Nameexact_genome_1512568488_43_1381_1
Workunit2578167
Created6 Dec 2017, 19:11:18 UTC
Sent6 Dec 2017, 19:14:43 UTC
Report deadline8 Dec 2017, 21:51:23 UTC
Received6 Dec 2017, 20:23:10 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 8 min 6 sec
CPU time1 hours 8 min 1 sec
Validate stateValid
Credit527.20
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.16 MB
Peak swap size150.19 MB
Peak disk usage0.86 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 37.4605827332s, input_fired_time: 0.2733149230, output_fired_time: 0.1987339854, propagate_forward_time: 14.7586688995, propagate_backward_time: 20.3256053925, weight_update_time: 0.0804695562, other_time: 1.9042587280
epoch time: 3.3206439018s, input_fired_time: 0.0302923750, output_fired_time: 0.0000000000, propagate_forward_time: 2.9465677738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437838554
validation[          , genome  1381] predictions:    9138/  10000 (91.38%), best:    9132/10000 (91.32%), error:      3002.08081, best error:      2967.83105 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 32.6526832581s, input_fired_time: 0.2485819161, output_fired_time: 0.1746519506, propagate_forward_time: 12.8282165527, propagate_backward_time: 17.6381874084, weight_update_time: 0.0706032440, other_time: 1.7630462646
epoch time: 3.0126733780s, input_fired_time: 0.0277587455, output_fired_time: 0.0000000000, propagate_forward_time: 2.6606805325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242340088
validation[          , genome  1381] predictions:    9146/  10000 (91.46%), best:    9146/10000 (91.46%), error:      2914.00562, best error:      2914.00562 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 36.3152008057s, input_fired_time: 0.2688487172, output_fired_time: 0.1930891871, propagate_forward_time: 14.3383150101, propagate_backward_time: 19.6507282257, weight_update_time: 0.0784949660, other_time: 1.8642215729
epoch time: 2.9834749699s, input_fired_time: 0.0276054665, output_fired_time: 0.0000000000, propagate_forward_time: 2.6319582462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3239111900
validation[          , genome  1381] predictions:    9159/  10000 (91.59%), best:    9146/10000 (91.46%), error:      2952.71191, best error:      2914.00562 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 37.2771415710s, input_fired_time: 0.2736051977, output_fired_time: 0.1992444545, propagate_forward_time: 14.6628341675, propagate_backward_time: 20.2154445648, weight_update_time: 0.0808097497, other_time: 1.9260120392
epoch time: 3.3130006790s, input_fired_time: 0.0310673453, output_fired_time: 0.0000000000, propagate_forward_time: 2.9384334087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434998989
validation[          , genome  1381] predictions:    9145/  10000 (91.45%), best:    9145/10000 (91.45%), error:      2890.70386, best error:      2890.70386 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 37.3642654419s, input_fired_time: 0.2751092613, output_fired_time: 0.1995324492, propagate_forward_time: 14.6898584366, propagate_backward_time: 20.2709636688, weight_update_time: 0.0813286006, other_time: 1.9288043976
epoch time: 3.3196885586s, input_fired_time: 0.0301230755, output_fired_time: 0.0000000000, propagate_forward_time: 2.9403746128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491909504
validation[          , genome  1381] predictions:    9152/  10000 (91.52%), best:    9145/10000 (91.45%), error:      2897.51465, best error:      2890.70386 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 35.9430084229s, input_fired_time: 0.2659604847, output_fired_time: 0.1926643103, propagate_forward_time: 14.1429004669, propagate_backward_time: 19.4905261993, weight_update_time: 0.0779936016, other_time: 1.8509559631
epoch time: 2.9634013176s, input_fired_time: 0.0276712626, output_fired_time: 0.0000000000, propagate_forward_time: 2.6157608032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199691772
validation[          , genome  1381] predictions:    9136/  10000 (91.36%), best:    9145/10000 (91.45%), error:      2936.74341, best error:      2890.70386 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 36.0480194092s, input_fired_time: 0.2669842243, output_fired_time: 0.1908886731, propagate_forward_time: 14.2330121994, propagate_backward_time: 19.4918422699, weight_update_time: 0.0774227902, other_time: 1.8652935028
epoch time: 2.8726406097s, input_fired_time: 0.0270110909, output_fired_time: 0.0000000000, propagate_forward_time: 2.5341730118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114564419
validation[          , genome  1381] predictions:    9131/  10000 (91.31%), best:    9145/10000 (91.45%), error:      2909.31152, best error:      2890.70386 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 36.1874847412s, input_fired_time: 0.2673898637, output_fired_time: 0.1935312152, propagate_forward_time: 14.2371969223, propagate_backward_time: 19.6091518402, weight_update_time: 0.0785394385, other_time: 1.8802127838
epoch time: 3.2449526787s, input_fired_time: 0.0298389196, output_fired_time: 0.0000000000, propagate_forward_time: 2.8706946373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444190025
validation[          , genome  1381] predictions:    9159/  10000 (91.59%), best:    9159/10000 (91.59%), error:      2883.11426, best error:      2883.11426 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 37.4670639038s, input_fired_time: 0.2732757628, output_fired_time: 0.1999876052, propagate_forward_time: 14.7519016266, propagate_backward_time: 20.3464832306, weight_update_time: 0.0810000375, other_time: 1.8954124451
epoch time: 3.3328862190s, input_fired_time: 0.0299469940, output_fired_time: 0.0000000000, propagate_forward_time: 2.9574184418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455207348
validation[          , genome  1381] predictions:    9154/  10000 (91.54%), best:    9159/10000 (91.59%), error:      2927.21631, best error:      2883.11426 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 37.4980697632s, input_fired_time: 0.2747349739, output_fired_time: 0.2005613446, propagate_forward_time: 14.7567806244, propagate_backward_time: 20.3482952118, weight_update_time: 0.0807547867, other_time: 1.9176979065
epoch time: 3.3285496235s, input_fired_time: 0.0304515958, output_fired_time: 0.0000000000, propagate_forward_time: 2.9522776604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458204269
validation[          , genome  1381] predictions:    9116/  10000 (91.16%), best:    9159/10000 (91.59%), error:      2975.52344, best error:      2883.11426 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 36.0076332092s, input_fired_time: 0.2666790783, output_fired_time: 0.1919327378, propagate_forward_time: 14.1696786880, propagate_backward_time: 19.5109729767, weight_update_time: 0.0822999328, other_time: 1.8683719635
epoch time: 3.3134994507s, input_fired_time: 0.0302563012, output_fired_time: 0.0000000000, propagate_forward_time: 2.9382216930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3450214863
validation[          , genome  1381] predictions:    9177/  10000 (91.77%), best:    9177/10000 (91.77%), error:      2867.93530, best error:      2867.93530 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 37.0421485901s, input_fired_time: 0.2703250945, output_fired_time: 0.1964953989, propagate_forward_time: 14.6075124741, propagate_backward_time: 20.0926475525, weight_update_time: 0.0795155764, other_time: 1.8751678467
epoch time: 3.3296601772s, input_fired_time: 0.0308221970, output_fired_time: 0.0000000000, propagate_forward_time: 2.9535403252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3452975750
validation[          , genome  1381] predictions:    9159/  10000 (91.59%), best:    9159/10000 (91.59%), error:      2845.33936, best error:      2845.33936 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 37.3554534912s, input_fired_time: 0.2731902003, output_fired_time: 0.1987919509, propagate_forward_time: 14.7265787125, propagate_backward_time: 20.2363033295, weight_update_time: 0.0803761408, other_time: 1.9205913544
epoch time: 3.3269138336s, input_fired_time: 0.0304371491, output_fired_time: 0.0000000000, propagate_forward_time: 2.9553790092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410975933
validation[          , genome  1381] predictions:    9158/  10000 (91.58%), best:    9159/10000 (91.59%), error:      2872.03613, best error:      2845.33936 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 36.8250541687s, input_fired_time: 0.2711618245, output_fired_time: 0.1957361996, propagate_forward_time: 14.5078592300, propagate_backward_time: 19.9523277283, weight_update_time: 0.0791302845, other_time: 1.8979721069
epoch time: 3.3237183094s, input_fired_time: 0.0309474859, output_fired_time: 0.0000000000, propagate_forward_time: 2.9407002926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520705700
validation[          , genome  1381] predictions:    9161/  10000 (91.61%), best:    9159/10000 (91.59%), error:      2858.98022, best error:      2845.33936 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 36.4670028687s, input_fired_time: 0.2677261531, output_fired_time: 0.1880498081, propagate_forward_time: 14.3834323883, propagate_backward_time: 19.7683372498, weight_update_time: 0.0806509629, other_time: 1.8594570160
epoch time: 3.3476240635s, input_fired_time: 0.0305003636, output_fired_time: 0.0000000000, propagate_forward_time: 2.9717354774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453881741
validation[          , genome  1381] predictions:    9167/  10000 (91.67%), best:    9167/10000 (91.67%), error:      2823.03003, best error:      2823.03003 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 37.5119743347s, input_fired_time: 0.2746762335, output_fired_time: 0.1996226758, propagate_forward_time: 14.7847995758, propagate_backward_time: 20.3429679871, weight_update_time: 0.0808716416, other_time: 1.9099063873
epoch time: 3.3354156017s, input_fired_time: 0.0313714668, output_fired_time: 0.0000000000, propagate_forward_time: 2.9602608681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437833786
validation[          , genome  1381] predictions:    9174/  10000 (91.74%), best:    9167/10000 (91.67%), error:      2847.49316, best error:      2823.03003 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 37.3071975708s, input_fired_time: 0.2745651603, output_fired_time: 0.1938511133, propagate_forward_time: 14.6794910431, propagate_backward_time: 20.2299938202, weight_update_time: 0.0800010487, other_time: 1.9292945862
epoch time: 3.0911695957s, input_fired_time: 0.0289579891, output_fired_time: 0.0000000000, propagate_forward_time: 2.7268946171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353168964
validation[          , genome  1381] predictions:    9166/  10000 (91.66%), best:    9167/10000 (91.67%), error:      2854.92725, best error:      2823.03003 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 36.1846466064s, input_fired_time: 0.2684779763, output_fired_time: 0.1924923956, propagate_forward_time: 14.2645645142, propagate_backward_time: 19.5908660889, weight_update_time: 0.0781987533, other_time: 1.8682441711
epoch time: 3.3478753567s, input_fired_time: 0.0311419927, output_fired_time: 0.0000000000, propagate_forward_time: 2.9655525684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3511807919
validation[          , genome  1381] predictions:    9174/  10000 (91.74%), best:    9167/10000 (91.67%), error:      2838.19141, best error:      2823.03003 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 37.3878173828s, input_fired_time: 0.2754126191, output_fired_time: 0.1996629089, propagate_forward_time: 14.7300033569, propagate_backward_time: 20.2760448456, weight_update_time: 0.0807583705, other_time: 1.9066944122
epoch time: 3.3275167942s, input_fired_time: 0.0307441875, output_fired_time: 0.0000000000, propagate_forward_time: 2.9551172256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3416554928
validation[          , genome  1381] predictions:    9154/  10000 (91.54%), best:    9167/10000 (91.67%), error:      2839.52393, best error:      2823.03003 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 37.2084693909s, input_fired_time: 0.2731146514, output_fired_time: 0.1988101900, propagate_forward_time: 14.6543588638, propagate_backward_time: 20.1904087067, weight_update_time: 0.0799728334, other_time: 1.8917789459
epoch time: 3.4671583176s, input_fired_time: 0.0321778171, output_fired_time: 0.0000000000, propagate_forward_time: 3.0663595200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686208725
validation[          , genome  1381] predictions:    9165/  10000 (91.65%), best:    9167/10000 (91.67%), error:      2829.25171, best error:      2823.03003 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 35.4556388855s, input_fired_time: 0.2686368525, output_fired_time: 0.1899067760, propagate_forward_time: 13.9581956863, propagate_backward_time: 19.2015876770, weight_update_time: 0.0766934752, other_time: 1.8373107910
epoch time: 3.1005296707s, input_fired_time: 0.0288733598, output_fired_time: 0.0000000000, propagate_forward_time: 2.7413794994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3302767277
validation[          , genome  1381] predictions:    9150/  10000 (91.50%), best:    9167/10000 (91.67%), error:      2839.16797, best error:      2823.03003 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 36.4338722229s, input_fired_time: 0.2690604031, output_fired_time: 0.1942949593, propagate_forward_time: 14.3657169342, propagate_backward_time: 19.7283039093, weight_update_time: 0.0783433393, other_time: 1.8764953613
epoch time: 3.3185615540s, input_fired_time: 0.0308507681, output_fired_time: 0.0000000000, propagate_forward_time: 2.9452238083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3424868584
validation[          , genome  1381] predictions:    9182/  10000 (91.82%), best:    9182/10000 (91.82%), error:      2803.44312, best error:      2803.44312 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 37.4051780701s, input_fired_time: 0.2756055295, output_fired_time: 0.1994055957, propagate_forward_time: 14.7362031937, propagate_backward_time: 20.2854862213, weight_update_time: 0.0808151364, other_time: 1.9084796906
epoch time: 3.3242545128s, input_fired_time: 0.0308945924, output_fired_time: 0.0000000000, propagate_forward_time: 2.9456031322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3477568626
validation[          , genome  1381] predictions:    9171/  10000 (91.71%), best:    9171/10000 (91.71%), error:      2782.47119, best error:      2782.47119 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 37.2378692627s, input_fired_time: 0.2752317190, output_fired_time: 0.1987210214, propagate_forward_time: 14.6704683304, propagate_backward_time: 20.2057476044, weight_update_time: 0.0803763792, other_time: 1.8877010345
epoch time: 3.3437142372s, input_fired_time: 0.0313835442, output_fired_time: 0.0000000000, propagate_forward_time: 2.9617195129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3506112099
validation[          , genome  1381] predictions:    9174/  10000 (91.74%), best:    9171/10000 (91.71%), error:      2787.73535, best error:      2782.47119 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 35.9112014771s, input_fired_time: 0.2677511573, output_fired_time: 0.1916757226, propagate_forward_time: 14.1406936646, propagate_backward_time: 19.4392089844, weight_update_time: 0.0780624822, other_time: 1.8718719482
epoch time: 3.3242669106s, input_fired_time: 0.0315062217, output_fired_time: 0.0000000000, propagate_forward_time: 2.9517259598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410346508
validation[          , genome  1381] predictions:    9173/  10000 (91.73%), best:    9171/10000 (91.71%), error:      2833.05078, best error:      2782.47119 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 37.0377578735s, input_fired_time: 0.2742010057, output_fired_time: 0.1973501444, propagate_forward_time: 14.5774345398, propagate_backward_time: 20.0619430542, weight_update_time: 0.0809875429, other_time: 1.9268302917
epoch time: 3.3009204865s, input_fired_time: 0.0315219536, output_fired_time: 0.0000000000, propagate_forward_time: 2.9198510647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3495473862
validation[          , genome  1381] predictions:    9186/  10000 (91.86%), best:    9171/10000 (91.71%), error:      2796.65161, best error:      2782.47119 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 36.9717025757s, input_fired_time: 0.2715263069, output_fired_time: 0.1941064894, propagate_forward_time: 14.5641298294, propagate_backward_time: 20.0598545074, weight_update_time: 0.0796962306, other_time: 1.8820858002
epoch time: 3.3288450241s, input_fired_time: 0.0307101589, output_fired_time: 0.0000000000, propagate_forward_time: 2.9518420696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462927341
validation[          , genome  1381] predictions:    9176/  10000 (91.76%), best:    9171/10000 (91.71%), error:      2792.47656, best error:      2782.47119 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 37.0677871704s, input_fired_time: 0.2741591930, output_fired_time: 0.1980822384, propagate_forward_time: 14.6173934937, propagate_backward_time: 20.0675506592, weight_update_time: 0.0800271183, other_time: 1.9106025696
epoch time: 3.3150973320s, input_fired_time: 0.0318523459, output_fired_time: 0.0000000000, propagate_forward_time: 2.9416453838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3415997028
validation[          , genome  1381] predictions:    9171/  10000 (91.71%), best:    9171/10000 (91.71%), error:      2801.72046, best error:      2782.47119 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 37.2871322632s, input_fired_time: 0.2751713693, output_fired_time: 0.1985636353, propagate_forward_time: 14.7069301605, propagate_backward_time: 20.1943931580, weight_update_time: 0.0806940943, other_time: 1.9120731354
epoch time: 3.3184287548s, input_fired_time: 0.0305627361, output_fired_time: 0.0000000000, propagate_forward_time: 2.9415559769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463101387
validation[          , genome  1381] predictions:    9154/  10000 (91.54%), best:    9171/10000 (91.71%), error:      2851.32007, best error:      2782.47119 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 36.9658203125s, input_fired_time: 0.2708548903, output_fired_time: 0.1965748370, propagate_forward_time: 14.5848903656, propagate_backward_time: 20.0357723236, weight_update_time: 0.0796263367, other_time: 1.8777275085
epoch time: 3.3215358257s, input_fired_time: 0.0323489420, output_fired_time: 0.0000000000, propagate_forward_time: 2.9407746792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484122753
validation[          , genome  1381] predictions:    9186/  10000 (91.86%), best:    9171/10000 (91.71%), error:      2801.88867, best error:      2782.47119 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 37.2827453613s, input_fired_time: 0.2747477889, output_fired_time: 0.1989922225, propagate_forward_time: 14.6840105057, propagate_backward_time: 20.2144985199, weight_update_time: 0.0810061097, other_time: 1.9104976654
epoch time: 3.3122792244s, input_fired_time: 0.0309433732, output_fired_time: 0.0000000000, propagate_forward_time: 2.9413278103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3400080204
validation[          , genome  1381] predictions:    9182/  10000 (91.82%), best:    9182/10000 (91.82%), error:      2760.12939, best error:      2760.12939 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 37.0741310120s, input_fired_time: 0.2727455199, output_fired_time: 0.1981592476, propagate_forward_time: 14.6074447632, propagate_backward_time: 20.0939960480, weight_update_time: 0.0796790123, other_time: 1.9017848969
epoch time: 3.3137176037s, input_fired_time: 0.0307839606, output_fired_time: 0.0000000000, propagate_forward_time: 2.9377553463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3451783657
validation[          , genome  1381] predictions:    9172/  10000 (91.72%), best:    9182/10000 (91.82%), error:      2779.16895, best error:      2760.12939 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 36.8666687012s, input_fired_time: 0.2724427879, output_fired_time: 0.1964915991, propagate_forward_time: 14.5488586426, propagate_backward_time: 19.9624710083, weight_update_time: 0.0796263292, other_time: 1.8864059448
epoch time: 2.5292677879s, input_fired_time: 0.0250777043, output_fired_time: 0.0000000000, propagate_forward_time: 2.2094411850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2947487831
validation[          , genome  1381] predictions:    9185/  10000 (91.85%), best:    9182/10000 (91.82%), error:      2806.38672, best error:      2760.12939 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 36.0286903381s, input_fired_time: 0.2694500089, output_fired_time: 0.1924955249, propagate_forward_time: 14.2107543945, propagate_backward_time: 19.4789104462, weight_update_time: 0.0780219883, other_time: 1.8770771027
epoch time: 3.3316702843s, input_fired_time: 0.0306080654, output_fired_time: 0.0000000000, propagate_forward_time: 2.9618351460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3392269611
validation[          , genome  1381] predictions:    9195/  10000 (91.95%), best:    9182/10000 (91.82%), error:      2765.26465, best error:      2760.12939 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 37.6134567261s, input_fired_time: 0.2789365649, output_fired_time: 0.2010466456, propagate_forward_time: 14.8063154221, propagate_backward_time: 20.4068679810, weight_update_time: 0.0812653527, other_time: 1.9202880859
epoch time: 3.3360512257s, input_fired_time: 0.0313418098, output_fired_time: 0.0000000000, propagate_forward_time: 2.9578413963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468680382
validation[          , genome  1381] predictions:    9184/  10000 (91.84%), best:    9184/10000 (91.84%), error:      2749.42676, best error:      2749.42676 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 37.6054573059s, input_fired_time: 0.2790299654, output_fired_time: 0.2015752196, propagate_forward_time: 14.8096570969, propagate_backward_time: 20.4068946838, weight_update_time: 0.0817537010, other_time: 1.9082984924
epoch time: 3.3458349705s, input_fired_time: 0.0312782601, output_fired_time: 0.0000000000, propagate_forward_time: 2.9646477699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499088287
validation[          , genome  1381] predictions:    9202/  10000 (92.02%), best:    9184/10000 (91.84%), error:      2756.82983, best error:      2749.42676 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 36.9857025146s, input_fired_time: 0.2740372717, output_fired_time: 0.1983987689, propagate_forward_time: 14.5637521744, propagate_backward_time: 20.0487461090, weight_update_time: 0.0795790181, other_time: 1.9007701874
epoch time: 3.3145303726s, input_fired_time: 0.0314729959, output_fired_time: 0.0000000000, propagate_forward_time: 2.9409728050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420846462
validation[          , genome  1381] predictions:    9183/  10000 (91.83%), best:    9184/10000 (91.84%), error:      2779.84082, best error:      2749.42676 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 37.0687179565s, input_fired_time: 0.2754695415, output_fired_time: 0.1981526017, propagate_forward_time: 14.5953683853, propagate_backward_time: 20.0948791504, weight_update_time: 0.0797673911, other_time: 1.9048461914
epoch time: 3.3383393288s, input_fired_time: 0.0313364789, output_fired_time: 0.0000000000, propagate_forward_time: 2.9596078396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3473949432
validation[          , genome  1381] predictions:    9205/  10000 (92.05%), best:    9184/10000 (91.84%), error:      2762.37036, best error:      2749.42676 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 36.2280464172s, input_fired_time: 0.2712371945, output_fired_time: 0.1935263276, propagate_forward_time: 14.2681770325, propagate_backward_time: 19.6234893799, weight_update_time: 0.0789698884, other_time: 1.8716163635
epoch time: 3.3144524097s, input_fired_time: 0.0310285632, output_fired_time: 0.0000000000, propagate_forward_time: 2.9343953133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3490285873
validation[          , genome  1381] predictions:    9188/  10000 (91.88%), best:    9184/10000 (91.84%), error:      2752.25708, best error:      2749.42676 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 37.2040786743s, input_fired_time: 0.2741963565, output_fired_time: 0.1973340809, propagate_forward_time: 14.6243171692, propagate_backward_time: 20.2075786591, weight_update_time: 0.0801213831, other_time: 1.9006519318
epoch time: 3.3162193298s, input_fired_time: 0.0308333859, output_fired_time: 0.0000000000, propagate_forward_time: 2.9437391758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3416466713
validation[          , genome  1381] predictions:    9198/  10000 (91.98%), best:    9198/10000 (91.98%), error:      2735.07617, best error:      2735.07617 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 37.0057983398s, input_fired_time: 0.2729481757, output_fired_time: 0.1957301497, propagate_forward_time: 14.5653820038, propagate_backward_time: 20.0743083954, weight_update_time: 0.0795764998, other_time: 1.8974304199
epoch time: 3.3226866722s, input_fired_time: 0.0311723258, output_fired_time: 0.0000000000, propagate_forward_time: 2.9423038960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3492105007
validation[          , genome  1381] predictions:    9203/  10000 (92.03%), best:    9198/10000 (91.98%), error:      2772.99512, best error:      2735.07617 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 37.3748664856s, input_fired_time: 0.2765328884, output_fired_time: 0.1994922161, propagate_forward_time: 14.7244062424, propagate_backward_time: 20.2769565582, weight_update_time: 0.0812359899, other_time: 1.8974781036
epoch time: 3.3164911270s, input_fired_time: 0.0302664358, output_fired_time: 0.0000000000, propagate_forward_time: 2.9407999516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3454246521
validation[          , genome  1381] predictions:    9197/  10000 (91.97%), best:    9198/10000 (91.98%), error:      2743.51489, best error:      2735.07617 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 35.7559814453s, input_fired_time: 0.2673031390, output_fired_time: 0.1900596917, propagate_forward_time: 14.0926303864, propagate_backward_time: 19.3399543762, weight_update_time: 0.0772701204, other_time: 1.8660335541
epoch time: 3.2524919510s, input_fired_time: 0.0306926947, output_fired_time: 0.0000000000, propagate_forward_time: 2.8861086369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356907368
validation[          , genome  1381] predictions:    9194/  10000 (91.94%), best:    9194/10000 (91.94%), error:      2733.19092, best error:      2733.19092 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 36.9876441956s, input_fired_time: 0.2748476565, output_fired_time: 0.1973168403, propagate_forward_time: 14.5876569748, propagate_backward_time: 20.0210971832, weight_update_time: 0.0802669823, other_time: 1.9067249298
epoch time: 3.0765540600s, input_fired_time: 0.0285545178, output_fired_time: 0.0000000000, propagate_forward_time: 2.7197623253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3282372952
validation[          , genome  1381] predictions:    9179/  10000 (91.79%), best:    9194/10000 (91.94%), error:      2748.35059, best error:      2733.19092 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 37.3785552979s, input_fired_time: 0.2761875689, output_fired_time: 0.1984640956, propagate_forward_time: 14.7286624908, propagate_backward_time: 20.2776699066, weight_update_time: 0.0807548389, other_time: 1.8975715637
epoch time: 3.3326756954s, input_fired_time: 0.0318982378, output_fired_time: 0.0000000000, propagate_forward_time: 2.9501943588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3505830765
validation[          , genome  1381] predictions:    9198/  10000 (91.98%), best:    9194/10000 (91.94%), error:      2752.42017, best error:      2733.19092 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 36.0468482971s, input_fired_time: 0.2698548138, output_fired_time: 0.1910513341, propagate_forward_time: 14.2377014160, propagate_backward_time: 19.4768257141, weight_update_time: 0.0783016682, other_time: 1.8714141846
epoch time: 3.3233606815s, input_fired_time: 0.0312446244, output_fired_time: 0.0000000000, propagate_forward_time: 2.9551765919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3369395733
validation[          , genome  1381] predictions:    9182/  10000 (91.82%), best:    9194/10000 (91.94%), error:      2759.40674, best error:      2733.19092 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 36.7241287231s, input_fired_time: 0.2761094868, output_fired_time: 0.1934337020, propagate_forward_time: 14.4742021561, propagate_backward_time: 19.8828296661, weight_update_time: 0.0791172758, other_time: 1.8975582123
epoch time: 3.1203193665s, input_fired_time: 0.0293681715, output_fired_time: 0.0000000000, propagate_forward_time: 2.7572717667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3336794376
validation[          , genome  1381] predictions:    9191/  10000 (91.91%), best:    9194/10000 (91.94%), error:      2736.66650, best error:      2733.19092 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 36.8426704407s, input_fired_time: 0.2749722600, output_fired_time: 0.1966463178, propagate_forward_time: 14.5283775330, propagate_backward_time: 19.9663524628, weight_update_time: 0.0796891227, other_time: 1.8763217926
epoch time: 3.3250319958s, input_fired_time: 0.0319953561, output_fired_time: 0.0000000000, propagate_forward_time: 2.9441292286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3489074707
validation[          , genome  1381] predictions:    9197/  10000 (91.97%), best:    9194/10000 (91.94%), error:      2740.66187, best error:      2733.19092 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 37.1365852356s, input_fired_time: 0.2758072019, output_fired_time: 0.1951615661, propagate_forward_time: 14.6569938660, propagate_backward_time: 20.1069908142, weight_update_time: 0.0806048587, other_time: 1.9016342163
epoch time: 3.3199856281s, input_fired_time: 0.0315550007, output_fired_time: 0.0000000000, propagate_forward_time: 2.9444122314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440184593
validation[          , genome  1381] predictions:    9206/  10000 (92.06%), best:    9206/10000 (92.06%), error:      2729.85107, best error:      2729.85107 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 37.3313789368s, input_fired_time: 0.2784805298, output_fired_time: 0.2001153678, propagate_forward_time: 14.6972103119, propagate_backward_time: 20.2350463867, weight_update_time: 0.0809442997, other_time: 1.9205265045
epoch time: 3.3271520138s, input_fired_time: 0.0320974626, output_fired_time: 0.0000000000, propagate_forward_time: 2.9429707527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520836830
validation[          , genome  1381] predictions:    9200/  10000 (92.00%), best:    9200/10000 (92.00%), error:      2729.48242, best error:      2729.48242 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 36.2733993530s, input_fired_time: 0.2713191807, output_fired_time: 0.1927278340, propagate_forward_time: 14.2848415375, propagate_backward_time: 19.6503734589, weight_update_time: 0.0783495307, other_time: 1.8741378784
epoch time: 3.3236117363s, input_fired_time: 0.0315049402, output_fired_time: 0.0000000000, propagate_forward_time: 2.9425945282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3495123386
validation[          , genome  1381] predictions:    9200/  10000 (92.00%), best:    9200/10000 (92.00%), error:      2737.31909, best error:      2729.48242 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 37.1311073303s, input_fired_time: 0.2773332298, output_fired_time: 0.1973772943, propagate_forward_time: 14.6276206970, propagate_backward_time: 20.1231784821, weight_update_time: 0.0802032128, other_time: 1.9055995941
epoch time: 3.3251590729s, input_fired_time: 0.0318001322, output_fired_time: 0.0000000000, propagate_forward_time: 2.9509551525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3424038887
validation[          , genome  1381] predictions:    9178/  10000 (91.78%), best:    9200/10000 (92.00%), error:      2760.09082, best error:      2729.48242 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 36.7962646484s, input_fired_time: 0.2758859694, output_fired_time: 0.1964860260, propagate_forward_time: 14.4901485443, propagate_backward_time: 19.9351730347, weight_update_time: 0.0795518160, other_time: 1.8985691071
epoch time: 3.4053757191s, input_fired_time: 0.0311977845, output_fired_time: 0.0000000000, propagate_forward_time: 3.0204093456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537685871
validation[          , genome  1381] predictions:    9190/  10000 (91.90%), best:    9200/10000 (92.00%), error:      2736.29126, best error:      2729.48242 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 37.6160697937s, input_fired_time: 0.2824912369, output_fired_time: 0.2008463442, propagate_forward_time: 14.8341979980, propagate_backward_time: 20.3718509674, weight_update_time: 0.0811433867, other_time: 1.9266834259
epoch time: 3.3504562378s, input_fired_time: 0.0327008031, output_fired_time: 0.0000000000, propagate_forward_time: 2.9655542374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522012234
validation[          , genome  1381] predictions:    9204/  10000 (92.04%), best:    9200/10000 (92.00%), error:      2729.59180, best error:      2729.48242 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 37.5891952515s, input_fired_time: 0.2806071639, output_fired_time: 0.1997483522, propagate_forward_time: 14.8138275146, propagate_backward_time: 20.3412761688, weight_update_time: 0.0808131099, other_time: 1.9537372589
epoch time: 3.3445367813s, input_fired_time: 0.0317561775, output_fired_time: 0.0000000000, propagate_forward_time: 2.9628741741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499064445
validation[          , genome  1381] predictions:    9189/  10000 (91.89%), best:    9189/10000 (91.89%), error:      2729.23999, best error:      2729.23999 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 37.6524581909s, input_fired_time: 0.2834556103, output_fired_time: 0.1990221590, propagate_forward_time: 14.8525848389, propagate_backward_time: 20.3872318268, weight_update_time: 0.0807655454, other_time: 1.9301662445
epoch time: 3.3369462490s, input_fired_time: 0.0319025069, output_fired_time: 0.0000000000, propagate_forward_time: 2.9541459084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508977890
validation[          , genome  1381] predictions:    9198/  10000 (91.98%), best:    9189/10000 (91.89%), error:      2751.28467, best error:      2729.23999 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 37.2005310059s, input_fired_time: 0.2791880369, output_fired_time: 0.1967107058, propagate_forward_time: 14.6503190994, propagate_backward_time: 20.1464939117, weight_update_time: 0.0804757401, other_time: 1.9278202057
epoch time: 3.3329203129s, input_fired_time: 0.0317205116, output_fired_time: 0.0000000000, propagate_forward_time: 2.9474289417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537709713
validation[          , genome  1381] predictions:    9192/  10000 (91.92%), best:    9189/10000 (91.89%), error:      2755.05713, best error:      2729.23999 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 37.4440383911s, input_fired_time: 0.2783715725, output_fired_time: 0.1971895993, propagate_forward_time: 14.7395629883, propagate_backward_time: 20.2654151917, weight_update_time: 0.0806002393, other_time: 1.9635009766
epoch time: 3.3348243237s, input_fired_time: 0.0321087055, output_fired_time: 0.0000000000, propagate_forward_time: 2.9477338791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549816608
validation[          , genome  1381] predictions:    9190/  10000 (91.90%), best:    9189/10000 (91.89%), error:      2734.14648, best error:      2729.23999 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 37.4069328308s, input_fired_time: 0.2799853384, output_fired_time: 0.1970662773, propagate_forward_time: 14.7344884872, propagate_backward_time: 20.2642955780, weight_update_time: 0.0800107718, other_time: 1.9310970306
epoch time: 3.3283889294s, input_fired_time: 0.0319119953, output_fired_time: 0.0000000000, propagate_forward_time: 2.9456310272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508458138
validation[          , genome  1381] predictions:    9191/  10000 (91.91%), best:    9189/10000 (91.89%), error:      2741.96582, best error:      2729.23999 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 37.3862876892s, input_fired_time: 0.2789454460, output_fired_time: 0.1966938525, propagate_forward_time: 14.7342834473, propagate_backward_time: 20.2567558289, weight_update_time: 0.0804507062, other_time: 1.9196090698
epoch time: 3.3319866657s, input_fired_time: 0.0320613943, output_fired_time: 0.0000000000, propagate_forward_time: 2.9469528198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529725075
validation[          , genome  1381] predictions:    9196/  10000 (91.96%), best:    9196/10000 (91.96%), error:      2721.88696, best error:      2721.88696 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 37.3885955811s, input_fired_time: 0.2780987620, output_fired_time: 0.1974177063, propagate_forward_time: 14.7336416245, propagate_backward_time: 20.2623157501, weight_update_time: 0.0804399252, other_time: 1.9171199799
epoch time: 3.3272745609s, input_fired_time: 0.0318196230, output_fired_time: 0.0000000000, propagate_forward_time: 2.9481675625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3472874165
validation[          , genome  1381] predictions:    9182/  10000 (91.82%), best:    9196/10000 (91.96%), error:      2736.80542, best error:      2721.88696 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 37.4239044189s, input_fired_time: 0.2796347439, output_fired_time: 0.1974244267, propagate_forward_time: 14.7382783890, propagate_backward_time: 20.2636222839, weight_update_time: 0.0806044042, other_time: 1.9449424744
epoch time: 3.3364326954s, input_fired_time: 0.0333033092, output_fired_time: 0.0000000000, propagate_forward_time: 2.9467380047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563914299
validation[          , genome  1381] predictions:    9199/  10000 (91.99%), best:    9196/10000 (91.96%), error:      2740.96045, best error:      2721.88696 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 37.0489578247s, input_fired_time: 0.2765167058, output_fired_time: 0.1980561316, propagate_forward_time: 14.5887279510, propagate_backward_time: 20.0733680725, weight_update_time: 0.0796504989, other_time: 1.9122905731
epoch time: 3.3462917805s, input_fired_time: 0.0317504816, output_fired_time: 0.0000000000, propagate_forward_time: 2.9658360481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487052917
validation[          , genome  1381] predictions:    9201/  10000 (92.01%), best:    9201/10000 (92.01%), error:      2720.22974, best error:      2720.22974 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 37.4316978455s, input_fired_time: 0.2804109156, output_fired_time: 0.1998744905, propagate_forward_time: 14.7726068497, propagate_backward_time: 20.2716922760, weight_update_time: 0.0802320018, other_time: 1.9071140289
epoch time: 3.3403360844s, input_fired_time: 0.0320086740, output_fired_time: 0.0000000000, propagate_forward_time: 2.9656255245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427019119
validation[          , genome  1381] predictions:    9198/  10000 (91.98%), best:    9201/10000 (92.01%), error:      2737.30786, best error:      2720.22974 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 37.4775886536s, input_fired_time: 0.2818844020, output_fired_time: 0.1999513209, propagate_forward_time: 14.7769498825, propagate_backward_time: 20.2851238251, weight_update_time: 0.0812934861, other_time: 1.9336795807
epoch time: 3.3645703793s, input_fired_time: 0.0315814801, output_fired_time: 0.0000000000, propagate_forward_time: 2.9841885567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3488004208
validation[          , genome  1381] predictions:    9178/  10000 (91.78%), best:    9201/10000 (92.01%), error:      2737.81616, best error:      2720.22974 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 37.5482101440s, input_fired_time: 0.2841239274, output_fired_time: 0.1993142813, propagate_forward_time: 14.8181123734, propagate_backward_time: 20.3358345032, weight_update_time: 0.0804956928, other_time: 1.9108276367
epoch time: 3.3445754051s, input_fired_time: 0.0319855362, output_fired_time: 0.0000000000, propagate_forward_time: 2.9624886513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501012325
validation[          , genome  1381] predictions:    9197/  10000 (91.97%), best:    9197/10000 (91.97%), error:      2717.78003, best error:      2717.78003 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 37.5467414856s, input_fired_time: 0.2824807465, output_fired_time: 0.2005968988, propagate_forward_time: 14.8130397797, propagate_backward_time: 20.3333053589, weight_update_time: 0.0812562555, other_time: 1.9173183441
epoch time: 3.3413910866s, input_fired_time: 0.0323819779, output_fired_time: 0.0000000000, propagate_forward_time: 2.9642949104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3447141647
validation[          , genome  1381] predictions:    9184/  10000 (91.84%), best:    9197/10000 (91.97%), error:      2736.69922, best error:      2717.78003 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 37.3834495544s, input_fired_time: 0.2813021243, output_fired_time: 0.1960004270, propagate_forward_time: 14.7760372162, propagate_backward_time: 20.2177085876, weight_update_time: 0.0803705454, other_time: 1.9124011993
epoch time: 3.3381326199s, input_fired_time: 0.0320312791, output_fired_time: 0.0000000000, propagate_forward_time: 2.9550735950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510277271
validation[          , genome  1381] predictions:    9201/  10000 (92.01%), best:    9197/10000 (91.97%), error:      2727.59302, best error:      2717.78003 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 37.4960479736s, input_fired_time: 0.2817405760, output_fired_time: 0.1997593492, propagate_forward_time: 14.7611112595, propagate_backward_time: 20.3224525452, weight_update_time: 0.0812370703, other_time: 1.9309806824
epoch time: 3.3464226723s, input_fired_time: 0.0316687636, output_fired_time: 0.0000000000, propagate_forward_time: 2.9631960392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515579700
validation[          , genome  1381] predictions:    9191/  10000 (91.91%), best:    9197/10000 (91.97%), error:      2735.04028, best error:      2717.78003 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 37.0461921692s, input_fired_time: 0.2799048424, output_fired_time: 0.1985487342, propagate_forward_time: 14.6085014343, propagate_backward_time: 20.0397701263, weight_update_time: 0.0796142519, other_time: 1.9194698334
epoch time: 3.3500421047s, input_fired_time: 0.0329681523, output_fired_time: 0.0000000000, propagate_forward_time: 2.9639837742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530902863
validation[          , genome  1381] predictions:    9207/  10000 (92.07%), best:    9207/10000 (92.07%), error:      2715.57104, best error:      2715.57104 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 36.7191696167s, input_fired_time: 0.2788354158, output_fired_time: 0.1957869679, propagate_forward_time: 14.4450139999, propagate_backward_time: 19.8501644135, weight_update_time: 0.0796091110, other_time: 1.9493694305
epoch time: 3.3438580036s, input_fired_time: 0.0325552858, output_fired_time: 0.0000000000, propagate_forward_time: 2.9550478458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3562548161
validation[          , genome  1381] predictions:    9185/  10000 (91.85%), best:    9207/10000 (92.07%), error:      2721.32861, best error:      2715.57104 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 36.3520965576s, input_fired_time: 0.2775041461, output_fired_time: 0.1933707297, propagate_forward_time: 14.3021364212, propagate_backward_time: 19.6671752930, weight_update_time: 0.0793321729, other_time: 1.9119110107
epoch time: 3.3488433361s, input_fired_time: 0.0325314924, output_fired_time: 0.0000000000, propagate_forward_time: 2.9687452316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475666046
validation[          , genome  1381] predictions:    9196/  10000 (91.96%), best:    9207/10000 (92.07%), error:      2721.42041, best error:      2715.57104 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 36.7835693359s, input_fired_time: 0.2795667350, output_fired_time: 0.1955451816, propagate_forward_time: 14.5061702728, propagate_backward_time: 19.9081668854, weight_update_time: 0.0797592923, other_time: 1.8941192627
epoch time: 3.3229022026s, input_fired_time: 0.0316647738, output_fired_time: 0.0000000000, propagate_forward_time: 2.9436166286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476207256
validation[          , genome  1381] predictions:    9196/  10000 (91.96%), best:    9207/10000 (92.07%), error:      2736.38110, best error:      2715.57104 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 36.5926589966s, input_fired_time: 0.2764135003, output_fired_time: 0.1957726032, propagate_forward_time: 14.4330272675, propagate_backward_time: 19.8148612976, weight_update_time: 0.0785466731, other_time: 1.8725833893
epoch time: 3.3470606804s, input_fired_time: 0.0322887599, output_fired_time: 0.0000000000, propagate_forward_time: 2.9693224430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3454494476
validation[          , genome  1381] predictions:    9190/  10000 (91.90%), best:    9207/10000 (92.07%), error:      2761.82007, best error:      2715.57104 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 36.5280380249s, input_fired_time: 0.2744814456, output_fired_time: 0.1901028156, propagate_forward_time: 14.4477815628, propagate_backward_time: 19.7316532135, weight_update_time: 0.0784780160, other_time: 1.8840198517
epoch time: 3.3348562717s, input_fired_time: 0.0322882459, output_fired_time: 0.0000000000, propagate_forward_time: 2.9532542229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3493137360
validation[          , genome  1381] predictions:    9200/  10000 (92.00%), best:    9207/10000 (92.07%), error:      2725.79102, best error:      2715.57104 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 36.6135673523s, input_fired_time: 0.2770640552, output_fired_time: 0.1952404380, propagate_forward_time: 14.4305782318, propagate_backward_time: 19.8328990936, weight_update_time: 0.0789755881, other_time: 1.8777847290
epoch time: 3.3408215046s, input_fired_time: 0.0325335376, output_fired_time: 0.0000000000, propagate_forward_time: 2.9594643116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3488235474
validation[          , genome  1381] predictions:    9202/  10000 (92.02%), best:    9207/10000 (92.07%), error:      2720.73315, best error:      2715.57104 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 37.0382766724s, input_fired_time: 0.2879890800, output_fired_time: 0.1965224445, propagate_forward_time: 14.6099348068, propagate_backward_time: 20.0345973969, weight_update_time: 0.0797352716, other_time: 1.9092311859
epoch time: 3.3217194080s, input_fired_time: 0.0321463458, output_fired_time: 0.0000000000, propagate_forward_time: 2.9458971024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436758518
validation[          , genome  1381] predictions:    9198/  10000 (91.98%), best:    9198/10000 (91.98%), error:      2713.85010, best error:      2713.85010 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 37.1265983582s, input_fired_time: 0.2804963291, output_fired_time: 0.1969378591, propagate_forward_time: 14.6872520447, propagate_backward_time: 20.0409622192, weight_update_time: 0.0800235271, other_time: 1.9209518433
epoch time: 3.3327460289s, input_fired_time: 0.0317617133, output_fired_time: 0.0000000000, propagate_forward_time: 2.9497590065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3512253761
validation[          , genome  1381] predictions:    9192/  10000 (91.92%), best:    9198/10000 (91.98%), error:      2727.65747, best error:      2713.85010 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 36.2918548584s, input_fired_time: 0.2757093310, output_fired_time: 0.1942358613, propagate_forward_time: 14.3163461685, propagate_backward_time: 19.6432666779, weight_update_time: 0.0789292604, other_time: 1.8622951508
epoch time: 3.3418898582s, input_fired_time: 0.0325314179, output_fired_time: 0.0000000000, propagate_forward_time: 2.9600546360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3493037224
validation[          , genome  1381] predictions:    9205/  10000 (92.05%), best:    9198/10000 (91.98%), error:      2722.27319, best error:      2713.85010 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 36.7087516785s, input_fired_time: 0.2782232761, output_fired_time: 0.1966066957, propagate_forward_time: 14.4615345001, propagate_backward_time: 19.8834571838, weight_update_time: 0.0796277449, other_time: 1.8889293671
epoch time: 3.3232350349s, input_fired_time: 0.0326755494, output_fired_time: 0.0000000000, propagate_forward_time: 2.9468362331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437232971
validation[          , genome  1381] predictions:    9203/  10000 (92.03%), best:    9198/10000 (91.98%), error:      2729.15918, best error:      2713.85010 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 37.4540481567s, input_fired_time: 0.2806964517, output_fired_time: 0.1998325139, propagate_forward_time: 14.7469348907, propagate_backward_time: 20.3054008484, weight_update_time: 0.0811429843, other_time: 1.9211826324
epoch time: 3.3285787106s, input_fired_time: 0.0320036002, output_fired_time: 0.0000000000, propagate_forward_time: 2.9503159523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462591171
validation[          , genome  1381] predictions:    9203/  10000 (92.03%), best:    9198/10000 (91.98%), error:      2725.70825, best error:      2713.85010 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 37.4620475769s, input_fired_time: 0.2834973633, output_fired_time: 0.2002614588, propagate_forward_time: 14.7554359436, propagate_backward_time: 20.3141059875, weight_update_time: 0.0812752843, other_time: 1.9087486267
epoch time: 3.2521293163s, input_fired_time: 0.0318133906, output_fired_time: 0.0000000000, propagate_forward_time: 2.8768260479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434898853
validation[          , genome  1381] predictions:    9198/  10000 (91.98%), best:    9198/10000 (91.98%), error:      2740.02759, best error:      2713.85010 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 36.6084480286s, input_fired_time: 0.2803177834, output_fired_time: 0.1925031692, propagate_forward_time: 14.5127925873, propagate_backward_time: 19.7234077454, weight_update_time: 0.0789464563, other_time: 1.8994235992
epoch time: 3.3290948868s, input_fired_time: 0.0326307677, output_fired_time: 0.0000000000, propagate_forward_time: 2.9560234547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404407501
validation[          , genome  1381] predictions:    9199/  10000 (91.99%), best:    9198/10000 (91.98%), error:      2723.19214, best error:      2713.85010 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 36.5410423279s, input_fired_time: 0.2764904797, output_fired_time: 0.1905475855, propagate_forward_time: 14.4592971802, propagate_backward_time: 19.7553863525, weight_update_time: 0.0790769383, other_time: 1.8593215942
epoch time: 3.0832364559s, input_fired_time: 0.0303299017, output_fired_time: 0.0000000000, propagate_forward_time: 2.7282345295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3246719837
validation[          , genome  1381] predictions:    9196/  10000 (91.96%), best:    9198/10000 (91.98%), error:      2725.00098, best error:      2713.85010 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 35.7003326416s, input_fired_time: 0.2751711905, output_fired_time: 0.1919603199, propagate_forward_time: 14.1052188873, propagate_backward_time: 19.2862243652, weight_update_time: 0.0771604031, other_time: 1.8417606354
epoch time: 3.3314647675s, input_fired_time: 0.0327181704, output_fired_time: 0.0000000000, propagate_forward_time: 2.9472019672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515446186
validation[          , genome  1381] predictions:    9198/  10000 (91.98%), best:    9198/10000 (91.98%), error:      2729.38159, best error:      2713.85010 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 36.7483406067s, input_fired_time: 0.2781648040, output_fired_time: 0.1947988272, propagate_forward_time: 14.4498958588, propagate_backward_time: 19.9225730896, weight_update_time: 0.0798469186, other_time: 1.9029102325
epoch time: 3.3263609409s, input_fired_time: 0.0328462496, output_fired_time: 0.0000000000, propagate_forward_time: 2.9499952793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3435194492
validation[          , genome  1381] predictions:    9196/  10000 (91.96%), best:    9198/10000 (91.98%), error:      2733.93408, best error:      2713.85010 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 37.2639045715s, input_fired_time: 0.2786906362, output_fired_time: 0.1967385411, propagate_forward_time: 14.6734142303, propagate_backward_time: 20.2083435059, weight_update_time: 0.0806113407, other_time: 1.9067173004
epoch time: 3.3265678883s, input_fired_time: 0.0322887190, output_fired_time: 0.0000000000, propagate_forward_time: 2.9484524727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458266258
validation[          , genome  1381] predictions:    9205/  10000 (92.05%), best:    9198/10000 (91.98%), error:      2716.55908, best error:      2713.85010 on epoch:    90, 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: 16.6669254303s, input_fired_time: 0.1620701253, output_fired_time: 0.0000000000, propagate_forward_time: 14.7640676498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7407884598
best training[          , genome  1381] predictions:   46733/  50000 (93.47%), best:    9198/10000 (91.98%), error:     11896.32617, best error:      2713.85010 on epoch:    90, 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: 3.3286287785s, input_fired_time: 0.0313671678, output_fired_time: 0.0000000000, propagate_forward_time: 2.9549355507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423261642
   testing[          , genome  1381] predictions:    9254/  10000 (92.54%), best:    9198/10000 (91.98%), error:      2570.74365, best error:      2713.85010 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:22:51 (68765): called boinc_finish(0)

</stderr_txt>
]]>