Nameexact_genome_1518178202_48_18355_1
Workunit2992120
Created9 Feb 2018, 15:58:19 UTC
Sent9 Feb 2018, 16:37:29 UTC
Report deadline11 Apr 2018, 2:43:31 UTC
Received13 Feb 2018, 14:11:40 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID75310
Run time22 hours 55 min 20 sec
CPU time22 hours 55 min 20 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS3.67 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size181.57 MB
Peak swap size184.00 MB
Peak disk usage4.58 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
00 (98.72%), best:    9884/10000 (98.84%), error:       416.92001, best error:       398.98297 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 738.9826049805s, input_fired_time: 10.9939632416, output_fired_time: 7.1748332977, propagate_forward_time: 284.6260681152, propagate_backward_time: 424.8040161133, weight_update_time: 0.7541022897, other_time: 11.3837585449
epoch time: 60.8771514893s, input_fired_time: 1.1557755470, output_fired_time: 0.0000000000, propagate_forward_time: 57.7228851318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9984893799
validation[          , genome 18355] predictions:    9766/  10000 (97.66%), best:    9884/10000 (98.84%), error:       749.97815, best error:       398.98297 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 751.7588500977s, input_fired_time: 11.1499099731, output_fired_time: 7.2803335190, propagate_forward_time: 289.7532653809, propagate_backward_time: 431.9904479980, weight_update_time: 0.7638418078, other_time: 11.5848999023
epoch time: 60.8377799988s, input_fired_time: 1.1643795967, output_fired_time: 0.0000000000, propagate_forward_time: 57.6736602783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9997406006
validation[          , genome 18355] predictions:    9854/  10000 (98.54%), best:    9884/10000 (98.84%), error:       496.51321, best error:       398.98297 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 751.4670410156s, input_fired_time: 11.1531438828, output_fired_time: 7.2772521973, propagate_forward_time: 289.6636657715, propagate_backward_time: 431.7834777832, weight_update_time: 0.7665117383, other_time: 11.5894775391
epoch time: 60.6801109314s, input_fired_time: 1.1564384699, output_fired_time: 0.0000000000, propagate_forward_time: 57.5202217102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0034523010
validation[          , genome 18355] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       415.99219, best error:       398.98297 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 750.6677246094s, input_fired_time: 11.1519918442, output_fired_time: 7.2683434486, propagate_forward_time: 289.4237976074, propagate_backward_time: 431.2446594238, weight_update_time: 0.7648745179, other_time: 11.5789184570
epoch time: 60.6641769409s, input_fired_time: 1.1661744118, output_fired_time: 0.0000000000, propagate_forward_time: 57.5014114380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9965896606
validation[          , genome 18355] predictions:    9838/  10000 (98.38%), best:    9884/10000 (98.84%), error:       510.90768, best error:       398.98297 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 3420.4956054688s, input_fired_time: 12.7198400497, output_fired_time: 9.0426979065, propagate_forward_time: 2818.3813476562, propagate_backward_time: 567.1179809570, weight_update_time: 0.9035187364, other_time: 13.2338256836
epoch time: 60.9256820679s, input_fired_time: 1.1655004025, output_fired_time: 0.0000000000, propagate_forward_time: 57.7586212158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0015602112
validation[          , genome 18355] predictions:    9847/  10000 (98.47%), best:    9884/10000 (98.84%), error:       519.61877, best error:       398.98297 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 766.5036010742s, input_fired_time: 11.2656936646, output_fired_time: 7.4094529152, propagate_forward_time: 295.5622558594, propagate_backward_time: 440.6128845215, weight_update_time: 0.7723021507, other_time: 11.6533508301
epoch time: 109.1935119629s, input_fired_time: 1.6838622093, output_fired_time: 0.0000000000, propagate_forward_time: 104.7921524048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7174987793
validation[          , genome 18355] predictions:    9872/  10000 (98.72%), best:    9884/10000 (98.84%), error:       400.44766, best error:       398.98297 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 777.8179321289s, input_fired_time: 11.4194335938, output_fired_time: 7.5100874901, propagate_forward_time: 300.6543273926, propagate_backward_time: 446.1999816895, weight_update_time: 0.7911315560, other_time: 12.0341186523
epoch time: 60.7385292053s, input_fired_time: 1.1641631126, output_fired_time: 0.0000000000, propagate_forward_time: 57.5769309998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9974365234
validation[          , genome 18355] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       350.11621, best error:       350.11621 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 747.3913574219s, input_fired_time: 11.1505727768, output_fired_time: 7.2686271667, propagate_forward_time: 287.9325256348, propagate_backward_time: 429.4629516602, weight_update_time: 0.7609476447, other_time: 11.5766906738
epoch time: 60.7220764160s, input_fired_time: 1.1558461189, output_fired_time: 0.0000000000, propagate_forward_time: 57.5547790527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0114517212
validation[          , genome 18355] predictions:    9860/  10000 (98.60%), best:    9896/10000 (98.96%), error:       470.62201, best error:       350.11621 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 747.1805419922s, input_fired_time: 11.1407060623, output_fired_time: 7.2590165138, propagate_forward_time: 287.7716674805, propagate_backward_time: 429.5161132812, weight_update_time: 0.7606523633, other_time: 11.4930419922
epoch time: 60.8779335022s, input_fired_time: 1.1631878614, output_fired_time: 0.0000000000, propagate_forward_time: 57.7194595337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9952850342
validation[          , genome 18355] predictions:    9853/  10000 (98.53%), best:    9896/10000 (98.96%), error:       424.06097, best error:       350.11621 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 747.2340698242s, input_fired_time: 11.1700248718, output_fired_time: 7.2506957054, propagate_forward_time: 288.0150756836, propagate_backward_time: 429.3038635254, weight_update_time: 0.7612385750, other_time: 11.4944152832
epoch time: 60.8801918030s, input_fired_time: 1.1722828150, output_fired_time: 0.0000000000, propagate_forward_time: 57.7035980225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0043106079
validation[          , genome 18355] predictions:    9864/  10000 (98.64%), best:    9896/10000 (98.96%), error:       426.34671, best error:       350.11621 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 746.9389648438s, input_fired_time: 11.1502761841, output_fired_time: 7.2552952766, propagate_forward_time: 287.7397460938, propagate_backward_time: 429.3034362793, weight_update_time: 0.7602248788, other_time: 11.4902038574
epoch time: 60.6471099854s, input_fired_time: 1.1673022509, output_fired_time: 0.0000000000, propagate_forward_time: 57.4848022461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9950065613
validation[          , genome 18355] predictions:    9885/  10000 (98.85%), best:    9896/10000 (98.96%), error:       394.49286, best error:       350.11621 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 722.4353027344s, input_fired_time: 10.8180809021, output_fired_time: 7.0390710831, propagate_forward_time: 278.0760192871, propagate_backward_time: 415.3081665039, weight_update_time: 0.7377044559, other_time: 11.1940002441
epoch time: 58.8891639709s, input_fired_time: 1.1472213268, output_fired_time: 0.0000000000, propagate_forward_time: 55.7891006470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9528427124
validation[          , genome 18355] predictions:    9876/  10000 (98.76%), best:    9896/10000 (98.96%), error:       370.04559, best error:       350.11621 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 739.6256103516s, input_fired_time: 10.8401527405, output_fired_time: 7.1080594063, propagate_forward_time: 285.9221496582, propagate_backward_time: 424.4745483398, weight_update_time: 0.7469815016, other_time: 11.2807312012
epoch time: 58.4569396973s, input_fired_time: 1.1284068823, output_fired_time: 0.0000000000, propagate_forward_time: 55.3946151733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9339179993
validation[          , genome 18355] predictions:    9863/  10000 (98.63%), best:    9896/10000 (98.96%), error:       394.46924, best error:       350.11621 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 706.5696411133s, input_fired_time: 10.5940866470, output_fired_time: 6.8569316864, propagate_forward_time: 272.4042663574, propagate_backward_time: 405.7273559570, weight_update_time: 0.7230724692, other_time: 10.9869689941
epoch time: 56.1106376648s, input_fired_time: 1.0969005823, output_fired_time: 0.0000000000, propagate_forward_time: 53.1382980347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8754386902
validation[          , genome 18355] predictions:    9856/  10000 (98.56%), best:    9896/10000 (98.96%), error:       451.09052, best error:       350.11621 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 705.6900024414s, input_fired_time: 10.6056337357, output_fired_time: 6.8441944122, propagate_forward_time: 272.1260681152, propagate_backward_time: 405.1420593262, weight_update_time: 0.7223353982, other_time: 10.9720458984
epoch time: 58.3208274841s, input_fired_time: 1.1256511211, output_fired_time: 0.0000000000, propagate_forward_time: 55.2608337402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9343414307
validation[          , genome 18355] predictions:    9889/  10000 (98.89%), best:    9896/10000 (98.96%), error:       382.68234, best error:       350.11621 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 719.5278320312s, input_fired_time: 10.7905139923, output_fired_time: 6.9813413620, propagate_forward_time: 277.3447265625, propagate_backward_time: 413.2557373047, weight_update_time: 0.7358312011, other_time: 11.1555175781
epoch time: 58.8977775574s, input_fired_time: 1.1432212591, output_fired_time: 0.0000000000, propagate_forward_time: 55.8023567200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9521980286
validation[          , genome 18355] predictions:    9894/  10000 (98.94%), best:    9896/10000 (98.96%), error:       350.42532, best error:       350.11621 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 6244.5175781250s, input_fired_time: 11.0257673264, output_fired_time: 7.2225346565, propagate_forward_time: 289.4259338379, propagate_backward_time: 5925.4423828125, weight_update_time: 0.7559565306, other_time: 11.4008789062
epoch time: 109.1509704590s, input_fired_time: 1.6795892715, output_fired_time: 0.0000000000, propagate_forward_time: 104.7478103638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7235717773
validation[          , genome 18355] predictions:    9873/  10000 (98.73%), best:    9896/10000 (98.96%), error:       421.73672, best error:       350.11621 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 760.1371459961s, input_fired_time: 11.2923297882, output_fired_time: 7.3477034569, propagate_forward_time: 293.6178588867, propagate_backward_time: 436.2259826660, weight_update_time: 0.7697989345, other_time: 11.6532287598
epoch time: 61.1258850098s, input_fired_time: 1.1924375296, output_fired_time: 0.0000000000, propagate_forward_time: 57.9288825989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0045661926
validation[          , genome 18355] predictions:    9863/  10000 (98.63%), best:    9896/10000 (98.96%), error:       465.78738, best error:       350.11621 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 753.4142456055s, input_fired_time: 11.2334070206, output_fired_time: 7.2873873711, propagate_forward_time: 290.4205322266, propagate_backward_time: 432.7757873535, weight_update_time: 0.7644634247, other_time: 11.6971130371
epoch time: 61.6132736206s, input_fired_time: 1.1859833002, output_fired_time: 0.0000000000, propagate_forward_time: 58.3753890991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0519027710
validation[          , genome 18355] predictions:    9889/  10000 (98.89%), best:    9896/10000 (98.96%), error:       353.80331, best error:       350.11621 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 753.9194946289s, input_fired_time: 11.2483797073, output_fired_time: 7.2949523926, propagate_forward_time: 290.5646972656, propagate_backward_time: 433.1275024414, weight_update_time: 0.7647488117, other_time: 11.6840209961
epoch time: 60.9438438416s, input_fired_time: 1.1771131754, output_fired_time: 0.0000000000, propagate_forward_time: 57.7567520142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0099792480
validation[          , genome 18355] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       325.45178, best error:       325.45178 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 748.4090576172s, input_fired_time: 11.2354888916, output_fired_time: 7.2771549225, propagate_forward_time: 288.3281860352, propagate_backward_time: 430.0205078125, weight_update_time: 0.7633396387, other_time: 11.5477294922
epoch time: 60.7172317505s, input_fired_time: 1.1773688793, output_fired_time: 0.0000000000, propagate_forward_time: 57.5423927307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9974708557
validation[          , genome 18355] predictions:    9886/  10000 (98.86%), best:    9891/10000 (98.91%), error:       367.46127, best error:       325.45178 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 748.7968750000s, input_fired_time: 11.2217226028, output_fired_time: 7.2774271965, propagate_forward_time: 288.4129333496, propagate_backward_time: 430.3382568359, weight_update_time: 0.7620646358, other_time: 11.5465393066
epoch time: 60.6817665100s, input_fired_time: 1.1736972332, output_fired_time: 0.0000000000, propagate_forward_time: 57.5117988586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9962692261
validation[          , genome 18355] predictions:    9868/  10000 (98.68%), best:    9891/10000 (98.91%), error:       430.40677, best error:       325.45178 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 750.8995971680s, input_fired_time: 11.2460727692, output_fired_time: 7.2772741318, propagate_forward_time: 289.4181823730, propagate_backward_time: 431.3171997070, weight_update_time: 0.7669281960, other_time: 11.6408386230
epoch time: 60.6934928894s, input_fired_time: 1.1868765354, output_fired_time: 0.0000000000, propagate_forward_time: 57.5060348511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0005798340
validation[          , genome 18355] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       300.17596, best error:       300.17596 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 746.8452148438s, input_fired_time: 11.2189941406, output_fired_time: 7.2656230927, propagate_forward_time: 287.7028808594, propagate_backward_time: 429.1531677246, weight_update_time: 0.7605375051, other_time: 11.5045471191
epoch time: 60.6957473755s, input_fired_time: 1.1702109575, output_fired_time: 0.0000000000, propagate_forward_time: 57.5285263062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9970092773
validation[          , genome 18355] predictions:    9894/  10000 (98.94%), best:    9907/10000 (99.07%), error:       333.58698, best error:       300.17596 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 747.4168701172s, input_fired_time: 11.2087411880, output_fired_time: 7.2705197334, propagate_forward_time: 287.8185119629, propagate_backward_time: 429.5949401855, weight_update_time: 0.7614283562, other_time: 11.5241699219
epoch time: 60.7443733215s, input_fired_time: 1.1789677143, output_fired_time: 0.0000000000, propagate_forward_time: 57.5660781860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9993286133
validation[          , genome 18355] predictions:    9904/  10000 (99.04%), best:    9907/10000 (99.07%), error:       308.39322, best error:       300.17596 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 747.6011962891s, input_fired_time: 11.2320127487, output_fired_time: 7.2740883827, propagate_forward_time: 287.8126831055, propagate_backward_time: 429.7662048340, weight_update_time: 0.7611061931, other_time: 11.5162048340
epoch time: 60.7704963684s, input_fired_time: 1.1946839094, output_fired_time: 0.0000000000, propagate_forward_time: 57.5676689148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0081443787
validation[          , genome 18355] predictions:    9898/  10000 (98.98%), best:    9907/10000 (99.07%), error:       325.52029, best error:       300.17596 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 747.5211791992s, input_fired_time: 11.2502155304, output_fired_time: 7.2784690857, propagate_forward_time: 287.6671752930, propagate_backward_time: 429.7987670898, weight_update_time: 0.7617083192, other_time: 11.5265502930
epoch time: 60.7189979553s, input_fired_time: 1.1818000078, output_fired_time: 0.0000000000, propagate_forward_time: 57.5357780457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0014190674
validation[          , genome 18355] predictions:    9905/  10000 (99.05%), best:    9907/10000 (99.07%), error:       338.64993, best error:       300.17596 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 748.3214111328s, input_fired_time: 11.2429790497, output_fired_time: 7.2743935585, propagate_forward_time: 288.0710449219, propagate_backward_time: 430.2009277344, weight_update_time: 0.7627677321, other_time: 11.5320434570
epoch time: 60.8168067932s, input_fired_time: 1.1846095324, output_fired_time: 0.0000000000, propagate_forward_time: 57.6252517700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0069465637
validation[          , genome 18355] predictions:    9848/  10000 (98.48%), best:    9907/10000 (99.07%), error:       433.21210, best error:       300.17596 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 750.0930175781s, input_fired_time: 11.2730293274, output_fired_time: 7.2773485184, propagate_forward_time: 289.1677551270, propagate_backward_time: 430.8161621094, weight_update_time: 0.7632551789, other_time: 11.5587463379
epoch time: 60.7339439392s, input_fired_time: 1.1866208315, output_fired_time: 0.0000000000, propagate_forward_time: 57.5467720032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0005493164
validation[          , genome 18355] predictions:    9896/  10000 (98.96%), best:    9907/10000 (99.07%), error:       328.14178, best error:       300.17596 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 749.2105102539s, input_fired_time: 11.2452402115, output_fired_time: 7.2691912651, propagate_forward_time: 288.7277526855, propagate_backward_time: 430.4486999512, weight_update_time: 0.7643045187, other_time: 11.5196533203
epoch time: 61.5606575012s, input_fired_time: 1.2000662088, output_fired_time: 0.0000000000, propagate_forward_time: 58.3408088684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0197830200
validation[          , genome 18355] predictions:    9889/  10000 (98.89%), best:    9907/10000 (99.07%), error:       332.56937, best error:       300.17596 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 751.3105468750s, input_fired_time: 11.2827997208, output_fired_time: 7.2849960327, propagate_forward_time: 289.4342651367, propagate_backward_time: 431.6600952148, weight_update_time: 0.7637975216, other_time: 11.6484375000
epoch time: 60.6854133606s, input_fired_time: 1.1787106991, output_fired_time: 0.0000000000, propagate_forward_time: 57.5058784485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0008239746
validation[          , genome 18355] predictions:    9883/  10000 (98.83%), best:    9907/10000 (99.07%), error:       401.43906, best error:       300.17596 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 749.4906005859s, input_fired_time: 11.2769956589, output_fired_time: 7.2781963348, propagate_forward_time: 288.8116149902, propagate_backward_time: 430.5567321777, weight_update_time: 0.7616398931, other_time: 11.5670776367
epoch time: 60.6821098328s, input_fired_time: 1.1821125746, output_fired_time: 0.0000000000, propagate_forward_time: 57.4987068176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0012893677
validation[          , genome 18355] predictions:    9903/  10000 (99.03%), best:    9907/10000 (99.07%), error:       323.35135, best error:       300.17596 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 746.7345581055s, input_fired_time: 11.2423877716, output_fired_time: 7.2501406670, propagate_forward_time: 287.7480163574, propagate_backward_time: 428.9863586426, weight_update_time: 0.7615755200, other_time: 11.5076904297
epoch time: 60.9154930115s, input_fired_time: 1.1935660839, output_fired_time: 0.0000000000, propagate_forward_time: 57.7042808533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0176467896
validation[          , genome 18355] predictions:    9906/  10000 (99.06%), best:    9907/10000 (99.07%), error:       303.40378, best error:       300.17596 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 747.9209594727s, input_fired_time: 11.2379493713, output_fired_time: 7.2605996132, propagate_forward_time: 288.1984558105, propagate_backward_time: 429.7091064453, weight_update_time: 0.7611507773, other_time: 11.5148010254
epoch time: 61.1218452454s, input_fired_time: 1.1925477982, output_fired_time: 0.0000000000, propagate_forward_time: 57.9257888794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0035095215
validation[          , genome 18355] predictions:    9846/  10000 (98.46%), best:    9907/10000 (99.07%), error:       478.25821, best error:       300.17596 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 750.8864746094s, input_fired_time: 11.2763614655, output_fired_time: 7.2791481018, propagate_forward_time: 289.4565124512, propagate_backward_time: 431.3337402344, weight_update_time: 0.7640110254, other_time: 11.5406799316
epoch time: 61.2197761536s, input_fired_time: 1.1921408176, output_fired_time: 0.0000000000, propagate_forward_time: 58.0214195251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0062141418
validation[          , genome 18355] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       298.59677, best error:       298.59677 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 751.4304199219s, input_fired_time: 11.2967939377, output_fired_time: 7.2806892395, propagate_forward_time: 289.7913513184, propagate_backward_time: 431.4539489746, weight_update_time: 0.7634543777, other_time: 11.6076049805
epoch time: 60.8859100342s, input_fired_time: 1.1857599020, output_fired_time: 0.0000000000, propagate_forward_time: 57.7080535889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9920959473
validation[          , genome 18355] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       297.39334, best error:       297.39334 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 749.3183593750s, input_fired_time: 11.2865724564, output_fired_time: 7.2757539749, propagate_forward_time: 288.6853027344, propagate_backward_time: 430.5602722168, weight_update_time: 0.7615069151, other_time: 11.5104675293
epoch time: 61.1201477051s, input_fired_time: 1.1913729906, output_fired_time: 0.0000000000, propagate_forward_time: 57.9219856262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0067901611
validation[          , genome 18355] predictions:    9912/  10000 (99.12%), best:    9912/10000 (99.12%), error:       288.76810, best error:       288.76810 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 752.3178100586s, input_fired_time: 11.2971401215, output_fired_time: 7.2897086143, propagate_forward_time: 289.8644104004, propagate_backward_time: 432.2899475098, weight_update_time: 0.7654294968, other_time: 11.5765991211
epoch time: 60.9718513489s, input_fired_time: 1.1986706257, output_fired_time: 0.0000000000, propagate_forward_time: 57.7562141418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0169677734
validation[          , genome 18355] predictions:    9891/  10000 (98.91%), best:    9912/10000 (99.12%), error:       342.43103, best error:       288.76810 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 749.4205322266s, input_fired_time: 11.2849092484, output_fired_time: 7.2651767731, propagate_forward_time: 288.8080749512, propagate_backward_time: 430.5054931641, weight_update_time: 0.7649077177, other_time: 11.5568542480
epoch time: 60.7109680176s, input_fired_time: 1.1858937740, output_fired_time: 0.0000000000, propagate_forward_time: 57.5257492065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9993247986
validation[          , genome 18355] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       285.15930, best error:       285.15930 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 747.9382934570s, input_fired_time: 11.2641429901, output_fired_time: 7.2574105263, propagate_forward_time: 288.1773986816, propagate_backward_time: 429.7131042480, weight_update_time: 0.7640604973, other_time: 11.5262451172
epoch time: 60.8358192444s, input_fired_time: 1.1884146929, output_fired_time: 0.0000000000, propagate_forward_time: 57.6517982483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9956054688
validation[          , genome 18355] predictions:    9917/  10000 (99.17%), best:    9917/10000 (99.17%), error:       277.51871, best error:       277.51871 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 748.1206665039s, input_fired_time: 11.2618036270, output_fired_time: 7.2616147995, propagate_forward_time: 288.2150878906, propagate_backward_time: 429.8378295898, weight_update_time: 0.7623031139, other_time: 11.5443725586
epoch time: 60.8354682922s, input_fired_time: 1.1994057894, output_fired_time: 0.0000000000, propagate_forward_time: 57.6406059265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9954566956
validation[          , genome 18355] predictions:    9921/  10000 (99.21%), best:    9921/10000 (99.21%), error:       274.26575, best error:       274.26575 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 747.8690185547s, input_fired_time: 11.2769117355, output_fired_time: 7.2599759102, propagate_forward_time: 288.2269592285, propagate_backward_time: 429.5550231934, weight_update_time: 0.7625430822, other_time: 11.5501708984
epoch time: 61.7757911682s, input_fired_time: 1.2032983303, output_fired_time: 0.0000000000, propagate_forward_time: 58.5158042908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0566902161
validation[          , genome 18355] predictions:    9911/  10000 (99.11%), best:    9921/10000 (99.21%), error:       292.25287, best error:       274.26575 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 750.5725708008s, input_fired_time: 11.2925472260, output_fired_time: 7.2745122910, propagate_forward_time: 289.2895202637, propagate_backward_time: 431.1085510254, weight_update_time: 0.7635815740, other_time: 11.6074218750
epoch time: 60.9526290894s, input_fired_time: 1.1942746639, output_fired_time: 0.0000000000, propagate_forward_time: 57.7520980835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0062561035
validation[          , genome 18355] predictions:    9903/  10000 (99.03%), best:    9921/10000 (99.21%), error:       321.10141, best error:       274.26575 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 751.3565063477s, input_fired_time: 11.2764263153, output_fired_time: 7.2878875732, propagate_forward_time: 289.3669128418, propagate_backward_time: 431.7642517090, weight_update_time: 0.7655689716, other_time: 11.6610107422
epoch time: 60.8990173340s, input_fired_time: 1.1922155619, output_fired_time: 0.0000000000, propagate_forward_time: 57.6950225830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0117797852
validation[          , genome 18355] predictions:    9917/  10000 (99.17%), best:    9917/10000 (99.17%), error:       272.05200, best error:       272.05200 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 750.7282104492s, input_fired_time: 11.2826957703, output_fired_time: 7.2719216347, propagate_forward_time: 289.1544494629, propagate_backward_time: 431.4176330566, weight_update_time: 0.7636384368, other_time: 11.6015014648
epoch time: 60.8064041138s, input_fired_time: 1.1923950911, output_fired_time: 0.0000000000, propagate_forward_time: 57.6107101440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0032997131
validation[          , genome 18355] predictions:    9912/  10000 (99.12%), best:    9917/10000 (99.17%), error:       301.42725, best error:       272.05200 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 750.2512207031s, input_fired_time: 11.2843904495, output_fired_time: 7.2763042450, propagate_forward_time: 289.0648193359, propagate_backward_time: 431.0310668945, weight_update_time: 0.7630462050, other_time: 11.5946655273
epoch time: 60.8731346130s, input_fired_time: 1.1893444061, output_fired_time: 0.0000000000, propagate_forward_time: 57.6861610413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9976310730
validation[          , genome 18355] predictions:    9919/  10000 (99.19%), best:    9917/10000 (99.17%), error:       282.67279, best error:       272.05200 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 750.4786987305s, input_fired_time: 11.2918682098, output_fired_time: 7.2786722183, propagate_forward_time: 289.2607116699, propagate_backward_time: 431.1044921875, weight_update_time: 0.7641049623, other_time: 11.5429382324
epoch time: 60.7109222412s, input_fired_time: 1.1908006668, output_fired_time: 0.0000000000, propagate_forward_time: 57.5197334290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0003890991
validation[          , genome 18355] predictions:    9915/  10000 (99.15%), best:    9917/10000 (99.17%), error:       279.06479, best error:       272.05200 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 747.1004638672s, input_fired_time: 11.2713537216, output_fired_time: 7.2594246864, propagate_forward_time: 287.7192993164, propagate_backward_time: 429.3590393066, weight_update_time: 0.7598306537, other_time: 11.4913635254
epoch time: 60.7178306580s, input_fired_time: 1.1842145920, output_fired_time: 0.0000000000, propagate_forward_time: 57.5417022705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9919128418
validation[          , genome 18355] predictions:    9904/  10000 (99.04%), best:    9917/10000 (99.17%), error:       298.33920, best error:       272.05200 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 747.6713867188s, input_fired_time: 11.2574138641, output_fired_time: 7.2636771202, propagate_forward_time: 288.0030822754, propagate_backward_time: 429.6356811523, weight_update_time: 0.7617263794, other_time: 11.5115661621
epoch time: 60.7042503357s, input_fired_time: 1.1877876520, output_fired_time: 0.0000000000, propagate_forward_time: 57.5208473206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9956169128
validation[          , genome 18355] predictions:    9916/  10000 (99.16%), best:    9917/10000 (99.17%), error:       286.08243, best error:       272.05200 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 746.4984741211s, input_fired_time: 11.2711315155, output_fired_time: 7.2436909676, propagate_forward_time: 287.6560058594, propagate_backward_time: 428.8460083008, weight_update_time: 0.7600493431, other_time: 11.4816284180
epoch time: 60.6930732727s, input_fired_time: 1.1898319721, output_fired_time: 0.0000000000, propagate_forward_time: 57.5034980774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9997444153
validation[          , genome 18355] predictions:    9912/  10000 (99.12%), best:    9917/10000 (99.17%), error:       285.81830, best error:       272.05200 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 747.0306396484s, input_fired_time: 11.2821130753, output_fired_time: 7.2578506470, propagate_forward_time: 287.7690734863, propagate_backward_time: 429.2370910645, weight_update_time: 0.7612534165, other_time: 11.4844970703
epoch time: 61.1116905212s, input_fired_time: 1.1966747046, output_fired_time: 0.0000000000, propagate_forward_time: 57.9128227234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0021934509
validation[          , genome 18355] predictions:    9914/  10000 (99.14%), best:    9917/10000 (99.17%), error:       281.42661, best error:       272.05200 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 747.7501220703s, input_fired_time: 11.2784500122, output_fired_time: 7.2649159431, propagate_forward_time: 287.9760437012, propagate_backward_time: 429.7110900879, weight_update_time: 0.7608628273, other_time: 11.5196533203
epoch time: 60.7146492004s, input_fired_time: 1.1899243593, output_fired_time: 0.0000000000, propagate_forward_time: 57.5262184143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9985046387
validation[          , genome 18355] predictions:    9917/  10000 (99.17%), best:    9917/10000 (99.17%), error:       270.03470, best error:       270.03470 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 747.6290893555s, input_fired_time: 11.2929477692, output_fired_time: 7.2554531097, propagate_forward_time: 288.1964111328, propagate_backward_time: 429.3594360352, weight_update_time: 0.7606634498, other_time: 11.5248413086
epoch time: 60.7223930359s, input_fired_time: 1.1958147287, output_fired_time: 0.0000000000, propagate_forward_time: 57.5322532654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9943237305
validation[          , genome 18355] predictions:    9916/  10000 (99.16%), best:    9917/10000 (99.17%), error:       290.72153, best error:       270.03470 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 747.8472290039s, input_fired_time: 11.2840871811, output_fired_time: 7.2669906616, propagate_forward_time: 288.0872192383, propagate_backward_time: 429.7133789062, weight_update_time: 0.7610443830, other_time: 11.4956054688
epoch time: 60.6999740601s, input_fired_time: 1.1904766560, output_fired_time: 0.0000000000, propagate_forward_time: 57.5158309937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9936676025
validation[          , genome 18355] predictions:    9924/  10000 (99.24%), best:    9924/10000 (99.24%), error:       269.65973, best error:       269.65973 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 748.2092895508s, input_fired_time: 11.2860746384, output_fired_time: 7.2608046532, propagate_forward_time: 288.2422790527, propagate_backward_time: 429.9107055664, weight_update_time: 0.7619911432, other_time: 11.5094299316
epoch time: 60.7107200623s, input_fired_time: 1.1922940016, output_fired_time: 0.0000000000, propagate_forward_time: 57.5194015503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9990234375
validation[          , genome 18355] predictions:    9924/  10000 (99.24%), best:    9924/10000 (99.24%), error:       256.45978, best error:       256.45978 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 748.6315917969s, input_fired_time: 11.2978172302, output_fired_time: 7.2658824921, propagate_forward_time: 288.6226501465, propagate_backward_time: 429.9468688965, weight_update_time: 0.7609247565, other_time: 11.4984130859
epoch time: 60.9594535828s, input_fired_time: 1.1965171099, output_fired_time: 0.0000000000, propagate_forward_time: 57.7614593506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0014762878
validation[          , genome 18355] predictions:    9914/  10000 (99.14%), best:    9924/10000 (99.24%), error:       278.28665, best error:       256.45978 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 751.5758056641s, input_fired_time: 11.3049240112, output_fired_time: 7.2794351578, propagate_forward_time: 289.5566406250, propagate_backward_time: 431.8106994629, weight_update_time: 0.7641823888, other_time: 11.6241149902
epoch time: 61.3091888428s, input_fired_time: 1.2001980543, output_fired_time: 0.0000000000, propagate_forward_time: 58.0990905762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0098991394
validation[          , genome 18355] predictions:    9925/  10000 (99.25%), best:    9925/10000 (99.25%), error:       254.81023, best error:       254.81023 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 746.6487426758s, input_fired_time: 11.2572479248, output_fired_time: 7.2540221214, propagate_forward_time: 287.6513977051, propagate_backward_time: 429.0060729980, weight_update_time: 0.7592619658, other_time: 11.4799804688
epoch time: 60.9796752930s, input_fired_time: 1.1952379942, output_fired_time: 0.0000000000, propagate_forward_time: 57.7826347351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0018043518
validation[          , genome 18355] predictions:    9921/  10000 (99.21%), best:    9921/10000 (99.21%), error:       251.61919, best error:       251.61919 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 753.9534301758s, input_fired_time: 11.3326196671, output_fired_time: 7.3046798706, propagate_forward_time: 290.6224365234, propagate_backward_time: 432.9421081543, weight_update_time: 0.7656421661, other_time: 11.7515563965
epoch time: 61.6028289795s, input_fired_time: 1.2059988976, output_fired_time: 0.0000000000, propagate_forward_time: 58.2504196167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1464118958
validation[          , genome 18355] predictions:    9923/  10000 (99.23%), best:    9921/10000 (99.21%), error:       259.68982, best error:       251.61919 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 748.5943603516s, input_fired_time: 11.2926378250, output_fired_time: 7.2632894516, propagate_forward_time: 288.5183105469, propagate_backward_time: 429.9490356445, weight_update_time: 0.7614936829, other_time: 11.5710449219
epoch time: 60.9613685608s, input_fired_time: 1.1961023808, output_fired_time: 0.0000000000, propagate_forward_time: 57.7721176147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9931488037
validation[          , genome 18355] predictions:    9920/  10000 (99.20%), best:    9921/10000 (99.21%), error:       260.47684, best error:       251.61919 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 747.2867431641s, input_fired_time: 11.2927074432, output_fired_time: 7.2517576218, propagate_forward_time: 288.1421203613, propagate_backward_time: 429.0967407227, weight_update_time: 0.7610919476, other_time: 11.5033874512
epoch time: 60.7799415588s, input_fired_time: 1.2023806572, output_fired_time: 0.0000000000, propagate_forward_time: 57.5746803284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0028800964
validation[          , genome 18355] predictions:    9926/  10000 (99.26%), best:    9921/10000 (99.21%), error:       263.18326, best error:       251.61919 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 746.0650634766s, input_fired_time: 11.2835044861, output_fired_time: 7.2309169769, propagate_forward_time: 287.6079711914, propagate_backward_time: 428.4457397461, weight_update_time: 0.7601726651, other_time: 11.4969482422
epoch time: 60.7621078491s, input_fired_time: 1.1935205460, output_fired_time: 0.0000000000, propagate_forward_time: 57.5675163269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0010719299
validation[          , genome 18355] predictions:    9911/  10000 (99.11%), best:    9921/10000 (99.21%), error:       293.77170, best error:       251.61919 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 748.1215209961s, input_fired_time: 11.2955932617, output_fired_time: 7.2490620613, propagate_forward_time: 288.4125366211, propagate_backward_time: 429.6263122559, weight_update_time: 0.7609924078, other_time: 11.5379943848
epoch time: 61.1033248901s, input_fired_time: 1.1999245882, output_fired_time: 0.0000000000, propagate_forward_time: 57.9023628235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0010375977
validation[          , genome 18355] predictions:    9922/  10000 (99.22%), best:    9921/10000 (99.21%), error:       271.38922, best error:       251.61919 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 747.5342407227s, input_fired_time: 11.3077392578, output_fired_time: 7.2546372414, propagate_forward_time: 288.1733398438, propagate_backward_time: 429.2492370605, weight_update_time: 0.7611590028, other_time: 11.5492858887
epoch time: 60.9456100464s, input_fired_time: 1.1993478537, output_fired_time: 0.0000000000, propagate_forward_time: 57.7402000427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0060615540
validation[          , genome 18355] predictions:    9925/  10000 (99.25%), best:    9921/10000 (99.21%), error:       283.17596, best error:       251.61919 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 751.1585083008s, input_fired_time: 11.3222856522, output_fired_time: 7.2957644463, propagate_forward_time: 289.3573913574, propagate_backward_time: 431.6075134277, weight_update_time: 0.7624000311, other_time: 11.5755615234
epoch time: 60.6902122498s, input_fired_time: 1.1906572580, output_fired_time: 0.0000000000, propagate_forward_time: 57.5075340271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9920196533
validation[          , genome 18355] predictions:    9917/  10000 (99.17%), best:    9921/10000 (99.21%), error:       267.91135, best error:       251.61919 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 749.3701782227s, input_fired_time: 11.2920913696, output_fired_time: 7.2800426483, propagate_forward_time: 288.5595703125, propagate_backward_time: 430.6972961426, weight_update_time: 0.7623345256, other_time: 11.5411682129
epoch time: 60.8074264526s, input_fired_time: 1.1950342655, output_fired_time: 0.0000000000, propagate_forward_time: 57.6143226624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9980697632
validation[          , genome 18355] predictions:    9923/  10000 (99.23%), best:    9921/10000 (99.21%), error:       260.70813, best error:       251.61919 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 749.2202758789s, input_fired_time: 11.3014030457, output_fired_time: 7.2656459808, propagate_forward_time: 288.7190551758, propagate_backward_time: 430.3780822754, weight_update_time: 0.7644438148, other_time: 11.5561218262
epoch time: 60.8220710754s, input_fired_time: 1.2004475594, output_fired_time: 0.0000000000, propagate_forward_time: 57.6185531616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0030708313
validation[          , genome 18355] predictions:    9921/  10000 (99.21%), best:    9921/10000 (99.21%), error:       259.23605, best error:       251.61919 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 750.2188720703s, input_fired_time: 11.3104772568, output_fired_time: 7.2728500366, propagate_forward_time: 289.2214660645, propagate_backward_time: 430.8596496582, weight_update_time: 0.7650100589, other_time: 11.5544433594
epoch time: 60.7798271179s, input_fired_time: 1.1948413849, output_fired_time: 0.0000000000, propagate_forward_time: 57.5869331360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9980506897
validation[          , genome 18355] predictions:    9923/  10000 (99.23%), best:    9921/10000 (99.21%), error:       251.79015, best error:       251.61919 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 748.5536499023s, input_fired_time: 11.3080558777, output_fired_time: 7.2622547150, propagate_forward_time: 288.5321960449, propagate_backward_time: 429.8894348145, weight_update_time: 0.7637066245, other_time: 11.5617065430
epoch time: 60.5994949341s, input_fired_time: 1.1945108175, output_fired_time: 0.0000000000, propagate_forward_time: 57.4107284546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9942550659
validation[          , genome 18355] predictions:    9928/  10000 (99.28%), best:    9921/10000 (99.21%), error:       254.35660, best error:       251.61919 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 748.4673461914s, input_fired_time: 11.3127822876, output_fired_time: 7.2732090950, propagate_forward_time: 288.3439636230, propagate_backward_time: 430.0517578125, weight_update_time: 0.7620651126, other_time: 11.4856262207
epoch time: 61.3163490295s, input_fired_time: 1.2012516260, output_fired_time: 0.0000000000, propagate_forward_time: 58.1152610779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9998359680
validation[          , genome 18355] predictions:    9921/  10000 (99.21%), best:    9921/10000 (99.21%), error:       261.59439, best error:       251.61919 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 749.9536132812s, input_fired_time: 11.3180246353, output_fired_time: 7.2723169327, propagate_forward_time: 288.9571228027, propagate_backward_time: 430.8430480957, weight_update_time: 0.7645274401, other_time: 11.5630493164
epoch time: 61.0538635254s, input_fired_time: 1.2053908110, output_fired_time: 0.0000000000, propagate_forward_time: 57.8422164917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0062561035
validation[          , genome 18355] predictions:    9926/  10000 (99.26%), best:    9921/10000 (99.21%), error:       263.75177, best error:       251.61919 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 748.3673095703s, input_fired_time: 11.3134279251, output_fired_time: 7.2649855614, propagate_forward_time: 288.3266906738, propagate_backward_time: 429.9621887207, weight_update_time: 0.7609880567, other_time: 11.5000000000
epoch time: 60.7688560486s, input_fired_time: 1.1974432468, output_fired_time: 0.0000000000, propagate_forward_time: 57.5713844299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0000267029
validation[          , genome 18355] predictions:    9917/  10000 (99.17%), best:    9921/10000 (99.21%), error:       259.23392, best error:       251.61919 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 748.5668945312s, input_fired_time: 11.3064985275, output_fired_time: 7.2666740417, propagate_forward_time: 288.4117736816, propagate_backward_time: 430.0592041016, weight_update_time: 0.7618578672, other_time: 11.5227355957
epoch time: 60.8986740112s, input_fired_time: 1.2015002966, output_fired_time: 0.0000000000, propagate_forward_time: 57.6955909729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0015830994
validation[          , genome 18355] predictions:    9925/  10000 (99.25%), best:    9921/10000 (99.21%), error:       258.77228, best error:       251.61919 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 749.8078613281s, input_fired_time: 11.3126821518, output_fired_time: 7.2815713882, propagate_forward_time: 288.7170410156, propagate_backward_time: 430.9534606934, weight_update_time: 0.7624319792, other_time: 11.5431213379
epoch time: 60.7491226196s, input_fired_time: 1.1988980770, output_fired_time: 0.0000000000, propagate_forward_time: 57.5542831421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9959411621
validation[          , genome 18355] predictions:    9924/  10000 (99.24%), best:    9921/10000 (99.21%), error:       258.26801, best error:       251.61919 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 752.4804077148s, input_fired_time: 11.3343381882, output_fired_time: 7.2910389900, propagate_forward_time: 289.9466247559, propagate_backward_time: 432.2573242188, weight_update_time: 0.7657794952, other_time: 11.6510925293
epoch time: 60.7474136353s, input_fired_time: 1.1976321936, output_fired_time: 0.0000000000, propagate_forward_time: 57.5525627136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9972190857
validation[          , genome 18355] predictions:    9921/  10000 (99.21%), best:    9921/10000 (99.21%), error:       258.36511, best error:       251.61919 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 751.4416503906s, input_fired_time: 11.3306989670, output_fired_time: 7.2919220924, propagate_forward_time: 289.4244384766, propagate_backward_time: 431.8760375977, weight_update_time: 0.7632592320, other_time: 11.5185546875
epoch time: 60.7005615234s, input_fired_time: 1.1979786158, output_fired_time: 0.0000000000, propagate_forward_time: 57.5072784424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9953041077
validation[          , genome 18355] predictions:    9922/  10000 (99.22%), best:    9921/10000 (99.21%), error:       255.78928, best error:       251.61919 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 746.9533081055s, input_fired_time: 11.2967939377, output_fired_time: 7.2423086166, propagate_forward_time: 287.7069702148, propagate_backward_time: 429.2269592285, weight_update_time: 0.7607334852, other_time: 11.4802551270
epoch time: 60.7126159668s, input_fired_time: 1.1983273029, output_fired_time: 0.0000000000, propagate_forward_time: 57.5169487000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9973411560
validation[          , genome 18355] predictions:    9925/  10000 (99.25%), best:    9921/10000 (99.21%), error:       254.30200, best error:       251.61919 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 749.2438354492s, input_fired_time: 11.3127565384, output_fired_time: 7.2823691368, propagate_forward_time: 288.2829895020, propagate_backward_time: 430.8519287109, weight_update_time: 0.7621902227, other_time: 11.5138244629
epoch time: 60.7827644348s, input_fired_time: 1.1977921724, output_fired_time: 0.0000000000, propagate_forward_time: 57.5916328430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9933395386
validation[          , genome 18355] predictions:    9923/  10000 (99.23%), best:    9921/10000 (99.21%), error:       258.60645, best error:       251.61919 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 753.2874145508s, input_fired_time: 11.3505640030, output_fired_time: 7.2975664139, propagate_forward_time: 290.6318664551, propagate_backward_time: 432.4290466309, weight_update_time: 0.7653719783, other_time: 11.5783691406
epoch time: 61.8379402161s, input_fired_time: 1.2104399204, output_fired_time: 0.0000000000, propagate_forward_time: 58.5559654236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0715332031
validation[          , genome 18355] predictions:    9919/  10000 (99.19%), best:    9921/10000 (99.21%), error:       258.43185, best error:       251.61919 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 752.2816162109s, input_fired_time: 11.3352355957, output_fired_time: 7.2994456291, propagate_forward_time: 289.7319030762, propagate_backward_time: 432.2451477051, weight_update_time: 0.7634047866, other_time: 11.6699218750
epoch time: 60.7156181335s, input_fired_time: 1.1972863674, output_fired_time: 0.0000000000, propagate_forward_time: 57.5265808105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9917526245
validation[          , genome 18355] predictions:    9925/  10000 (99.25%), best:    9921/10000 (99.21%), error:       255.86353, best error:       251.61919 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 753.9051513672s, input_fired_time: 11.3440189362, output_fired_time: 7.3205642700, propagate_forward_time: 290.2454833984, propagate_backward_time: 433.4775085449, weight_update_time: 0.7636287212, other_time: 11.5176086426
epoch time: 60.9235649109s, input_fired_time: 1.2004154921, output_fired_time: 0.0000000000, propagate_forward_time: 57.7248306274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9983177185
validation[          , genome 18355] predictions:    9919/  10000 (99.19%), best:    9921/10000 (99.21%), error:       263.57455, best error:       251.61919 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 751.1223144531s, input_fired_time: 11.3379459381, output_fired_time: 7.2877964973, propagate_forward_time: 289.2707519531, propagate_backward_time: 431.5935668945, weight_update_time: 0.7626581192, other_time: 11.6322631836
epoch time: 61.0212707520s, input_fired_time: 1.2029687166, output_fired_time: 0.0000000000, propagate_forward_time: 57.8164215088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0018806458
validation[          , genome 18355] predictions:    9924/  10000 (99.24%), best:    9921/10000 (99.21%), error:       256.22729, best error:       251.61919 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 750.7958984375s, input_fired_time: 11.3277664185, output_fired_time: 7.2597241402, propagate_forward_time: 289.3887634277, propagate_backward_time: 431.2356872559, weight_update_time: 0.7634858489, other_time: 11.5839843750
epoch time: 61.8855781555s, input_fired_time: 1.2148350477, output_fired_time: 0.0000000000, propagate_forward_time: 58.5730209351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0977210999
validation[          , genome 18355] predictions:    9930/  10000 (99.30%), best:    9930/10000 (99.30%), error:       250.33032, best error:       250.33032 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 751.6506347656s, input_fired_time: 11.3328104019, output_fired_time: 7.2813200951, propagate_forward_time: 289.4657287598, propagate_backward_time: 431.9338378906, weight_update_time: 0.7642315626, other_time: 11.6369323730
epoch time: 60.6845092773s, input_fired_time: 1.1979978085, output_fired_time: 0.0000000000, propagate_forward_time: 57.4954948425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9910163879
validation[          , genome 18355] predictions:    9926/  10000 (99.26%), best:    9930/10000 (99.30%), error:       258.55640, best error:       250.33032 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 748.9206542969s, input_fired_time: 11.3132495880, output_fired_time: 7.2742066383, propagate_forward_time: 288.3083801270, propagate_backward_time: 430.5269165039, weight_update_time: 0.7604336739, other_time: 11.4978942871
epoch time: 61.4774665833s, input_fired_time: 1.2057389021, output_fired_time: 0.0000000000, propagate_forward_time: 58.2714958191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0002326965
validation[          , genome 18355] predictions:    9923/  10000 (99.23%), best:    9930/10000 (99.30%), error:       258.35590, best error:       250.33032 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 752.5399780273s, input_fired_time: 11.3481855392, output_fired_time: 7.2814564705, propagate_forward_time: 290.0097351074, propagate_backward_time: 432.3590393066, weight_update_time: 0.7629057169, other_time: 11.5415649414
epoch time: 61.4468231201s, input_fired_time: 1.2049024105, output_fired_time: 0.0000000000, propagate_forward_time: 58.2424659729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9994544983
validation[          , genome 18355] predictions:    9924/  10000 (99.24%), best:    9930/10000 (99.30%), error:       254.82524, best error:       250.33032 on epoch:    97, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 305.9164123535s, input_fired_time: 6.0798983574, output_fired_time: 0.0000000000, propagate_forward_time: 289.5885009766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.2480163574
best training[          , genome 18355] predictions:   50000/  50000 (100.00%), best:    9930/10000 (99.30%), error:        63.06845, best error:       250.33032 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 60.7941284180s, input_fired_time: 1.1925071478, output_fired_time: 0.0000000000, propagate_forward_time: 57.5840682983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0175514221
   testing[          , genome 18355] predictions:    9934/  10000 (99.34%), best:    9930/10000 (99.30%), error:       205.43755, best error:       250.33032 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:00:46 (13489): called boinc_finish(0)

</stderr_txt>
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