: 9.4625253677, output_fired_time: 7.0455141068, propagate_forward_time: 301.7697143555, propagate_backward_time: 448.3005371094, weight_update_time: 0.7259572148, other_time: 10.7225341797
epoch time: 62.5811424255s, input_fired_time: 1.0897694826, output_fired_time: 0.0000000000, propagate_forward_time: 59.5905914307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9007797241
validation[          , genome 15835] predictions:    9904/  10000 (99.04%), best:    9908/10000 (99.08%), error:       343.77396, best error:       308.23581 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 780.0840454102s, input_fired_time: 9.4475669861, output_fired_time: 7.1121568680, propagate_forward_time: 301.7705993652, propagate_backward_time: 451.0647583008, weight_update_time: 0.7211071253, other_time: 10.6889343262
epoch time: 63.8175582886s, input_fired_time: 1.1063060760, output_fired_time: 0.0000000000, propagate_forward_time: 60.7386245728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9726257324
validation[          , genome 15835] predictions:    9899/  10000 (98.99%), best:    9908/10000 (99.08%), error:       326.57379, best error:       308.23581 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 778.5899047852s, input_fired_time: 9.4582996368, output_fired_time: 7.0666866302, propagate_forward_time: 301.8244323730, propagate_backward_time: 449.5914306641, weight_update_time: 0.7290229201, other_time: 10.6490173340
epoch time: 63.7979240417s, input_fired_time: 1.1308360100, output_fired_time: 0.0000000000, propagate_forward_time: 60.6801376343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9869499207
validation[          , genome 15835] predictions:    9896/  10000 (98.96%), best:    9908/10000 (99.08%), error:       335.20157, best error:       308.23581 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 783.3421020508s, input_fired_time: 9.4974231720, output_fired_time: 7.1002044678, propagate_forward_time: 303.5332031250, propagate_backward_time: 452.4843750000, weight_update_time: 0.7239310145, other_time: 10.7268676758
epoch time: 63.9377174377s, input_fired_time: 1.1244808435, output_fired_time: 0.0000000000, propagate_forward_time: 60.8539466858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9592895508
validation[          , genome 15835] predictions:    9903/  10000 (99.03%), best:    9908/10000 (99.08%), error:       326.57312, best error:       308.23581 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 776.4002075195s, input_fired_time: 9.4574460983, output_fired_time: 7.0524663925, propagate_forward_time: 301.0562438965, propagate_backward_time: 448.1656188965, weight_update_time: 0.7230384946, other_time: 10.6683959961
epoch time: 62.1227493286s, input_fired_time: 1.1135511398, output_fired_time: 0.0000000000, propagate_forward_time: 59.0520515442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9571456909
validation[          , genome 15835] predictions:    9904/  10000 (99.04%), best:    9908/10000 (99.08%), error:       325.52487, best error:       308.23581 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 774.3980712891s, input_fired_time: 9.4680080414, output_fired_time: 7.0038118362, propagate_forward_time: 300.1652221680, propagate_backward_time: 447.0252075195, weight_update_time: 0.7147473097, other_time: 10.7358398438
epoch time: 63.3331527710s, input_fired_time: 1.1304963827, output_fired_time: 0.0000000000, propagate_forward_time: 60.1989059448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0037498474
validation[          , genome 15835] predictions:    9906/  10000 (99.06%), best:    9908/10000 (99.08%), error:       339.65390, best error:       308.23581 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 775.9931030273s, input_fired_time: 9.4905099869, output_fired_time: 7.0495400429, propagate_forward_time: 301.2478027344, propagate_backward_time: 447.4670410156, weight_update_time: 0.7256820798, other_time: 10.7381591797
epoch time: 62.5126571655s, input_fired_time: 1.1060637236, output_fired_time: 0.0000000000, propagate_forward_time: 59.4632949829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9432983398
validation[          , genome 15835] predictions:    9902/  10000 (99.02%), best:    9908/10000 (99.08%), error:       335.28235, best error:       308.23581 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 785.4120483398s, input_fired_time: 9.5549249649, output_fired_time: 7.0933136940, propagate_forward_time: 304.3500671387, propagate_backward_time: 453.6555175781, weight_update_time: 0.7381300330, other_time: 10.7582092285
epoch time: 63.9430847168s, input_fired_time: 1.1143515110, output_fired_time: 0.0000000000, propagate_forward_time: 60.8767585754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9519729614
validation[          , genome 15835] predictions:    9902/  10000 (99.02%), best:    9908/10000 (99.08%), error:       322.51086, best error:       308.23581 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 778.2221679688s, input_fired_time: 9.5082168579, output_fired_time: 7.0964469910, propagate_forward_time: 301.5120849609, propagate_backward_time: 449.2333068848, weight_update_time: 0.7361128330, other_time: 10.8721008301
epoch time: 63.5412788391s, input_fired_time: 1.1152732372, output_fired_time: 0.0000000000, propagate_forward_time: 60.4787101746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9472961426
validation[          , genome 15835] predictions:    9905/  10000 (99.05%), best:    9908/10000 (99.08%), error:       331.24844, best error:       308.23581 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 778.1966552734s, input_fired_time: 9.5118846893, output_fired_time: 7.0600957870, propagate_forward_time: 301.9765930176, propagate_backward_time: 448.7486877441, weight_update_time: 0.7322032452, other_time: 10.8993530273
epoch time: 63.8257369995s, input_fired_time: 1.1252871752, output_fired_time: 0.0000000000, propagate_forward_time: 60.7265319824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9739189148
validation[          , genome 15835] predictions:    9903/  10000 (99.03%), best:    9908/10000 (99.08%), error:       332.62534, best error:       308.23581 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 782.0841064453s, input_fired_time: 9.4913024902, output_fired_time: 7.0778121948, propagate_forward_time: 303.1670532227, propagate_backward_time: 451.6941833496, weight_update_time: 0.7320446372, other_time: 10.6537170410
epoch time: 63.5669021606s, input_fired_time: 1.1121958494, output_fired_time: 0.0000000000, propagate_forward_time: 60.5161476135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9385604858
validation[          , genome 15835] predictions:    9899/  10000 (98.99%), best:    9908/10000 (99.08%), error:       331.91116, best error:       308.23581 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 777.5982055664s, input_fired_time: 9.5086307526, output_fired_time: 7.0388450623, propagate_forward_time: 301.7027282715, propagate_backward_time: 448.6379089355, weight_update_time: 0.7315327525, other_time: 10.7101440430
epoch time: 63.5286560059s, input_fired_time: 1.1158989668, output_fired_time: 0.0000000000, propagate_forward_time: 60.4217948914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9909629822
validation[          , genome 15835] predictions:    9895/  10000 (98.95%), best:    9908/10000 (99.08%), error:       325.43826, best error:       308.23581 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 777.4185180664s, input_fired_time: 9.4913158417, output_fired_time: 7.0565567017, propagate_forward_time: 301.2172851562, propagate_backward_time: 448.9163818359, weight_update_time: 0.7272809148, other_time: 10.7369384766
epoch time: 63.4405288696s, input_fired_time: 1.1169091463, output_fired_time: 0.0000000000, propagate_forward_time: 60.3747749329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9488449097
validation[          , genome 15835] predictions:    9899/  10000 (98.99%), best:    9908/10000 (99.08%), error:       341.51749, best error:       308.23581 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 773.4641113281s, input_fired_time: 9.4668941498, output_fired_time: 7.0242333412, propagate_forward_time: 299.7064514160, propagate_backward_time: 446.5174255371, weight_update_time: 0.7404778004, other_time: 10.7490844727
epoch time: 64.0045547485s, input_fired_time: 1.1343873739, output_fired_time: 0.0000000000, propagate_forward_time: 60.9197387695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9504280090
validation[          , genome 15835] predictions:    9893/  10000 (98.93%), best:    9908/10000 (99.08%), error:       334.53137, best error:       308.23581 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 783.3239746094s, input_fired_time: 9.5848455429, output_fired_time: 7.0677742958, propagate_forward_time: 303.9925537109, propagate_backward_time: 451.9206237793, weight_update_time: 0.7400094271, other_time: 10.7582092285
epoch time: 62.7322502136s, input_fired_time: 1.1102842093, output_fired_time: 0.0000000000, propagate_forward_time: 59.7173767090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9045906067
validation[          , genome 15835] predictions:    9916/  10000 (99.16%), best:    9908/10000 (99.08%), error:       316.06738, best error:       308.23581 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 780.4745483398s, input_fired_time: 9.5495405197, output_fired_time: 7.1053843498, propagate_forward_time: 302.1343383789, propagate_backward_time: 450.7990722656, weight_update_time: 0.7366757989, other_time: 10.8861694336
epoch time: 63.2423744202s, input_fired_time: 1.1403201818, output_fired_time: 0.0000000000, propagate_forward_time: 60.1388854980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9631690979
validation[          , genome 15835] predictions:    9909/  10000 (99.09%), best:    9908/10000 (99.08%), error:       314.82422, best error:       308.23581 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 784.3673095703s, input_fired_time: 9.5866632462, output_fired_time: 7.1841607094, propagate_forward_time: 304.4326477051, propagate_backward_time: 452.3055725098, weight_update_time: 0.7333338261, other_time: 10.8582763672
epoch time: 63.8810462952s, input_fired_time: 1.1367199421, output_fired_time: 0.0000000000, propagate_forward_time: 60.7203025818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0240249634
validation[          , genome 15835] predictions:    9901/  10000 (99.01%), best:    9908/10000 (99.08%), error:       319.86890, best error:       308.23581 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 772.3914794922s, input_fired_time: 9.5090885162, output_fired_time: 7.0553302765, propagate_forward_time: 298.9806823730, propagate_backward_time: 445.9635620117, weight_update_time: 0.7346379757, other_time: 10.8827819824
epoch time: 63.3787536621s, input_fired_time: 1.1116570234, output_fired_time: 0.0000000000, propagate_forward_time: 60.2665672302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0005302429
validation[          , genome 15835] predictions:    9904/  10000 (99.04%), best:    9908/10000 (99.08%), error:       318.59018, best error:       308.23581 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 779.0695190430s, input_fired_time: 9.5316104889, output_fired_time: 7.0189781189, propagate_forward_time: 302.0892028809, propagate_backward_time: 449.6641235352, weight_update_time: 0.7274541855, other_time: 10.7655944824
epoch time: 62.3871879578s, input_fired_time: 1.1256425381, output_fired_time: 0.0000000000, propagate_forward_time: 59.3303222656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9312248230
validation[          , genome 15835] predictions:    9901/  10000 (99.01%), best:    9908/10000 (99.08%), error:       320.69757, best error:       308.23581 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 777.8217773438s, input_fired_time: 9.5304784775, output_fired_time: 7.1224775314, propagate_forward_time: 301.2042541504, propagate_backward_time: 449.1099548340, weight_update_time: 0.7276282310, other_time: 10.8546142578
epoch time: 63.3019828796s, input_fired_time: 1.1386352777, output_fired_time: 0.0000000000, propagate_forward_time: 60.2210655212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9422836304
validation[          , genome 15835] predictions:    9903/  10000 (99.03%), best:    9908/10000 (99.08%), error:       321.86530, best error:       308.23581 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 779.2833862305s, input_fired_time: 9.5238685608, output_fired_time: 7.0851674080, propagate_forward_time: 301.9124450684, propagate_backward_time: 449.9184570312, weight_update_time: 0.7298550010, other_time: 10.8434753418
epoch time: 62.7078590393s, input_fired_time: 1.1308219433, output_fired_time: 0.0000000000, propagate_forward_time: 59.5902824402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9867553711
validation[          , genome 15835] predictions:    9899/  10000 (98.99%), best:    9908/10000 (99.08%), error:       331.39291, best error:       308.23581 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 774.4481201172s, input_fired_time: 9.5208082199, output_fired_time: 7.0538816452, propagate_forward_time: 300.4797973633, propagate_backward_time: 446.6351013184, weight_update_time: 0.7310795188, other_time: 10.7585144043
epoch time: 63.7693176270s, input_fired_time: 1.1341252327, output_fired_time: 0.0000000000, propagate_forward_time: 60.6882324219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9469604492
validation[          , genome 15835] predictions:    9901/  10000 (99.01%), best:    9908/10000 (99.08%), error:       319.36038, best error:       308.23581 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 774.9783935547s, input_fired_time: 9.5196561813, output_fired_time: 7.0926594734, propagate_forward_time: 300.2800292969, propagate_backward_time: 447.3219604492, weight_update_time: 0.7297809124, other_time: 10.7640991211
epoch time: 63.6349182129s, input_fired_time: 1.1264381409, output_fired_time: 0.0000000000, propagate_forward_time: 60.5743370056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9341430664
validation[          , genome 15835] predictions:    9904/  10000 (99.04%), best:    9908/10000 (99.08%), error:       325.62201, best error:       308.23581 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 788.0269165039s, input_fired_time: 9.6139812469, output_fired_time: 7.1248531342, propagate_forward_time: 305.1386413574, propagate_backward_time: 455.2173767090, weight_update_time: 0.7332731485, other_time: 10.9320678711
epoch time: 65.7945938110s, input_fired_time: 1.1915438175, output_fired_time: 0.0000000000, propagate_forward_time: 62.5868301392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0162200928
validation[          , genome 15835] predictions:    9905/  10000 (99.05%), best:    9908/10000 (99.08%), error:       331.91187, best error:       308.23581 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 789.4900512695s, input_fired_time: 9.6570405960, output_fired_time: 7.1725578308, propagate_forward_time: 306.2792968750, propagate_backward_time: 455.4649047852, weight_update_time: 0.7337234616, other_time: 10.9162597656
epoch time: 63.8596878052s, input_fired_time: 1.1189997196, output_fired_time: 0.0000000000, propagate_forward_time: 60.8198089600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9208793640
validation[          , genome 15835] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       317.50980, best error:       308.23581 on epoch:    71, 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: 318.1445007324s, input_fired_time: 5.6310772896, output_fired_time: 0.0000000000, propagate_forward_time: 302.5910339355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.9223937988
best training[          , genome 15835] predictions:   49996/  50000 (99.99%), best:    9908/10000 (99.08%), error:       150.20108, best error:       308.23581 on epoch:    71, 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: 63.9272880554s, input_fired_time: 1.1220744848, output_fired_time: 0.0000000000, propagate_forward_time: 60.8183631897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9868507385
   testing[          , genome 15835] predictions:    9903/  10000 (99.03%), best:    9908/10000 (99.08%), error:       292.03479, best error:       308.23581 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:22:24 (31459): called boinc_finish(0)

</stderr_txt>
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